In [1]:

    

import numpy as np
import tensorflow as tf
from tensorflow.contrib import learn
from tensorflow.contrib.learn.python.learn.estimators import model_fn as model_fn_lib

tf.logging.set_verbosity(tf.logging.INFO)


    

In [2]:

    

# Load training and eval data
mnist = learn.datasets.load_dataset("mnist")
train_data = mnist.train.images # Returns np.array
train_labels = np.asarray(mnist.train.labels, dtype=np.int32)
eval_data = mnist.test.images # Returns np.array
eval_labels = np.asarray(mnist.test.labels, dtype=np.int32)


    

    




Successfully downloaded train-images-idx3-ubyte.gz 9912422 bytes.
Extracting MNIST-data\train-images-idx3-ubyte.gz
Successfully downloaded train-labels-idx1-ubyte.gz 28881 bytes.
Extracting MNIST-data\train-labels-idx1-ubyte.gz
Successfully downloaded t10k-images-idx3-ubyte.gz 1648877 bytes.
Extracting MNIST-data\t10k-images-idx3-ubyte.gz
Successfully downloaded t10k-labels-idx1-ubyte.gz 4542 bytes.
Extracting MNIST-data\t10k-labels-idx1-ubyte.gz

In [5]:

    

print(train_data.shape, train_labels.shape)


    

    




(55000, 784) (55000,)

In [4]:

    

def cnn_model_fn(features, labels, mode):
  """Model function for CNN."""
  # Input Layer
  # Reshape X to 4-D tensor: [batch_size, width, height, channels]
  # MNIST images are 28x28 pixels, and have one color channel
  input_layer = tf.reshape(features, [-1, 28, 28, 1])

  # Convolutional Layer #1
  # Computes 32 features using a 5x5 filter with ReLU activation.
  # Padding is added to preserve width and height.
  # Input Tensor Shape: [batch_size, 28, 28, 1]
  # Output Tensor Shape: [batch_size, 28, 28, 32]
  conv1 = tf.layers.conv2d(
      inputs=input_layer,
      filters=32,
      kernel_size=[5, 5],
      padding="same",
      activation=tf.nn.relu)

  # Pooling Layer #1
  # First max pooling layer with a 2x2 filter and stride of 2
  # Input Tensor Shape: [batch_size, 28, 28, 32]
  # Output Tensor Shape: [batch_size, 14, 14, 32]
  pool1 = tf.layers.max_pooling2d(inputs=conv1, pool_size=[2, 2], strides=2)

  # Convolutional Layer #2
  # Computes 64 features using a 5x5 filter.
  # Padding is added to preserve width and height.
  # Input Tensor Shape: [batch_size, 14, 14, 32]
  # Output Tensor Shape: [batch_size, 14, 14, 64]
  conv2 = tf.layers.conv2d(
      inputs=pool1,
      filters=64,
      kernel_size=[5, 5],
      padding="same",
      activation=tf.nn.relu)

  # Pooling Layer #2
  # Second max pooling layer with a 2x2 filter and stride of 2
  # Input Tensor Shape: [batch_size, 14, 14, 64]
  # Output Tensor Shape: [batch_size, 7, 7, 64]
  pool2 = tf.layers.max_pooling2d(inputs=conv2, pool_size=[2, 2], strides=2)

  # Flatten tensor into a batch of vectors
  # Input Tensor Shape: [batch_size, 7, 7, 64]
  # Output Tensor Shape: [batch_size, 7 * 7 * 64]
  pool2_flat = tf.reshape(pool2, [-1, 7 * 7 * 64])

  # Dense Layer
  # Densely connected layer with 1024 neurons
  # Input Tensor Shape: [batch_size, 7 * 7 * 64]
  # Output Tensor Shape: [batch_size, 1024]
  dense = tf.layers.dense(inputs=pool2_flat, units=1024, activation=tf.nn.relu)

  # Add dropout operation; 0.6 probability that element will be kept
  dropout = tf.layers.dropout(
      inputs=dense, rate=0.4, training=mode == learn.ModeKeys.TRAIN)

  # Logits layer
  # Input Tensor Shape: [batch_size, 1024]
  # Output Tensor Shape: [batch_size, 10]
  logits = tf.layers.dense(inputs=dropout, units=10)

  loss = None
  train_op = None

  # Calculate Loss (for both TRAIN and EVAL modes)
  if mode != learn.ModeKeys.INFER:
    onehot_labels = tf.one_hot(indices=tf.cast(labels, tf.int32), depth=10)
    loss = tf.losses.softmax_cross_entropy(
        onehot_labels=onehot_labels, logits=logits)

  # Configure the Training Op (for TRAIN mode)
  if mode == learn.ModeKeys.TRAIN:
    train_op = tf.contrib.layers.optimize_loss(
        loss=loss,
        global_step=tf.contrib.framework.get_global_step(),
        learning_rate=0.001,
        optimizer="SGD")

  # Generate Predictions
  predictions = {
      "classes": tf.argmax(
          input=logits, axis=1),
      "probabilities": tf.nn.softmax(
          logits, name="softmax_tensor")
  }

  # Return a ModelFnOps object
  return model_fn_lib.ModelFnOps(
      mode=mode, predictions=predictions, loss=loss, train_op=train_op)


    

In [5]:

    

# Load training and eval data
mnist = learn.datasets.load_dataset("mnist")
train_data = mnist.train.images  # Returns np.array
train_labels = np.asarray(mnist.train.labels, dtype=np.int32)
eval_data = mnist.test.images  # Returns np.array
eval_labels = np.asarray(mnist.test.labels, dtype=np.int32)

# Create the Estimator
mnist_classifier = learn.Estimator(
  model_fn=cnn_model_fn, model_dir="/tmp/mnist_convnet_model")

# Set up logging for predictions
# Log the values in the "Softmax" tensor with label "probabilities"
tensors_to_log = {"probabilities": "softmax_tensor"}
logging_hook = tf.train.LoggingTensorHook(
  tensors=tensors_to_log, every_n_iter=50)

# Train the model
mnist_classifier.fit(
  x=train_data,
  y=train_labels,
  batch_size=100,
  steps=20000,
  monitors=[logging_hook])

# Configure the accuracy metric for evaluation
metrics = {
  "accuracy":
      learn.MetricSpec(
          metric_fn=tf.metrics.accuracy, prediction_key="classes"),
}

# Evaluate the model and print results
eval_results = mnist_classifier.evaluate(
  x=eval_data, y=eval_labels, metrics=metrics)
print(eval_results)


    

    




Extracting MNIST-data\train-images-idx3-ubyte.gz
Extracting MNIST-data\train-labels-idx1-ubyte.gz
Extracting MNIST-data\t10k-images-idx3-ubyte.gz
Extracting MNIST-data\t10k-labels-idx1-ubyte.gz
INFO:tensorflow:Using default config.
INFO:tensorflow:Using config: {'_task_id': 0, '_is_chief': True, '_cluster_spec': <tensorflow.python.training.server_lib.ClusterSpec object at 0x000001E55AF1CFD0>, '_task_type': None, '_tf_random_seed': None, '_master': '', '_save_checkpoints_steps': None, '_evaluation_master': '', '_keep_checkpoint_max': 5, '_num_ps_replicas': 0, '_save_summary_steps': 100, '_tf_config': gpu_options {
  per_process_gpu_memory_fraction: 1
}
, '_environment': 'local', '_keep_checkpoint_every_n_hours': 10000, '_save_checkpoints_secs': 600}
WARNING:tensorflow:From <ipython-input-5-4f73beff7c39>:24: calling BaseEstimator.fit (from tensorflow.contrib.learn.python.learn.estimators.estimator) with x is deprecated and will be removed after 2016-12-01.
Instructions for updating:
Estimator is decoupled from Scikit Learn interface by moving into
separate class SKCompat. Arguments x, y and batch_size are only
available in the SKCompat class, Estimator will only accept input_fn.
Example conversion:
  est = Estimator(...) -> est = SKCompat(Estimator(...))
WARNING:tensorflow:From <ipython-input-5-4f73beff7c39>:24: calling BaseEstimator.fit (from tensorflow.contrib.learn.python.learn.estimators.estimator) with y is deprecated and will be removed after 2016-12-01.
Instructions for updating:
Estimator is decoupled from Scikit Learn interface by moving into
separate class SKCompat. Arguments x, y and batch_size are only
available in the SKCompat class, Estimator will only accept input_fn.
Example conversion:
  est = Estimator(...) -> est = SKCompat(Estimator(...))
WARNING:tensorflow:From <ipython-input-5-4f73beff7c39>:24: calling BaseEstimator.fit (from tensorflow.contrib.learn.python.learn.estimators.estimator) with batch_size is deprecated and will be removed after 2016-12-01.
Instructions for updating:
Estimator is decoupled from Scikit Learn interface by moving into
separate class SKCompat. Arguments x, y and batch_size are only
available in the SKCompat class, Estimator will only accept input_fn.
Example conversion:
  est = Estimator(...) -> est = SKCompat(Estimator(...))






    




c:\users\ericd\appdata\local\programs\python\python35\lib\site-packages\tensorflow\python\util\deprecation.py:247: FutureWarning: comparison to `None` will result in an elementwise object comparison in the future.
  equality = a == b






    




INFO:tensorflow:Create CheckpointSaverHook.
INFO:tensorflow:Saving checkpoints for 1 into /tmp/mnist_convnet_model\model.ckpt.
INFO:tensorflow:loss = 2.31295, step = 1
INFO:tensorflow:probabilities = [[ 0.10357175  0.13890605  0.07895198  0.09441802  0.10960956  0.08796456
   0.10393221  0.09432337  0.0928648   0.09545779]
 [ 0.10304791  0.1166284   0.09072246  0.09930813  0.10495543  0.10304292
   0.0883043   0.08815845  0.10190352  0.10392839]
 [ 0.10086571  0.11539093  0.09501859  0.09561848  0.10196728  0.09101145
   0.10545876  0.10182797  0.08157349  0.11126737]
 [ 0.102612    0.11254422  0.08764667  0.09952378  0.09079957  0.09231324
   0.09411579  0.1118662   0.10068579  0.10789267]
 [ 0.10886575  0.11595704  0.0909991   0.09583748  0.10297053  0.09699532
   0.0942857   0.10390814  0.08864857  0.10153244]
 [ 0.10324144  0.13367212  0.08365571  0.09189258  0.11000508  0.09594786
   0.09441623  0.08700072  0.10308679  0.09708143]
 [ 0.10804504  0.13082723  0.091603    0.09625704  0.09882717  0.08293437
   0.09388743  0.10844737  0.08994792  0.09922349]
 [ 0.11461738  0.11352827  0.08571417  0.09320917  0.09422989  0.09181788
   0.09763173  0.10118508  0.09867478  0.1093916 ]
 [ 0.10619943  0.12499352  0.08842156  0.10328993  0.1006879   0.10336582
   0.08707041  0.08651085  0.09017918  0.10928136]
 [ 0.105353    0.12500349  0.09185368  0.09495927  0.10347562  0.0970457
   0.09084697  0.10063163  0.09639056  0.0944401 ]
 [ 0.09580757  0.12290802  0.08679424  0.09042897  0.10332698  0.09844039
   0.09888778  0.1032657   0.09786009  0.10228029]
 [ 0.09483387  0.12215203  0.09360906  0.09221139  0.10295949  0.10233989
   0.0952521   0.10701066  0.09354523  0.09608629]
 [ 0.09795838  0.12158391  0.08451708  0.09759502  0.09397411  0.10622269
   0.09961716  0.11042335  0.09859039  0.08951789]
 [ 0.09444936  0.12054816  0.08602615  0.09841387  0.10989976  0.09699073
   0.1046126   0.09699437  0.09714844  0.09491649]
 [ 0.11115181  0.12419824  0.08400529  0.09291448  0.10336692  0.09182459
   0.09295046  0.10249902  0.09500178  0.10208751]
 [ 0.09748224  0.13339703  0.08477855  0.09624444  0.09417547  0.10881379
   0.08471309  0.09208611  0.09676325  0.11154596]
 [ 0.11365473  0.11291566  0.08759117  0.09631144  0.09826373  0.09834754
   0.09223703  0.10421363  0.10725627  0.08920874]
 [ 0.10401425  0.12670225  0.09242286  0.10282627  0.08916105  0.09060325
   0.1015143   0.09360343  0.094245    0.10490732]
 [ 0.1107239   0.11997677  0.08759377  0.09970412  0.10724843  0.08596132
   0.09901037  0.08950053  0.10356387  0.09671687]
 [ 0.09555554  0.12267935  0.09145465  0.10483588  0.09387744  0.09791106
   0.09571955  0.10566556  0.09186534  0.10043564]
 [ 0.1027422   0.11445321  0.08851389  0.1031578   0.09563222  0.09811394
   0.0965047   0.10634292  0.09391543  0.10062368]
 [ 0.09758517  0.11156479  0.08851235  0.10504112  0.10087227  0.11267415
   0.08410066  0.09537712  0.10103009  0.10324231]
 [ 0.10189002  0.11889672  0.09337141  0.09293918  0.10604725  0.10407364
   0.09694573  0.09238464  0.09795161  0.09549978]
 [ 0.10294563  0.13338405  0.0960903   0.10249175  0.09575355  0.08891816
   0.08725394  0.10080255  0.08964038  0.10271975]
 [ 0.09907237  0.11400011  0.08467646  0.09883463  0.09914756  0.10457932
   0.09123218  0.10744568  0.10070692  0.10030469]
 [ 0.10047355  0.11820408  0.09748974  0.09382814  0.09844782  0.09769041
   0.11151846  0.08406458  0.0926848   0.10559844]
 [ 0.09511367  0.12527679  0.08221702  0.08519801  0.10506347  0.10183641
   0.09555083  0.10187479  0.10241731  0.10545167]
 [ 0.10101712  0.12385361  0.07445732  0.09300829  0.09608598  0.10540423
   0.08709467  0.09500166  0.11843459  0.10564256]
 [ 0.10840263  0.11612201  0.08419076  0.10230514  0.09570018  0.08328927
   0.09975529  0.10663968  0.09852371  0.10507125]
 [ 0.10510071  0.12011921  0.09189273  0.09081578  0.10491897  0.0913716
   0.09585434  0.08823526  0.10669086  0.10500062]
 [ 0.11386979  0.12596102  0.08365568  0.09781748  0.09835915  0.08731185
   0.09434542  0.10165191  0.1036507   0.09337693]
 [ 0.11257077  0.10556427  0.09188449  0.09096082  0.10272402  0.08314837
   0.0893832   0.10456902  0.10366994  0.1155251 ]
 [ 0.10255562  0.13062923  0.09317107  0.1003536   0.10216071  0.09050112
   0.0914453   0.09030581  0.09227945  0.10659814]
 [ 0.09587426  0.11535838  0.08523139  0.10177901  0.10716148  0.09556597
   0.09238728  0.09496202  0.10746729  0.10421291]
 [ 0.09850747  0.1165829   0.08343388  0.09447934  0.11314535  0.09133182
   0.09879018  0.09004367  0.09655865  0.11712674]
 [ 0.10640351  0.11767069  0.09334868  0.10510442  0.09271797  0.09795739
   0.09186273  0.09126175  0.09413982  0.10953305]
 [ 0.10850414  0.10671195  0.09059557  0.10131291  0.10071542  0.09756796
   0.0967904   0.10791899  0.09053969  0.09934293]
 [ 0.10016565  0.11140475  0.08602232  0.09499075  0.1071547   0.1095597
   0.09276552  0.09795737  0.10012008  0.09985911]
 [ 0.10311063  0.12583113  0.0822871   0.09972826  0.0895518   0.08852138
   0.09422509  0.09926062  0.10691693  0.11056706]
 [ 0.11645973  0.11348358  0.07931776  0.10088907  0.09721389  0.09601245
   0.0951112   0.09848764  0.10283107  0.10019362]
 [ 0.10174308  0.12074931  0.08677545  0.09705883  0.09649982  0.09903909
   0.08701111  0.10439909  0.09265666  0.11406755]
 [ 0.09929229  0.11566981  0.08040773  0.10131359  0.09858234  0.09969967
   0.09445299  0.1081779   0.1014787   0.10092494]
 [ 0.09667511  0.11476338  0.09304823  0.09571545  0.09397391  0.09961975
   0.0949592   0.10940057  0.09623855  0.1056059 ]
 [ 0.09540989  0.1190078   0.08527415  0.10960039  0.09331635  0.09483737
   0.10293497  0.0940832   0.104515    0.10102096]
 [ 0.10755424  0.12211183  0.08694216  0.10488574  0.09733176  0.09720503
   0.09324946  0.09985634  0.09403369  0.09682964]
 [ 0.09974464  0.1220089   0.09504845  0.09670006  0.10428994  0.0997957
   0.09336793  0.09465346  0.09143008  0.10296086]
 [ 0.10302543  0.11555612  0.08126995  0.09591781  0.09162534  0.09443586
   0.10029517  0.10824     0.10638455  0.10324985]
 [ 0.10945657  0.12829486  0.09110387  0.0961788   0.10540336  0.10226753
   0.08329063  0.08578296  0.09268933  0.10553212]
 [ 0.10267258  0.1271105   0.08487981  0.0918732   0.10476495  0.10428344
   0.09545708  0.09575143  0.1005208   0.0926863 ]
 [ 0.10335682  0.12648022  0.09203552  0.08971337  0.09392935  0.09425906
   0.08545211  0.09807145  0.10270965  0.11399247]
 [ 0.08515742  0.11895092  0.08947908  0.09233228  0.10617067  0.09930035
   0.09660179  0.11274556  0.09117579  0.10808613]
 [ 0.10734934  0.11371921  0.08810318  0.0936697   0.10248704  0.09717083
   0.08653434  0.09448897  0.09968419  0.11679313]
 [ 0.11279184  0.13758041  0.09068131  0.08084425  0.09940057  0.09002271
   0.10476611  0.1008967   0.08993926  0.09307688]
 [ 0.0983133   0.11506256  0.09490213  0.09530292  0.10794393  0.09069166
   0.09636841  0.0932743   0.10189729  0.10624355]
 [ 0.10570193  0.10981977  0.0974578   0.10549024  0.0976965   0.09764207
   0.09521472  0.09090421  0.09644827  0.10362446]
 [ 0.08551927  0.12919495  0.0841044   0.09516735  0.09934606  0.10967352
   0.10200099  0.08586672  0.08087389  0.12825286]
 [ 0.1125436   0.11797559  0.08836276  0.09334715  0.09551335  0.09653329
   0.09799391  0.09473243  0.09932388  0.10367393]
 [ 0.09391504  0.1160823   0.09153548  0.09168079  0.11508666  0.09814829
   0.09307519  0.10051392  0.10096388  0.09899839]
 [ 0.10811102  0.1192418   0.09572428  0.09613349  0.09262294  0.09594977
   0.09027309  0.10454369  0.09898469  0.09841518]
 [ 0.1059733   0.12159904  0.08773351  0.10178877  0.09942432  0.09623811
   0.09500618  0.09740935  0.09608842  0.09873898]
 [ 0.11284244  0.10662654  0.08333859  0.09257245  0.09312434  0.09940101
   0.09368186  0.10402075  0.10138412  0.11300796]
 [ 0.09629937  0.13058005  0.0833271   0.10022226  0.10230575  0.09372555
   0.0996411   0.09605911  0.10053772  0.09730205]
 [ 0.10783044  0.11771198  0.08180898  0.09270887  0.0945787   0.10083697
   0.09282873  0.09572151  0.08857951  0.12739429]
 [ 0.10417958  0.1179848   0.09065453  0.09663596  0.10460534  0.10046921
   0.08691449  0.09149548  0.09116735  0.11589314]
 [ 0.10696107  0.13367128  0.08461391  0.0893767   0.09649709  0.0969796
   0.10156283  0.10071188  0.0922543   0.09737127]
 [ 0.10405139  0.13304673  0.09512558  0.09812143  0.0912476   0.09809789
   0.09422965  0.08817521  0.09614211  0.10176244]
 [ 0.11325625  0.1198445   0.08708337  0.0947827   0.10026679  0.08634294
   0.10058782  0.09447113  0.09291193  0.11045256]
 [ 0.0972836   0.13076693  0.08138965  0.0985302   0.10434832  0.1055875
   0.0916388   0.10346536  0.09700182  0.08998773]
 [ 0.11293107  0.11003914  0.09080494  0.08715384  0.10172444  0.08736516
   0.09864839  0.10447401  0.10212569  0.10473336]
 [ 0.10217321  0.1408122   0.09341799  0.09056184  0.09905965  0.09828149
   0.08326486  0.09508844  0.09284797  0.1044924 ]
 [ 0.10180615  0.12070269  0.09010727  0.09729192  0.09786966  0.09620968
   0.09687976  0.09617391  0.11200825  0.09095069]
 [ 0.10836115  0.1079685   0.08741628  0.09537107  0.10491684  0.0955457
   0.10174271  0.1008391   0.10027066  0.09756802]
 [ 0.10509323  0.12944135  0.09236737  0.09857567  0.09568273  0.099115
   0.09145102  0.09273322  0.09057468  0.10496569]
 [ 0.10199974  0.10755348  0.08164074  0.10295621  0.10018761  0.0965033
   0.09392941  0.10481652  0.10384349  0.10656951]
 [ 0.0949024   0.1278016   0.08680432  0.09298752  0.1004013   0.09904265
   0.08735611  0.10829928  0.0996384   0.1027664 ]
 [ 0.10344692  0.11532026  0.08612779  0.10388599  0.09681074  0.10047083
   0.09562601  0.09406821  0.10166338  0.10257984]
 [ 0.11266763  0.11329924  0.07578544  0.09218659  0.09737856  0.09511323
   0.09359299  0.10597622  0.10598387  0.10801622]
 [ 0.09607227  0.12004159  0.08476596  0.09005605  0.09747022  0.10508054
   0.09910753  0.09891347  0.10045367  0.10803875]
 [ 0.10809972  0.12600568  0.09101326  0.09041271  0.10107425  0.09552085
   0.09170832  0.09755921  0.09893618  0.09966987]
 [ 0.09957146  0.12478257  0.09427623  0.1041862   0.10362986  0.08957218
   0.08963674  0.09459531  0.10122081  0.09852873]
 [ 0.11039398  0.10642401  0.08898038  0.08067515  0.10156737  0.10570437
   0.09225766  0.10659061  0.10619657  0.10120992]
 [ 0.10515681  0.11906532  0.08991321  0.10642724  0.10502863  0.0905463
   0.08388459  0.10193855  0.08905262  0.10898675]
 [ 0.10186611  0.12411732  0.093209    0.09768086  0.10623537  0.09566213
   0.08986444  0.10144776  0.09153984  0.09837718]
 [ 0.1063904   0.1188904   0.08791442  0.09748594  0.10224405  0.10627339
   0.08672833  0.09259846  0.08688416  0.11459038]
 [ 0.10680795  0.12316971  0.09766033  0.10457731  0.10492624  0.09691857
   0.09182298  0.08806133  0.08618308  0.0998726 ]
 [ 0.1018044   0.11485946  0.08738101  0.0986832   0.09889714  0.09576471
   0.09694643  0.09568907  0.08846606  0.12150855]
 [ 0.09021106  0.11615535  0.08461091  0.09680975  0.0982926   0.11047587
   0.09567538  0.10305835  0.09708487  0.10762593]
 [ 0.10107934  0.12576587  0.0882458   0.09698193  0.10051446  0.09090909
   0.09960447  0.09706437  0.0952765   0.1045582 ]
 [ 0.10413416  0.11731538  0.09008259  0.10034701  0.10075549  0.09554163
   0.09454428  0.09272961  0.10282735  0.10172248]
 [ 0.09851702  0.12761295  0.09182855  0.09358034  0.098993    0.0920701
   0.09482134  0.10128438  0.09956679  0.10172542]
 [ 0.10247567  0.10921621  0.08673394  0.09579681  0.0941696   0.09862956
   0.09952299  0.11157262  0.09332579  0.1085569 ]
 [ 0.10494567  0.11430068  0.10116546  0.09436993  0.09919293  0.09488349
   0.0940689   0.09716387  0.10017736  0.09973168]
 [ 0.10644706  0.10827316  0.09400632  0.09692386  0.10015802  0.0961241
   0.1002067   0.09729964  0.10177197  0.0987893 ]
 [ 0.10360862  0.12378691  0.08684563  0.09282029  0.09988658  0.09399711
   0.08599592  0.10566672  0.09528444  0.11210778]
 [ 0.10472721  0.13039404  0.08603836  0.08658458  0.10962123  0.09911472
   0.10082895  0.09604805  0.08375329  0.10288958]
 [ 0.11012809  0.1174095   0.08725404  0.10202133  0.09780891  0.09347301
   0.09864598  0.09203816  0.09933587  0.1018851 ]
 [ 0.10618645  0.12334154  0.09139913  0.10446958  0.10060871  0.09260017
   0.08388718  0.08935534  0.10541916  0.10273278]
 [ 0.1032176   0.11443441  0.09258191  0.1011701   0.1000844   0.10129929
   0.09117507  0.09397272  0.10091356  0.10115093]
 [ 0.09371849  0.11771465  0.08750633  0.09044111  0.10861138  0.0976028
   0.0925096   0.1046095   0.09991962  0.10736649]
 [ 0.10302961  0.10692771  0.09535354  0.09795798  0.10635266  0.0984624
   0.09227022  0.10211302  0.1017381   0.09579469]]
INFO:tensorflow:probabilities = [[ 0.10807829  0.12355985  0.09194916  0.09488627  0.09485366  0.08776753
   0.09098344  0.09988587  0.11132475  0.09671114]
 [ 0.11639158  0.11243396  0.09188952  0.09686564  0.09303121  0.09715952
   0.08710679  0.09850794  0.09516902  0.11144488]
 [ 0.10646804  0.12068146  0.09858514  0.09369476  0.09770586  0.09881157
   0.09638678  0.08718926  0.1027116   0.09776556]
 [ 0.09787839  0.10737522  0.08424889  0.09770869  0.08714465  0.09677017
   0.10760183  0.10408628  0.1048117   0.11237415]
 [ 0.09881327  0.13076936  0.09126761  0.0938915   0.0968667   0.10044257
   0.09205614  0.09593767  0.09693308  0.1030222 ]
 [ 0.10206935  0.11497109  0.09300339  0.1028904   0.11127511  0.10650169
   0.10267232  0.08176118  0.09215964  0.0926958 ]
 [ 0.10724805  0.11807428  0.09585401  0.09237531  0.09633832  0.09034883
   0.10282212  0.09748981  0.09698387  0.10246542]
 [ 0.10177287  0.12481936  0.09341319  0.09410784  0.09852704  0.09038082
   0.09364543  0.09681122  0.10552273  0.10099958]
 [ 0.10278044  0.13242716  0.08676428  0.09274397  0.10687828  0.09810511
   0.09130188  0.09255976  0.09882534  0.09761376]
 [ 0.10849236  0.12215547  0.09325112  0.08824624  0.09374823  0.09348349
   0.09992738  0.10498594  0.09355778  0.10215203]
 [ 0.10490862  0.10977618  0.0819565   0.08907084  0.10289891  0.09163904
   0.09684411  0.11138254  0.09878825  0.11273493]
 [ 0.10320874  0.10591955  0.07664468  0.1058021   0.10408641  0.08846428
   0.09497045  0.10858607  0.10095191  0.11136574]
 [ 0.10221043  0.12227547  0.09046816  0.09128046  0.10105378  0.09552846
   0.09351333  0.10050997  0.10082316  0.10233673]
 [ 0.10913072  0.1136627   0.09225865  0.10963329  0.09129512  0.08658283
   0.09411693  0.0826837   0.10014565  0.12049045]
 [ 0.09261992  0.13165504  0.08734871  0.09514406  0.09185844  0.10093789
   0.11218972  0.09312326  0.09755386  0.09756909]
 [ 0.10617366  0.12486818  0.08968475  0.09727154  0.09915187  0.0880299
   0.09064725  0.1012621   0.09957462  0.10333612]
 [ 0.12279293  0.11888108  0.09837545  0.09733117  0.0983781   0.08605627
   0.09402626  0.09543969  0.08540378  0.10331519]
 [ 0.1111346   0.11538687  0.09685841  0.09459611  0.09791172  0.08998717
   0.09946376  0.09924157  0.09243689  0.10298295]
 [ 0.10419443  0.11252006  0.0805622   0.09385846  0.10046909  0.09202554
   0.08872037  0.10203195  0.11254609  0.11307184]
 [ 0.09476237  0.11015634  0.08195268  0.09080359  0.11049293  0.1028201
   0.09599259  0.09973068  0.1107542   0.10253457]
 [ 0.10831181  0.11619024  0.09018459  0.09552521  0.0995741   0.09028594
   0.09914793  0.09368069  0.10210508  0.10499438]
 [ 0.09794709  0.11171906  0.09295247  0.10457333  0.09308856  0.09828569
   0.09914171  0.09890258  0.10232908  0.10106057]
 [ 0.10053893  0.12387838  0.08919808  0.08978079  0.10534503  0.09355102
   0.10168426  0.09636899  0.09915338  0.10050125]
 [ 0.10070273  0.11200775  0.09175042  0.10475133  0.0942228   0.10187903
   0.09104963  0.09973635  0.09820774  0.1056922 ]
 [ 0.10881206  0.12608224  0.08203045  0.09705401  0.09651303  0.08558574
   0.09881291  0.09323867  0.0997153   0.11215556]
 [ 0.10165929  0.13215393  0.08819058  0.101964    0.10130253  0.09564807
   0.08104417  0.09685033  0.10384105  0.09734602]
 [ 0.10642389  0.11562973  0.08637573  0.10279498  0.10547137  0.0999358
   0.09380616  0.09062609  0.09569213  0.10324411]
 [ 0.10314058  0.11159943  0.0858282   0.10605563  0.11050568  0.10139398
   0.09531344  0.08696115  0.10216099  0.09704097]
 [ 0.11080301  0.11202574  0.08070283  0.11756752  0.09290785  0.08753583
   0.09584481  0.09773229  0.09393125  0.11094876]
 [ 0.10514399  0.12379885  0.08791322  0.09743186  0.0962421   0.09773191
   0.08362155  0.0921679   0.10087739  0.11507118]
 [ 0.09789518  0.12462013  0.08857759  0.087629    0.09622014  0.10779575
   0.09607898  0.09861419  0.09776226  0.10480676]
 [ 0.10081825  0.11389691  0.08588599  0.10805266  0.10281818  0.09797949
   0.09918573  0.09547232  0.09161709  0.10427339]
 [ 0.10286184  0.11219171  0.09038873  0.09548153  0.09306699  0.09650314
   0.09598552  0.11375464  0.10201307  0.09775282]
 [ 0.10816456  0.12794019  0.08523317  0.10218065  0.09875731  0.09241407
   0.10019872  0.08634253  0.0933584   0.10541041]
 [ 0.09955876  0.11765255  0.08443452  0.09208515  0.11202595  0.09082221
   0.1016765   0.10851632  0.09272489  0.10050325]
 [ 0.10282666  0.12016807  0.09059972  0.09143318  0.10462373  0.09913039
   0.1050497   0.09772121  0.08468909  0.10375825]
 [ 0.09666     0.12763342  0.08141376  0.10349768  0.09500425  0.09920873
   0.09640954  0.09692645  0.0955682   0.10767797]
 [ 0.10641481  0.11864025  0.0875682   0.11733945  0.09629746  0.10074836
   0.09265645  0.0873896   0.08740057  0.10554479]
 [ 0.10222164  0.11280138  0.09386388  0.10114612  0.10085349  0.09898189
   0.09673969  0.09304699  0.09229998  0.108045  ]
 [ 0.10553786  0.11231126  0.08750228  0.09382544  0.09721722  0.09473632
   0.09842163  0.10321325  0.10991296  0.09732176]
 [ 0.11284747  0.1283291   0.09234615  0.09517859  0.10215522  0.09304634
   0.09152798  0.08394209  0.10328779  0.09733926]
 [ 0.10098934  0.12510519  0.08901799  0.10109197  0.08662863  0.10541713
   0.08914363  0.09328611  0.10609425  0.10322581]
 [ 0.10885298  0.11481187  0.08888935  0.09547982  0.09227759  0.10068537
   0.09941667  0.10629344  0.09688582  0.09640714]
 [ 0.10401552  0.11532124  0.08882845  0.09064426  0.10567714  0.08759933
   0.09849934  0.09716844  0.11180709  0.10043918]
 [ 0.09959174  0.119126    0.09850148  0.10922498  0.09482013  0.1019897
   0.09559385  0.09215274  0.08877726  0.10022207]
 [ 0.10809617  0.11563095  0.08528315  0.09517399  0.09626967  0.10030768
   0.09981225  0.09004207  0.10160854  0.10777549]
 [ 0.10521443  0.1211902   0.0989453   0.09456323  0.10236535  0.09478586
   0.09756103  0.09239513  0.08817765  0.10480177]
 [ 0.09167332  0.12389161  0.09206691  0.09824114  0.0991745   0.09757135
   0.09035151  0.10045612  0.09945322  0.10712031]
 [ 0.10280015  0.09449123  0.08439963  0.09572267  0.10347208  0.09740036
   0.09746888  0.10528336  0.11022832  0.10873344]
 [ 0.10001126  0.11949755  0.0906784   0.09022502  0.09509323  0.09881747
   0.09273086  0.10703067  0.10807479  0.09784088]
 [ 0.10016923  0.12235824  0.09706569  0.09415764  0.09599862  0.09425544
   0.10013986  0.10220223  0.09452132  0.09913169]
 [ 0.09902155  0.11222488  0.0871712   0.10047907  0.0985955   0.1002036
   0.0923721   0.11147191  0.09513066  0.10332948]
 [ 0.11114253  0.11220384  0.08845636  0.08722395  0.09681079  0.0985637
   0.09699398  0.09935456  0.10198485  0.10726545]
 [ 0.10144189  0.12043689  0.08338574  0.09267691  0.09676459  0.10322749
   0.09672489  0.10541555  0.10986115  0.09006486]
 [ 0.09426285  0.11541077  0.0858368   0.09058382  0.10052442  0.10025271
   0.09950306  0.10392725  0.10672209  0.10297618]
 [ 0.09126737  0.11055366  0.07986241  0.09784167  0.10766205  0.10045241
   0.09566465  0.09940316  0.10963163  0.10766102]
 [ 0.106312    0.12176272  0.08985009  0.10482486  0.09703915  0.09011804
   0.09301478  0.0985243   0.09746726  0.10108678]
 [ 0.10563433  0.12280545  0.0891295   0.09772486  0.09351664  0.09751686
   0.09276062  0.08806043  0.09360388  0.11924744]
 [ 0.10770593  0.11712439  0.08561292  0.1044956   0.09964016  0.09505671
   0.08977708  0.09855913  0.09301169  0.10901636]
 [ 0.10062267  0.1146038   0.09091648  0.10000771  0.10323483  0.09192742
   0.10039384  0.09475826  0.10389574  0.09963912]
 [ 0.09850472  0.11365766  0.09887851  0.09914683  0.10109095  0.09778622
   0.09664093  0.10329688  0.0942295   0.09676784]
 [ 0.09920115  0.1079536   0.08981707  0.09605225  0.10361923  0.09683807
   0.09498848  0.1052915   0.10519367  0.10104499]
 [ 0.10562251  0.11242634  0.09279571  0.10458183  0.09983318  0.09228912
   0.09870742  0.09698208  0.09489637  0.10186534]
 [ 0.10495425  0.12077232  0.08434129  0.09737702  0.0978638   0.0864884
   0.10587838  0.10614419  0.10333849  0.09284183]
 [ 0.10698269  0.11413711  0.08216249  0.10409619  0.09249397  0.09389055
   0.09506554  0.09315701  0.10741667  0.1105977 ]
 [ 0.09818579  0.10934417  0.08122042  0.10575601  0.10371636  0.09441698
   0.09859843  0.09662114  0.10709387  0.1050468 ]
 [ 0.10185409  0.11498112  0.09901149  0.09012751  0.10414911  0.09913278
   0.08739228  0.09983235  0.10010047  0.10341879]
 [ 0.09720697  0.12582186  0.09546053  0.09433397  0.09962481  0.09742001
   0.09626602  0.09942229  0.09613507  0.09830841]
 [ 0.09945809  0.11519431  0.08995934  0.08901792  0.09705406  0.10418722
   0.09974274  0.09772587  0.10148446  0.10617597]
 [ 0.10469285  0.12003364  0.0935706   0.09544808  0.09785073  0.09636927
   0.09502655  0.09377787  0.10097073  0.10225957]
 [ 0.1061496   0.11053205  0.09003906  0.09510812  0.09201158  0.10515586
   0.08801392  0.11107063  0.10143806  0.10048106]
 [ 0.10223933  0.11596093  0.0872194   0.09157655  0.10254725  0.09157217
   0.09735558  0.10643832  0.10547553  0.09961487]
 [ 0.10119732  0.13027306  0.09009053  0.09638198  0.10330249  0.08968683
   0.1054967   0.09073269  0.09888696  0.09395146]
 [ 0.10150525  0.12463208  0.09232119  0.09602883  0.10031238  0.08916865
   0.0972518   0.09579982  0.09780286  0.1051772 ]
 [ 0.09323514  0.12943329  0.09272568  0.09580059  0.09636389  0.09666734
   0.09367979  0.10400187  0.09733105  0.10076136]
 [ 0.10344538  0.13416541  0.08504896  0.09466092  0.10862895  0.09921151
   0.08353426  0.09877851  0.08873878  0.1037873 ]
 [ 0.11581154  0.11648005  0.0895886   0.09956512  0.09238527  0.09749763
   0.09449486  0.09337205  0.10007081  0.10073408]
 [ 0.09971823  0.12820336  0.09135846  0.10211095  0.10110308  0.10321898
   0.0869206   0.08574407  0.09755909  0.10406318]
 [ 0.11372017  0.1331421   0.09173831  0.08942275  0.09961057  0.10077887
   0.09780254  0.09089264  0.09770265  0.08518937]
 [ 0.0984944   0.12126096  0.09130081  0.0834546   0.10167686  0.10948146
   0.1011335   0.10200767  0.09601489  0.09517483]
 [ 0.11006902  0.12767649  0.08796129  0.08998477  0.10158841  0.10193492
   0.09446647  0.09158716  0.08675546  0.10797597]
 [ 0.10501985  0.11275045  0.08680775  0.08373458  0.10937228  0.0938004
   0.1010444   0.10489189  0.10656651  0.09601185]
 [ 0.10298708  0.11839335  0.09122521  0.09963644  0.09642725  0.09805667
   0.09766893  0.10113844  0.09350987  0.10095675]
 [ 0.11176436  0.1126622   0.09012067  0.09816751  0.1026316   0.09911273
   0.09173454  0.09938573  0.09132516  0.10309557]
 [ 0.10135616  0.11234727  0.09268036  0.09254242  0.1001584   0.09862426
   0.09839236  0.10880072  0.09341317  0.10168488]
 [ 0.11133123  0.11743962  0.10172594  0.08632255  0.09691183  0.10501438
   0.09281212  0.09412886  0.09382153  0.10049187]
 [ 0.11127855  0.11658591  0.08161207  0.1038987   0.08449002  0.09486329
   0.08181745  0.10649568  0.10020249  0.11875586]
 [ 0.09604857  0.1218863   0.08661421  0.11565605  0.09556764  0.10172031
   0.09783617  0.09534227  0.09160522  0.09772324]
 [ 0.09967937  0.11339661  0.0855367   0.10363003  0.09847397  0.09387515
   0.09818571  0.10281172  0.10078115  0.10362963]
 [ 0.10991246  0.11204705  0.08486827  0.10631579  0.1021649   0.09459109
   0.09217898  0.10657354  0.09842587  0.09292196]
 [ 0.10335211  0.13585949  0.08722273  0.09938707  0.0918767   0.10511258
   0.08965631  0.08855682  0.09893124  0.10004495]
 [ 0.1018124   0.12751867  0.08978274  0.09452929  0.10181844  0.09832627
   0.09317201  0.08902065  0.10284699  0.10117245]
 [ 0.10560752  0.11960939  0.10582199  0.08625662  0.09964311  0.09695361
   0.09137863  0.09979002  0.08700112  0.10793808]
 [ 0.10819347  0.11888675  0.08581216  0.10624798  0.09558564  0.08499134
   0.0903436   0.10990593  0.09727194  0.1027612 ]
 [ 0.10640128  0.10905834  0.09795907  0.09095494  0.08996915  0.10310429
   0.09336121  0.10162876  0.10289511  0.10466785]
 [ 0.0995384   0.12555344  0.08838082  0.09401307  0.09909247  0.09528696
   0.10032351  0.10398675  0.08445934  0.10936525]
 [ 0.10726218  0.11679839  0.08665489  0.0956125   0.10526557  0.09632581
   0.09884355  0.09342974  0.09736843  0.10243897]
 [ 0.10856101  0.11286261  0.08760638  0.08947299  0.10202993  0.09234464
   0.10024381  0.10493141  0.09746762  0.10447961]
 [ 0.10151842  0.13052019  0.09575716  0.09771791  0.09703825  0.10228591
   0.09071092  0.09176523  0.09720519  0.09548083]
 [ 0.09502951  0.11255471  0.08301822  0.10885827  0.10436668  0.09076732
   0.09626426  0.09631759  0.09718874  0.11563473]]
INFO:tensorflow:global_step/sec: 134.045
INFO:tensorflow:loss = 2.29832, step = 101
INFO:tensorflow:probabilities = [[ 0.10951228  0.10938968  0.07649626  0.10906272  0.1005805   0.09085181
   0.10063306  0.10546052  0.08798303  0.11003015]
 [ 0.10074293  0.09913035  0.08364563  0.10047811  0.09616845  0.10974678
   0.09419637  0.10123508  0.10492787  0.10972841]
 [ 0.10257361  0.12174118  0.08718466  0.10057579  0.10354897  0.08589345
   0.10346828  0.09677529  0.09555437  0.10268433]
 [ 0.10084189  0.11603371  0.08809324  0.09184296  0.10350992  0.09584904
   0.10874263  0.09564976  0.10147002  0.09796675]
 [ 0.10806762  0.10302175  0.09070441  0.09965735  0.10142971  0.10853368
   0.09034608  0.09727554  0.09427509  0.10668877]
 [ 0.09875156  0.10789987  0.0870545   0.08718942  0.09238219  0.10822406
   0.11113976  0.10058204  0.0952556   0.11152097]
 [ 0.10658564  0.10304984  0.08788589  0.10977895  0.09229822  0.09508984
   0.1012019   0.10467292  0.10221555  0.09722132]
 [ 0.11094563  0.11294322  0.08952696  0.09121948  0.09551653  0.09760327
   0.09168864  0.11031444  0.09807973  0.102162  ]
 [ 0.10684751  0.11980991  0.08868064  0.10399702  0.1001353   0.0863481
   0.10160833  0.09984908  0.10512417  0.08759984]
 [ 0.10373396  0.12055268  0.09419162  0.09687288  0.10218456  0.08640441
   0.08837312  0.10835933  0.09984367  0.09948381]
 [ 0.10503693  0.11297274  0.09341203  0.09427923  0.1076157   0.10361215
   0.09682891  0.09167233  0.10026392  0.09430619]
 [ 0.11285895  0.10529702  0.09393168  0.10180955  0.08812921  0.09243938
   0.09391037  0.1046107   0.09931394  0.10769929]
 [ 0.10323188  0.11013821  0.0847848   0.09635761  0.10197762  0.10534081
   0.09051033  0.0961208   0.10327871  0.10825925]
 [ 0.10785023  0.12200033  0.0853321   0.0952178   0.09737686  0.09442277
   0.10245893  0.09722171  0.1009777   0.09714159]
 [ 0.09794761  0.11852235  0.08559044  0.10323808  0.09262651  0.09860142
   0.10349555  0.10117123  0.09731951  0.10148726]
 [ 0.10373846  0.11407109  0.0883767   0.09832544  0.10552253  0.09740058
   0.09589111  0.10277672  0.09262796  0.1012695 ]
 [ 0.09369896  0.12350016  0.0887107   0.0955212   0.09402966  0.09773432
   0.10734984  0.0969931   0.08987366  0.11258845]
 [ 0.10156399  0.13331708  0.08515634  0.09991733  0.09825395  0.09355108
   0.10560546  0.0901961   0.08923204  0.10320666]
 [ 0.09812778  0.11837035  0.0865871   0.10485075  0.09209856  0.09334622
   0.10375489  0.10577303  0.09292672  0.10416459]
 [ 0.10797904  0.10234809  0.0873076   0.10993265  0.10352195  0.10115761
   0.09212465  0.10035601  0.10857604  0.08669631]
 [ 0.10599102  0.11508765  0.09179605  0.0848862   0.10410441  0.09152881
   0.09791058  0.10385135  0.09484375  0.11000023]
 [ 0.10157886  0.09813842  0.08868203  0.10069426  0.09680222  0.09779906
   0.09167738  0.11126871  0.10477136  0.10858767]
 [ 0.10636396  0.1327489   0.0907793   0.10542795  0.09550618  0.08240188
   0.10464706  0.08871157  0.09197769  0.10143548]
 [ 0.10808719  0.108826    0.088981    0.08783319  0.10168678  0.10214781
   0.09565795  0.09877797  0.10754073  0.10046124]
 [ 0.09880729  0.1167548   0.0856571   0.09988926  0.10021235  0.09832633
   0.09470528  0.09423671  0.10406283  0.10734803]
 [ 0.08987887  0.13344032  0.09580942  0.09395205  0.09355424  0.10369506
   0.09753912  0.09482078  0.10111143  0.09619874]
 [ 0.10852424  0.10795628  0.08902006  0.09917267  0.09725998  0.09772202
   0.09359273  0.09741726  0.10000493  0.10932989]
 [ 0.09524652  0.10419375  0.08221842  0.10635643  0.10521697  0.09133858
   0.09615305  0.1014144   0.11121018  0.10665169]
 [ 0.09703501  0.1223888   0.08658513  0.09703248  0.10154407  0.09377767
   0.09139289  0.09151942  0.10225026  0.11647426]
 [ 0.09882232  0.11194447  0.09120756  0.10181591  0.09654332  0.1022683
   0.09763455  0.0962067   0.10253856  0.10101842]
 [ 0.09864235  0.12513703  0.09686197  0.09444615  0.09839152  0.09962637
   0.08851599  0.0931131   0.10353577  0.10172975]
 [ 0.11419747  0.10443778  0.08274865  0.09427609  0.10049665  0.09107592
   0.11073297  0.1010535   0.09986052  0.10112043]
 [ 0.10917712  0.1096272   0.0937445   0.10059172  0.10109175  0.09471557
   0.09113789  0.09160407  0.10768083  0.10062928]
 [ 0.10441584  0.10133017  0.09529449  0.09424844  0.11203782  0.09405919
   0.09794461  0.10191616  0.09862098  0.10013231]
 [ 0.10523093  0.1250744   0.09076468  0.08827922  0.09607437  0.08738715
   0.0945466   0.09959482  0.10602335  0.10702436]
 [ 0.10098643  0.11400015  0.07985976  0.1066765   0.10359511  0.09867663
   0.08640167  0.09438374  0.11147699  0.10394301]
 [ 0.10456882  0.10831126  0.0920827   0.10484349  0.10197799  0.09319024
   0.09842224  0.09712885  0.09675364  0.10272083]
 [ 0.10306291  0.11633037  0.07723624  0.0957663   0.10893232  0.09964862
   0.09817099  0.0945884   0.09919122  0.10707256]
 [ 0.10245491  0.10821264  0.0897435   0.09198447  0.10884154  0.09035416
   0.08436234  0.10649183  0.11318813  0.10436644]
 [ 0.1035096   0.13783936  0.0878126   0.09675914  0.09456804  0.09380629
   0.09003666  0.08906197  0.09384246  0.11276394]
 [ 0.11366238  0.12422641  0.08691329  0.09659526  0.09089902  0.1008696
   0.07863024  0.10493047  0.10822115  0.09505203]
 [ 0.10295515  0.11117852  0.0815158   0.10285902  0.09624944  0.09699243
   0.10739116  0.1018606   0.09993631  0.09906163]
 [ 0.11477428  0.10645721  0.09649293  0.0983858   0.09859252  0.09291925
   0.08768633  0.09798492  0.09786364  0.10884303]
 [ 0.09160455  0.10060629  0.08430181  0.09732708  0.0947663   0.09717902
   0.10393029  0.11498751  0.11219812  0.10309906]
 [ 0.09701627  0.10644185  0.09657038  0.09758499  0.10149705  0.09645468
   0.09577009  0.09840769  0.1027847   0.10747229]
 [ 0.10718489  0.13401356  0.09406996  0.09829514  0.09096006  0.08823969
   0.09709927  0.09518362  0.09556881  0.09938496]
 [ 0.10552981  0.11865816  0.09597577  0.09077308  0.08885527  0.09326469
   0.10749501  0.10115067  0.10319026  0.09510732]
 [ 0.10747153  0.11220609  0.09131058  0.10398962  0.1034617   0.09696215
   0.08480647  0.09048101  0.10128361  0.10802726]
 [ 0.0924281   0.12052318  0.08525027  0.09698077  0.10995373  0.09021211
   0.09906343  0.10048053  0.09883461  0.10627332]
 [ 0.0935346   0.12741426  0.09020578  0.0981244   0.09367673  0.1015804
   0.09992891  0.09737221  0.10363368  0.09452901]
 [ 0.10106687  0.11695952  0.09122568  0.09810026  0.10184511  0.09993181
   0.10609021  0.09202815  0.09752487  0.09522765]
 [ 0.10674133  0.12544373  0.08718661  0.09251887  0.09194286  0.09009901
   0.10334135  0.09044342  0.09624769  0.1160353 ]
 [ 0.11345436  0.11310432  0.09843847  0.09059409  0.10836238  0.08981486
   0.08837253  0.09518602  0.10290955  0.09976331]
 [ 0.10186815  0.10454832  0.09536105  0.10952079  0.08858523  0.10470652
   0.09638065  0.09972222  0.10044407  0.09886296]
 [ 0.10672593  0.11112081  0.09423837  0.08974541  0.09775897  0.09496133
   0.09723114  0.10533982  0.10314126  0.09973686]
 [ 0.1080796   0.11356191  0.09118062  0.09182072  0.09733719  0.10917127
   0.09981529  0.10056544  0.08873758  0.09973031]
 [ 0.10534983  0.13279685  0.09177826  0.09152503  0.09189256  0.09813846
   0.09938521  0.09498461  0.08685546  0.10729384]
 [ 0.1052588   0.10425356  0.08593421  0.10865187  0.09566033  0.10243933
   0.10100566  0.08580532  0.10017302  0.11081791]
 [ 0.09869883  0.10940044  0.09608811  0.10276328  0.10009649  0.09484867
   0.09964684  0.0912009   0.09561463  0.11164176]
 [ 0.10366987  0.10894711  0.09917152  0.0903674   0.10044136  0.09485882
   0.09433696  0.09764131  0.10197435  0.10859135]
 [ 0.10771311  0.10975509  0.09062597  0.09998465  0.10017327  0.09882983
   0.09288739  0.09949164  0.10039966  0.10013941]
 [ 0.1101703   0.11942399  0.09264778  0.09442639  0.10298079  0.09259601
   0.10107004  0.09455317  0.09431115  0.09782033]
 [ 0.10717858  0.11661775  0.09809767  0.09775099  0.09349979  0.10485225
   0.09228222  0.09725226  0.08549064  0.10697785]
 [ 0.1024797   0.1122613   0.08833549  0.0996353   0.0992322   0.08888491
   0.11231389  0.09837776  0.08336196  0.11511759]
 [ 0.09477273  0.12870267  0.09366988  0.09254925  0.08945774  0.09651196
   0.09715687  0.09953562  0.11188897  0.09575437]
 [ 0.09784792  0.11278913  0.0795996   0.0949353   0.11335853  0.08761103
   0.10580995  0.09705357  0.10386721  0.1071277 ]
 [ 0.10793302  0.1270379   0.09224193  0.10095426  0.09745707  0.09613694
   0.08976211  0.09390265  0.10079542  0.09377879]
 [ 0.09925453  0.11698111  0.09226812  0.10223522  0.09302882  0.09859563
   0.09691607  0.08974755  0.10039081  0.11058212]
 [ 0.10220631  0.13318388  0.08079454  0.09498353  0.10083198  0.09727515
   0.09748826  0.10222257  0.09688387  0.09412996]
 [ 0.10623972  0.11347885  0.08769498  0.08802619  0.10149182  0.09243822
   0.09351914  0.1137983   0.10688891  0.09642386]
 [ 0.09120633  0.10550543  0.08802381  0.09752279  0.11528113  0.09209152
   0.10794839  0.10044514  0.10735103  0.09462447]
 [ 0.09352098  0.13245331  0.09457709  0.09082086  0.09654053  0.10354248
   0.09768555  0.09631412  0.09729952  0.0972455 ]
 [ 0.10821486  0.11894596  0.08491173  0.09495228  0.10330717  0.09838058
   0.1000137   0.09471632  0.09380551  0.10275184]
 [ 0.10241556  0.10197724  0.07753018  0.09425295  0.10703763  0.09741389
   0.09694754  0.10508368  0.11214565  0.10519573]
 [ 0.10378384  0.1260028   0.08672154  0.10050049  0.08670272  0.10552153
   0.09594737  0.094051    0.10299903  0.09776974]
 [ 0.10717782  0.11229824  0.09708694  0.09373048  0.10261761  0.09616161
   0.0899298   0.10184394  0.09963109  0.0995224 ]
 [ 0.09873502  0.11293351  0.09956854  0.10203858  0.10590196  0.09521973
   0.10341558  0.09141574  0.09280812  0.09796321]
 [ 0.10159475  0.12568492  0.09122539  0.09517015  0.1015383   0.09558748
   0.08961768  0.09126598  0.09346526  0.11485006]
 [ 0.09765565  0.09890269  0.08439769  0.09536103  0.10099329  0.10735498
   0.09952242  0.09995511  0.10861985  0.1072372 ]
 [ 0.09532925  0.11936878  0.09346004  0.09657189  0.09954735  0.09846915
   0.08691903  0.09769014  0.10423252  0.10841173]
 [ 0.10735624  0.10930816  0.09196683  0.08804593  0.09823059  0.09357233
   0.09852019  0.104165    0.1062237   0.10261104]
 [ 0.0972425   0.12856767  0.08744986  0.09349535  0.1030879   0.08933906
   0.10611729  0.09500777  0.09927773  0.10041491]
 [ 0.10592522  0.11837717  0.08795723  0.09724464  0.09571535  0.09456882
   0.10240729  0.10239881  0.10068664  0.09471883]
 [ 0.09987085  0.12237278  0.09210605  0.11058082  0.08830672  0.09809065
   0.09676615  0.08781867  0.10140306  0.10268428]
 [ 0.10894433  0.12790312  0.08419516  0.10636023  0.0892164   0.0894499
   0.09756476  0.09471402  0.09455758  0.10709446]
 [ 0.11354638  0.1256233   0.08837032  0.09837521  0.10811327  0.07975479
   0.09978103  0.09096482  0.09447794  0.10099296]
 [ 0.09954751  0.1133999   0.08603127  0.09265047  0.09667437  0.09920745
   0.09880562  0.10674738  0.10494011  0.10199595]
 [ 0.10080932  0.10650726  0.07879203  0.10072402  0.09893434  0.09712815
   0.09518103  0.10685625  0.10815033  0.1069173 ]
 [ 0.09905694  0.12479721  0.09173035  0.09302029  0.11113843  0.09009947
   0.09590008  0.09473548  0.099756    0.09976567]
 [ 0.09855609  0.11328316  0.09866017  0.09245946  0.105597    0.08947401
   0.09798716  0.09948974  0.09756564  0.10692745]
 [ 0.10232932  0.1067181   0.08974701  0.09673667  0.098168    0.0994065
   0.10826863  0.106213    0.10067736  0.09173537]
 [ 0.10430776  0.10999907  0.09511622  0.09927814  0.09426722  0.10140844
   0.09789146  0.09493931  0.10288931  0.09990309]
 [ 0.09819025  0.10783703  0.09177554  0.0934734   0.09907592  0.09870201
   0.09746056  0.10659491  0.10683241  0.10005798]
 [ 0.10833017  0.10898772  0.0809691   0.10001599  0.09664381  0.09656192
   0.09779536  0.09928464  0.10483588  0.10657543]
 [ 0.1001833   0.11405633  0.08775219  0.08551567  0.10587135  0.09996031
   0.08524954  0.10317073  0.11558593  0.10265459]
 [ 0.10034657  0.11691245  0.09699608  0.09599411  0.10382524  0.09246112
   0.10013843  0.09302704  0.09941781  0.10088107]
 [ 0.10044062  0.1039668   0.08726016  0.0937105   0.10142072  0.09590216
   0.09572256  0.11087625  0.1031405   0.10755967]
 [ 0.1040272   0.11676975  0.09886062  0.10172545  0.09535944  0.09815083
   0.09558996  0.09293739  0.08991978  0.10665957]
 [ 0.10960282  0.10989485  0.08823235  0.09540121  0.09927733  0.09502292
   0.10143792  0.10698047  0.09825031  0.09589982]
 [ 0.10689041  0.10943572  0.0841938   0.09702026  0.10629791  0.0895746
   0.0937999   0.11237922  0.10329867  0.09710947]]
INFO:tensorflow:probabilities = [[ 0.11022709  0.11099579  0.09221822  0.10532691  0.10162455  0.08289437
   0.08209287  0.10129398  0.10950848  0.10381787]
 [ 0.08892825  0.10724995  0.09007078  0.09750761  0.0992102   0.10228757
   0.0895551   0.10540088  0.11346918  0.1063205 ]
 [ 0.10254651  0.10715763  0.08590017  0.1148884   0.09266346  0.10339999
   0.08443263  0.09573044  0.09422972  0.11905107]
 [ 0.1048706   0.11130188  0.09544833  0.10429563  0.08719947  0.09273033
   0.08843467  0.10465531  0.10660004  0.10446376]
 [ 0.10563792  0.11517338  0.09253536  0.09484905  0.10857856  0.09020312
   0.09484903  0.09875695  0.09436185  0.10505474]
 [ 0.11579826  0.0993591   0.08108507  0.09527801  0.11022294  0.10972147
   0.08963232  0.08423713  0.10347264  0.11119297]
 [ 0.10375039  0.10809074  0.09496274  0.10529696  0.09108754  0.10062864
   0.09277994  0.10425888  0.09177279  0.1073714 ]
 [ 0.10413475  0.12095769  0.08873531  0.09165163  0.09964757  0.1037913
   0.09822825  0.09314607  0.09388515  0.10582232]
 [ 0.10424788  0.11692502  0.0882713   0.09391519  0.09560166  0.09841942
   0.08724307  0.10870001  0.10187005  0.10480645]
 [ 0.10161252  0.10134594  0.08814098  0.10571243  0.10873068  0.09720708
   0.08489946  0.09697089  0.10348329  0.11189677]
 [ 0.11154266  0.11260246  0.09557557  0.09462084  0.09396867  0.09397
   0.0979847   0.09663808  0.09812679  0.1049702 ]
 [ 0.1030537   0.12679335  0.09304555  0.09623847  0.10322418  0.08926922
   0.10003292  0.09290144  0.09869469  0.09674657]
 [ 0.10004012  0.12022882  0.09039938  0.10415369  0.09981561  0.10470384
   0.0914738   0.08817411  0.10168821  0.09932245]
 [ 0.09980725  0.12355953  0.09184094  0.10329175  0.09994141  0.09126565
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 [ 0.10570369  0.11599817  0.10035545  0.09629265  0.10043846  0.09438839
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 [ 0.10275315  0.12537253  0.09548222  0.10163954  0.09418289  0.0941061
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 [ 0.09776167  0.11385281  0.08935365  0.09370775  0.1116936   0.10697443
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 [ 0.10346161  0.11316233  0.08668365  0.10224057  0.0961445   0.09856674
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 [ 0.11279816  0.12418     0.08960972  0.09836665  0.09341018  0.08787232
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 [ 0.10189047  0.10879289  0.07915196  0.09146867  0.10286336  0.11211506
   0.0943134   0.10311319  0.0994501   0.10684088]
 [ 0.10162179  0.1102902   0.09081864  0.09259778  0.09841884  0.10092645
   0.09429403  0.10502838  0.10830229  0.09770167]
 [ 0.1064496   0.1172241   0.10267816  0.09058756  0.10078618  0.09282459
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 [ 0.09611083  0.11485523  0.09393261  0.10058682  0.09926573  0.09488225
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 [ 0.10696     0.11925659  0.09779584  0.09633882  0.10127164  0.09493619
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 [ 0.11152033  0.11724371  0.08472333  0.08720881  0.09495135  0.09672762
   0.10479946  0.10849587  0.10065911  0.09367052]
 [ 0.10912523  0.10703786  0.09647693  0.09140437  0.09813565  0.09788328
   0.1079744   0.09476721  0.10038677  0.09680828]
 [ 0.10507882  0.11907329  0.09438861  0.1083737   0.087672    0.10054552
   0.0959961   0.08510583  0.08929808  0.11446806]
 [ 0.10781661  0.11985476  0.1035189   0.09333351  0.1057076   0.09420349
   0.09096236  0.0969378   0.09005404  0.09761098]
 [ 0.10231841  0.11685214  0.08408374  0.09720875  0.09485766  0.09804457
   0.09311123  0.10251264  0.10605104  0.10495988]
 [ 0.10157926  0.10640052  0.07881109  0.11084788  0.09322353  0.10064486
   0.09728455  0.09494161  0.11248145  0.10378523]
 [ 0.10177483  0.11670196  0.0990536   0.10012756  0.09613764  0.09880134
   0.09799545  0.09004952  0.10486675  0.0944913 ]
 [ 0.09444166  0.11875633  0.09112303  0.09811702  0.09692904  0.09597954
   0.10442089  0.10286193  0.09948649  0.09788412]
 [ 0.11363773  0.10631241  0.09941528  0.09025032  0.10333817  0.09147961
   0.09295003  0.09437998  0.10927515  0.09896136]
 [ 0.11036176  0.10254357  0.0823418   0.10044237  0.101492    0.09405027
   0.09857891  0.10249782  0.10445726  0.10323431]
 [ 0.09834592  0.12433894  0.09826825  0.0958933   0.09468466  0.09071556
   0.09834143  0.10293738  0.09837313  0.09810146]
 [ 0.10834692  0.10900456  0.0917173   0.1056603   0.09517066  0.10241754
   0.0975017   0.08686725  0.09735832  0.10595532]
 [ 0.10643035  0.11309098  0.08590215  0.10102744  0.10065775  0.09676103
   0.09683504  0.09915717  0.10802983  0.09210828]
 [ 0.0994392   0.10972805  0.08854432  0.10052399  0.10084397  0.0948165
   0.09624223  0.10502658  0.10938122  0.09545383]
 [ 0.10665762  0.10442461  0.0925194   0.09089782  0.10276768  0.09505267
   0.10544738  0.1008542   0.10363828  0.09774031]
 [ 0.11277951  0.11579649  0.09025644  0.09036372  0.10429133  0.09920384
   0.09775199  0.09754454  0.0949889   0.09702328]
 [ 0.09992418  0.11671589  0.09887654  0.10170016  0.09864467  0.09254654
   0.09265321  0.09196077  0.10780708  0.09917095]
 [ 0.09588861  0.11659087  0.08904694  0.10015824  0.1010417   0.09669863
   0.09189831  0.09909195  0.10992031  0.09966437]
 [ 0.10588671  0.12992264  0.09418153  0.09525861  0.09483444  0.10434029
   0.09176146  0.08724768  0.09354308  0.1030236 ]
 [ 0.09251531  0.11517074  0.09116761  0.09217249  0.10650773  0.09988148
   0.09585845  0.09527487  0.10390938  0.10754201]
 [ 0.11480884  0.11564992  0.09158008  0.0870889   0.09560005  0.09352542
   0.0933857   0.10496549  0.10468236  0.0987132 ]
 [ 0.10383353  0.10796101  0.09582737  0.08976895  0.10902213  0.09418388
   0.10362516  0.10082261  0.09535418  0.09960101]
 [ 0.10991692  0.12268294  0.08591046  0.10688785  0.10243113  0.08417352
   0.1039836   0.09167719  0.10110934  0.09122708]
 [ 0.10899135  0.09798045  0.09121891  0.1060276   0.10057746  0.09521899
   0.11112002  0.08895585  0.09736519  0.10254415]
 [ 0.09560984  0.12818277  0.09289542  0.08696512  0.10132868  0.09693202
   0.09133689  0.10121735  0.10239962  0.10313229]
 [ 0.09430214  0.12475424  0.09648981  0.09648225  0.09400324  0.09991344
   0.09194119  0.09652643  0.10670107  0.09888619]
 [ 0.11557048  0.10380743  0.0783152   0.10068846  0.11088454  0.0898342
   0.09111369  0.1085107   0.10405891  0.09721634]
 [ 0.09473038  0.10698734  0.09948232  0.09817371  0.09208455  0.11020418
   0.09909873  0.09013419  0.11177897  0.09732562]
 [ 0.09270149  0.116251    0.10038309  0.09581008  0.10064816  0.09829856
   0.10394986  0.09101991  0.09696557  0.10397232]
 [ 0.10513572  0.10723019  0.08758692  0.10297414  0.10612859  0.09605344
   0.09548688  0.09668975  0.09732342  0.10539099]]
INFO:tensorflow:global_step/sec: 154.573
INFO:tensorflow:loss = 2.26182, step = 201
INFO:tensorflow:probabilities = [[ 0.11115382  0.11292822  0.08810285  0.09735934  0.09317365  0.10877175
   0.08228254  0.09226122  0.10569282  0.1082738 ]
 [ 0.10649346  0.12147952  0.09532668  0.0905099   0.09359868  0.10058087
   0.08634432  0.08609246  0.10583253  0.11374149]
 [ 0.09947208  0.11234467  0.09247088  0.102452    0.08742478  0.09760049
   0.10307456  0.10274567  0.10364991  0.09876493]
 [ 0.09993575  0.12033035  0.08555768  0.10094294  0.09872983  0.09661545
   0.09310558  0.1035727   0.10370029  0.09750941]
 [ 0.11270428  0.10805309  0.09806474  0.09108067  0.09416889  0.09378165
   0.08888523  0.09939498  0.10885687  0.1050096 ]
 [ 0.09845434  0.11408687  0.08976053  0.09588528  0.10112026  0.1006267
   0.10719985  0.09210352  0.10128786  0.09947485]
 [ 0.11521617  0.10425226  0.09137632  0.08919324  0.10986546  0.08969999
   0.10120733  0.09320977  0.10721447  0.09876496]
 [ 0.0961665   0.11905913  0.09832253  0.09797969  0.09383221  0.09249674
   0.10324886  0.10264321  0.09595578  0.10029532]
 [ 0.10035461  0.10606349  0.09561538  0.08912822  0.10242049  0.09725837
   0.10159808  0.1027538   0.10952945  0.0952782 ]
 [ 0.10455233  0.11539896  0.08335991  0.09875315  0.09544011  0.08678542
   0.10336397  0.11302896  0.09415575  0.10516142]
 [ 0.1158299   0.10394108  0.09088013  0.09769586  0.10021305  0.09315638
   0.08912128  0.09799258  0.11066938  0.1005004 ]
 [ 0.10878468  0.1092168   0.09397256  0.10085512  0.11085495  0.0929769
   0.09826901  0.09090938  0.09390679  0.10025389]
 [ 0.11105809  0.10864824  0.09639905  0.10035359  0.10504354  0.08687618
   0.10055789  0.09511844  0.0916886   0.10425638]
 [ 0.0958545   0.09711225  0.07739775  0.10169761  0.1015287   0.09352544
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 [ 0.10530294  0.10707708  0.08827406  0.0934934   0.10808598  0.08897041
   0.10241766  0.09835132  0.11557974  0.09244741]
 [ 0.10230918  0.10279945  0.08592965  0.08460212  0.11436475  0.11044905
   0.08478472  0.10641561  0.1016815   0.10666399]
 [ 0.10369483  0.11356974  0.09572036  0.09390835  0.09805448  0.10171992
   0.09494602  0.10629074  0.10189273  0.09020278]
 [ 0.10172706  0.12077527  0.08563693  0.09886581  0.09216188  0.091997
   0.10454907  0.10100311  0.09965523  0.10362862]
 [ 0.11255815  0.12305039  0.10845939  0.0983957   0.09968223  0.08908407
   0.0851915   0.08877988  0.09594201  0.09885666]
 [ 0.11046507  0.10663012  0.08185746  0.12358567  0.09533134  0.09221419
   0.09693544  0.08917021  0.10392501  0.09988558]
 [ 0.10554854  0.11772599  0.09822199  0.09294875  0.10569538  0.08899917
   0.09257179  0.09855554  0.09898113  0.10075171]
 [ 0.10395537  0.0969575   0.08777847  0.1008753   0.10152941  0.10348373
   0.09519585  0.10133502  0.09901228  0.10987704]
 [ 0.10194311  0.12068848  0.08505284  0.10304847  0.08889289  0.10276315
   0.09997823  0.09810746  0.09648161  0.1030437 ]
 [ 0.10983849  0.11645665  0.09075937  0.10357149  0.09892263  0.09483719
   0.09466957  0.10043744  0.09275967  0.0977475 ]
 [ 0.11810517  0.10818122  0.09496283  0.10045265  0.09460501  0.09297375
   0.10053323  0.10052644  0.08210485  0.10755486]
 [ 0.11122817  0.13538691  0.08397566  0.09390908  0.10446206  0.09712401
   0.08424535  0.08894751  0.10385671  0.09686451]
 [ 0.09929459  0.10901481  0.09156648  0.09357773  0.10119716  0.09910502
   0.11950026  0.09742961  0.09731869  0.09199558]
 [ 0.12276602  0.1055007   0.08125912  0.10349835  0.09544217  0.08939248
   0.09895694  0.09779363  0.10713656  0.09825394]
 [ 0.09813469  0.1167348   0.09051238  0.09349557  0.09921676  0.09832087
   0.09964476  0.10007066  0.09736504  0.10650444]
 [ 0.10265279  0.11644771  0.09159195  0.1018291   0.1024546   0.08921142
   0.08775878  0.09708962  0.10349127  0.10747278]
 [ 0.11036694  0.10859913  0.08795472  0.08615228  0.11782473  0.09709161
   0.08541885  0.09773055  0.10628503  0.10257626]
 [ 0.10498226  0.12051909  0.08203728  0.09311941  0.10268053  0.08998298
   0.09485196  0.10145766  0.09959183  0.1107771 ]
 [ 0.1063279   0.11051052  0.08968601  0.0918111   0.10947827  0.08837272
   0.10623059  0.09540274  0.101367    0.10081317]
 [ 0.11425624  0.09657905  0.09053995  0.09458328  0.10336868  0.09325301
   0.09542812  0.09685173  0.10739919  0.10774074]
 [ 0.11246654  0.12649381  0.08384176  0.10264168  0.09295689  0.08931477
   0.08924577  0.10488585  0.11619885  0.08195409]
 [ 0.09020036  0.10637146  0.09311397  0.10060319  0.1035871   0.09816539
   0.10001262  0.10500988  0.1065402   0.09639591]
 [ 0.10419223  0.10173648  0.09458897  0.09515891  0.09821916  0.10167172
   0.09265917  0.10108507  0.1079705   0.10271782]
 [ 0.09511639  0.13713442  0.09557436  0.09211461  0.09511296  0.09077549
   0.09546207  0.0983884   0.09884583  0.10147549]
 [ 0.09807613  0.10932638  0.09833675  0.10421687  0.09560582  0.09733272
   0.09034656  0.1045      0.09851775  0.10374097]
 [ 0.10061824  0.10615684  0.09273316  0.09811259  0.10091277  0.10006331
   0.08774646  0.10642806  0.09226965  0.11495882]
 [ 0.10820588  0.09797581  0.08806517  0.10186934  0.10182237  0.09060462
   0.09159116  0.10199972  0.10720165  0.11066423]
 [ 0.10034937  0.10893326  0.08679323  0.10423117  0.10417177  0.1002345
   0.09357167  0.10638388  0.09947586  0.09585525]
 [ 0.10472801  0.1202055   0.09226635  0.09791852  0.09445757  0.10456664
   0.08981325  0.09078345  0.10546442  0.09979638]
 [ 0.10365845  0.1039725   0.07716297  0.09770711  0.10021717  0.09608082
   0.09488968  0.10199165  0.1101001   0.11421946]
 [ 0.10505295  0.10799519  0.08540661  0.11378642  0.10141268  0.09572303
   0.09277067  0.1001217   0.09930924  0.09842151]
 [ 0.12073465  0.11206329  0.10115592  0.08429846  0.09973175  0.09079246
   0.10008389  0.09030522  0.10077462  0.1000597 ]
 [ 0.09836381  0.13641781  0.09006652  0.09370486  0.10067452  0.08971278
   0.09465059  0.09429018  0.10419899  0.09791987]
 [ 0.10163109  0.12970252  0.0935567   0.10549092  0.09827179  0.09142572
   0.09077515  0.09368555  0.10155959  0.0939009 ]
 [ 0.1083573   0.10333303  0.08972357  0.09458962  0.10464317  0.10012454
   0.09013537  0.09650052  0.11178396  0.10080898]
 [ 0.11435685  0.09801477  0.08731419  0.10371691  0.10065307  0.09935413
   0.09220176  0.09698081  0.10443173  0.10297573]
 [ 0.10092793  0.10460769  0.08602406  0.11031693  0.09947365  0.09408236
   0.09620456  0.09455346  0.10575532  0.10805405]
 [ 0.10253299  0.11576964  0.09722742  0.10264228  0.10711051  0.09409845
   0.09188011  0.09161512  0.09717302  0.09995046]
 [ 0.11413538  0.11416809  0.08412264  0.0997632   0.09672811  0.10291149
   0.09608037  0.08967508  0.10215471  0.10026099]
 [ 0.10207241  0.11611877  0.09358237  0.09601974  0.09715813  0.09583478
   0.08685211  0.10444486  0.09908176  0.10883508]
 [ 0.10930955  0.11935361  0.09841929  0.09480823  0.09391847  0.09170495
   0.1072359   0.09141821  0.09268887  0.10114291]
 [ 0.09576951  0.11290079  0.08431962  0.0933308   0.10293752  0.0950745
   0.08857208  0.11332756  0.1027752   0.11099248]
 [ 0.09873464  0.10255732  0.09544018  0.10056374  0.10164443  0.09418615
   0.0876732   0.09886806  0.09776331  0.12256896]
 [ 0.09868372  0.12120667  0.09443041  0.09619705  0.09686923  0.09395983
   0.09998941  0.10205013  0.09755564  0.09905788]
 [ 0.10020461  0.13106279  0.08989847  0.10676587  0.09078462  0.08748057
   0.09000895  0.09871789  0.10509528  0.099981  ]
 [ 0.10492498  0.11618136  0.09443018  0.09505923  0.10313991  0.10600789
   0.08748219  0.08922365  0.10823882  0.09531174]
 [ 0.09493421  0.12289212  0.09667479  0.09358112  0.09496024  0.09451132
   0.09622809  0.10245185  0.10251957  0.10124665]
 [ 0.10514725  0.11974861  0.09326068  0.09981465  0.09767313  0.09115804
   0.0846114   0.09673987  0.10221001  0.10963624]
 [ 0.10976692  0.11129748  0.092988    0.09899069  0.10024919  0.0978363
   0.09980254  0.09438824  0.09434642  0.10033418]
 [ 0.10038348  0.10043967  0.08089115  0.09492347  0.09970111  0.09692769
   0.09144804  0.11612421  0.12279526  0.09636587]
 [ 0.10944006  0.11783873  0.08868689  0.09736393  0.10285731  0.08916516
   0.08795559  0.10120812  0.09422091  0.11126331]
 [ 0.10111365  0.12519503  0.09236531  0.09712513  0.09078931  0.08055964
   0.11169267  0.10057332  0.09833696  0.102249  ]
 [ 0.09941787  0.11585155  0.09023476  0.09977762  0.10488255  0.09928146
   0.09550032  0.09505229  0.10290501  0.0970966 ]
 [ 0.10394826  0.09738075  0.09136493  0.08359642  0.11095186  0.10326725
   0.08840691  0.10251919  0.11440246  0.10416193]
 [ 0.11194406  0.11757366  0.09140117  0.09609119  0.09447611  0.10047767
   0.08280123  0.09671022  0.09353758  0.11498722]
 [ 0.09348815  0.11247848  0.08953567  0.09918418  0.10063601  0.09665506
   0.10430047  0.09913874  0.10335619  0.10122701]
 [ 0.10167655  0.11592942  0.08510751  0.1049638   0.10109942  0.10286874
   0.10157986  0.09511296  0.09930367  0.09235805]
 [ 0.10056479  0.12750098  0.086586    0.0981601   0.09495354  0.08790258
   0.092958    0.09993452  0.12050576  0.09093375]
 [ 0.11317365  0.1164274   0.09458201  0.09229241  0.09587219  0.09790695
   0.09667625  0.08755342  0.09719612  0.1083195 ]
 [ 0.10459296  0.1093021   0.08496743  0.09446305  0.10536283  0.08670057
   0.09077582  0.11061297  0.11069863  0.10252371]
 [ 0.0980793   0.11008637  0.10115924  0.09469844  0.09688729  0.11592474
   0.0851159   0.09236497  0.1032621   0.10242156]
 [ 0.09884479  0.12412993  0.0937445   0.1037326   0.10111698  0.0999112
   0.09919406  0.08723807  0.09912037  0.09296756]
 [ 0.09737848  0.11121902  0.08955071  0.09968789  0.0973532   0.10035722
   0.0992586   0.09728217  0.105018    0.1028947 ]
 [ 0.10934866  0.10909796  0.09539387  0.10505587  0.10889621  0.09237661
   0.09173857  0.09022664  0.10156977  0.0962959 ]
 [ 0.09713665  0.10103922  0.08616436  0.09707607  0.10554629  0.0999717
   0.09889989  0.1050823   0.09544291  0.11364061]
 [ 0.10328514  0.11249167  0.08977575  0.10321453  0.09772502  0.09822439
   0.10330136  0.09753514  0.09244179  0.10200512]
 [ 0.10031082  0.1142095   0.0916174   0.09467997  0.09658255  0.08839542
   0.08843217  0.10912221  0.11465316  0.10199675]
 [ 0.09696104  0.10602041  0.09302687  0.09665573  0.10936309  0.1021829
   0.08638711  0.09887176  0.09803111  0.11249991]
 [ 0.12484746  0.10538439  0.0798725   0.10552277  0.09188574  0.09885617
   0.09661441  0.10255946  0.09745647  0.09700059]
 [ 0.09621344  0.12384272  0.10217952  0.09768317  0.08857346  0.09544751
   0.10103443  0.09219664  0.10388754  0.09894171]
 [ 0.09504779  0.11595546  0.085441    0.1005227   0.10186244  0.09967267
   0.10498438  0.09751669  0.10308313  0.09591372]
 [ 0.10438059  0.11409842  0.09001862  0.10596121  0.09288941  0.09651463
   0.09349337  0.1033951   0.09847906  0.10076955]
 [ 0.10543717  0.12090497  0.08957964  0.09514257  0.09355176  0.0955167
   0.09389829  0.10309508  0.10877985  0.09409393]
 [ 0.11035115  0.1168215   0.08335209  0.10057797  0.09413461  0.08821921
   0.09940318  0.10294451  0.10422855  0.09996722]
 [ 0.09700672  0.10332586  0.08433669  0.10638279  0.10583304  0.10261431
   0.10042726  0.10742815  0.09418585  0.09845924]
 [ 0.10523474  0.11298615  0.07835296  0.10163501  0.10945247  0.10351023
   0.0870624   0.09183007  0.11106773  0.09886824]
 [ 0.10124753  0.1230738   0.08666489  0.09682608  0.08476055  0.09488009
   0.09338186  0.10335721  0.10889023  0.10691771]
 [ 0.0961295   0.11178926  0.08281561  0.10385303  0.09979131  0.1038603
   0.1008975   0.1037509   0.09951064  0.09760191]
 [ 0.11197677  0.10943644  0.09459836  0.09782579  0.10845879  0.09790181
   0.09031     0.09327645  0.09689116  0.09932435]
 [ 0.10916406  0.10310832  0.09722625  0.10679573  0.09473023  0.0864661
   0.09688766  0.10135672  0.09895954  0.10530539]
 [ 0.11410994  0.11788081  0.08227992  0.10883493  0.09040481  0.09309211
   0.09965459  0.08663338  0.10623527  0.1008743 ]
 [ 0.10012792  0.1138349   0.09190817  0.10194207  0.10755485  0.09823351
   0.09590057  0.08879635  0.09751112  0.10419057]
 [ 0.10715666  0.10403331  0.09655744  0.10342791  0.09299359  0.10395429
   0.09102273  0.09743984  0.10089654  0.10251763]
 [ 0.1022324   0.12159789  0.08898678  0.09823111  0.09417894  0.10686521
   0.09644113  0.08894644  0.10290247  0.0996177 ]
 [ 0.09917123  0.10616145  0.08930098  0.10120796  0.11084182  0.09647271
   0.1031487   0.10202754  0.09308684  0.09858075]
 [ 0.09390076  0.10182276  0.08560125  0.11598281  0.11382293  0.0903581
   0.0938431   0.08784273  0.10473093  0.11209461]]
INFO:tensorflow:probabilities = [[ 0.10433754  0.11066996  0.08846124  0.09697107  0.09742668  0.094349
   0.09659585  0.10780828  0.10471443  0.09866586]
 [ 0.11558066  0.09617044  0.09005122  0.10621783  0.09607657  0.10455413
   0.09151845  0.09363979  0.09976204  0.10642888]
 [ 0.104172    0.10069704  0.08344452  0.09131564  0.09632204  0.09128651
   0.10917021  0.10788501  0.10270025  0.11300682]
 [ 0.11270472  0.13044606  0.09684861  0.10694578  0.08922499  0.07845816
   0.10167971  0.10064255  0.09076516  0.09228425]
 [ 0.10173224  0.11998253  0.1024203   0.08642449  0.09674741  0.09731585
   0.10476691  0.09322582  0.09280248  0.10458195]
 [ 0.1022586   0.09748168  0.09298345  0.09584776  0.10851406  0.10033248
   0.0863353   0.09814137  0.10273177  0.1153735 ]
 [ 0.09912543  0.10091813  0.08832242  0.10693242  0.1084957   0.09076577
   0.10464711  0.10426259  0.10023354  0.09629688]
 [ 0.11370648  0.10313772  0.09424909  0.09286208  0.09218946  0.09700062
   0.09626562  0.08915266  0.10612074  0.11531547]
 [ 0.11013577  0.09822427  0.08438027  0.10997013  0.08758887  0.10932401
   0.08494668  0.09687897  0.10738822  0.11116289]
 [ 0.09871154  0.1213057   0.08938125  0.0945867   0.10356089  0.08668584
   0.09499836  0.09372093  0.10954816  0.10750056]
 [ 0.10631348  0.10178517  0.08663337  0.11200302  0.0978044   0.09873428
   0.08655793  0.09993924  0.11162822  0.09860082]
 [ 0.11007313  0.11955345  0.09117901  0.09205922  0.09575155  0.08796103
   0.10176603  0.09361579  0.10422148  0.10381942]
 [ 0.10690943  0.11714487  0.09450196  0.09703902  0.10297809  0.09957074
   0.09629143  0.09247052  0.09401211  0.0990818 ]
 [ 0.10386383  0.10904481  0.0932624   0.09665875  0.10406613  0.09688541
   0.0995411   0.10365373  0.09396867  0.09905521]
 [ 0.1163396   0.10134866  0.08550639  0.10207743  0.09872774  0.09567972
   0.09284283  0.08729333  0.10266597  0.11751827]
 [ 0.10858085  0.11955897  0.08827342  0.09611166  0.09999335  0.09620131
   0.08945426  0.08493141  0.10313827  0.11375654]
 [ 0.10648341  0.09407123  0.08593141  0.09789562  0.10433175  0.09923531
   0.08860821  0.10250077  0.11133776  0.10960457]
 [ 0.108286    0.10663953  0.08110774  0.09604772  0.09308674  0.09873929
   0.08824766  0.11420726  0.10610858  0.10752962]
 [ 0.10855536  0.11580448  0.09148903  0.10157871  0.09171517  0.09808018
   0.09521822  0.10035054  0.10241778  0.09479047]
 [ 0.1195384   0.11649604  0.08398449  0.09990747  0.10209002  0.0936618
   0.09127317  0.08765274  0.10307685  0.10231901]
 [ 0.10154966  0.1125278   0.09209636  0.09760908  0.09613948  0.09923898
   0.09414785  0.10249013  0.09988096  0.1043196 ]
 [ 0.10322502  0.10389131  0.089973    0.09852372  0.09979977  0.09743583
   0.09758151  0.12060658  0.09688494  0.09207832]
 [ 0.10152616  0.11168603  0.08937825  0.10477963  0.10288279  0.09284265
   0.09935058  0.09406303  0.1146003   0.0888906 ]
 [ 0.10285519  0.11667679  0.09497093  0.10127163  0.10100776  0.08946138
   0.08806658  0.10634625  0.09389616  0.10544736]
 [ 0.10213556  0.12302337  0.09544259  0.10191092  0.09431155  0.09948113
   0.09441397  0.09008639  0.09592315  0.10327135]
 [ 0.10326074  0.10301139  0.08279088  0.1039294   0.09530257  0.09940914
   0.09728525  0.10593859  0.10167165  0.10740045]
 [ 0.1038848   0.10575102  0.0882499   0.0842958   0.10521937  0.09726988
   0.10191606  0.10287233  0.09882762  0.11171329]
 [ 0.10619465  0.11031567  0.09582728  0.09684576  0.11394117  0.08876051
   0.10554587  0.09584365  0.09096686  0.09575854]
 [ 0.11811894  0.09446104  0.08553984  0.10680301  0.08716151  0.09861205
   0.09567844  0.09956954  0.10951829  0.10453735]
 [ 0.11710103  0.10185896  0.09507475  0.10675161  0.0980318   0.09596052
   0.08276918  0.09759287  0.10785218  0.09700709]
 [ 0.11305466  0.11472578  0.08976667  0.10226569  0.09584718  0.09647247
   0.09753786  0.08777387  0.094588    0.10796779]
 [ 0.10327698  0.13362223  0.09319978  0.09575336  0.09939233  0.09989861
   0.09278527  0.0841926   0.10266913  0.09520973]
 [ 0.10454541  0.11340316  0.09068877  0.10062066  0.0950201   0.0936476
   0.09211737  0.10197706  0.09967513  0.10830477]
 [ 0.11575203  0.10731717  0.09265432  0.10054246  0.09763079  0.08972741
   0.09768839  0.10594419  0.10373351  0.08900969]
 [ 0.11554404  0.09889907  0.08577747  0.10866795  0.09587454  0.09812117
   0.09963181  0.09093503  0.1041254   0.10242352]
 [ 0.11759886  0.10818666  0.08713276  0.10227402  0.09621851  0.08196156
   0.10180891  0.10506287  0.10825832  0.09149761]
 [ 0.09312104  0.10287629  0.08578469  0.09772446  0.11755096  0.09558338
   0.09996463  0.09908488  0.11070696  0.09760275]
 [ 0.10075269  0.12318376  0.09693831  0.09480409  0.10357783  0.09185102
   0.10792901  0.08898712  0.10265555  0.08932056]
 [ 0.11356317  0.11222576  0.09286966  0.1023966   0.09270754  0.09235182
   0.09959921  0.08700823  0.1032165   0.10406143]
 [ 0.10115359  0.11261594  0.08709278  0.10101274  0.10399992  0.09259631
   0.10545301  0.10133364  0.09397579  0.10076627]
 [ 0.11473665  0.0931716   0.09728827  0.10101509  0.09238063  0.08049609
   0.10186478  0.10665733  0.10251736  0.10987229]
 [ 0.11248075  0.12305358  0.08665183  0.10513426  0.11219576  0.09507898
   0.08159953  0.09121521  0.10286684  0.08972316]
 [ 0.09920328  0.11475471  0.08787756  0.09736454  0.10562441  0.09892435
   0.09718003  0.09808988  0.10056066  0.10042058]
 [ 0.10461666  0.11151127  0.09413356  0.09973599  0.10495762  0.09867129
   0.09051168  0.0928621   0.10743546  0.09556441]
 [ 0.10266787  0.12272786  0.09667164  0.10050868  0.09658734  0.10060459
   0.08444907  0.09065297  0.09948986  0.10564011]
 [ 0.10420007  0.10692347  0.08526796  0.10716635  0.09778052  0.08907006
   0.09213069  0.11116012  0.11127689  0.09502393]
 [ 0.1047333   0.11742934  0.08729197  0.09933262  0.09103677  0.08905743
   0.09506293  0.10344588  0.11237838  0.10023134]
 [ 0.10409053  0.10090747  0.09026818  0.09952838  0.11087616  0.08955752
   0.09340764  0.09733035  0.10462274  0.10941102]
 [ 0.11357481  0.1237442   0.09630515  0.09359606  0.09707386  0.10332222
   0.08989587  0.09440818  0.08721479  0.10086485]
 [ 0.10502596  0.10766507  0.09387907  0.1161105   0.09679516  0.09320375
   0.09902784  0.08902793  0.09590999  0.1033548 ]
 [ 0.09405987  0.11985707  0.09322429  0.09312692  0.10252853  0.09324655
   0.09428     0.10144938  0.10723311  0.10099432]
 [ 0.10628316  0.09816229  0.08159052  0.09753858  0.09685725  0.09355386
   0.1111471   0.10134071  0.11762924  0.09589734]
 [ 0.1014129   0.11522157  0.08398373  0.1023522   0.09987295  0.08760673
   0.09955852  0.10469891  0.10941979  0.09587262]
 [ 0.09549494  0.11030351  0.08470209  0.09895924  0.10081126  0.09752098
   0.10240957  0.10741633  0.10475394  0.09762814]
 [ 0.09524082  0.12511602  0.10441655  0.09702828  0.09699494  0.09964286
   0.08834279  0.09037734  0.11055806  0.09228235]
 [ 0.11835396  0.11447903  0.09568621  0.10456923  0.09134094  0.08543757
   0.09832557  0.09475935  0.09945527  0.09759285]
 [ 0.11427034  0.1135425   0.09252494  0.10180962  0.09868564  0.08526211
   0.10434148  0.09606309  0.10576282  0.08773741]
 [ 0.10232218  0.10201527  0.09453972  0.09298001  0.10044539  0.10365245
   0.10306185  0.09463695  0.10076163  0.10558446]
 [ 0.09975307  0.12225168  0.09889109  0.1020934   0.09411534  0.10003468
   0.09141108  0.09167702  0.09828191  0.10149071]
 [ 0.09492657  0.10522085  0.08516905  0.0989143   0.10638281  0.09778243
   0.10000093  0.09640113  0.1062111   0.1089908 ]
 [ 0.10815153  0.10477256  0.09629985  0.09326865  0.10077379  0.1000608
   0.08984979  0.09941575  0.10766934  0.09973785]
 [ 0.11299209  0.09561877  0.09207438  0.10237127  0.09656743  0.08417281
   0.11000055  0.1101521   0.09387623  0.10217438]
 [ 0.1049337   0.10129301  0.09318107  0.09152598  0.10048128  0.10256962
   0.08355273  0.10406674  0.10211183  0.11628406]
 [ 0.10120237  0.10130881  0.10331804  0.09435555  0.09429767  0.10090199
   0.09018587  0.11103716  0.09489936  0.10849322]
 [ 0.1001423   0.12048044  0.09034313  0.10137372  0.11336882  0.09249461
   0.08470415  0.10471166  0.09736696  0.09501413]
 [ 0.10411379  0.11255497  0.09103999  0.09803616  0.09425646  0.09968109
   0.09306491  0.10151609  0.10129724  0.10443934]
 [ 0.10223014  0.10296138  0.09543686  0.09527     0.10550963  0.09438692
   0.09475105  0.09595613  0.11052465  0.10297342]
 [ 0.10394671  0.11530931  0.09676775  0.10354008  0.10588067  0.08947878
   0.10037924  0.090051    0.09085455  0.10379191]
 [ 0.12820055  0.09924137  0.08373372  0.10564768  0.09298891  0.10051062
   0.08281427  0.08939695  0.10038537  0.11708064]
 [ 0.10813724  0.0999881   0.0885842   0.10396527  0.09765661  0.10049821
   0.09414792  0.0947359   0.09445552  0.11783102]
 [ 0.12584472  0.10361842  0.08145016  0.11210778  0.09691618  0.09686194
   0.0938793   0.09833106  0.08810019  0.10289017]
 [ 0.11241719  0.09255318  0.08483639  0.10497821  0.09497889  0.09272261
   0.10139932  0.1015529   0.11434081  0.10022051]
 [ 0.09532989  0.12883501  0.08988325  0.08967583  0.10618053  0.10182743
   0.09707341  0.09213435  0.10139266  0.09766746]
 [ 0.11089997  0.10931879  0.08329399  0.08821962  0.11136324  0.09870081
   0.09061696  0.09459531  0.09882446  0.11416683]
 [ 0.09998817  0.11594465  0.09238157  0.09495732  0.09473187  0.0945364
   0.1055189   0.09881718  0.10132993  0.10179399]
 [ 0.11068593  0.11931855  0.08958869  0.1040644   0.09371831  0.09310805
   0.102782    0.09512706  0.09623466  0.09537233]
 [ 0.10648759  0.10931753  0.09615944  0.10049386  0.09487692  0.08956616
   0.09337586  0.10410549  0.10524809  0.10036904]
 [ 0.1003186   0.11005351  0.10301419  0.0939872   0.10416374  0.09149927
   0.10095763  0.10416421  0.09286638  0.09897525]
 [ 0.10781556  0.12313884  0.09501783  0.09997289  0.09126957  0.09204869
   0.09126605  0.1013912   0.10251042  0.09556892]
 [ 0.10791387  0.10275075  0.08329442  0.10951474  0.09664668  0.10032806
   0.09504022  0.09547023  0.10085218  0.10818887]
 [ 0.09449155  0.11992573  0.09016245  0.10787244  0.09577509  0.10527039
   0.09494303  0.09088131  0.10494466  0.09573331]
 [ 0.10000802  0.11715895  0.09146713  0.10166603  0.09423365  0.09854488
   0.09078504  0.0950148   0.10929001  0.10183153]
 [ 0.1166137   0.118684    0.0889349   0.09057406  0.09990291  0.09876131
   0.09676901  0.09305357  0.10440432  0.09230229]
 [ 0.10904617  0.12360413  0.08906016  0.09636558  0.09539603  0.09499746
   0.09631718  0.09071206  0.09985717  0.10464404]
 [ 0.12076265  0.11202486  0.08195054  0.10258646  0.08976865  0.08868087
   0.09690098  0.101934    0.09495075  0.11044021]
 [ 0.10294895  0.12704988  0.09704945  0.10270977  0.10215374  0.10518411
   0.09020649  0.08972058  0.09145731  0.09151968]
 [ 0.1018366   0.12215808  0.09323509  0.09615242  0.09358507  0.105769
   0.09911606  0.09644732  0.08501473  0.10668551]
 [ 0.09683015  0.10698879  0.08644961  0.1013035   0.09552103  0.10423033
   0.09589417  0.10258883  0.11430226  0.09589139]
 [ 0.09827366  0.10980921  0.07693459  0.09791231  0.09920727  0.09609608
   0.10138784  0.10530159  0.10280669  0.11227072]
 [ 0.10379634  0.11764408  0.09430816  0.08947021  0.1000637   0.09638359
   0.09173427  0.10452355  0.09661864  0.1054576 ]
 [ 0.11402918  0.10617669  0.08687133  0.10638025  0.09185117  0.08924925
   0.09941285  0.09223635  0.10255408  0.11123886]
 [ 0.09885167  0.11021948  0.08392227  0.10059106  0.10711562  0.10434903
   0.0879386   0.09113111  0.10155087  0.1143303 ]
 [ 0.10242534  0.1076306   0.09366522  0.10771138  0.10269319  0.08528365
   0.10029577  0.10330364  0.09764383  0.09934736]
 [ 0.10514326  0.10846707  0.09280401  0.10021124  0.09302163  0.09715156
   0.09029538  0.10072349  0.1008767   0.11130567]
 [ 0.11847644  0.10847513  0.09048656  0.08845232  0.10808328  0.09579555
   0.09467635  0.08524049  0.10858314  0.10173079]
 [ 0.11677752  0.10869027  0.09094667  0.09973313  0.09057537  0.09183151
   0.09727795  0.09208898  0.10468501  0.10739358]
 [ 0.10768563  0.10137989  0.08062318  0.09776329  0.10541161  0.10183068
   0.0978268   0.11019097  0.09578194  0.10150615]
 [ 0.10402586  0.1119101   0.09102141  0.09883253  0.10650793  0.08790743
   0.08802611  0.10486475  0.10587201  0.10103184]
 [ 0.10333824  0.11584115  0.09021042  0.09898493  0.093802    0.09783842
   0.08605755  0.10661524  0.10823151  0.09908058]
 [ 0.10238551  0.11573102  0.09469013  0.09705241  0.10030826  0.10110303
   0.08869674  0.09661978  0.09901863  0.10439455]]
INFO:tensorflow:global_step/sec: 139.576
INFO:tensorflow:loss = 2.25992, step = 301
INFO:tensorflow:probabilities = [[ 0.11172942  0.10595065  0.10409944  0.10467996  0.08937956  0.08990755
   0.09262746  0.09878766  0.09497076  0.10786757]
 [ 0.10001888  0.11009898  0.08794417  0.10152853  0.09595308  0.10323474
   0.08859923  0.10802075  0.11311591  0.09148575]
 [ 0.1009187   0.10514833  0.09028265  0.10838857  0.09948707  0.09338639
   0.09653408  0.09686767  0.10154948  0.10743702]
 [ 0.10733309  0.1221863   0.08975627  0.09617968  0.09323209  0.09784742
   0.09806499  0.09953662  0.10242239  0.09344106]
 [ 0.10707386  0.11505273  0.0990806   0.09143831  0.10070505  0.09115461
   0.09450659  0.09352947  0.10778366  0.09967516]
 [ 0.09765511  0.11283025  0.10674298  0.09812547  0.09666505  0.09784207
   0.10327847  0.08645368  0.09741555  0.10299138]
 [ 0.11919905  0.10234244  0.0896759   0.10800822  0.09154939  0.09194404
   0.08549187  0.09968612  0.11220646  0.09989654]
 [ 0.10391662  0.10188948  0.10359265  0.09782886  0.10071886  0.08514242
   0.10387553  0.08679611  0.10613149  0.11010803]
 [ 0.10795785  0.09771386  0.10386399  0.08223242  0.10617262  0.10039598
   0.08978256  0.09922243  0.11354234  0.09911598]
 [ 0.09640913  0.11222824  0.11016126  0.0946985   0.1028173   0.09270941
   0.08729088  0.09952054  0.10518977  0.09897502]
 [ 0.09934299  0.12386005  0.08481139  0.11688825  0.10211013  0.08546515
   0.09101763  0.09738956  0.09554871  0.10356609]
 [ 0.1057426   0.08401568  0.09317484  0.09879123  0.0911656   0.10032204
   0.11407126  0.10312391  0.11234284  0.09725002]
 [ 0.11499144  0.09763293  0.08262563  0.09903669  0.10113825  0.08819878
   0.10383373  0.09476151  0.11658061  0.10120044]
 [ 0.11895966  0.10727059  0.09449358  0.09872633  0.09824515  0.09593773
   0.09366734  0.08932249  0.09803081  0.1053464 ]
 [ 0.10622519  0.10585687  0.07959497  0.11300047  0.09710932  0.08779444
   0.09868333  0.10782189  0.09716673  0.10674674]
 [ 0.09599521  0.10637848  0.09785978  0.10181133  0.09397714  0.09812786
   0.10031693  0.10696401  0.10739718  0.09117211]
 [ 0.10754383  0.09810348  0.09260859  0.1000279   0.08651289  0.10039973
   0.08416345  0.10425848  0.10220925  0.12417245]
 [ 0.09907474  0.1132696   0.09130193  0.10538149  0.09590088  0.09117961
   0.08572561  0.09787947  0.11116727  0.10911941]
 [ 0.09684123  0.10662694  0.09417745  0.10172497  0.11053681  0.09751511
   0.09476077  0.09544294  0.0978099   0.10456398]
 [ 0.10680796  0.11239106  0.09589036  0.10301963  0.09280422  0.09328431
   0.09619652  0.10581588  0.10121218  0.09257786]
 [ 0.10102429  0.11198838  0.08794849  0.10680871  0.09449167  0.09146189
   0.09390321  0.10241438  0.10331494  0.10664403]
 [ 0.10421619  0.1196584   0.09811693  0.09482274  0.08714705  0.09664117
   0.09642076  0.10215002  0.1018367   0.09898996]
 [ 0.09849462  0.10634639  0.08544631  0.11319969  0.09714688  0.10062099
   0.09209041  0.09747016  0.09205849  0.11712608]
 [ 0.10970961  0.10969836  0.09693099  0.09627541  0.09403993  0.09566087
   0.09827552  0.10157502  0.09850705  0.09932737]
 [ 0.0962915   0.10809746  0.08787447  0.10235673  0.09982781  0.10217662
   0.09835625  0.10062899  0.0998973   0.10449293]
 [ 0.11525462  0.10789815  0.10396523  0.09891161  0.10069069  0.09543682
   0.09349461  0.09571481  0.09913377  0.08949973]
 [ 0.1040091   0.11985919  0.09420528  0.09847526  0.09547212  0.09652176
   0.09395557  0.09808453  0.10768073  0.09173655]
 [ 0.10551094  0.1008053   0.08233841  0.1045244   0.10833909  0.08523655
   0.09551388  0.10402836  0.11125892  0.10244422]
 [ 0.09984598  0.12426891  0.08694492  0.10316262  0.09214082  0.0994879
   0.09950002  0.09881904  0.10150613  0.09432364]
 [ 0.10386246  0.11793695  0.08952431  0.10129401  0.10636286  0.09717691
   0.08900831  0.09486367  0.10042609  0.09954441]
 [ 0.10205471  0.11917552  0.10055867  0.10152157  0.09802864  0.09561095
   0.09908194  0.08007134  0.10776725  0.09612946]
 [ 0.12078013  0.10196107  0.0867383   0.09581605  0.10100455  0.08927756
   0.09922277  0.10155123  0.08728652  0.11636183]
 [ 0.09844223  0.09955986  0.09115271  0.08958229  0.10962066  0.1011254
   0.09465899  0.1030842   0.09833685  0.11443681]
 [ 0.09866351  0.1080526   0.09721186  0.08502173  0.10175817  0.11505976
   0.08761705  0.10788691  0.10290215  0.09582627]
 [ 0.10181943  0.09349945  0.10212845  0.10741868  0.10488223  0.10349541
   0.09649724  0.09784479  0.09674286  0.09567151]
 [ 0.11267609  0.09867989  0.08784702  0.10788504  0.09529758  0.09436014
   0.0979572   0.1060279   0.09410455  0.10516462]
 [ 0.11015974  0.1165956   0.09760477  0.09055207  0.10235447  0.10515221
   0.09663668  0.08583668  0.08853511  0.10657264]
 [ 0.10254356  0.10567833  0.09406301  0.09246808  0.10304835  0.09021655
   0.09381881  0.10141306  0.1069591   0.10979117]
 [ 0.09951681  0.12717527  0.10200297  0.09546825  0.10036389  0.11762859
   0.09003447  0.07332867  0.10120387  0.09327717]
 [ 0.10536458  0.11939824  0.0947476   0.10556721  0.10060633  0.0921557
   0.08419207  0.09051131  0.11338511  0.09407181]
 [ 0.1090465   0.1030504   0.08714805  0.10040808  0.10324758  0.09984109
   0.09830102  0.09747168  0.10348826  0.09799737]
 [ 0.10531168  0.11488333  0.09621719  0.09184176  0.10445049  0.09699637
   0.10410605  0.09338063  0.0907975   0.102015  ]
 [ 0.09085947  0.10919245  0.0886396   0.09614004  0.10694776  0.10214087
   0.103264    0.09984124  0.10247219  0.10050249]
 [ 0.10081226  0.11466179  0.09449419  0.09947713  0.0939554   0.09840883
   0.09671128  0.09658126  0.10400113  0.1008968 ]
 [ 0.11399198  0.1076438   0.09013771  0.10050861  0.10517666  0.09039567
   0.08840692  0.09469511  0.10365396  0.10538956]
 [ 0.1064934   0.10916309  0.09441751  0.09855615  0.10060478  0.09530581
   0.09945451  0.09481928  0.09816316  0.10302234]
 [ 0.10899206  0.11662679  0.09113567  0.10120477  0.09394745  0.09762741
   0.08981911  0.09692993  0.10065479  0.10306207]
 [ 0.10511038  0.10433397  0.08625712  0.10634926  0.10065956  0.09531043
   0.09623287  0.09226304  0.10009252  0.1133909 ]
 [ 0.10018004  0.10905527  0.09292452  0.10505089  0.09897737  0.09367883
   0.09864861  0.09451874  0.09347478  0.11349095]
 [ 0.10476837  0.11353512  0.09271666  0.10562572  0.0999352   0.0922724
   0.10990523  0.09082171  0.1008704   0.08954921]
 [ 0.09423432  0.1063472   0.08332623  0.09549656  0.10071278  0.09062646
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 [ 0.11186585  0.12015905  0.08758622  0.10614183  0.08992628  0.08934449
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 [ 0.11041669  0.12655401  0.08627803  0.09244043  0.10605526  0.08106697
   0.09840792  0.10011766  0.10106617  0.0975969 ]
 [ 0.10185929  0.11883386  0.09258268  0.09435467  0.09721226  0.09304402
   0.08942275  0.10368818  0.09980746  0.10919473]
 [ 0.09896486  0.13363354  0.09201369  0.09964811  0.09176033  0.09249269
   0.1008518   0.09323218  0.10755206  0.08985075]
 [ 0.10108054  0.10724586  0.09083634  0.09265093  0.10458904  0.09126737
   0.10490888  0.10827457  0.09623607  0.10291035]
 [ 0.10200229  0.10466691  0.08639845  0.09182713  0.10257614  0.11002662
   0.07794664  0.09757063  0.11769396  0.10929126]
 [ 0.10988356  0.1068269   0.08342515  0.10209577  0.09362062  0.09454145
   0.10135014  0.0966943   0.10584576  0.10571624]
 [ 0.10731275  0.12022591  0.0881523   0.09797522  0.09750808  0.09336175
   0.10433313  0.09823903  0.09625593  0.09663595]
 [ 0.10832693  0.12157533  0.08891658  0.09686264  0.09514491  0.09935974
   0.09049308  0.10015631  0.1028966   0.09626793]
 [ 0.10684498  0.11800317  0.09626591  0.11353038  0.10024407  0.08927567
   0.08950513  0.09271929  0.09375916  0.09985225]
 [ 0.10175347  0.11362164  0.08999421  0.10472305  0.09531532  0.09157652
   0.09333722  0.09529991  0.10328236  0.11109634]
 [ 0.10531496  0.10264277  0.09209821  0.09211309  0.11092637  0.10333276
   0.0970958   0.10723715  0.09463595  0.09460293]
 [ 0.09693255  0.12109134  0.09776418  0.11125089  0.09895422  0.08692279
   0.0963007   0.0936248   0.09519698  0.10196146]
 [ 0.11813135  0.11369893  0.09459214  0.09255693  0.09626001  0.08193822
   0.09254699  0.09653705  0.09756889  0.11616949]
 [ 0.09703277  0.1126159   0.0950145   0.09973365  0.09954365  0.10298105
   0.09953607  0.09440354  0.09437884  0.1047601 ]
 [ 0.1001596   0.09815186  0.09247198  0.1106566   0.09399029  0.09755465
   0.09453205  0.09730709  0.11576316  0.09941269]
 [ 0.11229245  0.09891566  0.09668633  0.09689531  0.09396178  0.09624863
   0.09950714  0.09573434  0.10537881  0.10437958]
 [ 0.09491003  0.11226203  0.09019813  0.09845267  0.10758613  0.10230109
   0.09379988  0.08487596  0.11548893  0.10012514]
 [ 0.10532073  0.11611421  0.09408768  0.10963207  0.09301448  0.09782012
   0.08620758  0.09847122  0.09167486  0.10765705]
 [ 0.11379492  0.11745225  0.09624934  0.09773308  0.09598066  0.08915465
   0.0924004   0.09420503  0.09587754  0.10715212]
 [ 0.10211332  0.10640117  0.09285027  0.10178909  0.10649848  0.0932918
   0.08846147  0.09446     0.09421616  0.11991831]
 [ 0.09210299  0.12788223  0.09588365  0.10784774  0.09338064  0.09483944
   0.08317892  0.09001455  0.10875762  0.10611232]
 [ 0.10166051  0.10140806  0.09858713  0.10169693  0.10035805  0.0887976
   0.09934749  0.09912989  0.10504145  0.10397286]
 [ 0.11810806  0.10987421  0.08453974  0.10102881  0.08804294  0.09101407
   0.08726981  0.1102498   0.10336602  0.10650658]
 [ 0.10323471  0.11626957  0.08537243  0.10229278  0.09282666  0.09589677
   0.09080449  0.09831677  0.10739666  0.10758911]
 [ 0.09485596  0.10730074  0.09392209  0.11040416  0.08557519  0.08723322
   0.10279829  0.100647    0.11712836  0.10013492]
 [ 0.10715293  0.11121048  0.09074356  0.09226894  0.10531811  0.08894797
   0.09554324  0.10010882  0.09589829  0.11280766]
 [ 0.10100504  0.1118037   0.10060877  0.10473072  0.09424251  0.08713518
   0.10131466  0.09298103  0.09332363  0.11285473]
 [ 0.11671633  0.10290094  0.09278001  0.10871623  0.09057437  0.08829609
   0.10461672  0.09546386  0.09762939  0.10230602]
 [ 0.09832647  0.12314422  0.09644581  0.09723417  0.10046159  0.09693672
   0.10483873  0.08774868  0.09847152  0.09639221]
 [ 0.10682647  0.10227126  0.08488869  0.11529895  0.0919631   0.11001104
   0.08839446  0.08348354  0.10323647  0.1136261 ]
 [ 0.10113295  0.10894911  0.09585603  0.10360421  0.10585294  0.0909273
   0.0936095   0.09830786  0.10354942  0.09821068]
 [ 0.09884921  0.10714842  0.08824573  0.1086918   0.10021524  0.08987433
   0.09415945  0.09733888  0.10597316  0.10950375]
 [ 0.10323527  0.10307227  0.09008927  0.09929653  0.11384895  0.09218357
   0.09857477  0.09309758  0.10386202  0.10273974]
 [ 0.09554039  0.10568792  0.0974523   0.10741115  0.09546617  0.09131669
   0.09320089  0.10087257  0.11295752  0.10009435]
 [ 0.10772134  0.1127905   0.09515693  0.09702311  0.10781396  0.09115578
   0.08770125  0.09032222  0.10618264  0.1041322 ]
 [ 0.10019262  0.10602586  0.08759918  0.11125145  0.09350722  0.0947016
   0.09947502  0.10037889  0.10090847  0.10595965]
 [ 0.10905902  0.10914586  0.09015907  0.08787303  0.10309568  0.09140942
   0.10398291  0.11135158  0.09522728  0.09869607]
 [ 0.1261882   0.09538605  0.08792079  0.09634337  0.10421742  0.08260564
   0.08865269  0.0972541   0.10718674  0.11424504]
 [ 0.10586614  0.11648828  0.09257781  0.10910819  0.08797736  0.08853343
   0.0994102   0.0970216   0.09493193  0.10808497]
 [ 0.12183624  0.09689122  0.08110704  0.11915012  0.09166572  0.09242135
   0.0978986   0.09705727  0.10279934  0.0991731 ]
 [ 0.11136921  0.10026166  0.0979294   0.0999842   0.09347047  0.09489752
   0.08287282  0.09613324  0.10659897  0.11648244]
 [ 0.11133731  0.110744    0.09358544  0.09734567  0.10263178  0.1003191
   0.10112396  0.09474855  0.0930207   0.09514344]
 [ 0.10323052  0.12034249  0.08900665  0.1019721   0.09494603  0.08879186
   0.09401936  0.1031189   0.10043324  0.10413875]
 [ 0.09475415  0.12122874  0.08816957  0.0996252   0.09047758  0.10802054
   0.0906273   0.10908     0.09720068  0.10081612]
 [ 0.10895687  0.10319237  0.08678381  0.1003532   0.09196248  0.10423662
   0.09241176  0.10124411  0.10583177  0.10502706]
 [ 0.10797823  0.09664812  0.09055033  0.10729736  0.10915682  0.0975616
   0.09449392  0.09073336  0.09311365  0.11246657]
 [ 0.10478556  0.11425237  0.09842005  0.09091227  0.10040577  0.09229828
   0.10452862  0.09844355  0.09720907  0.09874448]
 [ 0.1116487   0.11900419  0.10186939  0.09293874  0.10002024  0.09601555
   0.08431833  0.08913583  0.09687588  0.10817314]]
INFO:tensorflow:probabilities = [[ 0.10003454  0.11889087  0.09203275  0.09852896  0.10408857  0.0960058
   0.08395414  0.10254168  0.10624947  0.09767326]
 [ 0.10767651  0.11294065  0.09987798  0.11226104  0.094249    0.09799174
   0.08359241  0.09225652  0.09511932  0.10403489]
 [ 0.10513299  0.10559296  0.09650067  0.11521506  0.09697154  0.08623974
   0.10438887  0.08644584  0.10354955  0.09996283]
 [ 0.13081385  0.09223789  0.08812182  0.11316898  0.08487001  0.10219494
   0.08992086  0.09458663  0.10216206  0.10192288]
 [ 0.10271904  0.10613976  0.08457658  0.09878198  0.09617245  0.09178893
   0.09681771  0.11103228  0.10098532  0.11098596]
 [ 0.10511442  0.11620034  0.09446755  0.12462617  0.08516917  0.08789951
   0.08612503  0.08976845  0.10737447  0.10325494]
 [ 0.10468105  0.12829876  0.08528052  0.10452408  0.09743321  0.08738659
   0.09356013  0.09370452  0.09798063  0.10715051]
 [ 0.09614278  0.12897515  0.10333945  0.10534096  0.09188412  0.10549849
   0.08920252  0.09196881  0.10160416  0.08604362]
 [ 0.11124206  0.10485078  0.09525244  0.10557491  0.09281509  0.08913161
   0.0891797   0.09830578  0.10982572  0.10382199]
 [ 0.09146864  0.11437594  0.09220891  0.10257803  0.09299316  0.10105854
   0.09765524  0.10433007  0.10810766  0.09522378]
 [ 0.10412087  0.11390015  0.09913033  0.09658092  0.09473316  0.08712807
   0.08844914  0.10791737  0.10239577  0.10564423]
 [ 0.10065638  0.12856358  0.10068014  0.10111483  0.10742396  0.09400393
   0.08681075  0.08648589  0.09719462  0.09706594]
 [ 0.11277504  0.10358876  0.09183069  0.09843561  0.09449202  0.09674664
   0.0845488   0.10539228  0.1024585   0.10973172]
 [ 0.09795497  0.10140783  0.08822935  0.09704769  0.1174663   0.08828462
   0.09793742  0.10446035  0.10750758  0.0997039 ]
 [ 0.09843958  0.11665227  0.08255012  0.09210621  0.10134914  0.1005294
   0.10131431  0.1000262   0.10143907  0.1055937 ]
 [ 0.10562149  0.08741577  0.08877651  0.09778827  0.11206222  0.08562664
   0.10428053  0.1200701   0.09700157  0.10135695]
 [ 0.1031156   0.10328115  0.09664574  0.09951311  0.10491929  0.09446146
   0.09209743  0.09069803  0.10453134  0.11073688]
 [ 0.10774432  0.11367363  0.09152891  0.0998212   0.09400079  0.09553272
   0.09228607  0.10186895  0.09230003  0.11124337]
 [ 0.09947407  0.11879739  0.09419364  0.09502737  0.10220148  0.0990722
   0.08730144  0.09409384  0.11197799  0.09786055]
 [ 0.09832221  0.11418474  0.09366266  0.08814627  0.09340516  0.09832408
   0.10108602  0.11130044  0.10495481  0.09661375]
 [ 0.11320445  0.1019476   0.09373506  0.09051941  0.10587385  0.09390625
   0.09101278  0.10606281  0.0997126   0.10402509]
 [ 0.10755023  0.11522885  0.09390471  0.10224986  0.09380087  0.09067581
   0.08863693  0.1037395   0.1021568   0.10205647]
 [ 0.10324366  0.11227252  0.08724043  0.10134266  0.09565902  0.10040741
   0.10111744  0.09546343  0.09253032  0.1107231 ]
 [ 0.10859806  0.09117097  0.09536614  0.09469701  0.11201426  0.08505134
   0.10676389  0.10005837  0.11058005  0.0956999 ]
 [ 0.09356615  0.10796691  0.09974715  0.09488603  0.09449533  0.07823883
   0.09598587  0.1120213   0.11103354  0.11205892]
 [ 0.10475054  0.10634989  0.09083013  0.09256691  0.09770916  0.08567259
   0.10459515  0.10186777  0.10830916  0.10734866]
 [ 0.10972154  0.10986748  0.09506027  0.09410262  0.10127882  0.09801184
   0.10001745  0.09044589  0.09961279  0.10188136]
 [ 0.11008149  0.10386857  0.08923032  0.1034237   0.10079539  0.09594446
   0.08249661  0.10017807  0.10436482  0.10961653]
 [ 0.11529807  0.10120376  0.09795228  0.09974749  0.09641851  0.09760811
   0.08626002  0.09969798  0.10162029  0.10419352]
 [ 0.10787117  0.12679748  0.08915829  0.08985186  0.09077445  0.09664185
   0.0977641   0.09381422  0.11320756  0.09411899]
 [ 0.10142971  0.1198969   0.08574486  0.10604322  0.09720131  0.10125807
   0.09594475  0.09077912  0.10337197  0.09833002]
 [ 0.10710756  0.11142381  0.08954978  0.09146429  0.0959743   0.08432119
   0.10390387  0.10603509  0.10903483  0.10118525]
 [ 0.08868086  0.11001319  0.09048067  0.10490662  0.0987527   0.09269531
   0.11229095  0.09651747  0.10426281  0.10139935]
 [ 0.09431085  0.13000849  0.08235894  0.09892813  0.09412915  0.10156106
   0.09738692  0.09961531  0.10513078  0.09657033]
 [ 0.10746747  0.11606055  0.09169293  0.10405077  0.09187643  0.09281801
   0.08827027  0.09280066  0.10564998  0.10931291]
 [ 0.0984138   0.10947267  0.09159574  0.09643931  0.10091311  0.09844871
   0.10226511  0.09659447  0.10351055  0.10234646]
 [ 0.11076848  0.10147678  0.08771511  0.1018129   0.09200565  0.10489287
   0.10019084  0.11075191  0.09925779  0.09112775]
 [ 0.10431972  0.10804879  0.1069844   0.09948165  0.08854832  0.08826566
   0.11306802  0.0919003   0.10011537  0.09926778]
 [ 0.10974023  0.11951763  0.08922232  0.10276545  0.09225763  0.11070195
   0.08296973  0.08546881  0.10039698  0.10695928]
 [ 0.0995086   0.12555884  0.09427424  0.10502279  0.08795437  0.09709422
   0.09815197  0.09110317  0.10082936  0.10050242]
 [ 0.10651588  0.11678136  0.08999127  0.11256374  0.09128808  0.09248959
   0.08912155  0.09158905  0.11135565  0.09830385]
 [ 0.11256673  0.11832953  0.08621326  0.09877125  0.09174245  0.08967458
   0.09081089  0.10413404  0.10614601  0.10161117]
 [ 0.09981181  0.12722796  0.09518712  0.09787117  0.09085046  0.08847319
   0.0990704   0.10092541  0.09903426  0.10154827]
 [ 0.11254677  0.10829789  0.10474677  0.09752198  0.09625384  0.096348
   0.09533259  0.09647386  0.10328533  0.08919299]
 [ 0.12084771  0.09096912  0.08312105  0.10969595  0.09467395  0.08217695
   0.09060344  0.1176632   0.10498197  0.10526658]
 [ 0.10127247  0.11457343  0.08775819  0.09359093  0.11003604  0.09732368
   0.08601078  0.10056994  0.10221875  0.10664586]
 [ 0.09744345  0.09868404  0.08221568  0.1018464   0.11351039  0.08619529
   0.09408986  0.11666182  0.10692922  0.10242387]
 [ 0.12269152  0.11411791  0.09429853  0.10125372  0.09182488  0.0953775
   0.07977695  0.08444906  0.09298731  0.12322257]
 [ 0.11011608  0.11852133  0.1000603   0.09676748  0.09317923  0.06943209
   0.10351554  0.09884435  0.10019612  0.10936748]
 [ 0.09940269  0.12102231  0.09345848  0.11172354  0.09377875  0.08612525
   0.09100693  0.10114848  0.0971304   0.10520323]
 [ 0.10073219  0.12917157  0.08927881  0.10340839  0.0899424   0.09538563
   0.09371331  0.10084052  0.10310273  0.09442447]
 [ 0.09650844  0.12205002  0.09907531  0.09418228  0.09439312  0.09696875
   0.09272721  0.09424639  0.10870345  0.10114498]
 [ 0.11543485  0.10153167  0.0919646   0.10266726  0.08884874  0.0999015
   0.09972619  0.09549624  0.09983569  0.10459327]
 [ 0.10004414  0.10845433  0.09758034  0.09854135  0.10976893  0.09345847
   0.09307913  0.10079287  0.1026998   0.09558059]
 [ 0.10148328  0.10316254  0.07961124  0.10887015  0.10169546  0.08731999
   0.10146306  0.1064448   0.10885503  0.10109448]
 [ 0.10069889  0.11743277  0.10027178  0.10911267  0.10327302  0.09611315
   0.08393343  0.08383891  0.1151012   0.09022423]
 [ 0.09570843  0.11032054  0.10621233  0.09735033  0.09292699  0.10045381
   0.08900428  0.0942441   0.10826425  0.10551494]
 [ 0.10070251  0.10207597  0.08332545  0.11593039  0.10256907  0.10207932
   0.08997394  0.10593718  0.09128434  0.10612186]
 [ 0.09232493  0.11612069  0.09769652  0.09824622  0.09143245  0.09290431
   0.09824482  0.10116039  0.11432681  0.09754287]
 [ 0.11234818  0.10459446  0.0926258   0.10375795  0.0917699   0.08464991
   0.0840952   0.10946894  0.10977495  0.10691468]
 [ 0.09419566  0.12959419  0.09278227  0.09453292  0.09333088  0.08626137
   0.10413401  0.09758475  0.10527246  0.10231146]
 [ 0.11338065  0.10727937  0.09156923  0.09057088  0.10273866  0.09311744
   0.09030664  0.10266471  0.10457424  0.10379822]
 [ 0.10545137  0.10865316  0.08535652  0.1057086   0.09372994  0.09401399
   0.09679859  0.10150984  0.10340983  0.1053682 ]
 [ 0.09304406  0.09276416  0.09880381  0.10312187  0.11296634  0.09222844
   0.09917162  0.10852281  0.10255074  0.09682618]
 [ 0.10429424  0.10896259  0.08986732  0.10238707  0.09083086  0.10509787
   0.09003805  0.10587487  0.10163715  0.10100998]
 [ 0.10397407  0.12636679  0.09166106  0.09664573  0.09469417  0.09639543
   0.09243774  0.0923822   0.0973305   0.1081123 ]
 [ 0.09620577  0.12229399  0.09629472  0.09768146  0.09301057  0.09801824
   0.10112038  0.09400946  0.09946732  0.10189816]
 [ 0.11353412  0.10686488  0.08996584  0.08982798  0.10065124  0.09746394
   0.09350898  0.10070586  0.10599806  0.10147914]
 [ 0.10238995  0.10271356  0.09407424  0.09680024  0.11442377  0.0873814
   0.09256399  0.08719898  0.10873131  0.1137226 ]
 [ 0.09594743  0.10699248  0.08426324  0.09979627  0.10842067  0.08537402
   0.10287067  0.10766381  0.1090802   0.09959118]
 [ 0.10262291  0.11176185  0.09019862  0.10311063  0.0954805   0.10011192
   0.1011776   0.09304047  0.1061528   0.09634262]
 [ 0.10541879  0.10219847  0.08365579  0.09638749  0.10672668  0.09783017
   0.09472188  0.10106291  0.09960294  0.11239499]
 [ 0.1036559   0.1058803   0.09069794  0.08997572  0.10266197  0.0974509
   0.10380449  0.09911838  0.09753287  0.10922163]
 [ 0.11178713  0.10773139  0.08941846  0.10697652  0.10266951  0.08176219
   0.10281237  0.09770425  0.10598436  0.09315376]
 [ 0.09384313  0.11156858  0.08111094  0.09793783  0.09354939  0.09714936
   0.09601469  0.1110151   0.10127113  0.11653975]
 [ 0.1132759   0.11039017  0.09125232  0.09216214  0.0981674   0.0990057
   0.09844078  0.09672821  0.09744751  0.10312976]
 [ 0.09381352  0.11142623  0.10301068  0.0922218   0.10407811  0.09159568
   0.10224001  0.09876011  0.10003827  0.10281566]
 [ 0.09814464  0.11728582  0.09090168  0.08693304  0.10224488  0.08671997
   0.1106936   0.1093431   0.10429779  0.09343547]
 [ 0.10013318  0.12493841  0.10115131  0.08827846  0.10257177  0.08995609
   0.10092742  0.09399518  0.10327335  0.09477475]
 [ 0.10091991  0.08947796  0.08648446  0.09445296  0.10241237  0.09141111
   0.11616302  0.09961096  0.12114055  0.09792663]
 [ 0.11083151  0.11750051  0.09467699  0.10697442  0.09192757  0.08551037
   0.09327941  0.09403772  0.096395    0.10886654]
 [ 0.11912315  0.11384568  0.10575789  0.08915763  0.1018675   0.08872589
   0.08612253  0.0926129   0.10031211  0.10247483]
 [ 0.11853181  0.09998745  0.08947259  0.08927577  0.10161085  0.0903647
   0.10142124  0.10087461  0.11450987  0.09395105]
 [ 0.11432429  0.10981766  0.09407467  0.1187034   0.09455724  0.09330643
   0.0922086   0.08866182  0.10229427  0.09205167]
 [ 0.10558753  0.10396954  0.07745725  0.10821354  0.09670237  0.10379295
   0.09787268  0.09743096  0.11224651  0.09672663]
 [ 0.11101235  0.10092879  0.08680793  0.10511842  0.08698753  0.10916533
   0.09020552  0.10029497  0.09703069  0.11244843]
 [ 0.12595618  0.10812865  0.09024078  0.08368158  0.09194833  0.10595052
   0.08884207  0.08824988  0.1077593   0.10924271]
 [ 0.1049429   0.11203462  0.09169748  0.10436452  0.09197205  0.09378232
   0.09983256  0.10204332  0.11389293  0.08543727]
 [ 0.11027829  0.10085731  0.07742848  0.09705172  0.09531172  0.10131903
   0.09568809  0.09808219  0.10190478  0.12207825]
 [ 0.10266073  0.09403489  0.09677324  0.09801132  0.09858094  0.0865856
   0.1079779   0.10828585  0.10308096  0.10400853]
 [ 0.0929342   0.10728156  0.08705655  0.09869154  0.09062171  0.09355062
   0.10676843  0.11451173  0.10666943  0.10191426]
 [ 0.10470319  0.09924963  0.08846836  0.10257939  0.09735648  0.10103441
   0.09457103  0.09840014  0.09688938  0.11674793]
 [ 0.10731098  0.11552132  0.08988213  0.12493313  0.09326026  0.08129153
   0.09538986  0.09445167  0.10179313  0.09616598]
 [ 0.12190418  0.09473637  0.09136605  0.09401731  0.09971473  0.10175635
   0.09880116  0.08266263  0.10616527  0.10887592]
 [ 0.10489251  0.11422113  0.0915147   0.09602863  0.09858805  0.09055499
   0.09148138  0.10927437  0.10015014  0.10329416]
 [ 0.10093431  0.11905513  0.08223951  0.10130157  0.09785918  0.09837457
   0.08286282  0.10732721  0.09222388  0.11782184]
 [ 0.10671539  0.11021797  0.08548141  0.10323614  0.09980309  0.08278806
   0.1005372   0.09797909  0.10764695  0.10559471]
 [ 0.10461398  0.11327267  0.10028929  0.10423177  0.1005699   0.09314228
   0.0946147   0.090807    0.09704739  0.10141099]
 [ 0.09737463  0.12508056  0.09298602  0.10698438  0.09962063  0.08804373
   0.0957097   0.09146336  0.10425749  0.09847953]
 [ 0.10922126  0.09737884  0.09111916  0.08979285  0.10748281  0.09966817
   0.10230302  0.09801094  0.10685325  0.09816974]]
INFO:tensorflow:global_step/sec: 139.091
INFO:tensorflow:loss = 2.22945, step = 401
INFO:tensorflow:probabilities = [[ 0.11166215  0.09020274  0.09138911  0.0903201   0.09930314  0.10177727
   0.0917992   0.10476052  0.1159189   0.10286691]
 [ 0.13884519  0.10256647  0.08594704  0.12954192  0.08395857  0.09141181
   0.0777384   0.09857283  0.09744588  0.09397194]
 [ 0.09297225  0.12000212  0.08957694  0.09786032  0.09342731  0.10147587
   0.10159842  0.10418795  0.10395867  0.09494016]
 [ 0.10539085  0.12010071  0.0941197   0.09326223  0.09599591  0.09622592
   0.08822805  0.09611159  0.10713604  0.10342896]
 [ 0.11518921  0.10566314  0.0928128   0.10459875  0.10402352  0.08260413
   0.10137668  0.0964579   0.09992718  0.09734669]
 [ 0.10806718  0.1069978   0.09246771  0.09147798  0.10763561  0.10482484
   0.09845686  0.09717833  0.09424324  0.09865036]
 [ 0.11018866  0.10662421  0.08927929  0.11943027  0.08274751  0.09103327
   0.08560771  0.09966847  0.10828885  0.10713176]
 [ 0.10247055  0.09525314  0.08732737  0.10100856  0.10563991  0.08351491
   0.09351948  0.11596175  0.10354941  0.11175491]
 [ 0.10236446  0.11046021  0.09096438  0.09661727  0.09948157  0.09858908
   0.08450803  0.11362954  0.09809357  0.10529199]
 [ 0.10886905  0.10837566  0.07806629  0.11120591  0.08831532  0.08548018
   0.09466759  0.11683681  0.09634726  0.11183582]
 [ 0.10051403  0.10644538  0.08401375  0.12303746  0.10110592  0.10697629
   0.08217577  0.09807912  0.09209543  0.10555682]
 [ 0.11580171  0.12156257  0.09947417  0.08333972  0.08606085  0.08505361
   0.11490279  0.09275039  0.10344501  0.09760917]
 [ 0.11778244  0.11305556  0.09465828  0.07752533  0.08967043  0.08754659
   0.1016477   0.10519566  0.10519565  0.10772239]
 [ 0.1116932   0.09204521  0.09399623  0.08701586  0.09606742  0.0942677
   0.1121928   0.10261178  0.10866846  0.10144133]
 [ 0.09586833  0.11299065  0.09219117  0.10045683  0.09308154  0.10001049
   0.093555    0.10581075  0.10895844  0.09707683]
 [ 0.08980864  0.12421268  0.09413938  0.09991579  0.09442522  0.09090381
   0.09828793  0.1020725   0.10272409  0.1035099 ]
 [ 0.10207412  0.09123459  0.09222764  0.09109528  0.11130738  0.09003279
   0.10278673  0.10685976  0.10752099  0.10486057]
 [ 0.09486262  0.13887411  0.08828297  0.10219399  0.09762627  0.09016649
   0.10667953  0.08861543  0.10000358  0.09269501]
 [ 0.09200232  0.10103807  0.09892788  0.11683394  0.09289989  0.08712553
   0.10819164  0.09028497  0.11131031  0.10138532]
 [ 0.10646474  0.09703446  0.10354657  0.10688051  0.0856216   0.10364707
   0.09283573  0.10163185  0.089647    0.11269046]
 [ 0.10488427  0.11930312  0.0961613   0.10292403  0.08513343  0.1019375
   0.09702148  0.0903954   0.09017922  0.11206029]
 [ 0.12021647  0.09718078  0.10079049  0.09512382  0.09431512  0.10329983
   0.09104323  0.09581849  0.09880073  0.10341095]
 [ 0.1129339   0.09580453  0.08643428  0.09815514  0.09606133  0.09255431
   0.09719317  0.10101769  0.11068174  0.10916389]
 [ 0.10334507  0.12072817  0.08662379  0.1051876   0.09460507  0.09061266
   0.10098556  0.09677459  0.10048541  0.10065197]
 [ 0.11928739  0.10291125  0.0936238   0.10528228  0.08437061  0.08925055
   0.08997375  0.11385471  0.09867947  0.10276611]
 [ 0.10283118  0.08990303  0.08666483  0.10454138  0.10902393  0.09714966
   0.09660455  0.11001305  0.09859587  0.1046726 ]
 [ 0.09468598  0.11360504  0.09852953  0.09286089  0.10785227  0.09381334
   0.10425419  0.08687279  0.1055192   0.1020067 ]
 [ 0.10454942  0.10911606  0.08660419  0.11037458  0.08794539  0.09779193
   0.08520806  0.10184781  0.11329401  0.10326853]
 [ 0.10867343  0.11902127  0.08838689  0.08873338  0.08242027  0.09538914
   0.1008059   0.10406327  0.11219961  0.10030679]
 [ 0.10439186  0.10711494  0.08176218  0.10532184  0.09194089  0.12790272
   0.08093619  0.08427157  0.1038648   0.11249299]
 [ 0.11646874  0.10799088  0.09582335  0.12458136  0.09449877  0.09107508
   0.08201952  0.09706657  0.09359099  0.09688473]
 [ 0.10059518  0.09647696  0.09752642  0.0942319   0.11112896  0.09219261
   0.09621441  0.10746022  0.09783684  0.10633654]
 [ 0.10168224  0.1149898   0.08926763  0.10371187  0.09292361  0.09347403
   0.1053906   0.09504557  0.1014002   0.10211441]
 [ 0.11097278  0.11430679  0.08401269  0.13254926  0.09198172  0.07454637
   0.10000962  0.09604427  0.09323474  0.10234176]
 [ 0.10235129  0.09989201  0.08747868  0.09533712  0.10715306  0.09464072
   0.09756763  0.10259382  0.10317566  0.10981001]
 [ 0.10653526  0.10921511  0.09599601  0.08678336  0.10410412  0.09789431
   0.10450051  0.09453741  0.1008726   0.09956132]
 [ 0.12098508  0.08869181  0.08977062  0.095125    0.10737652  0.0982191
   0.09769832  0.10131349  0.09940598  0.10141413]
 [ 0.0865204   0.10620911  0.09361699  0.10372166  0.11009666  0.09389324
   0.10244667  0.10952047  0.09318697  0.10078783]
 [ 0.11746825  0.10091349  0.08870021  0.09703411  0.08085812  0.09704199
   0.11234669  0.1096708   0.10277217  0.09319418]
 [ 0.10554038  0.11393015  0.09097718  0.11391681  0.09409866  0.09818216
   0.08524188  0.1004383   0.10017558  0.09749888]
 [ 0.1071955   0.10475186  0.09618946  0.09651249  0.09660478  0.0897587
   0.11435479  0.090517    0.10216136  0.10195412]
 [ 0.11040697  0.08975355  0.09146864  0.10562457  0.09408645  0.08843183
   0.10522054  0.09883579  0.11197557  0.10419618]
 [ 0.09536885  0.12658469  0.09688129  0.10336905  0.0926587   0.09113684
   0.0804733   0.090713    0.11387222  0.10894198]
 [ 0.10437749  0.10677779  0.08946705  0.08856652  0.10426525  0.09882239
   0.09994119  0.09232411  0.11829814  0.09716009]
 [ 0.09526765  0.11246254  0.0908823   0.11254574  0.09382471  0.10045519
   0.0864768   0.10454343  0.10160899  0.10193266]
 [ 0.09247143  0.11240589  0.11651484  0.10678874  0.09402232  0.09743482
   0.09268361  0.08442327  0.10644357  0.09681161]
 [ 0.09794579  0.12449092  0.09897573  0.09866284  0.09762892  0.09785472
   0.09367258  0.09015879  0.09924397  0.10136574]
 [ 0.09791414  0.13875242  0.10044782  0.09797     0.10306487  0.09623978
   0.09229661  0.08730523  0.10383409  0.08217502]
 [ 0.0995079   0.08831266  0.08691521  0.09425178  0.10348587  0.10722446
   0.09319855  0.10892956  0.10495428  0.11321976]
 [ 0.10558825  0.12419475  0.10129531  0.10130759  0.09002312  0.08724739
   0.09893546  0.10604198  0.09318664  0.09217953]
 [ 0.1053668   0.10599313  0.08385745  0.10355773  0.10466922  0.10104951
   0.0891467   0.09537246  0.09808148  0.11290554]
 [ 0.0964146   0.11795226  0.0935367   0.09513338  0.10445733  0.10548855
   0.08249106  0.09625992  0.1093582   0.09890801]
 [ 0.12615985  0.0876955   0.08713915  0.09820157  0.10880619  0.09476256
   0.1024097   0.09521112  0.08821893  0.1113955 ]
 [ 0.12375348  0.08365015  0.09291933  0.10855097  0.09808268  0.07415371
   0.10513666  0.09179105  0.10881036  0.11315154]
 [ 0.08679447  0.11265706  0.08259267  0.10251864  0.1011839   0.08177266
   0.09502143  0.10829997  0.11414592  0.11501332]
 [ 0.1075751   0.11138155  0.09410167  0.10678528  0.10441529  0.09806476
   0.09112045  0.08703029  0.10501064  0.09451503]
 [ 0.10304222  0.12294231  0.08672004  0.1082328   0.09430675  0.09406755
   0.10305841  0.09855186  0.10338915  0.08568886]
 [ 0.10494673  0.09918502  0.09631947  0.09518637  0.09753068  0.08765216
   0.09814791  0.10952552  0.10864008  0.10286613]
 [ 0.10252823  0.08977342  0.08612612  0.10427423  0.09681728  0.10743103
   0.09293369  0.1059559   0.10720791  0.10695218]
 [ 0.09357452  0.11656546  0.10807244  0.09154604  0.10108647  0.09904078
   0.08779858  0.09648982  0.10380702  0.1020189 ]
 [ 0.09651398  0.12728053  0.0992749   0.09916556  0.09074832  0.08845542
   0.09441797  0.10289428  0.09733173  0.10391735]
 [ 0.11344349  0.10735449  0.08675389  0.08703268  0.09960637  0.10467136
   0.08973205  0.09899369  0.09702532  0.11538668]
 [ 0.10947961  0.11346605  0.0947017   0.09748995  0.09426777  0.0859542
   0.09353509  0.1092066   0.10919091  0.09270814]
 [ 0.11514833  0.10968969  0.09035766  0.10539653  0.08791404  0.09643271
   0.08417697  0.0918495   0.10924731  0.1097873 ]
 [ 0.10568833  0.10773436  0.08979005  0.10090618  0.09126841  0.11277843
   0.08839865  0.09705566  0.09611291  0.11026696]
 [ 0.10745876  0.11932071  0.09736821  0.09954565  0.10068246  0.09560931
   0.08280911  0.10345769  0.090606    0.10314202]
 [ 0.10950179  0.12175339  0.08490654  0.09728678  0.10236965  0.09373
   0.08650371  0.09866497  0.09591201  0.10937125]
 [ 0.10010893  0.10184368  0.08768316  0.10304772  0.10820778  0.0885944
   0.09708814  0.0929445   0.1035215   0.11696018]
 [ 0.11412002  0.11502366  0.1058562   0.09284535  0.08943541  0.09481877
   0.10386493  0.09461518  0.1086001   0.08082044]
 [ 0.10253169  0.12514095  0.09263726  0.10249519  0.09478755  0.09196686
   0.09348936  0.08947381  0.10476315  0.10271414]
 [ 0.12988204  0.0718798   0.08833995  0.10986999  0.09357499  0.0898909
   0.07926413  0.11588136  0.11728927  0.10412749]
 [ 0.10909359  0.10060219  0.09432855  0.09561396  0.09505401  0.09908245
   0.09816665  0.09636424  0.1001145   0.11157987]
 [ 0.09896204  0.10089966  0.0909412   0.10502419  0.09402556  0.10205562
   0.0980595   0.10866133  0.10229152  0.09907929]
 [ 0.10075282  0.11260341  0.08925948  0.09711508  0.10674915  0.09777489
   0.09823892  0.1053464   0.09322818  0.09893164]
 [ 0.1072333   0.1252479   0.08586886  0.10324994  0.09462914  0.10757253
   0.09208521  0.08334523  0.0917011   0.10906684]
 [ 0.09128631  0.12966174  0.09568243  0.10674484  0.0819836   0.09304995
   0.08989674  0.09785306  0.11138257  0.10245872]
 [ 0.10760354  0.11212035  0.09282024  0.1051308   0.09343489  0.09235843
   0.08258931  0.09851425  0.10941432  0.10601385]
 [ 0.10508914  0.11883073  0.08911758  0.09897836  0.09628039  0.09625892
   0.08728139  0.09835555  0.10486578  0.10494223]
 [ 0.11186902  0.09803226  0.09037805  0.09737208  0.09142608  0.10113331
   0.0914878   0.1047326   0.10262419  0.11094467]
 [ 0.11254849  0.07638243  0.09880756  0.09474622  0.10823233  0.09911083
   0.09716443  0.11668058  0.09756225  0.09876481]
 [ 0.11075348  0.09384163  0.08804572  0.0924846   0.09750426  0.09728799
   0.09905381  0.10441129  0.09621387  0.12040333]
 [ 0.10709257  0.09796683  0.08598683  0.10267054  0.09772222  0.08130842
   0.09312037  0.11375374  0.11288285  0.10749557]
 [ 0.11283416  0.1076052   0.08890355  0.09911843  0.0962759   0.09698848
   0.1013597   0.09204151  0.10843128  0.09644169]
 [ 0.10115194  0.11338264  0.09794272  0.10529083  0.09871557  0.09877824
   0.10019864  0.09376491  0.09996542  0.09080903]
 [ 0.12010626  0.09536034  0.09832792  0.09562252  0.09850521  0.0858696
   0.10387404  0.09662877  0.10396976  0.10173555]
 [ 0.09556582  0.10681725  0.08966613  0.10545239  0.09525225  0.09714669
   0.09850416  0.11214723  0.09895582  0.10049222]
 [ 0.09566043  0.1188185   0.09206205  0.10887861  0.08937072  0.08587163
   0.09725606  0.10536511  0.10641266  0.10030423]
 [ 0.10527015  0.10503263  0.09718567  0.10047735  0.09226966  0.08822645
   0.10307679  0.09970868  0.10365426  0.10509838]
 [ 0.09520315  0.11387344  0.08771635  0.09916784  0.1056288   0.08740359
   0.10177895  0.0926198   0.12502314  0.09158494]
 [ 0.09937495  0.11043122  0.0907021   0.0943385   0.09519844  0.09919377
   0.10042059  0.10167912  0.10808297  0.10057831]
 [ 0.11031739  0.1032174   0.08534046  0.09164762  0.1032923   0.09308537
   0.11010888  0.09720422  0.1077005   0.09808582]
 [ 0.09623253  0.10434967  0.09304726  0.10177316  0.10073019  0.0933823
   0.09624873  0.10016351  0.10037148  0.11370113]
 [ 0.10383707  0.09647128  0.08324863  0.10297999  0.0970697   0.09213915
   0.10924371  0.10377897  0.09450927  0.11672212]
 [ 0.10022988  0.10252913  0.09304254  0.1014708   0.08961417  0.09353038
   0.09943033  0.11405721  0.10237163  0.10372391]
 [ 0.14010978  0.09861455  0.08968875  0.11891483  0.08395285  0.09281396
   0.08958279  0.08990046  0.09458677  0.10183523]
 [ 0.10638244  0.11531544  0.08753191  0.0928127   0.10682636  0.09825536
   0.09436041  0.08987825  0.11342262  0.09521454]
 [ 0.09926804  0.12183125  0.09395502  0.09172348  0.10462671  0.09773986
   0.09295788  0.09384798  0.09744339  0.10660627]
 [ 0.10272244  0.09927277  0.09425782  0.10109515  0.09512084  0.09201872
   0.10539467  0.09273815  0.09652352  0.12085588]
 [ 0.09696033  0.10539837  0.09037858  0.10385626  0.09732742  0.09433067
   0.09803167  0.10581524  0.10046147  0.10744003]
 [ 0.10123118  0.12497666  0.09255172  0.10456764  0.09132038  0.09307452
   0.09266655  0.08959083  0.10958175  0.10043883]]
INFO:tensorflow:probabilities = [[ 0.11504722  0.09123247  0.09313805  0.10036617  0.10314716  0.09759726
   0.091306    0.10007934  0.10845177  0.09963451]
 [ 0.12481075  0.10227449  0.09975839  0.11702988  0.09813946  0.09483778
   0.08354915  0.08431774  0.10546214  0.08982015]
 [ 0.08841917  0.12300886  0.09749118  0.11299527  0.09318873  0.09881805
   0.09379361  0.09464297  0.10261589  0.09502624]
 [ 0.0999803   0.10830507  0.09195161  0.11556399  0.09016909  0.09715702
   0.1045613   0.08701536  0.10525138  0.10004481]
 [ 0.11604718  0.10230057  0.10408372  0.11340965  0.0901261   0.09279308
   0.09148324  0.08960925  0.09338152  0.10676559]
 [ 0.1078416   0.10024761  0.10805853  0.10417248  0.09723806  0.09442205
   0.09114016  0.10063391  0.11046368  0.08578184]
 [ 0.12930369  0.09024342  0.0991606   0.1049551   0.09581965  0.09253014
   0.10330001  0.08937734  0.1069041   0.08840587]
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 [ 0.1034914   0.12644178  0.10407877  0.10716881  0.0970125   0.07688703
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 [ 0.10210031  0.10044307  0.0825916   0.09522111  0.09570658  0.09257104
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 [ 0.1133913   0.08968612  0.08523849  0.10141225  0.09413421  0.08721886
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 [ 0.1051757   0.13108906  0.09842275  0.10308757  0.09107406  0.08918218
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 [ 0.10396755  0.10035001  0.09378344  0.098267    0.10835748  0.08780824
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 [ 0.10478404  0.09640539  0.09129471  0.09841093  0.10556427  0.09333193
   0.09211882  0.10638682  0.1055183   0.10618477]
 [ 0.10724338  0.09442685  0.09552445  0.11104565  0.09623964  0.09542098
   0.08397726  0.09171686  0.10549491  0.11891008]
 [ 0.11676595  0.10211798  0.09035786  0.09140759  0.09407505  0.08497829
   0.10743129  0.11303625  0.10958342  0.09024641]
 [ 0.09778009  0.1059852   0.08458395  0.09825188  0.09484035  0.10646002
   0.09946945  0.10260579  0.10731682  0.10270651]
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 [ 0.09678905  0.0985143   0.08533936  0.09417983  0.10276357  0.09252201
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 [ 0.10606191  0.12425606  0.09383533  0.09727044  0.09672847  0.08803862
   0.10016027  0.09762923  0.1000268   0.09599285]
 [ 0.09961972  0.11326478  0.09036997  0.08690839  0.09934627  0.08421236
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 [ 0.12253718  0.10842687  0.0999824   0.09622626  0.08976582  0.09658374
   0.09702747  0.07872558  0.09481921  0.1159055 ]
 [ 0.10942031  0.11042473  0.08946485  0.10594787  0.1019875   0.0840884
   0.09947311  0.08824984  0.10317545  0.10776787]
 [ 0.10913582  0.12137116  0.09638426  0.11469409  0.09017546  0.08070842
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 [ 0.12532523  0.11239984  0.10289004  0.10608394  0.08720291  0.0991636
   0.08750954  0.08038992  0.09701011  0.10202478]
 [ 0.102254    0.10219224  0.088783    0.09604415  0.11785853  0.0852718
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 [ 0.10692149  0.11346903  0.08865697  0.09652384  0.09360485  0.10843567
   0.0814584   0.10041638  0.10659694  0.10391643]
 [ 0.1027999   0.09343605  0.09518798  0.1052677   0.11176609  0.08628745
   0.10590447  0.09892959  0.09763494  0.10278593]
 [ 0.09638119  0.11207192  0.09202481  0.09800708  0.09807722  0.09888759
   0.09643566  0.09208591  0.11396879  0.10205979]
 [ 0.13946559  0.093893    0.09108928  0.09788598  0.08285205  0.0978401
   0.09200855  0.1048044   0.10285725  0.09730385]
 [ 0.10150536  0.08689436  0.09412757  0.097593    0.10760303  0.08752103
   0.09843294  0.11236755  0.10390221  0.11005294]
 [ 0.10945909  0.10247641  0.09406652  0.1028197   0.10694633  0.09513891
   0.0934064   0.09468199  0.11160568  0.08939893]
 [ 0.09883353  0.12983137  0.09916872  0.10405408  0.09601524  0.08759994
   0.09655642  0.09408552  0.10085768  0.09299754]
 [ 0.11019505  0.10789626  0.09804912  0.09608036  0.08927637  0.09533891
   0.09157059  0.10805213  0.10814755  0.09539365]
 [ 0.09974338  0.12228809  0.10969031  0.10078103  0.08890636  0.07727791
   0.10311009  0.10105845  0.10942911  0.08771528]
 [ 0.11788708  0.10884338  0.0989724   0.09964061  0.10081579  0.09374703
   0.10556637  0.08878957  0.10301324  0.08272443]
 [ 0.11342081  0.10610297  0.09534059  0.10220598  0.09076709  0.09790979
   0.0928255   0.09818028  0.10452282  0.09872423]
 [ 0.10231049  0.09075312  0.10205857  0.08496787  0.10370909  0.10258291
   0.1097792   0.09908452  0.09436568  0.11038852]
 [ 0.10042254  0.10034496  0.0975901   0.10460893  0.09497856  0.09303343
   0.11402551  0.089191    0.10705177  0.09875318]
 [ 0.11448666  0.09430702  0.10400928  0.09330684  0.09437843  0.09618706
   0.09215989  0.09116729  0.11777153  0.10222597]
 [ 0.10867344  0.08705872  0.08495417  0.11211572  0.09514766  0.09401504
   0.10830995  0.10005736  0.114886    0.09478191]
 [ 0.11379078  0.11051378  0.0845539   0.11275955  0.09288996  0.08070866
   0.09421577  0.10350781  0.10163715  0.10542261]
 [ 0.10303425  0.11248293  0.09566124  0.10733324  0.09401753  0.096249
   0.09349876  0.08905607  0.10879287  0.09987403]
 [ 0.10959034  0.10568777  0.0978772   0.08287827  0.1085761   0.0874226
   0.097124    0.10043934  0.10342681  0.10697755]
 [ 0.10328898  0.11722533  0.09984882  0.09688655  0.10359271  0.09404935
   0.08409359  0.0969727   0.1116144   0.09242749]
 [ 0.11155207  0.10107221  0.09787431  0.09857258  0.09846854  0.09352244
   0.10737781  0.1047194   0.09637023  0.09047041]
 [ 0.10501276  0.10356023  0.09100001  0.0968717   0.10047925  0.09267323
   0.09620403  0.10771225  0.09718131  0.1093052 ]
 [ 0.10106578  0.09962858  0.09129718  0.10916393  0.09246073  0.09872351
   0.09432819  0.10635301  0.10916828  0.09781088]
 [ 0.10541895  0.1099956   0.10493597  0.09535299  0.08719925  0.08914312
   0.10297398  0.09682833  0.10560142  0.10255042]
 [ 0.09927283  0.13099942  0.09215055  0.10708199  0.09477967  0.08891406
   0.08834003  0.09247449  0.10302327  0.10296364]
 [ 0.1021572   0.10874765  0.08627856  0.08363429  0.09517238  0.09086456
   0.10888454  0.10021968  0.10637028  0.11767088]
 [ 0.10148955  0.11454066  0.08735911  0.10819076  0.10079407  0.09095836
   0.09689032  0.09803709  0.10637058  0.09536945]
 [ 0.11445414  0.12282647  0.09543199  0.10344011  0.08610985  0.10256746
   0.09030844  0.08177228  0.10993258  0.09315662]
 [ 0.11324811  0.08533921  0.08502917  0.09680101  0.1013655   0.08892693
   0.10090495  0.1049388   0.10737694  0.11606937]
 [ 0.09907883  0.12001969  0.09420459  0.09958475  0.09133586  0.09926059
   0.10184383  0.09347325  0.08812051  0.11307814]
 [ 0.09208346  0.11264454  0.09402669  0.10056847  0.10170466  0.09467539
   0.09972653  0.09765676  0.10840371  0.09850977]
 [ 0.09236265  0.10446666  0.10203845  0.0975454   0.09778153  0.10510464
   0.08973204  0.09283767  0.11372998  0.10440098]
 [ 0.12125944  0.09684663  0.09347086  0.10946459  0.08797548  0.09222522
   0.08510162  0.09904093  0.11462774  0.09998751]]
INFO:tensorflow:global_step/sec: 153.67
INFO:tensorflow:loss = 2.20451, step = 501
INFO:tensorflow:probabilities = [[ 0.12917414  0.11160197  0.09047958  0.0997332   0.07985914  0.08973926
   0.09647609  0.10936834  0.10056011  0.09300819]
 [ 0.08968712  0.10190312  0.10186326  0.09547164  0.09528717  0.09947845
   0.1012468   0.10156757  0.11227379  0.10122114]
 [ 0.10398507  0.09640285  0.09041326  0.10502595  0.09888004  0.10313044
   0.08262081  0.11218024  0.09762587  0.10973547]
 [ 0.0979721   0.11232925  0.09214126  0.09577189  0.09726496  0.10558084
   0.08276162  0.10150514  0.09661342  0.11805958]
 [ 0.13850704  0.09732368  0.09777812  0.08504864  0.09872068  0.0885791
   0.09761164  0.1001791   0.09352543  0.10272659]
 [ 0.12296824  0.08741332  0.09573985  0.09114609  0.09445727  0.10045052
   0.08161671  0.1014737   0.10467809  0.12005622]
 [ 0.1136425   0.11799452  0.10151455  0.10236237  0.09049241  0.08994555
   0.10487281  0.09850917  0.08675709  0.093909  ]
 [ 0.10901451  0.09880272  0.08622007  0.10757669  0.10035155  0.08847144
   0.1007738   0.09465782  0.11654886  0.0975825 ]
 [ 0.10715046  0.09623061  0.09210874  0.11134764  0.08725299  0.09211206
   0.09783451  0.09582957  0.12627369  0.09385979]
 [ 0.09478013  0.10906962  0.08617075  0.09480492  0.11039654  0.09857924
   0.11201349  0.09599128  0.09684813  0.10134587]
 [ 0.0989442   0.10330931  0.08617097  0.10475325  0.09864882  0.09601313
   0.09302554  0.10906921  0.10168345  0.10838215]
 [ 0.10421655  0.09225141  0.08843705  0.09409547  0.11070728  0.09959254
   0.09144387  0.09771591  0.10167367  0.11986627]
 [ 0.107572    0.09536105  0.09635238  0.09349645  0.09820897  0.09498719
   0.10316217  0.10200907  0.10446224  0.10438845]
 [ 0.10764146  0.09389233  0.10436866  0.10533642  0.07859951  0.09710705
   0.1090671   0.09196908  0.10609207  0.10592639]
 [ 0.14765756  0.09128427  0.08212569  0.10291218  0.08720665  0.10336808
   0.08888505  0.08959438  0.10715207  0.09981416]
 [ 0.09901883  0.11428013  0.10165719  0.09466297  0.10245384  0.10153923
   0.08772574  0.09217554  0.10370767  0.10277878]
 [ 0.10544818  0.13523747  0.0918323   0.09529813  0.09538469  0.09608784
   0.09122508  0.08520874  0.10570244  0.09857515]
 [ 0.11146763  0.09852792  0.08831112  0.09650536  0.0912697   0.10229272
   0.10398068  0.09653284  0.10626407  0.10484794]
 [ 0.10924657  0.11116429  0.09937939  0.10230455  0.09149171  0.08911377
   0.09546481  0.09781401  0.10917665  0.09484425]
 [ 0.10656197  0.12426416  0.08776222  0.09682735  0.09353534  0.08731788
   0.09373399  0.09938568  0.11055763  0.10005367]
 [ 0.11276456  0.09004512  0.09943347  0.0930897   0.10824928  0.09831445
   0.08606748  0.0904888   0.11758098  0.10396618]
 [ 0.09541876  0.10144067  0.09357934  0.10323153  0.09642376  0.10493194
   0.1023927   0.09771312  0.09717938  0.10768874]
 [ 0.08923962  0.1272859   0.09760077  0.10721971  0.09354536  0.09543957
   0.10359485  0.09010547  0.10426906  0.09169977]
 [ 0.09709175  0.1101158   0.09620638  0.11048252  0.09160668  0.09202111
   0.10610776  0.08811635  0.10789254  0.10035909]
 [ 0.1145861   0.1005893   0.08884815  0.09151064  0.1006707   0.09805465
   0.09339381  0.09112979  0.11714043  0.10407649]
 [ 0.10529861  0.10053436  0.09617107  0.10449414  0.10573099  0.08808254
   0.08858526  0.09033211  0.12110595  0.09966486]
 [ 0.08992892  0.09961835  0.10007033  0.09372164  0.11031085  0.09523895
   0.10277495  0.0993823   0.09624804  0.11270573]
 [ 0.10848461  0.09636166  0.08631187  0.09142381  0.11551381  0.09458734
   0.08478674  0.09801111  0.11340148  0.11111754]
 [ 0.10866788  0.10634758  0.0924217   0.1124827   0.10759569  0.09545754
   0.0861208   0.09370071  0.10296471  0.09424085]
 [ 0.11231205  0.11409684  0.08978433  0.09792718  0.08296204  0.09650352
   0.09299809  0.10501605  0.11111716  0.09728273]
 [ 0.1060843   0.07717634  0.09313109  0.09152023  0.11037613  0.09302059
   0.09548124  0.11579253  0.10938977  0.1080278 ]
 [ 0.10204621  0.10332546  0.09274971  0.08909079  0.11136437  0.09192988
   0.08961607  0.10783169  0.1034878   0.10855811]
 [ 0.13626181  0.10681753  0.1078204   0.1000567   0.08899821  0.08153482
   0.09430327  0.09801169  0.09477028  0.09142528]
 [ 0.09017995  0.08473542  0.10052677  0.1058401   0.10248866  0.09029401
   0.11288884  0.10984528  0.10698116  0.09621988]
 [ 0.11295738  0.10858505  0.08721743  0.08997964  0.09824167  0.09099798
   0.10935485  0.08813567  0.12024775  0.09428265]
 [ 0.10273544  0.12311403  0.10119918  0.10300636  0.09121168  0.10347478
   0.09344596  0.08405137  0.0973848   0.10037646]
 [ 0.1043076   0.1190295   0.08661572  0.10555187  0.08816234  0.09415671
   0.09391902  0.1039294   0.0981805   0.10614734]
 [ 0.11142452  0.11718871  0.09487183  0.09061271  0.10037895  0.08374856
   0.11056931  0.08570462  0.10543167  0.10006906]
 [ 0.11600918  0.10397684  0.08420631  0.0944481   0.1092626   0.09403926
   0.09619793  0.09432902  0.109005    0.09852567]
 [ 0.10618821  0.1088298   0.09663115  0.09287813  0.08635117  0.10336213
   0.09209006  0.10327788  0.10574905  0.10464251]
 [ 0.11936975  0.10015634  0.09157156  0.1015607   0.09722222  0.09578653
   0.09128954  0.09762806  0.11960477  0.08581056]
 [ 0.14948657  0.08848187  0.09618305  0.1161681   0.08772945  0.08210278
   0.09607998  0.09885581  0.08965477  0.09525757]
 [ 0.11084405  0.10958555  0.10855401  0.09132255  0.09926561  0.08248623
   0.10436644  0.09248601  0.09736414  0.10372538]
 [ 0.10388306  0.10943011  0.09523433  0.08829407  0.09540596  0.09577462
   0.09490133  0.10792475  0.10584022  0.10331155]
 [ 0.10157079  0.10789768  0.10056857  0.11036037  0.09150859  0.09532949
   0.09595988  0.09180313  0.09649216  0.10850933]
 [ 0.10505759  0.11644091  0.10243916  0.11142513  0.0955585   0.09075828
   0.09666488  0.09169602  0.10253524  0.0874243 ]
 [ 0.11114562  0.09800197  0.08114692  0.11009094  0.09407311  0.10770807
   0.08920029  0.09277972  0.11431918  0.10153417]
 [ 0.13675523  0.07959419  0.09312461  0.12011586  0.08056366  0.09386063
   0.08451684  0.11280631  0.09665418  0.10200864]
 [ 0.10899167  0.11359268  0.10015749  0.10022488  0.09544878  0.08168361
   0.08500962  0.09818534  0.10619236  0.11051353]
 [ 0.09413776  0.09137839  0.09535544  0.10421141  0.10235921  0.09632099
   0.11378939  0.08786028  0.10949532  0.10509185]
 [ 0.10749125  0.10829006  0.09194155  0.11627757  0.09707566  0.08589155
   0.10141443  0.09551277  0.10817692  0.08792827]
 [ 0.11637422  0.10029481  0.08963452  0.09631301  0.09481963  0.09527709
   0.09279959  0.09490277  0.11746578  0.1021186 ]
 [ 0.09627924  0.11232081  0.08818302  0.10858179  0.09166952  0.09204119
   0.10123212  0.10159145  0.09965783  0.10844296]
 [ 0.11183887  0.08109303  0.09743706  0.0964338   0.10781229  0.10380878
   0.09316598  0.09901113  0.10930137  0.10009772]
 [ 0.13699812  0.08223927  0.09455747  0.11125137  0.07460535  0.09993362
   0.0831833   0.0953265   0.10446476  0.11744025]
 [ 0.09727313  0.11190086  0.07854909  0.10726392  0.09360801  0.08696646
   0.09822837  0.10653764  0.1042745   0.11539802]
 [ 0.11373849  0.09426776  0.08111466  0.09998924  0.10204569  0.09274141
   0.10193579  0.10269301  0.09975598  0.11171787]
 [ 0.12155247  0.0974628   0.09720769  0.10324015  0.09739829  0.10864942
   0.09564079  0.08573939  0.09192606  0.10118299]
 [ 0.10897147  0.1109113   0.08441583  0.11300326  0.10191075  0.08769849
   0.09365144  0.10799459  0.10265633  0.08878655]
 [ 0.09828559  0.11438528  0.07696699  0.10315136  0.08994295  0.09081398
   0.09438528  0.10933615  0.10865626  0.11407629]
 [ 0.10378237  0.10110696  0.10184848  0.09560039  0.10425397  0.10228982
   0.1035411   0.10303587  0.09411718  0.09042388]
 [ 0.10327742  0.10405872  0.08649369  0.09169784  0.10658658  0.09462216
   0.0985819   0.10578708  0.11039039  0.09850424]
 [ 0.10304936  0.12257089  0.08775757  0.10006829  0.10382243  0.10059039
   0.08830812  0.09536023  0.10116097  0.09731176]
 [ 0.09683606  0.1155334   0.09168029  0.10542481  0.09476192  0.08591741
   0.10362597  0.09561738  0.10860624  0.10199647]
 [ 0.09436821  0.11238848  0.09283165  0.10034847  0.09519012  0.09585814
   0.08643664  0.10585698  0.10650444  0.11021686]
 [ 0.1010748   0.11115319  0.09441334  0.09520318  0.10149141  0.09506555
   0.09637808  0.10263741  0.10491108  0.09767199]
 [ 0.1053774   0.09264214  0.08881339  0.08821376  0.09984828  0.09956463
   0.09591721  0.12272109  0.09577653  0.11112557]
 [ 0.10279258  0.09095621  0.0972385   0.0855641   0.10473374  0.11123408
   0.10386646  0.10230891  0.09691419  0.10439133]
 [ 0.11374219  0.09038047  0.09745378  0.107141    0.10319836  0.10066675
   0.08794653  0.08575087  0.11059941  0.10312062]
 [ 0.10329492  0.10951503  0.0898743   0.10168032  0.0906563   0.09827724
   0.09036935  0.10035578  0.11374391  0.10223288]
 [ 0.11077721  0.09369382  0.09419795  0.10121554  0.09257797  0.09921949
   0.12194389  0.09802122  0.1071922   0.08116068]
 [ 0.11519548  0.09567107  0.09148346  0.09732386  0.09821546  0.09608232
   0.08931021  0.10167261  0.10553695  0.1095086 ]
 [ 0.11047996  0.08707906  0.08783379  0.08768161  0.11371549  0.08733255
   0.11032899  0.10783162  0.10234059  0.10537632]
 [ 0.11606741  0.09293903  0.08596325  0.08949896  0.09283594  0.10359482
   0.09450848  0.11701213  0.10669843  0.1008815 ]
 [ 0.12385071  0.09184677  0.10264815  0.1031247   0.08589443  0.08473887
   0.0987509   0.09196138  0.11561957  0.10156455]
 [ 0.09228581  0.10632306  0.09356752  0.10205138  0.09810811  0.08560412
   0.10093655  0.10605553  0.09754097  0.11752707]
 [ 0.091448    0.11897709  0.10008505  0.09211487  0.0914914   0.08798189
   0.12159278  0.10371891  0.10476141  0.08782853]
 [ 0.12299249  0.1002505   0.0945053   0.11591235  0.08657545  0.08751559
   0.0985994   0.09750436  0.09975894  0.09638572]
 [ 0.10555837  0.09543426  0.10524718  0.09291274  0.09407361  0.09056932
   0.09832153  0.10965962  0.11047356  0.09774987]
 [ 0.09674662  0.10841244  0.08465733  0.11519516  0.09093783  0.08755171
   0.09130229  0.1235837   0.08956883  0.11204407]
 [ 0.10637502  0.11714788  0.09491073  0.08766489  0.09802345  0.09391592
   0.10394102  0.09796319  0.10278698  0.09727098]
 [ 0.09002452  0.11766648  0.1019633   0.10555711  0.08848427  0.0967374
   0.09354598  0.09997219  0.09649688  0.10955197]
 [ 0.10992232  0.08742141  0.08613601  0.08715153  0.11761405  0.09438212
   0.10081962  0.1017572   0.10042087  0.11437478]
 [ 0.09253038  0.12376127  0.09465962  0.10271611  0.08945669  0.09336784
   0.09097451  0.09497771  0.10563796  0.11191788]
 [ 0.10601757  0.10041629  0.08758295  0.10886387  0.09481263  0.09539513
   0.09407376  0.10910508  0.09990454  0.10382812]
 [ 0.09218656  0.10439367  0.09046279  0.09822372  0.09277232  0.10421082
   0.08549977  0.11755392  0.0983356   0.1163609 ]
 [ 0.08990937  0.12315652  0.09755979  0.10436413  0.09919485  0.09083578
   0.09203909  0.09483724  0.10738651  0.10071665]
 [ 0.11791489  0.10132638  0.10368808  0.114237    0.0908654   0.08581468
   0.10349124  0.08641284  0.10240769  0.09384176]
 [ 0.10668202  0.09768447  0.09537508  0.09822053  0.09747598  0.11523899
   0.09425661  0.09490532  0.09719466  0.10296632]
 [ 0.14074427  0.09875804  0.10029445  0.09987127  0.09228925  0.07475389
   0.08578256  0.10084867  0.09961379  0.10704389]
 [ 0.09954326  0.12786292  0.08914082  0.10046073  0.08830577  0.09288096
   0.10631441  0.0921274   0.10122734  0.10213639]
 [ 0.09858686  0.08661956  0.09633023  0.10017921  0.11849224  0.09282792
   0.08827539  0.09303397  0.1084427   0.11721195]
 [ 0.10247961  0.10650571  0.07823813  0.10267878  0.09833661  0.09683261
   0.0978988   0.10656322  0.11184671  0.09861989]
 [ 0.10085482  0.08230008  0.09359114  0.10149333  0.1066969   0.09499922
   0.10888907  0.10652743  0.10788535  0.09676264]
 [ 0.09894901  0.13431251  0.09363715  0.08931009  0.10046169  0.08289719
   0.09396896  0.10259576  0.1084936   0.09537397]
 [ 0.1024524   0.12570597  0.10550827  0.1015226   0.09344084  0.09170148
   0.08980048  0.09315759  0.09678813  0.09992231]
 [ 0.11405993  0.11021128  0.10145693  0.09095996  0.09630282  0.09398907
   0.10195661  0.08595835  0.11959063  0.08551442]
 [ 0.09972921  0.12140241  0.10189634  0.10293812  0.09208251  0.10161459
   0.09086096  0.09462615  0.10050126  0.09434846]
 [ 0.15914236  0.09054203  0.09303967  0.10763831  0.08712646  0.08553769
   0.08053207  0.10314681  0.09059221  0.10270233]
 [ 0.12750955  0.11164899  0.11047255  0.0959859   0.09339222  0.09219883
   0.08885886  0.08168683  0.10705042  0.09119599]]
INFO:tensorflow:probabilities = [[ 0.11947402  0.09916133  0.08562472  0.10943736  0.08643597  0.11234096
   0.07284223  0.10582814  0.1079709   0.10088441]
 [ 0.10527965  0.12371412  0.09577357  0.10410937  0.09560149  0.09661535
   0.08594785  0.08087325  0.10594431  0.106141  ]
 [ 0.09135117  0.11091291  0.09072705  0.10177188  0.10328452  0.09171143
   0.09059705  0.10269113  0.11937732  0.09757546]
 [ 0.14528549  0.11395997  0.09110689  0.09607111  0.08232117  0.08509211
   0.10551944  0.07958442  0.08405228  0.11700709]
 [ 0.11064294  0.12682629  0.09718761  0.08707674  0.0859462   0.10823994
   0.09367495  0.08132388  0.11087459  0.09820686]
 [ 0.10197323  0.10385381  0.09643544  0.10411678  0.09776695  0.10598604
   0.09935344  0.09392868  0.09319795  0.10338765]
 [ 0.1126385   0.10960091  0.09095825  0.10284941  0.08171946  0.10193909
   0.08599531  0.10032877  0.10420097  0.10976928]
 [ 0.10788472  0.09813842  0.09904542  0.09831346  0.09231821  0.08069304
   0.12984192  0.0978613   0.09003857  0.10586493]
 [ 0.10834332  0.09173398  0.09040571  0.08894254  0.09708514  0.09855808
   0.09273958  0.10784963  0.10784705  0.1164949 ]
 [ 0.10295506  0.09990707  0.10363952  0.10406031  0.09694403  0.0940164
   0.09908314  0.09215003  0.11173787  0.09550649]
 [ 0.15476501  0.07602776  0.09813992  0.10114349  0.08429774  0.09917187
   0.08558131  0.09807625  0.09842046  0.1043762 ]
 [ 0.11505213  0.09496084  0.09077895  0.10560167  0.08857603  0.10351308
   0.09760388  0.09518196  0.10596228  0.10276911]
 [ 0.10946841  0.09981748  0.0964589   0.09539449  0.0927288   0.09595387
   0.11386071  0.08439667  0.1099154   0.10200526]
 [ 0.12326333  0.09555174  0.10546435  0.11171109  0.08978406  0.09450869
   0.08565101  0.090896    0.09717399  0.10599584]
 [ 0.10509947  0.10504124  0.08343029  0.09434754  0.09446269  0.08556076
   0.09150214  0.11298224  0.09954668  0.12802696]
 [ 0.09274707  0.12821156  0.09341954  0.10569599  0.09744006  0.10443704
   0.10292546  0.09456106  0.0924883   0.08807395]
 [ 0.09539175  0.1065497   0.09721205  0.108392    0.10792367  0.09079797
   0.10775692  0.08270989  0.10089322  0.10237298]
 [ 0.10510141  0.09537691  0.085853    0.0931549   0.10967465  0.09923053
   0.10370155  0.09917452  0.10164668  0.10708585]
 [ 0.11619116  0.08622285  0.10141738  0.09886415  0.10209202  0.09354901
   0.10320827  0.09749521  0.10382749  0.09713247]
 [ 0.10019127  0.08594926  0.07408697  0.10062905  0.11570261  0.10114428
   0.1191014   0.10046316  0.09880888  0.10392307]
 [ 0.09488347  0.13503432  0.08971874  0.09459279  0.09222582  0.08471929
   0.10022321  0.09206679  0.11258825  0.10394722]
 [ 0.12311336  0.11582944  0.10038871  0.10648175  0.09067734  0.08738603
   0.09502175  0.09828077  0.10066014  0.08216073]
 [ 0.09829193  0.12861998  0.09667943  0.11729331  0.0784867   0.08688679
   0.10406025  0.0909317   0.09539399  0.10335585]
 [ 0.1043091   0.082549    0.09560113  0.10465165  0.09692056  0.09386459
   0.11213344  0.09978566  0.12026851  0.08991644]
 [ 0.09913105  0.12048191  0.09264291  0.10074422  0.11069047  0.08513985
   0.08734383  0.08982804  0.11566044  0.09833724]
 [ 0.10100883  0.10614808  0.08064013  0.10276049  0.09799016  0.10150378
   0.08049475  0.09918492  0.11847521  0.11179359]
 [ 0.10933372  0.10635893  0.09855193  0.12384277  0.08493127  0.09142113
   0.09228411  0.10090769  0.10275316  0.08961526]
 [ 0.10778375  0.1103099   0.08426019  0.09838909  0.09192793  0.08593068
   0.11560104  0.10332789  0.10682796  0.09564158]
 [ 0.0973658   0.10962822  0.08600695  0.10014055  0.09468258  0.08824036
   0.10898276  0.10953311  0.10604145  0.09937817]
 [ 0.09626299  0.13808712  0.08476778  0.10548145  0.095123    0.09026859
   0.10060205  0.1038871   0.09734844  0.08817144]
 [ 0.11603949  0.08343817  0.10469911  0.09909921  0.09442353  0.08769339
   0.09922975  0.1093717   0.09793611  0.10806959]
 [ 0.08461388  0.1054767   0.09323607  0.10463318  0.09689808  0.09239262
   0.09880647  0.11012165  0.11128164  0.10253969]
 [ 0.09638951  0.10561287  0.082659    0.11237966  0.09517647  0.0935519
   0.0780793   0.11019596  0.114563    0.11139228]
 [ 0.10131479  0.08703575  0.09531108  0.10536172  0.10648765  0.08588889
   0.09273492  0.1033996   0.10848466  0.113981  ]
 [ 0.10744098  0.09304401  0.09212317  0.10006015  0.09317186  0.091783
   0.10522525  0.10044682  0.11744001  0.0992648 ]
 [ 0.11717808  0.09864407  0.11201359  0.10570562  0.09592965  0.07246014
   0.10212032  0.10060792  0.09405962  0.10128096]
 [ 0.1243481   0.09586401  0.10077162  0.08623732  0.09502679  0.07906295
   0.11176988  0.09467642  0.10096682  0.11127618]
 [ 0.09156755  0.08850656  0.08345829  0.09906541  0.11597736  0.09890105
   0.09911282  0.10492331  0.10587989  0.1126078 ]
 [ 0.11646336  0.08010767  0.07934526  0.1008479   0.10970236  0.09758275
   0.09082942  0.11726314  0.09781342  0.11004478]
 [ 0.11180612  0.10314768  0.10835711  0.10837647  0.0754438   0.07496732
   0.10178337  0.1131983   0.10031586  0.10260404]
 [ 0.09039684  0.10141757  0.09797036  0.08340327  0.11118086  0.09427711
   0.09940156  0.11590179  0.10543267  0.10061803]
 [ 0.11202664  0.1260169   0.08617043  0.09696029  0.09557164  0.07960644
   0.09974853  0.10406481  0.09254427  0.10729008]
 [ 0.11428584  0.09276967  0.09747144  0.09242325  0.08445691  0.10090751
   0.10824451  0.10420375  0.1108756   0.09436154]
 [ 0.10505191  0.1168219   0.08750869  0.09118198  0.09526168  0.09806684
   0.09174263  0.11440273  0.0933431   0.10661851]
 [ 0.09516273  0.12355273  0.09387723  0.09651053  0.09497296  0.08660486
   0.09752341  0.10435194  0.09870106  0.10874251]
 [ 0.10847047  0.10197986  0.08988376  0.11486693  0.08868491  0.08633987
   0.10986415  0.0937729   0.11449967  0.09163754]
 [ 0.1011144   0.12335803  0.09453151  0.09955656  0.09807334  0.08940526
   0.10362653  0.09638247  0.10546247  0.08848938]
 [ 0.11177153  0.0879218   0.09840585  0.08875488  0.09966409  0.09490085
   0.09047018  0.11008473  0.09620877  0.1218173 ]
 [ 0.10493798  0.08904426  0.09924649  0.09423804  0.10075362  0.09706578
   0.11362866  0.09495402  0.1050916   0.1010396 ]
 [ 0.09839909  0.08565915  0.08554383  0.11164243  0.10320095  0.09926839
   0.0904525   0.1068076   0.10300615  0.11601987]
 [ 0.09963132  0.08944164  0.09575607  0.11518679  0.08842822  0.09777366
   0.09909416  0.08668756  0.11244669  0.11555397]
 [ 0.10294119  0.12792282  0.08638374  0.10206178  0.09724682  0.09210985
   0.10291146  0.08865492  0.10619543  0.09357197]
 [ 0.12863207  0.09572159  0.1023284   0.1063065   0.09132313  0.09011214
   0.10606012  0.08031715  0.09421615  0.10498271]
 [ 0.15060696  0.0731412   0.10304204  0.12102148  0.07680346  0.09559219
   0.08572225  0.08975678  0.08279971  0.12151381]
 [ 0.09506005  0.09397919  0.09622465  0.09201311  0.10649694  0.10333314
   0.10622036  0.09089437  0.11317136  0.10260678]
 [ 0.1176756   0.09391983  0.09033217  0.11305536  0.10888036  0.10534997
   0.07758053  0.06826432  0.11772894  0.10721298]
 [ 0.10386615  0.10943081  0.08509294  0.09269698  0.09365327  0.082502
   0.09163682  0.11572789  0.10929302  0.11610012]
 [ 0.11836617  0.09066905  0.10236916  0.10228743  0.07738961  0.09021638
   0.10696805  0.09107771  0.11621149  0.10444497]
 [ 0.1182195   0.08281001  0.08589771  0.09927472  0.10477424  0.09514061
   0.0874057   0.10394704  0.11070802  0.11182252]
 [ 0.12213604  0.09916743  0.09670927  0.1134648   0.08189347  0.09784706
   0.09042314  0.0943155   0.10395624  0.10008711]
 [ 0.09152819  0.10435781  0.07665322  0.09763569  0.10734299  0.09156821
   0.09408621  0.10344753  0.1124888   0.12089129]
 [ 0.09549161  0.11150879  0.10554185  0.08615305  0.11113932  0.10257026
   0.08518452  0.10541231  0.0962728   0.10072548]
 [ 0.10677619  0.09658957  0.0901992   0.09483378  0.10170987  0.0907941
   0.09800422  0.10452747  0.11144554  0.1051201 ]
 [ 0.10547321  0.12825099  0.11021999  0.09946953  0.07510149  0.08107643
   0.11982174  0.08506657  0.11722452  0.07829552]
 [ 0.10459206  0.10427709  0.09824635  0.08515329  0.09038713  0.1018309
   0.09737074  0.09647585  0.11046559  0.11120108]
 [ 0.09725037  0.12343238  0.09181806  0.10999827  0.10336062  0.09045779
   0.09653483  0.08546131  0.10956777  0.09211856]
 [ 0.11975112  0.08654679  0.09179673  0.10130619  0.11232696  0.10267731
   0.07924219  0.10315474  0.10841027  0.09478772]
 [ 0.10221489  0.11722738  0.09939752  0.10671763  0.09352475  0.08670646
   0.09468932  0.08869229  0.11342558  0.0974042 ]
 [ 0.10253663  0.11159975  0.10652433  0.09017932  0.10042126  0.08689952
   0.09871476  0.09650752  0.10148103  0.10513582]
 [ 0.09621029  0.10980572  0.09000064  0.10147782  0.10014203  0.10803691
   0.08721831  0.08944765  0.1111934   0.10646733]
 [ 0.09275404  0.14249003  0.08771168  0.10910799  0.08949569  0.10437229
   0.08583718  0.08047698  0.11145001  0.09630407]
 [ 0.10587794  0.10693502  0.09077889  0.09819984  0.09954031  0.09093304
   0.09386874  0.10597698  0.10229885  0.10559031]
 [ 0.10123724  0.10247198  0.09426782  0.10011581  0.09705222  0.09832755
   0.09511498  0.11173659  0.10908701  0.09058888]
 [ 0.09552356  0.10997982  0.08665284  0.09350903  0.1026959   0.09616903
   0.09660365  0.10443163  0.10836513  0.10606941]
 [ 0.09235124  0.0967931   0.09375004  0.08313353  0.10413335  0.11309174
   0.10618607  0.0979306   0.09951556  0.11311476]
 [ 0.09116147  0.09574891  0.09999856  0.09982269  0.1006126   0.09878874
   0.10154103  0.10336393  0.10887755  0.10008452]
 [ 0.12390814  0.08506049  0.08221176  0.11343328  0.09136038  0.09211189
   0.09828914  0.1015063   0.10551257  0.10660601]
 [ 0.0901241   0.12084728  0.10147288  0.10020513  0.09211192  0.10296053
   0.08969916  0.08762084  0.11495567  0.10000239]
 [ 0.09452818  0.10347077  0.09815532  0.09827462  0.10532151  0.09020957
   0.09944905  0.11083972  0.09847118  0.10128006]
 [ 0.10025392  0.11228161  0.08482742  0.13584767  0.07727231  0.08791222
   0.0810146   0.09984969  0.11537662  0.10536392]
 [ 0.10373957  0.10811528  0.08208202  0.09638435  0.09228754  0.09763181
   0.10483703  0.10209571  0.10641859  0.10640815]
 [ 0.1177186   0.10428759  0.09123894  0.13029034  0.08309159  0.08290418
   0.09592187  0.09381638  0.11507691  0.08565357]
 [ 0.09864175  0.09029752  0.0880869   0.09956998  0.10645664  0.09624837
   0.0887825   0.11421636  0.11762793  0.10007201]
 [ 0.10006903  0.08638435  0.09106512  0.09671728  0.10849844  0.10281481
   0.09599394  0.10802086  0.10338979  0.10704646]
 [ 0.0979444   0.09584706  0.10188013  0.11539318  0.10861462  0.09433421
   0.08698951  0.0974814   0.10154308  0.09997234]
 [ 0.09234875  0.13770263  0.09212634  0.10438088  0.09672082  0.0919207
   0.09471551  0.10510328  0.09709584  0.08788528]
 [ 0.10690551  0.10270049  0.0792082   0.09822166  0.0829677   0.10977408
   0.08869102  0.1164511   0.10513436  0.10994597]
 [ 0.09733951  0.13913848  0.08758797  0.10300434  0.08924165  0.09305201
   0.09439319  0.09953162  0.10255571  0.09415548]
 [ 0.15866588  0.0869389   0.10294954  0.11362971  0.08093983  0.07852127
   0.09712801  0.0880039   0.08487245  0.1083504 ]
 [ 0.12200254  0.08938166  0.08173533  0.09551451  0.1187051   0.09876656
   0.08560716  0.09577985  0.1098226   0.10268462]
 [ 0.09822556  0.13474943  0.09925646  0.09937236  0.08094683  0.09725698
   0.08513896  0.09153877  0.11832514  0.09518954]
 [ 0.14334254  0.07898229  0.09063474  0.10406467  0.0908042   0.08831142
   0.0951231   0.09600522  0.10841607  0.10431572]
 [ 0.10123591  0.09737669  0.09047405  0.09361643  0.11303816  0.09130001
   0.09328541  0.10682582  0.10117463  0.11167282]
 [ 0.11664745  0.08012401  0.09161843  0.10175904  0.10217926  0.09508568
   0.10081267  0.09247805  0.10904229  0.11025312]
 [ 0.09365015  0.10386755  0.09248412  0.11115834  0.0960051   0.10145662
   0.08007468  0.11065532  0.1064615   0.10418654]
 [ 0.12503545  0.08806062  0.08157717  0.14129731  0.08543679  0.10282093
   0.0717873   0.0749773   0.11139195  0.11761512]
 [ 0.10466087  0.09804263  0.09077817  0.10061718  0.10248112  0.08771131
   0.10033647  0.09273367  0.11349117  0.10914738]
 [ 0.11235268  0.08861843  0.09006193  0.10224473  0.1037349   0.08125649
   0.10824499  0.09318507  0.12308426  0.0972166 ]
 [ 0.12057599  0.08931329  0.08916002  0.10550905  0.09278414  0.10073637
   0.09874379  0.0944085   0.11180308  0.09696575]
 [ 0.10375492  0.10878941  0.08822137  0.10957813  0.09159357  0.07764687
   0.08875073  0.112776    0.1077738   0.11111514]]
INFO:tensorflow:global_step/sec: 159.039
INFO:tensorflow:loss = 2.17592, step = 601
INFO:tensorflow:probabilities = [[ 0.13036984  0.07704879  0.09412843  0.10400865  0.106419    0.1053909
   0.07414863  0.08715194  0.10893885  0.11239494]
 [ 0.104812    0.11529541  0.09506438  0.09495815  0.11186472  0.08747207
   0.09467526  0.09306668  0.10688318  0.09590814]
 [ 0.14227554  0.08238374  0.09554561  0.10935511  0.09244797  0.09479973
   0.0834643   0.09890412  0.10155349  0.09927036]
 [ 0.13326545  0.08802471  0.08568121  0.08832244  0.1019427   0.09917574
   0.07811977  0.10325383  0.11668684  0.10552721]
 [ 0.09689118  0.11180288  0.08863261  0.1071691   0.09874304  0.0910878
   0.10678667  0.09035999  0.10560167  0.10292523]
 [ 0.11058128  0.09522589  0.08361744  0.09908462  0.10599552  0.11537708
   0.09395622  0.09568183  0.10347237  0.09700768]
 [ 0.09787641  0.09908231  0.09261835  0.11014164  0.08392869  0.09418231
   0.10405426  0.1222045   0.09315643  0.1027551 ]
 [ 0.09829853  0.10107022  0.08628424  0.08816059  0.10241514  0.10310178
   0.12638752  0.08385716  0.09598866  0.11443613]
 [ 0.11397211  0.11669861  0.08743241  0.09474884  0.10176867  0.10379146
   0.08459361  0.08681142  0.09931187  0.11087093]
 [ 0.1095774   0.1051728   0.11231162  0.07856071  0.1114779   0.0810051
   0.11817189  0.07977547  0.10227051  0.10167663]
 [ 0.10816802  0.10133954  0.09836142  0.09824924  0.07992293  0.08932441
   0.10668951  0.105423    0.10502258  0.10749939]
 [ 0.09914722  0.12619524  0.09816159  0.10410284  0.09339223  0.0933199
   0.09296524  0.09222641  0.1064963   0.09399319]
 [ 0.09352314  0.10991282  0.09163631  0.09910828  0.08799057  0.09353055
   0.08500412  0.11427466  0.11977852  0.10524108]
 [ 0.14526232  0.08041856  0.08354669  0.12194765  0.08487002  0.08794378
   0.09662505  0.09880134  0.10793589  0.09264874]
 [ 0.10437682  0.13969359  0.08762214  0.10246858  0.09092154  0.08711906
   0.10008086  0.08659936  0.09460835  0.10650982]
 [ 0.1255794   0.10274872  0.10606062  0.13457516  0.09348205  0.07858244
   0.08560109  0.09650324  0.09345197  0.08341538]
 [ 0.097378    0.10058101  0.07673113  0.11214556  0.10825907  0.0834024
   0.10475788  0.10335097  0.11052342  0.10287058]
 [ 0.10414197  0.11631449  0.08082621  0.10973085  0.09234804  0.09030398
   0.0883516   0.10285168  0.11827887  0.09685241]
 [ 0.12089361  0.09339731  0.09686247  0.10462652  0.09722096  0.08724529
   0.0871299   0.10347947  0.1111272   0.0980172 ]
 [ 0.11125978  0.07965167  0.08541805  0.11323261  0.0938589   0.09854592
   0.08048339  0.11657557  0.11175513  0.10921895]
 [ 0.09845458  0.11195908  0.09369337  0.10671657  0.08606368  0.08877665
   0.10311309  0.10153754  0.11646455  0.09322082]
 [ 0.10599346  0.12332155  0.09203014  0.09654663  0.09831407  0.09261373
   0.09118739  0.08541223  0.10294978  0.11163104]
 [ 0.09053095  0.08446352  0.08230485  0.11138674  0.09078749  0.0902928
   0.11200304  0.10547314  0.10511994  0.12763758]
 [ 0.1105637   0.09150241  0.07804675  0.0981091   0.1040227   0.09114551
   0.09123771  0.121264    0.09369855  0.12040966]
 [ 0.10562475  0.09545988  0.11365616  0.10356221  0.09672847  0.07675633
   0.11685052  0.09529971  0.09721301  0.09884898]
 [ 0.11775591  0.11823177  0.1047594   0.11371835  0.08405527  0.07347313
   0.10333128  0.08158739  0.11621042  0.08687718]
 [ 0.11070087  0.07000741  0.09216702  0.11933023  0.0983258   0.09757628
   0.09491894  0.10873026  0.11036642  0.09787679]
 [ 0.14228868  0.09286635  0.08122561  0.11491802  0.09472807  0.09895297
   0.0847484   0.0805262   0.10121994  0.10852586]
 [ 0.11070489  0.10289144  0.09338887  0.09148224  0.11463071  0.09372396
   0.09300715  0.09460372  0.09948946  0.10607751]
 [ 0.10554648  0.11337867  0.10390941  0.11243469  0.07650815  0.09826837
   0.09996166  0.09569094  0.10308342  0.09121832]
 [ 0.11322653  0.11492518  0.10083693  0.10858584  0.09348977  0.08317386
   0.09139346  0.10754237  0.10112967  0.08569641]
 [ 0.09908867  0.10020062  0.08105167  0.10463931  0.10198294  0.07874814
   0.10851557  0.13009204  0.09311802  0.10256311]
 [ 0.1186028   0.10283966  0.11114988  0.0820948   0.0966251   0.08776259
   0.09722418  0.09311854  0.10253845  0.108044  ]
 [ 0.1198413   0.08988796  0.11279839  0.09613518  0.11034877  0.10268306
   0.09441449  0.07935288  0.0976427   0.09689531]
 [ 0.09426259  0.13358209  0.08682152  0.10283046  0.08038296  0.08916958
   0.10017319  0.09761149  0.11276427  0.10240181]
 [ 0.11052848  0.07645567  0.08607455  0.09738743  0.09846539  0.09217151
   0.09454833  0.11382605  0.11362059  0.11692201]
 [ 0.0954214   0.10668015  0.08544754  0.09746317  0.10541152  0.09664536
   0.09909467  0.09805153  0.11036071  0.10542394]
 [ 0.10673459  0.10901226  0.08566747  0.11713254  0.08786044  0.08711169
   0.11134184  0.09061786  0.11058744  0.09393381]
 [ 0.11317676  0.10336405  0.09290376  0.10179095  0.10326746  0.08595461
   0.09350204  0.09404764  0.11167939  0.10031332]
 [ 0.10297707  0.09699997  0.08540325  0.12497029  0.09105264  0.09736693
   0.09131202  0.105676    0.1035014   0.10074045]
 [ 0.10317203  0.11769097  0.12737192  0.0943      0.09486796  0.08603239
   0.11170571  0.0887786   0.09216969  0.08391069]
 [ 0.08340676  0.11204452  0.09699176  0.09066519  0.11276142  0.09870677
   0.09152847  0.09330077  0.10335493  0.11723939]
 [ 0.12164824  0.089226    0.09048542  0.09622548  0.09407546  0.08767136
   0.12664126  0.09405864  0.10310243  0.09686567]
 [ 0.1142971   0.110233    0.08915246  0.09867526  0.08635146  0.09498832
   0.08262108  0.09019283  0.12658437  0.10690407]
 [ 0.10501271  0.11614423  0.08527175  0.10433521  0.09009083  0.08786065
   0.10236597  0.10127195  0.11003181  0.09761499]
 [ 0.10086378  0.11709559  0.08848575  0.11318024  0.09798317  0.0855558
   0.0835764   0.10525537  0.10001251  0.10799149]
 [ 0.10833891  0.11305409  0.09943108  0.10339575  0.08678495  0.10608269
   0.09615404  0.09379383  0.10513499  0.08782965]
 [ 0.14676832  0.08135067  0.09650017  0.10540385  0.09809959  0.07946622
   0.11444768  0.08357909  0.08736431  0.10702014]
 [ 0.09420529  0.09828115  0.09040592  0.08703223  0.09856392  0.09486479
   0.10012064  0.12453867  0.10721794  0.10476936]
 [ 0.11267199  0.11390419  0.10229801  0.12068756  0.08810296  0.09779646
   0.07962121  0.09423979  0.09459575  0.09608205]
 [ 0.0914847   0.14412016  0.0903805   0.09530576  0.09630221  0.0976244
   0.08936599  0.08883047  0.10183805  0.10474771]
 [ 0.12887016  0.09989836  0.09564555  0.10887323  0.10574155  0.09583332
   0.09104051  0.07522106  0.10224222  0.09663412]
 [ 0.12840581  0.080468    0.0847634   0.10615079  0.09183942  0.0930911
   0.10853916  0.08838969  0.09369319  0.12465948]
 [ 0.09744945  0.12132481  0.1105103   0.09194543  0.09014799  0.08011672
   0.12474883  0.09586394  0.10166649  0.08622605]
 [ 0.11491673  0.09404213  0.09607472  0.12079289  0.0849656   0.08695697
   0.1123231   0.09157343  0.10770749  0.09064692]
 [ 0.10282381  0.10886297  0.08959574  0.11086261  0.09052945  0.09610255
   0.09646917  0.09239049  0.11220418  0.10015897]
 [ 0.09536066  0.10628462  0.09499892  0.09057776  0.09659804  0.10544828
   0.09419549  0.09958998  0.10895611  0.10799018]
 [ 0.12380213  0.09878381  0.09075584  0.09278283  0.0955402   0.10023025
   0.09847244  0.08715944  0.12348276  0.08899035]
 [ 0.10229156  0.1325966   0.10012197  0.10244121  0.09506445  0.08869367
   0.09052178  0.10075293  0.10638276  0.081133  ]
 [ 0.09462476  0.09750827  0.07912972  0.10858805  0.09725103  0.0979939
   0.09174903  0.11810132  0.09666318  0.11839064]
 [ 0.10523666  0.10977449  0.09691697  0.10994709  0.09853633  0.09034909
   0.1044515   0.09086552  0.09564959  0.09827287]
 [ 0.09514257  0.1006688   0.09532335  0.11937904  0.09361603  0.0872313
   0.10044062  0.11601333  0.09702229  0.09516271]
 [ 0.10934801  0.08923364  0.09544411  0.09136109  0.10185573  0.09388226
   0.10407176  0.08062775  0.10801716  0.12615846]
 [ 0.09737641  0.09193194  0.09608071  0.11922608  0.09068521  0.10054088
   0.0846073   0.10731401  0.11366802  0.09856947]
 [ 0.10259664  0.13433278  0.0921634   0.09025139  0.0892655   0.10434091
   0.08796068  0.09419307  0.10686439  0.09803133]
 [ 0.09876422  0.10602544  0.09403925  0.09794333  0.10370822  0.08885971
   0.1022024   0.10698222  0.10291892  0.09855638]
 [ 0.11885492  0.09202916  0.10855187  0.09100749  0.10777865  0.08048227
   0.09994823  0.10720976  0.09707734  0.0970603 ]
 [ 0.10664029  0.12415572  0.0936889   0.10491887  0.09184983  0.08269814
   0.09459697  0.1052349   0.09875369  0.09746271]
 [ 0.15083143  0.07667194  0.09974483  0.10407528  0.08563495  0.08940949
   0.09864748  0.09221427  0.11029579  0.09247456]
 [ 0.15487696  0.08945664  0.09303629  0.11203424  0.07680555  0.07872855
   0.0812196   0.11080068  0.10328608  0.09975553]
 [ 0.11420728  0.0930346   0.11526915  0.09521813  0.09250668  0.11104329
   0.08706234  0.08673429  0.10171776  0.10320649]
 [ 0.10666987  0.13402669  0.1139214   0.10598727  0.07851605  0.07852506
   0.10456122  0.08808397  0.10445026  0.08525815]
 [ 0.11451311  0.0817508   0.08696696  0.11015185  0.08970326  0.08910373
   0.08473098  0.12836321  0.10163579  0.11308036]
 [ 0.10540228  0.10067426  0.08947597  0.08201377  0.1055979   0.09525495
   0.0909607   0.10424564  0.10977972  0.11659483]
 [ 0.09871897  0.09698174  0.09354345  0.11713961  0.08908969  0.10722914
   0.0910214   0.10629735  0.0997868   0.10019187]
 [ 0.13719243  0.08199394  0.08618246  0.11086152  0.0992642   0.10119632
   0.08974404  0.0873156   0.10352402  0.10272538]
 [ 0.13774008  0.07048316  0.10072898  0.09808696  0.09663469  0.09134638
   0.094266    0.08982892  0.10135067  0.11953414]
 [ 0.10044952  0.08974142  0.09066286  0.09228734  0.12023471  0.10058833
   0.08958681  0.10442422  0.10969464  0.10233012]
 [ 0.10848239  0.1227079   0.09366462  0.1111907   0.09530892  0.08983421
   0.10161259  0.08217528  0.10545401  0.08956929]
 [ 0.11298636  0.12108167  0.08736361  0.11782784  0.0803331   0.09199435
   0.09900066  0.07911     0.09487639  0.11542605]
 [ 0.10859677  0.10978433  0.09687302  0.10705134  0.09775163  0.09891031
   0.09420447  0.09601814  0.09559342  0.09521661]
 [ 0.14724736  0.09610228  0.09600085  0.11552565  0.08162354  0.08701038
   0.09948747  0.08139605  0.09277409  0.10283235]
 [ 0.10571469  0.10418908  0.08034898  0.10616001  0.08584875  0.11780105
   0.07408641  0.09341904  0.10820867  0.12422326]
 [ 0.11136726  0.09434789  0.0827053   0.10395417  0.10655387  0.08538398
   0.09145758  0.11678254  0.08557346  0.12187401]
 [ 0.10654803  0.1124609   0.11181172  0.0981307   0.08377552  0.08389787
   0.11432454  0.09058835  0.10860778  0.08985449]
 [ 0.08641353  0.14418693  0.10194997  0.11122997  0.09287249  0.08365776
   0.09913646  0.09185085  0.10032115  0.0883809 ]
 [ 0.10865761  0.13173436  0.09356691  0.09414262  0.08970205  0.08310879
   0.09993017  0.08860988  0.1030927   0.10745475]
 [ 0.12480621  0.08669705  0.09571667  0.09565677  0.10755328  0.10536009
   0.08128597  0.10865423  0.07905003  0.11521968]
 [ 0.10392378  0.0860711   0.10362539  0.09945771  0.0951511   0.09502576
   0.08893561  0.09757027  0.10610567  0.12413365]
 [ 0.11260371  0.09887201  0.09894464  0.09474106  0.09097148  0.08996408
   0.08623815  0.10839535  0.11225354  0.10701598]
 [ 0.12753496  0.11756612  0.10345527  0.12076689  0.0801378   0.08046749
   0.09088068  0.08684472  0.09830479  0.0940412 ]
 [ 0.09510746  0.0977654   0.07804266  0.10162621  0.10310189  0.10618288
   0.09025398  0.09740497  0.11573127  0.11478324]
 [ 0.1162115   0.0930035   0.10316663  0.10135525  0.09391298  0.08912951
   0.11191634  0.09757435  0.10206707  0.09166284]
 [ 0.11062245  0.11159474  0.0933388   0.12208867  0.08217049  0.09019768
   0.09576567  0.10336323  0.09470784  0.09615041]
 [ 0.08753498  0.10450765  0.08688892  0.10889322  0.08666357  0.10501204
   0.08999721  0.11191616  0.10639121  0.1121951 ]
 [ 0.10096216  0.1146523   0.09657685  0.1028903   0.08983056  0.09864839
   0.09787179  0.09851531  0.10825979  0.09179261]
 [ 0.14124109  0.09408694  0.09536812  0.10245606  0.08934222  0.08863743
   0.09995635  0.08288553  0.09985148  0.10617477]
 [ 0.0986451   0.12098378  0.09194794  0.1102984   0.09632529  0.09463926
   0.09394934  0.1018938   0.09763424  0.09368288]
 [ 0.16650321  0.07600176  0.08571993  0.106346    0.10434125  0.08977003
   0.07784431  0.09016065  0.10461923  0.09869358]
 [ 0.11635534  0.11267807  0.09704927  0.08778982  0.0973744   0.09538724
   0.0840895   0.09067003  0.12599884  0.09260739]]
INFO:tensorflow:probabilities = [[ 0.12861115  0.0817679   0.07671221  0.10106887  0.10663576  0.08790106
   0.0970771   0.10470475  0.10108759  0.11443358]
 [ 0.11076088  0.09333351  0.09828254  0.0859936   0.1034887   0.09482793
   0.09158425  0.1068752   0.10272919  0.11212423]
 [ 0.08911829  0.0951129   0.08600777  0.1003672   0.08621582  0.090056
   0.088803    0.11968925  0.10710199  0.13752785]
 [ 0.10094471  0.10624755  0.08696     0.10053871  0.10670707  0.09367734
   0.09238792  0.09515464  0.10231617  0.1150659 ]
 [ 0.1162221   0.08217988  0.10213538  0.08220546  0.11009669  0.09931447
   0.11484423  0.10064737  0.09611741  0.09623699]
 [ 0.13702789  0.0721087   0.09003343  0.10657132  0.0885831   0.08492439
   0.10685802  0.11033634  0.11826023  0.08529671]
 [ 0.10304497  0.08129627  0.11059738  0.11129043  0.10961569  0.08626205
   0.09920214  0.08131604  0.12419672  0.09317836]
 [ 0.11721469  0.1039487   0.10480481  0.08942994  0.09844495  0.09142238
   0.09754007  0.10386965  0.10103523  0.09228946]
 [ 0.13682596  0.09388161  0.09406244  0.1218657   0.09956498  0.0768013
   0.10217315  0.07543678  0.11254296  0.08684513]
 [ 0.11191561  0.08949188  0.0936603   0.09634918  0.10079402  0.07691231
   0.11170033  0.09233788  0.12449007  0.10234838]
 [ 0.10521556  0.10302532  0.09250367  0.12145174  0.08212003  0.10791265
   0.07588062  0.10862184  0.09930363  0.10396487]
 [ 0.09523176  0.13551494  0.08922829  0.10040642  0.09250839  0.0890424
   0.09761509  0.09554322  0.10388227  0.10102718]
 [ 0.12161872  0.08238734  0.08496752  0.10675417  0.0880651   0.07749286
   0.09772319  0.11290977  0.12295313  0.10512827]
 [ 0.12489264  0.09787174  0.09406105  0.10449748  0.09051788  0.07958119
   0.10385016  0.09529384  0.0995535   0.1098805 ]
 [ 0.09669549  0.09805283  0.09423386  0.09618909  0.10320717  0.10099567
   0.09043585  0.09613846  0.10827605  0.1157755 ]
 [ 0.1038995   0.0980477   0.08987594  0.1315836   0.0871481   0.09272231
   0.07882562  0.10207802  0.1177458   0.09807336]
 [ 0.11281551  0.09819049  0.09502138  0.09019247  0.08622961  0.12100778
   0.0900687   0.07778941  0.12753063  0.10115402]
 [ 0.10358986  0.09454915  0.09664389  0.11603256  0.08863423  0.09579999
   0.09051133  0.1037152   0.11335418  0.09716962]
 [ 0.09801756  0.11242837  0.08878877  0.10419178  0.09045557  0.1047711
   0.08317956  0.10708345  0.10694741  0.10413653]
 [ 0.11338182  0.10202548  0.09046748  0.10332953  0.0940892   0.09029727
   0.08309504  0.10330831  0.12535006  0.09465579]
 [ 0.10364126  0.11062768  0.08469991  0.09250787  0.10623433  0.09529761
   0.09701296  0.09962855  0.11134957  0.0990003 ]
 [ 0.09786905  0.09846172  0.09550751  0.10254331  0.09664159  0.11308064
   0.0833777   0.09612601  0.11151776  0.1048747 ]
 [ 0.1002526   0.08709727  0.10004073  0.12349546  0.09722932  0.07717077
   0.09988116  0.11734576  0.11241359  0.08507334]
 [ 0.10061499  0.1163626   0.08710438  0.11525755  0.10300592  0.08820438
   0.10323288  0.09307675  0.09621807  0.09692243]
 [ 0.12180087  0.06667279  0.07212718  0.09413984  0.10691032  0.09523645
   0.075795    0.12269137  0.10326396  0.14136225]
 [ 0.10106732  0.09497347  0.08556793  0.1147563   0.11077619  0.08864806
   0.08601548  0.09314043  0.09749976  0.12755507]
 [ 0.10279233  0.08461001  0.08335084  0.09216225  0.10115552  0.09001903
   0.11688424  0.10522086  0.12743312  0.09637176]
 [ 0.11247904  0.09017555  0.08387684  0.09147999  0.09716297  0.1084379
   0.09116837  0.11414053  0.108764    0.10231484]
 [ 0.1090403   0.1118121   0.11740728  0.08599452  0.08498443  0.0965232
   0.08403572  0.09630714  0.10924124  0.10465405]
 [ 0.10496674  0.10769616  0.09474288  0.09678239  0.09040221  0.09111325
   0.1054002   0.08835508  0.14067137  0.07986969]
 [ 0.10335591  0.1079712   0.0855803   0.13257074  0.09127544  0.07223806
   0.11007496  0.10601785  0.10179015  0.08912531]
 [ 0.08969811  0.0887341   0.09296193  0.13616152  0.09493709  0.08666783
   0.08150155  0.09174627  0.10997573  0.12761582]
 [ 0.09372606  0.11179388  0.11517224  0.10565246  0.09060046  0.09548397
   0.08596013  0.09547672  0.11542699  0.09070706]
 [ 0.11821984  0.10067025  0.09374446  0.11154261  0.11092042  0.09783356
   0.09877406  0.08959879  0.09367978  0.0850162 ]
 [ 0.11612637  0.08804958  0.102791    0.08330318  0.11439002  0.09724593
   0.09602161  0.09870878  0.10687117  0.09649237]
 [ 0.12792066  0.10235263  0.09614169  0.11557924  0.08370073  0.0882142
   0.10079509  0.0875966   0.09775925  0.09993992]
 [ 0.10539269  0.11633972  0.11738952  0.12540692  0.07695217  0.08591438
   0.08895797  0.09359138  0.0983763   0.09167895]
 [ 0.12373301  0.09893049  0.09319814  0.11010466  0.08837354  0.09974003
   0.07194296  0.08636925  0.14338993  0.08421791]
 [ 0.11200491  0.07897158  0.09904629  0.10495203  0.11532009  0.08773334
   0.08908187  0.09859941  0.11951285  0.09477764]
 [ 0.15517394  0.07493391  0.08277727  0.11214062  0.10486419  0.08413439
   0.10838905  0.09733757  0.08989228  0.09035678]
 [ 0.0881142   0.094252    0.0866474   0.10946276  0.09916728  0.09538851
   0.09370544  0.11218039  0.10155293  0.11952916]
 [ 0.09563622  0.11400816  0.09327109  0.105087    0.09981027  0.09236782
   0.090342    0.10353971  0.10226814  0.10366964]
 [ 0.10844172  0.09542387  0.09511516  0.09354634  0.09801627  0.11155178
   0.09510623  0.08698459  0.10888376  0.10693025]
 [ 0.10628103  0.07579148  0.08902328  0.09850386  0.1042741   0.09867641
   0.11580155  0.10772234  0.100843    0.10308298]
 [ 0.13011205  0.10541002  0.08115871  0.10533172  0.09888005  0.06163145
   0.10918134  0.08665349  0.11030805  0.11133303]
 [ 0.11942884  0.0766197   0.10790722  0.08968187  0.11650714  0.10986684
   0.09381931  0.0971158   0.08644108  0.10261218]
 [ 0.10246675  0.13983966  0.11267176  0.0913619   0.08838981  0.10825078
   0.08544831  0.08387607  0.10370635  0.08398861]
 [ 0.11002342  0.08888962  0.10233065  0.10632221  0.086193    0.09558032
   0.09159845  0.10248161  0.11720057  0.09938013]
 [ 0.10875448  0.10059682  0.0948071   0.09514242  0.11369357  0.08941051
   0.0812765   0.09215461  0.10828738  0.11587654]
 [ 0.09812863  0.08585235  0.08622139  0.09551653  0.09896768  0.09992287
   0.10417252  0.10505489  0.09800497  0.12815817]
 [ 0.14115503  0.08302923  0.0917052   0.10998206  0.10393631  0.08312669
   0.10118856  0.0886076   0.09338546  0.10388376]
 [ 0.10328403  0.07841516  0.08813246  0.09788056  0.11140709  0.08883818
   0.08312411  0.11386856  0.12937379  0.10567602]
 [ 0.09712102  0.10100896  0.09716068  0.09982742  0.1176849   0.0941556
   0.09594921  0.09400798  0.10340984  0.09967438]
 [ 0.08055723  0.10869624  0.10155921  0.11979275  0.08563968  0.0892469
   0.08216796  0.11579754  0.10935437  0.10718822]
 [ 0.12479895  0.09074347  0.08487438  0.09651166  0.09733131  0.09916137
   0.08173025  0.09919904  0.12165233  0.10399713]
 [ 0.09232856  0.09929577  0.09358467  0.10389224  0.11306527  0.09815837
   0.09587547  0.09944949  0.0961752   0.10817499]
 [ 0.19147904  0.07108077  0.08440525  0.12838683  0.07170555  0.08552262
   0.07708521  0.09042335  0.12088744  0.07902392]
 [ 0.10960077  0.08104815  0.10780354  0.10964252  0.10551283  0.09370835
   0.09855162  0.09151422  0.10760171  0.09501628]
 [ 0.10565025  0.11477486  0.08585511  0.09717955  0.0933531   0.08831289
   0.09517638  0.10982071  0.11161662  0.09826059]
 [ 0.10116345  0.09723313  0.10298125  0.10567123  0.09341519  0.09628291
   0.08454954  0.09472348  0.11673192  0.10724784]
 [ 0.10489041  0.11121567  0.08928233  0.1039177   0.10847834  0.08503967
   0.10836508  0.10114633  0.10749587  0.0801687 ]
 [ 0.12102342  0.08844647  0.08948375  0.11425192  0.08960472  0.0913919
   0.09152798  0.10755022  0.12485628  0.08186336]
 [ 0.12411357  0.08366431  0.1168158   0.09824738  0.0851715   0.09641489
   0.09672203  0.10116368  0.10529001  0.09239681]
 [ 0.09995074  0.12738635  0.10340043  0.10717446  0.08768533  0.09408022
   0.09083849  0.09028018  0.09791526  0.10128855]
 [ 0.12303279  0.08960314  0.09350433  0.10462207  0.09014975  0.09804982
   0.09955534  0.10987777  0.10460141  0.08700366]
 [ 0.11168931  0.0974621   0.10158607  0.11413452  0.09368457  0.08598118
   0.10712691  0.09088486  0.10464692  0.09280352]
 [ 0.09864438  0.10857725  0.08417735  0.12196423  0.08602498  0.08821432
   0.10100579  0.09262154  0.10499454  0.11377569]
 [ 0.10183455  0.08950004  0.08048828  0.09818111  0.10883138  0.08508584
   0.0968628   0.11919039  0.10226535  0.11776024]
 [ 0.12263779  0.101498    0.10631941  0.10447443  0.08265289  0.08075224
   0.10340825  0.09290889  0.11240531  0.09294274]
 [ 0.09532183  0.12368608  0.09152233  0.10985009  0.09640609  0.08019373
   0.10528719  0.09496206  0.09659023  0.10618027]
 [ 0.10521855  0.08992687  0.10068943  0.10762227  0.10431343  0.10053615
   0.10313131  0.10009765  0.1018861   0.08657815]
 [ 0.09981965  0.11946487  0.08667139  0.12232476  0.10215934  0.0856936
   0.08686382  0.08000051  0.11310277  0.10389937]
 [ 0.08678459  0.10582925  0.08116252  0.08357651  0.10518061  0.09893162
   0.09261224  0.097794    0.12560396  0.12252472]
 [ 0.1346488   0.07420322  0.09185358  0.09561221  0.09700462  0.09407173
   0.11108487  0.0956839   0.09059429  0.11524272]
 [ 0.11128689  0.09513351  0.09422663  0.11407153  0.08665046  0.07749151
   0.12771586  0.08897512  0.10654245  0.09790608]
 [ 0.0980718   0.10952813  0.08774556  0.08355629  0.11808286  0.09256432
   0.1073935   0.08825755  0.10354172  0.11125833]
 [ 0.09436239  0.10781241  0.10597381  0.09551969  0.09470828  0.09785982
   0.09285822  0.09259029  0.12146483  0.09685027]
 [ 0.11044852  0.10203197  0.0941057   0.10893115  0.09013645  0.09362772
   0.11082696  0.09883963  0.09590931  0.09514258]
 [ 0.1086111   0.09277505  0.09033842  0.08307824  0.11560108  0.09870095
   0.09135933  0.11519805  0.10298024  0.10135759]
 [ 0.12766595  0.11113448  0.09964409  0.10133983  0.09417553  0.07831397
   0.08501844  0.09605675  0.12064007  0.08601096]
 [ 0.10042806  0.1039075   0.09312375  0.1157781   0.08233908  0.09549764
   0.09341419  0.10143876  0.11612941  0.09794346]
 [ 0.10985138  0.09608038  0.08570712  0.12494683  0.10209239  0.0920941
   0.09630392  0.09487402  0.10031372  0.09773623]
 [ 0.09885861  0.10715374  0.08986931  0.10343979  0.10123043  0.08803806
   0.09627017  0.09641349  0.10428772  0.11443881]
 [ 0.09991993  0.09032665  0.08816392  0.09131942  0.11163249  0.10192364
   0.09314843  0.10986068  0.11143395  0.10227089]
 [ 0.10890595  0.10028321  0.09568954  0.11539619  0.10152293  0.09232836
   0.07254928  0.09750313  0.11127149  0.10454997]
 [ 0.11759607  0.09746925  0.1069543   0.10597739  0.09135722  0.08902941
   0.0974141   0.09773169  0.10267764  0.09379289]
 [ 0.10605839  0.09937119  0.09535417  0.09168367  0.08971842  0.10700821
   0.10631514  0.09714446  0.10320754  0.10413886]
 [ 0.1340811   0.07561392  0.10757727  0.09618858  0.09039707  0.08190467
   0.10430797  0.10022376  0.11148468  0.09822099]
 [ 0.09939702  0.08150503  0.08011761  0.12109716  0.102685    0.1042457
   0.09170441  0.0987855   0.12391308  0.09654955]
 [ 0.09485099  0.10261425  0.11804362  0.11628425  0.08911609  0.07442661
   0.10999033  0.09700107  0.11012691  0.08754593]
 [ 0.0960705   0.11045288  0.10619538  0.10533046  0.08593173  0.10333566
   0.07562063  0.09274097  0.12541589  0.09890594]
 [ 0.09078427  0.13681251  0.08827055  0.09645241  0.10260538  0.09281284
   0.10241636  0.09457749  0.10016643  0.09510176]
 [ 0.09476765  0.14936553  0.10899621  0.09439112  0.08316645  0.08954424
   0.10398266  0.07198235  0.10996556  0.09383811]
 [ 0.1247366   0.10242464  0.10186315  0.0889852   0.10923173  0.09413894
   0.0970539   0.0773065   0.10168633  0.10257304]
 [ 0.10605916  0.1208422   0.09501288  0.09956645  0.09990326  0.10467973
   0.07831973  0.09212347  0.09664164  0.10685156]
 [ 0.18185619  0.06370745  0.07995921  0.10056909  0.08656128  0.08356723
   0.09031814  0.09943078  0.09542172  0.11860912]
 [ 0.1063548   0.10059161  0.1058685   0.14409675  0.07398553  0.09439113
   0.09201638  0.08964763  0.10841773  0.08462989]
 [ 0.11550402  0.100734    0.10514501  0.09025238  0.10726497  0.10101672
   0.09352279  0.08615091  0.10822485  0.09218435]
 [ 0.09255378  0.102208    0.09059177  0.09669075  0.10098933  0.101584
   0.10710636  0.09416807  0.10506362  0.10904432]
 [ 0.10456531  0.14237067  0.09268429  0.09717914  0.08397131  0.08795032
   0.09651697  0.09393249  0.10381263  0.09701683]]
INFO:tensorflow:global_step/sec: 161.231
INFO:tensorflow:loss = 2.15594, step = 701
INFO:tensorflow:probabilities = [[ 0.10641624  0.11235283  0.09233154  0.0952532   0.10249458  0.08903952
   0.0841691   0.09499266  0.11415867  0.10879163]
 [ 0.107666    0.10967247  0.09400603  0.08633982  0.10407776  0.10313395
   0.09944133  0.08747917  0.11123423  0.09694926]
 [ 0.11082499  0.08124869  0.0846824   0.11245508  0.08907441  0.10711598
   0.11071892  0.09800997  0.11151213  0.09435737]
 [ 0.10407152  0.07454699  0.08749586  0.08364373  0.11096373  0.09290338
   0.11137299  0.09944364  0.08717713  0.14838094]
 [ 0.14306845  0.08401944  0.10397534  0.09570584  0.08512034  0.07943062
   0.12686075  0.09224696  0.08488978  0.10468247]
 [ 0.11563308  0.09988714  0.10234492  0.07951182  0.11212146  0.09125924
   0.11793596  0.08814623  0.10270828  0.09045194]
 [ 0.13389675  0.08586622  0.0831791   0.14225769  0.08671289  0.07834956
   0.08185405  0.0788357   0.10834138  0.12070673]
 [ 0.10299101  0.13023891  0.11654096  0.10661724  0.0870102   0.0807079
   0.10185631  0.08045451  0.10768195  0.08590107]
 [ 0.10372774  0.11999163  0.08783148  0.10360763  0.11663172  0.0877917
   0.09851786  0.09284081  0.09193199  0.09712746]
 [ 0.11985785  0.09393833  0.11914139  0.09745414  0.08652748  0.07880303
   0.11145743  0.10377129  0.09499077  0.09405825]
 [ 0.10944451  0.08308323  0.1015056   0.10626122  0.11364996  0.08576915
   0.09235524  0.09561262  0.10479363  0.10752479]
 [ 0.10405428  0.09308606  0.09423294  0.08230291  0.12493576  0.08921409
   0.10302971  0.1043802   0.10019559  0.10456832]
 [ 0.0915444   0.09659704  0.09199537  0.08250167  0.12476995  0.09402826
   0.09638084  0.08662057  0.11440346  0.12115844]
 [ 0.12387262  0.09474455  0.11525115  0.09212627  0.10874908  0.08104666
   0.08430918  0.10195081  0.1131207   0.0848289 ]
 [ 0.09021429  0.1368646   0.1031374   0.09975292  0.09055319  0.08138359
   0.08314855  0.10220073  0.10041466  0.11232999]
 [ 0.09887172  0.13183121  0.09469172  0.11007562  0.08057742  0.08094196
   0.08180239  0.10374147  0.11643526  0.10103124]
 [ 0.12929012  0.09739534  0.08443239  0.1023769   0.1047858   0.09064786
   0.07776168  0.10860616  0.10865733  0.09604639]
 [ 0.09468761  0.09935277  0.10246853  0.10289162  0.08700328  0.09645614
   0.1062967   0.09238847  0.11792252  0.10053244]
 [ 0.10385733  0.08581733  0.09549879  0.10148276  0.11776631  0.08921893
   0.09740724  0.10031821  0.09171989  0.11691315]
 [ 0.11825988  0.11099179  0.108786    0.09181055  0.09403579  0.09553968
   0.10444485  0.08269543  0.0999428   0.09349323]
 [ 0.11179423  0.08049408  0.10683537  0.12124545  0.08415039  0.09211681
   0.09426431  0.11097647  0.0995205   0.09860245]
 [ 0.10698421  0.0877524   0.10296507  0.12893786  0.09493773  0.089267
   0.09300424  0.10466263  0.08954886  0.10194004]
 [ 0.09574191  0.112359    0.08946657  0.11468802  0.10328016  0.0915482
   0.0940377   0.09566057  0.10378349  0.09943435]
 [ 0.1128882   0.09844494  0.0881126   0.08457477  0.08021812  0.09858043
   0.11932165  0.1173655   0.09670527  0.10378846]
 [ 0.09257531  0.09642871  0.07901061  0.0990717   0.09645146  0.09394357
   0.09307626  0.12003535  0.10891373  0.12049332]
 [ 0.09574849  0.10169514  0.07444647  0.13707386  0.07278194  0.08476587
   0.0951627   0.11792496  0.11912654  0.10127401]
 [ 0.11069769  0.09959392  0.08430152  0.10580534  0.09800934  0.08437637
   0.09436889  0.08821373  0.12363895  0.11099423]
 [ 0.09801908  0.10533744  0.08807597  0.1153385   0.10394275  0.08081596
   0.10563547  0.10358702  0.10618161  0.09306625]
 [ 0.10186991  0.08050073  0.07442971  0.10712612  0.09617604  0.08765783
   0.08295536  0.12515841  0.11872491  0.12540102]
 [ 0.10758798  0.10545696  0.09107924  0.08584722  0.09954228  0.10402566
   0.08732734  0.11029632  0.09469963  0.11413735]
 [ 0.10160117  0.1118164   0.09646823  0.11528639  0.09114919  0.09918917
   0.11078767  0.0867258   0.09005333  0.09692272]
 [ 0.13027471  0.11197879  0.10304397  0.12635057  0.08981717  0.08624195
   0.08431336  0.08064266  0.08914551  0.09819128]
 [ 0.09438936  0.10942602  0.10015042  0.10251392  0.08577045  0.09240331
   0.10150906  0.12535846  0.10035768  0.08812138]
 [ 0.1013982   0.10966499  0.09615721  0.09155115  0.11802533  0.09535936
   0.09850816  0.08662438  0.1082241   0.09448718]
 [ 0.10359899  0.09294082  0.0901668   0.08087564  0.11054926  0.08932009
   0.09096925  0.11116564  0.13349421  0.09691925]
 [ 0.09470423  0.08196277  0.07646402  0.09807523  0.11064501  0.09640356
   0.08614789  0.1083572   0.10691378  0.14032625]
 [ 0.10983679  0.08681012  0.09007754  0.13046327  0.08201962  0.08623581
   0.08783644  0.10583875  0.12736364  0.09351806]
 [ 0.11428653  0.09166316  0.08008712  0.09451856  0.09993901  0.09694011
   0.10214489  0.10740135  0.10574324  0.10727602]
 [ 0.14023149  0.07926213  0.11263605  0.12452097  0.08109874  0.09360638
   0.08779281  0.09111271  0.08913772  0.100601  ]
 [ 0.09133264  0.09795832  0.08939374  0.10690288  0.11384012  0.092149
   0.09299115  0.09640278  0.11441644  0.10461288]
 [ 0.12506032  0.08847501  0.09778484  0.08946794  0.09700495  0.08897889
   0.11803461  0.09445306  0.11685844  0.08388186]
 [ 0.15723395  0.07707818  0.08259502  0.09696087  0.07124542  0.09752201
   0.09783743  0.07821251  0.13136634  0.10994832]
 [ 0.10080301  0.12485012  0.09205903  0.09604701  0.08759686  0.09665575
   0.09191016  0.10015705  0.10974435  0.10017664]
 [ 0.0932861   0.13835335  0.0887545   0.11460814  0.07497374  0.08207279
   0.10332799  0.09334169  0.11504682  0.09623483]
 [ 0.10249151  0.09642341  0.08512022  0.11420325  0.09305766  0.08910768
   0.10990471  0.09157754  0.10538946  0.11272459]
 [ 0.10630875  0.11776504  0.11390906  0.12875453  0.07650159  0.07238878
   0.08579332  0.09570721  0.11080815  0.09206364]
 [ 0.10047986  0.09399317  0.09224775  0.10319955  0.11467031  0.08117715
   0.08660832  0.13027966  0.09048203  0.10686226]
 [ 0.09631071  0.10956746  0.09190012  0.10011911  0.10136294  0.09505367
   0.09517434  0.10133404  0.09652735  0.1126503 ]
 [ 0.1115303   0.07697518  0.09087587  0.09737013  0.11767449  0.09428702
   0.08988303  0.11937663  0.09343345  0.108594  ]
 [ 0.10508689  0.12138382  0.08550088  0.10441554  0.09356271  0.08034126
   0.10738908  0.09675536  0.10934579  0.0962186 ]
 [ 0.11518182  0.10409964  0.10822745  0.10011039  0.11732426  0.08949233
   0.07444092  0.09008867  0.1013512   0.09968337]
 [ 0.0980519   0.10608678  0.10505205  0.11210689  0.08797296  0.10001442
   0.1009152   0.11069608  0.10613894  0.07296477]
 [ 0.08710299  0.10783671  0.10746275  0.10573651  0.09638359  0.0942978
   0.10274212  0.10177487  0.10586912  0.0907935 ]
 [ 0.12590405  0.07754296  0.08356348  0.09194612  0.10129564  0.07741874
   0.13438328  0.12241771  0.09376433  0.09176366]
 [ 0.08770692  0.11188634  0.09114111  0.10694288  0.10624787  0.09670055
   0.08759103  0.09165236  0.10379749  0.11633342]
 [ 0.12802413  0.08314566  0.09664711  0.11816708  0.08149774  0.08716395
   0.0978667   0.10199439  0.10448379  0.1010094 ]
 [ 0.10222697  0.09057091  0.09128933  0.10799108  0.08412125  0.08630355
   0.09058305  0.12821499  0.10445407  0.11424482]
 [ 0.1087345   0.11380181  0.08952718  0.10001083  0.09936093  0.08450419
   0.08812624  0.09066568  0.12313602  0.10213258]
 [ 0.0959418   0.06924872  0.07801297  0.11548232  0.10724033  0.10847614
   0.09710088  0.1022561   0.10413577  0.12210489]
 [ 0.08819806  0.08907169  0.08331589  0.10514173  0.11881077  0.10071166
   0.08944044  0.10788974  0.10631444  0.11110549]
 [ 0.07953147  0.16086794  0.11000364  0.09748802  0.08703458  0.08963057
   0.10361464  0.08636285  0.09546141  0.09000485]
 [ 0.14118162  0.07148465  0.09775324  0.12961593  0.09634263  0.08825373
   0.0828432   0.09615134  0.10692104  0.08945256]
 [ 0.12881398  0.08957922  0.08060672  0.1058931   0.09045435  0.09955768
   0.09661905  0.09286837  0.11704738  0.09856027]
 [ 0.12366223  0.10647868  0.08054174  0.11520592  0.09024595  0.0858982
   0.09561309  0.09837302  0.10794891  0.09603224]
 [ 0.09821135  0.09518964  0.09751875  0.10312028  0.09414201  0.10189635
   0.08937275  0.10555378  0.1090757   0.10591932]
 [ 0.11768102  0.10598063  0.08877368  0.09797633  0.08650768  0.08689239
   0.12498169  0.09382848  0.11166962  0.08570847]
 [ 0.09387954  0.12220469  0.0864099   0.10036123  0.09547364  0.099101
   0.09723697  0.11246453  0.10809223  0.08477633]
 [ 0.09147832  0.11833573  0.09794673  0.09461922  0.09013018  0.09670821
   0.11444514  0.09933612  0.10845909  0.08854127]
 [ 0.09767655  0.08987134  0.08977189  0.08569113  0.10976666  0.09011701
   0.1022304   0.11929369  0.09926805  0.11631337]
 [ 0.11681591  0.07314327  0.08512039  0.08102265  0.09799545  0.11643405
   0.10058228  0.09318843  0.11631283  0.11938477]
 [ 0.09400895  0.13157541  0.09794617  0.09930885  0.09274132  0.10507958
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 [ 0.10541973  0.08034564  0.0948145   0.09963248  0.09842309  0.07757306
   0.08831877  0.11968926  0.1183352   0.11744824]
 [ 0.0891645   0.10724264  0.09413288  0.09599513  0.09848048  0.09387673
   0.10022634  0.10926432  0.09937392  0.11224311]
 [ 0.11113713  0.09134572  0.08871736  0.09849248  0.09325533  0.08276611
   0.09960417  0.1059784   0.12827805  0.10042526]
 [ 0.10201275  0.08795319  0.07900098  0.09283488  0.11126121  0.09968086
   0.09369882  0.11605046  0.10773464  0.10977221]
 [ 0.11795022  0.07194273  0.09499148  0.12023541  0.09662237  0.08102113
   0.13860072  0.08614564  0.10269669  0.08979362]
 [ 0.10880587  0.11632416  0.09584231  0.11297901  0.08463312  0.09452442
   0.08921009  0.09493158  0.09935231  0.10339711]
 [ 0.11131684  0.10276949  0.10651238  0.12978925  0.09044643  0.08837885
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 [ 0.11100898  0.09020686  0.09454743  0.1005505   0.09613993  0.07848944
   0.12700263  0.10980145  0.10408861  0.08816426]
 [ 0.09895251  0.09610078  0.11137349  0.10855271  0.10484172  0.09980495
   0.08647458  0.08010217  0.12540546  0.08839168]
 [ 0.1088597   0.09109436  0.10836614  0.12022452  0.07727187  0.09884764
   0.07719268  0.09389396  0.10509901  0.1191501 ]
 [ 0.09757713  0.12398169  0.0947176   0.10776077  0.09045996  0.08381105
   0.12192897  0.08737398  0.09436045  0.09802846]
 [ 0.12675975  0.07532743  0.08352602  0.09847558  0.11880516  0.09508062
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 [ 0.15347305  0.12161792  0.08155591  0.11264224  0.07818625  0.08102813
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 [ 0.08627977  0.09980093  0.08511775  0.09306636  0.1094466   0.10165008
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 [ 0.09315044  0.1066369   0.08140808  0.11590666  0.08062863  0.09146549
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 [ 0.11824387  0.09526622  0.09868456  0.11961181  0.09443226  0.09612986
   0.08006535  0.07912281  0.10285375  0.11558957]
 [ 0.09847529  0.09298953  0.10705396  0.11155598  0.08706108  0.09702776
   0.1038034   0.10684478  0.1021329   0.09305535]
 [ 0.10051341  0.09919679  0.07620046  0.10044892  0.1014219   0.09388207
   0.09645969  0.11467116  0.11265316  0.1045524 ]
 [ 0.11803193  0.0913474   0.09670651  0.08064005  0.12039114  0.0880766
   0.12006203  0.09747308  0.09258981  0.09468147]
 [ 0.10821389  0.09744508  0.10258216  0.10995085  0.11809226  0.08639348
   0.10064534  0.09014831  0.10070367  0.08582505]
 [ 0.14692613  0.08331591  0.09934469  0.09544322  0.08764114  0.11204203
   0.07329972  0.08527797  0.11166796  0.10504127]
 [ 0.1231991   0.09512318  0.09663933  0.11139664  0.08336359  0.07944632
   0.09878843  0.10831674  0.11272393  0.09100275]
 [ 0.09643276  0.12964971  0.11749142  0.08206525  0.09956394  0.10685978
   0.09359357  0.0798551   0.10826454  0.0862239 ]
 [ 0.10856688  0.12661466  0.10112024  0.09265593  0.08697955  0.08580875
   0.11633316  0.08586307  0.09705646  0.09900118]
 [ 0.09397685  0.12914664  0.10404107  0.10189175  0.10168079  0.0948654
   0.07817432  0.08156554  0.11885546  0.09580227]
 [ 0.10862797  0.11360113  0.10013609  0.13154185  0.07888     0.09217767
   0.09935334  0.09515455  0.10612308  0.07440437]
 [ 0.10116526  0.10922394  0.09210664  0.12223811  0.0925153   0.07775287
   0.0918985   0.10689021  0.13306837  0.07314071]
 [ 0.10423959  0.0744641   0.07679197  0.1067246   0.09285747  0.08490232
   0.08239507  0.14382648  0.1082916   0.12550679]
 [ 0.09482532  0.13813052  0.09496544  0.10895249  0.08206359  0.10180125
   0.0808374   0.09068465  0.0927876   0.11495174]]
INFO:tensorflow:probabilities = [[ 0.18806574  0.07519977  0.10164478  0.10197496  0.07801177  0.08507872
   0.07673171  0.07345314  0.10113974  0.11869963]
 [ 0.10353892  0.10039471  0.10977069  0.07229887  0.10977498  0.1019714
   0.0985309   0.10663541  0.11316524  0.08391894]
 [ 0.13897732  0.09069226  0.08748031  0.09893586  0.08743364  0.08501159
   0.09271006  0.09938844  0.11448582  0.10488474]
 [ 0.10923621  0.09371237  0.08513477  0.11980937  0.08368463  0.09351069
   0.09039254  0.10035457  0.12497889  0.09918592]
 [ 0.13560227  0.08703747  0.10365454  0.09984306  0.08888006  0.08017907
   0.10391801  0.07662186  0.13033515  0.09392846]
 [ 0.12259749  0.10099769  0.09700975  0.08093913  0.0799095   0.09420644
   0.09340167  0.09577231  0.10675773  0.12840828]
 [ 0.18116328  0.07433256  0.09773417  0.09211627  0.09186662  0.08519781
   0.07753514  0.08362234  0.1245188   0.09191296]
 [ 0.10693161  0.11496551  0.09698021  0.11745992  0.09506014  0.0876991
   0.07793956  0.10341918  0.10217042  0.09737434]
 [ 0.10993223  0.11730168  0.09694815  0.12134176  0.08286688  0.094974
   0.1068129   0.06065771  0.10988188  0.09928288]
 [ 0.10801994  0.11534581  0.09964818  0.09675378  0.09004694  0.08898579
   0.09681371  0.10521597  0.10217342  0.09699645]
 [ 0.08992301  0.09837341  0.08971561  0.12055817  0.10182113  0.09037933
   0.10782806  0.09490844  0.11740354  0.08908927]
 [ 0.12368428  0.09076129  0.09508607  0.09775157  0.10119074  0.09857015
   0.10902319  0.08398528  0.11561407  0.08433346]
 [ 0.18604787  0.07641856  0.09470035  0.09584484  0.08049998  0.07826481
   0.1062729   0.07989134  0.11080888  0.09125042]
 [ 0.14727803  0.10267942  0.10696667  0.09216613  0.08706457  0.08150532
   0.10069873  0.07003483  0.10872196  0.10288435]
 [ 0.10701109  0.0928415   0.11613303  0.11289074  0.07834727  0.09580328
   0.10054628  0.09082104  0.11348355  0.09212217]
 [ 0.11886128  0.08982331  0.09573633  0.14947948  0.08352293  0.08446075
   0.07989613  0.0943298   0.09507964  0.1088103 ]
 [ 0.10308556  0.1410441   0.09979147  0.08654301  0.07166673  0.09945119
   0.08705135  0.10387494  0.11580276  0.09168893]
 [ 0.13224772  0.07328635  0.09522629  0.09047534  0.10025035  0.0844852
   0.09269765  0.0913058   0.11130205  0.1287232 ]
 [ 0.1037054   0.14959788  0.09933646  0.10692082  0.08739747  0.09764586
   0.0837365   0.06663263  0.11520444  0.08982258]
 [ 0.12264955  0.06251864  0.09772259  0.09966522  0.10388496  0.09438966
   0.09434199  0.11011668  0.10951816  0.10519258]
 [ 0.15942141  0.07439253  0.09862396  0.10022119  0.09168584  0.07664527
   0.11721829  0.07501151  0.09358924  0.1131907 ]
 [ 0.09788625  0.11616709  0.07577337  0.09823009  0.09910685  0.11654964
   0.08001164  0.10070783  0.11271168  0.10285565]
 [ 0.20338748  0.0686743   0.07535818  0.12115324  0.0945439   0.08472052
   0.08017047  0.08832678  0.09938132  0.08428385]
 [ 0.10506291  0.09457871  0.08451667  0.12803377  0.09462344  0.10897588
   0.08052149  0.08395733  0.10845304  0.1112768 ]
 [ 0.09334488  0.09672149  0.08130263  0.09334257  0.13619807  0.0768839
   0.10552475  0.09963659  0.11582512  0.10122001]
 [ 0.10772055  0.10974968  0.10716315  0.09544009  0.07522155  0.09425882
   0.09804825  0.09896484  0.1221515   0.09128148]
 [ 0.11317749  0.09392636  0.11588979  0.10734518  0.08839032  0.08579033
   0.10621917  0.06734923  0.11915169  0.1027604 ]
 [ 0.124324    0.07158303  0.09460752  0.10249922  0.08896667  0.09877416
   0.09203915  0.10836268  0.11541797  0.10342551]
 [ 0.09336606  0.09515692  0.08856729  0.09292345  0.114965    0.09267695
   0.10568619  0.10537323  0.10784188  0.103443  ]
 [ 0.11782124  0.09083114  0.07269202  0.12084759  0.10188315  0.09234033
   0.07399239  0.09887125  0.10446662  0.12625431]
 [ 0.13701788  0.07062417  0.08956664  0.11102275  0.09220774  0.09585483
   0.09677235  0.08233592  0.13291322  0.09168451]
 [ 0.09839796  0.11117706  0.09426757  0.11340012  0.07841014  0.09061044
   0.08861064  0.12685998  0.10870611  0.08956002]
 [ 0.08845044  0.13288024  0.08940651  0.08503693  0.10157529  0.08786166
   0.10048937  0.10197946  0.1103911   0.10192885]
 [ 0.11831152  0.08907428  0.08772726  0.10919646  0.07496424  0.09200351
   0.09924436  0.11317579  0.10151075  0.11479182]
 [ 0.12902758  0.06925514  0.08984277  0.11164793  0.09345331  0.07887533
   0.09220149  0.12049448  0.11059786  0.10460407]
 [ 0.14289851  0.06834909  0.10075189  0.10801598  0.08280382  0.08159435
   0.11839313  0.09441911  0.11360738  0.08916668]
 [ 0.11168912  0.10663751  0.10415833  0.11213063  0.09032526  0.10126312
   0.08903211  0.09048995  0.0916466   0.10262733]
 [ 0.20397736  0.06629324  0.09579197  0.1060525   0.06955533  0.08352309
   0.09812303  0.0838305   0.09880371  0.09404933]
 [ 0.12131751  0.08567586  0.08162302  0.08637019  0.12800436  0.0929778
   0.09111636  0.10549842  0.09437275  0.11304376]
 [ 0.11945634  0.1097737   0.08733546  0.12295568  0.07421526  0.11406647
   0.08911579  0.08816866  0.10415141  0.09076131]
 [ 0.0982434   0.13569453  0.09138846  0.09439108  0.10893301  0.09132153
   0.08783774  0.0927572   0.10179584  0.09763718]
 [ 0.10568768  0.0873083   0.09337714  0.09467623  0.12070692  0.09250585
   0.09780631  0.1052068   0.09450855  0.10821617]
 [ 0.10146356  0.08886717  0.09549897  0.09144423  0.1004521   0.09338564
   0.09850828  0.10413351  0.10516483  0.12108164]
 [ 0.09000593  0.14337462  0.092004    0.10933366  0.08587265  0.08666906
   0.07505987  0.11148513  0.10686345  0.09933162]
 [ 0.11499439  0.09521331  0.12039731  0.09747958  0.08738205  0.08484344
   0.13021366  0.08263269  0.11079756  0.07604603]
 [ 0.10229019  0.09775317  0.09348249  0.1269469   0.0947769   0.10458677
   0.0767941   0.10406862  0.08974841  0.10955248]
 [ 0.09325062  0.09240697  0.09477995  0.1060671   0.0786276   0.09558612
   0.09774783  0.11639418  0.11759825  0.10754128]
 [ 0.09277032  0.08781882  0.09110966  0.14243945  0.10775958  0.09219668
   0.09053247  0.09761214  0.09307504  0.10468584]
 [ 0.09415848  0.10400026  0.07643715  0.10838787  0.08189071  0.10134415
   0.09795272  0.10533076  0.11953728  0.11096071]
 [ 0.11930276  0.08975968  0.11575556  0.08005507  0.11219248  0.10165396
   0.11088655  0.07989545  0.10565231  0.08484618]
 [ 0.10097409  0.11934471  0.08009624  0.11407303  0.07981375  0.07880674
   0.10910279  0.09094625  0.11365828  0.11318403]
 [ 0.10543297  0.06846357  0.10441804  0.12715015  0.09870337  0.08315267
   0.10447441  0.1020145   0.10262791  0.10356242]
 [ 0.14038225  0.06445622  0.11091569  0.09371039  0.08285671  0.09585441
   0.08053201  0.11267789  0.12597848  0.09263597]
 [ 0.11346979  0.07524399  0.08018015  0.11573799  0.12757613  0.08914907
   0.10023705  0.08874728  0.1003355   0.10932296]
 [ 0.09253173  0.09227153  0.10684966  0.09272029  0.11416914  0.08677126
   0.11146967  0.09334615  0.11075141  0.09911923]
 [ 0.09080348  0.09295847  0.08253655  0.13180251  0.0877121   0.09514897
   0.09824623  0.10588996  0.10508563  0.1098161 ]
 [ 0.10800909  0.07420523  0.10282757  0.09653386  0.10021354  0.08923223
   0.11081348  0.09160801  0.11252429  0.11403268]
 [ 0.09230207  0.10375122  0.08416631  0.08766896  0.1191863   0.08700736
   0.09595603  0.11120284  0.11472066  0.10403831]
 [ 0.12235366  0.11256371  0.12036028  0.08504122  0.08915188  0.07667869
   0.10836992  0.0818756   0.10698693  0.09661803]
 [ 0.09711229  0.11345819  0.08629086  0.09916425  0.09375159  0.09279707
   0.09890047  0.08712123  0.12748824  0.10391586]
 [ 0.11975245  0.06902819  0.07536013  0.09603029  0.12415922  0.11032543
   0.08414423  0.09657159  0.08644164  0.13818678]
 [ 0.08167033  0.14101274  0.09933949  0.10790756  0.08647558  0.08878155
   0.08440864  0.09752113  0.11679972  0.09608319]
 [ 0.10621628  0.07611313  0.09694421  0.09821662  0.12005945  0.09827373
   0.1163343   0.08264426  0.11055521  0.09464279]
 [ 0.09050827  0.099324    0.08830725  0.10200244  0.09314438  0.09502461
   0.09214174  0.12249071  0.10892337  0.1081332 ]
 [ 0.14839664  0.10364503  0.09717616  0.08675029  0.08200782  0.09054836
   0.11742799  0.08226566  0.0959947   0.09578736]
 [ 0.10688291  0.11799426  0.10206687  0.0993266   0.07976958  0.08744514
   0.09153464  0.09239049  0.12148263  0.1011069 ]
 [ 0.10715021  0.10778535  0.08918418  0.12407884  0.08984798  0.09408052
   0.10064906  0.09757888  0.10065945  0.0889855 ]
 [ 0.09358822  0.08242784  0.0960445   0.10721996  0.10115308  0.09053336
   0.08902542  0.11818232  0.10517409  0.11665109]
 [ 0.11804777  0.09805983  0.10081388  0.08553194  0.09122008  0.09656599
   0.09104551  0.0840543   0.14999875  0.08466191]
 [ 0.12109318  0.091585    0.09643012  0.12626025  0.09282125  0.08106538
   0.09052373  0.12664901  0.08797051  0.08560161]
 [ 0.11855463  0.10210279  0.0829992   0.08749285  0.09191364  0.09382794
   0.09506848  0.09692587  0.12882887  0.10228581]
 [ 0.09317303  0.14592111  0.10236923  0.09882385  0.09007348  0.08968829
   0.09012722  0.09034168  0.10732705  0.0921551 ]
 [ 0.13823368  0.08374107  0.10624731  0.10000541  0.0923716   0.10421634
   0.10319326  0.08722978  0.09572082  0.08904063]
 [ 0.10921566  0.0999851   0.09524901  0.10972439  0.08831602  0.10163781
   0.08887287  0.09736381  0.10104579  0.10858952]
 [ 0.08547131  0.10059433  0.08957987  0.10105877  0.09402116  0.09833244
   0.07286452  0.13134497  0.10711627  0.11961651]
 [ 0.12532309  0.09148754  0.1018942   0.12027667  0.08507521  0.08484735
   0.0952331   0.09104136  0.09832062  0.10650089]
 [ 0.09529669  0.08558672  0.09611367  0.10866404  0.0892164   0.09416884
   0.0908111   0.1137847   0.11194201  0.11441587]
 [ 0.09991141  0.11116242  0.08807048  0.09443039  0.10515285  0.10359226
   0.07821953  0.10999902  0.10464111  0.10482054]
 [ 0.13393141  0.10318744  0.1031127   0.13303763  0.08140025  0.10052668
   0.07926191  0.08521296  0.10178214  0.07854684]
 [ 0.10250527  0.10668661  0.095831    0.10015412  0.11922276  0.09881549
   0.10142772  0.07750259  0.09393293  0.10392146]
 [ 0.10546101  0.08022925  0.0819374   0.09413758  0.10603064  0.10183528
   0.09043586  0.11572216  0.10668532  0.11752559]
 [ 0.09857497  0.10005968  0.10636435  0.13319463  0.09508195  0.09138214
   0.08505651  0.0853504   0.11520544  0.08972984]
 [ 0.13668649  0.07394409  0.09162578  0.09214032  0.11053325  0.09271603
   0.08929587  0.09471229  0.10113848  0.11720742]
 [ 0.09884432  0.06855288  0.09027755  0.09081297  0.1236212   0.09329774
   0.10867442  0.10855062  0.10607865  0.11128959]
 [ 0.12034021  0.10791137  0.10314624  0.1081479   0.07725924  0.07981892
   0.08773748  0.08755396  0.12321759  0.10486706]
 [ 0.08448868  0.09431935  0.07586789  0.10451753  0.10106001  0.10144009
   0.10626099  0.11550596  0.11141093  0.10512855]
 [ 0.09618016  0.06662466  0.09309278  0.10018993  0.09744333  0.08716877
   0.09105819  0.11395903  0.13651852  0.11776463]
 [ 0.09533316  0.10309817  0.07967607  0.12210334  0.07932948  0.10249748
   0.08276773  0.12004362  0.11707151  0.0980795 ]
 [ 0.08886827  0.12180974  0.09919063  0.08664878  0.09808925  0.10699356
   0.10418672  0.08708954  0.1194722   0.08765139]
 [ 0.10888425  0.07926392  0.10306591  0.09101199  0.08912656  0.08817248
   0.12077586  0.10479578  0.1171433   0.09775992]
 [ 0.12848327  0.09467444  0.10978118  0.11122076  0.10258793  0.07798719
   0.11904875  0.07559666  0.09611281  0.08450706]
 [ 0.11153565  0.10740982  0.08553717  0.08367573  0.09142342  0.0912893
   0.09241091  0.12311956  0.10643351  0.10716494]
 [ 0.1041403   0.07993534  0.09206779  0.09238622  0.12724817  0.09382104
   0.08919305  0.10153797  0.10502752  0.11464264]
 [ 0.09453944  0.11860053  0.11100671  0.09367833  0.09235023  0.09843708
   0.11046813  0.08329466  0.11051935  0.08710549]
 [ 0.08267857  0.16975681  0.08597931  0.11030173  0.08123564  0.09885413
   0.10056788  0.0765572   0.10513788  0.08893077]
 [ 0.13519032  0.08166865  0.09792107  0.10020153  0.08216346  0.07598613
   0.11554213  0.10479708  0.10921745  0.09731222]
 [ 0.10585821  0.11513951  0.09899484  0.10548212  0.09031728  0.08960339
   0.08587629  0.10813618  0.10758963  0.09300259]
 [ 0.09986543  0.078692    0.08837294  0.10808643  0.10569204  0.08522991
   0.09422976  0.09973256  0.11137566  0.12872332]
 [ 0.09759776  0.13453442  0.08009195  0.10178379  0.08753977  0.10283412
   0.08283895  0.07862993  0.12681915  0.10733017]
 [ 0.09107041  0.10669244  0.09757218  0.09320933  0.10432408  0.10051085
   0.07378754  0.11060451  0.11984853  0.10238007]]
INFO:tensorflow:global_step/sec: 163.507
INFO:tensorflow:loss = 2.07678, step = 801
INFO:tensorflow:probabilities = [[ 0.10103628  0.09500886  0.08342853  0.10307822  0.09704788  0.09378383
   0.10073755  0.0994055   0.10680582  0.11966746]
 [ 0.10407071  0.1127241   0.09553748  0.13273175  0.08308115  0.09481598
   0.09112121  0.09268276  0.10919258  0.08404221]
 [ 0.11502833  0.06958041  0.07470693  0.09060021  0.11048972  0.09720169
   0.13276018  0.09970072  0.1193971   0.09053469]
 [ 0.11533248  0.10195971  0.09054957  0.10501534  0.07924689  0.10127142
   0.10502852  0.09358659  0.10161239  0.10639709]
 [ 0.1112242   0.11934578  0.09026158  0.11075856  0.09368179  0.08204871
   0.08579282  0.09485204  0.12529747  0.08673709]
 [ 0.11073817  0.09335165  0.09716623  0.11638402  0.07475382  0.09258724
   0.07127856  0.10920801  0.12117749  0.11335485]
 [ 0.12694843  0.0786963   0.0959932   0.10726146  0.10446256  0.08330898
   0.09349977  0.10175563  0.09626709  0.11180653]
 [ 0.10773456  0.0703066   0.09823144  0.11292011  0.08643765  0.08888081
   0.10517195  0.12694089  0.09949648  0.10387952]
 [ 0.09551354  0.14474352  0.08600292  0.0906472   0.09168166  0.08109883
   0.09543967  0.10106582  0.11289168  0.10091515]
 [ 0.09834924  0.0853933   0.0933404   0.10763398  0.09509928  0.08343497
   0.13401827  0.08246499  0.10230504  0.11796063]
 [ 0.08317094  0.09276006  0.08423466  0.08808374  0.12228528  0.08834361
   0.09782191  0.10803624  0.12035608  0.11490753]
 [ 0.10694648  0.0959556   0.08969884  0.09383231  0.07629769  0.10860889
   0.0847439   0.13780481  0.10699578  0.09911569]
 [ 0.07752869  0.17499831  0.09556169  0.08815091  0.08898662  0.09627473
   0.10012356  0.09023888  0.11118508  0.07695164]
 [ 0.10172082  0.1060822   0.07663916  0.13282801  0.06868836  0.09241003
   0.0882215   0.11714264  0.09789328  0.118374  ]
 [ 0.16201739  0.07512833  0.09501411  0.11541089  0.08246113  0.10322457
   0.081187    0.08753488  0.09305467  0.10496698]
 [ 0.09805307  0.12373816  0.10730574  0.09523533  0.08485105  0.1053578
   0.08831485  0.08338969  0.11339232  0.10036201]
 [ 0.08798922  0.11001638  0.09763097  0.10564326  0.09620023  0.08652063
   0.10655105  0.11079489  0.09461566  0.10403765]
 [ 0.0979051   0.0788479   0.0967387   0.11369823  0.09658489  0.10181234
   0.12508866  0.09644415  0.09510677  0.09777325]
 [ 0.08993622  0.14800197  0.116179    0.09465625  0.0879559   0.10634138
   0.07695429  0.09680063  0.09717479  0.08599959]
 [ 0.08897056  0.14423284  0.10502712  0.0883458   0.08740211  0.09575531
   0.08651842  0.0969331   0.11850438  0.0883103 ]
 [ 0.10046098  0.10620388  0.09215859  0.09929657  0.08687559  0.10677414
   0.09286565  0.11408195  0.10320015  0.0980825 ]
 [ 0.13060914  0.07667402  0.08702401  0.12876026  0.08574462  0.07852212
   0.11045856  0.09531847  0.11229973  0.09458908]
 [ 0.08543529  0.13534409  0.1073551   0.10836635  0.08839007  0.07846586
   0.09630004  0.08825434  0.10827793  0.10381088]
 [ 0.11582808  0.09587983  0.09012026  0.10452225  0.08672177  0.11944478
   0.08738624  0.08736929  0.11944068  0.09328689]
 [ 0.10956705  0.08915138  0.1333628   0.08749798  0.12059383  0.08450318
   0.09936462  0.0838621   0.10175058  0.09034651]
 [ 0.11805071  0.06733236  0.08031356  0.09426411  0.12752187  0.08379297
   0.09078432  0.09932114  0.10902436  0.12959462]
 [ 0.09011354  0.10175542  0.091486    0.14908163  0.07289884  0.08540092
   0.08125695  0.11587381  0.09829719  0.11383563]
 [ 0.09487402  0.11201569  0.09403392  0.09528381  0.09317081  0.0859134
   0.09636752  0.11046954  0.09801594  0.11985531]
 [ 0.11190443  0.07454322  0.11670629  0.08546741  0.08903544  0.08910926
   0.12984082  0.10013256  0.11098061  0.09227991]
 [ 0.12959096  0.10105008  0.09470808  0.10653     0.08197364  0.11362714
   0.06239809  0.08853492  0.11820832  0.10337882]
 [ 0.13078506  0.09780264  0.14213243  0.10508727  0.06842251  0.08033451
   0.11121512  0.08601473  0.1073049   0.07090078]
 [ 0.11696541  0.08996712  0.08732636  0.12357274  0.07421397  0.07801481
   0.08121978  0.12757219  0.1143712   0.10677647]
 [ 0.09010524  0.12163591  0.08841009  0.10996481  0.08321764  0.10298911
   0.08623236  0.09791794  0.1097384   0.10978856]
 [ 0.10208826  0.0891526   0.09139506  0.09607159  0.11755294  0.09391364
   0.08565111  0.10520679  0.08897299  0.12999503]
 [ 0.12766464  0.08653136  0.07876531  0.12751605  0.07249049  0.13060887
   0.08435677  0.08116899  0.10554181  0.10535569]
 [ 0.08238394  0.16433601  0.09285099  0.09146969  0.07871537  0.08059106
   0.09863139  0.09819734  0.1121781   0.10064614]
 [ 0.12179816  0.0755193   0.09749864  0.1065929   0.1055512   0.08751927
   0.08776029  0.10550518  0.12226295  0.08999212]
 [ 0.08813594  0.13325045  0.11279707  0.08994145  0.09165283  0.09386614
   0.09535979  0.09436047  0.09769604  0.1029398 ]
 [ 0.09311233  0.12522149  0.08728217  0.10757893  0.09414438  0.09065549
   0.09582505  0.10669124  0.09011807  0.10937086]
 [ 0.1072461   0.08853505  0.10027323  0.15708221  0.06167468  0.10027388
   0.08030882  0.09313599  0.10904247  0.10242766]
 [ 0.14477818  0.11185535  0.09806962  0.09629979  0.08696922  0.07543698
   0.11042054  0.08478586  0.0954354   0.09594899]
 [ 0.10765103  0.12081783  0.09795339  0.10018603  0.09624773  0.09034686
   0.08388153  0.09679403  0.11767396  0.08844751]
 [ 0.14992882  0.05589182  0.0867011   0.10050562  0.07703456  0.1115237
   0.11285464  0.08760479  0.12135709  0.09659779]
 [ 0.08124316  0.15463294  0.10295385  0.10566671  0.08561877  0.08900472
   0.09018227  0.09297507  0.10326725  0.09445524]
 [ 0.09647809  0.1056477   0.07840484  0.0910377   0.10322625  0.08533345
   0.09821263  0.09313221  0.10670502  0.141822  ]
 [ 0.12920921  0.07831057  0.10083337  0.08554769  0.09527782  0.09181535
   0.11235997  0.10172625  0.11642496  0.08849485]
 [ 0.08476496  0.08494668  0.09016392  0.10218108  0.09755123  0.08980887
   0.08892944  0.11219761  0.13775519  0.11170095]
 [ 0.09764037  0.10284615  0.08411753  0.10903288  0.08864639  0.09598885
   0.09271384  0.12144722  0.10614786  0.10141897]
 [ 0.08561139  0.12916712  0.11216273  0.09792634  0.08046331  0.08305988
   0.09711168  0.10800865  0.11628052  0.09020835]
 [ 0.10297828  0.09782245  0.09694412  0.09080816  0.11359852  0.09425495
   0.088411    0.1034887   0.1072612   0.10443266]
 [ 0.11645513  0.08601642  0.08686833  0.10693832  0.09234301  0.09666821
   0.08048627  0.1060815   0.11122523  0.11691753]
 [ 0.09884761  0.07304837  0.07947488  0.09350129  0.10022067  0.0897363
   0.07879316  0.12431318  0.11752968  0.14453492]
 [ 0.08123608  0.11079213  0.09431794  0.13082175  0.0811078   0.10149971
   0.0960337   0.10195227  0.13067761  0.07156098]
 [ 0.08933211  0.07976647  0.1001546   0.07955093  0.12401617  0.08850756
   0.10486658  0.10931225  0.10458474  0.11990878]
 [ 0.08843468  0.1212215   0.0922154   0.11383958  0.08622289  0.09870117
   0.09576317  0.10657701  0.09134702  0.10567751]
 [ 0.11117092  0.0975978   0.09164365  0.12058163  0.09408552  0.09212589
   0.08047551  0.0946795   0.10046446  0.11717504]
 [ 0.08771525  0.09912015  0.08665425  0.12486172  0.07568148  0.09030588
   0.07877307  0.10306662  0.14072366  0.11309783]
 [ 0.12024492  0.10200677  0.09448032  0.1144361   0.08819965  0.08752965
   0.09965941  0.09128824  0.10932539  0.09282956]
 [ 0.12623602  0.07234961  0.09282772  0.09225953  0.09209599  0.08207701
   0.08677427  0.1193147   0.10979518  0.12627007]
 [ 0.15947168  0.06348269  0.09546293  0.10756333  0.09465266  0.08022741
   0.10275198  0.0913915   0.10566103  0.09933479]
 [ 0.08992725  0.09669226  0.08102562  0.09626222  0.10967601  0.09733973
   0.09131026  0.10394818  0.10419126  0.12962717]
 [ 0.10549086  0.0793372   0.09475475  0.09014273  0.10259075  0.10102153
   0.10230599  0.09950428  0.1123147   0.11253721]
 [ 0.0755199   0.11786002  0.10736296  0.103562    0.09040231  0.08278342
   0.07343276  0.12728162  0.111783    0.11001204]
 [ 0.12631163  0.08168548  0.0973376   0.09550037  0.09336244  0.0708238
   0.15216219  0.09069505  0.1009196   0.0912018 ]
 [ 0.10074502  0.07242055  0.08412686  0.08750628  0.12238964  0.08106023
   0.10937001  0.1107469   0.09973465  0.13189989]
 [ 0.1189882   0.10875413  0.09349197  0.14238055  0.08158091  0.07488354
   0.11400162  0.07548727  0.09844236  0.09198942]
 [ 0.09490852  0.07855578  0.08628749  0.08998895  0.12413175  0.09787601
   0.08252931  0.10146403  0.1075322   0.13672583]
 [ 0.12989494  0.09953737  0.08875448  0.12042313  0.07168929  0.07898637
   0.10964224  0.08048311  0.13910961  0.0814795 ]
 [ 0.1056393   0.10152882  0.10375687  0.0904584   0.07348815  0.10501967
   0.10526511  0.07860113  0.12656826  0.10967428]
 [ 0.14377847  0.08616351  0.10387643  0.08394537  0.10567294  0.10863829
   0.09674052  0.07011446  0.10703659  0.0940335 ]
 [ 0.10359335  0.12494975  0.10525985  0.11798581  0.08680567  0.07900098
   0.07310435  0.0831601   0.1413516   0.08478865]
 [ 0.09174434  0.16901529  0.10492972  0.0998483   0.08300121  0.07866128
   0.09223147  0.08529994  0.10134609  0.09392227]
 [ 0.09980393  0.09631458  0.10436014  0.12441771  0.07141246  0.07899214
   0.09171106  0.12645379  0.11323974  0.09329443]
 [ 0.16750327  0.08493438  0.07361306  0.09209073  0.07652888  0.12001797
   0.089377    0.08162442  0.12641564  0.08789463]
 [ 0.11293048  0.09968293  0.10602845  0.13521279  0.06773262  0.10243925
   0.08064967  0.09221429  0.11514483  0.08796477]
 [ 0.08255224  0.08929749  0.08793491  0.13032334  0.08849202  0.09497215
   0.08298449  0.11461917  0.11440558  0.11441863]
 [ 0.10532589  0.11205596  0.09082144  0.09315763  0.0950565   0.07520685
   0.10530519  0.11012472  0.11101285  0.10193295]
 [ 0.0925051   0.08231847  0.08145095  0.09027183  0.10951653  0.08579901
   0.08998873  0.11975102  0.11988045  0.12851797]
 [ 0.15545279  0.07934345  0.09566984  0.1310416   0.07408608  0.09531374
   0.07955131  0.09464317  0.10672489  0.08817317]
 [ 0.10409272  0.07974194  0.08305554  0.10799216  0.08915921  0.10861996
   0.0759005   0.09554956  0.14858866  0.10729983]
 [ 0.09084559  0.14300418  0.09552343  0.10064529  0.09108086  0.09543128
   0.08781181  0.09510864  0.11042107  0.09012787]
 [ 0.1234422   0.11186229  0.13636313  0.09158906  0.08405615  0.09673236
   0.08832927  0.07697397  0.10007485  0.09057669]
 [ 0.09322764  0.15345471  0.09868093  0.10465708  0.08653713  0.08374979
   0.09385108  0.09567668  0.08923563  0.10092933]
 [ 0.08228661  0.17303659  0.10166793  0.09125368  0.07822672  0.09203387
   0.07611589  0.09184877  0.10987352  0.10365654]
 [ 0.11404707  0.09344884  0.0934979   0.10887148  0.08798507  0.09311479
   0.10960861  0.08639679  0.09953176  0.11349769]
 [ 0.13359469  0.09010265  0.08604317  0.09979632  0.09579939  0.07302893
   0.08677398  0.10118269  0.1279728   0.1057054 ]
 [ 0.09868379  0.09044386  0.08180625  0.09451161  0.13417192  0.08595756
   0.09048475  0.09719372  0.11314714  0.11359945]
 [ 0.09180779  0.07574174  0.08117861  0.11166946  0.0945791   0.07984395
   0.0777905   0.13262558  0.1098082   0.14495511]
 [ 0.10931137  0.0878523   0.08043564  0.10329062  0.10197206  0.10684378
   0.11049674  0.10728268  0.09297925  0.09953552]
 [ 0.16174711  0.06540287  0.09950457  0.09764702  0.0848464   0.07050134
   0.12888023  0.10743693  0.08471008  0.09932339]
 [ 0.11390559  0.08734073  0.08327031  0.08204883  0.10884415  0.08904873
   0.08090938  0.1056278   0.11802258  0.13098186]
 [ 0.17116737  0.06724639  0.10566581  0.10725192  0.08858359  0.08190657
   0.11474642  0.08845676  0.08739144  0.08758379]
 [ 0.11038087  0.08486656  0.09335837  0.08388274  0.10480672  0.08812992
   0.12860872  0.10318556  0.10144777  0.10133284]
 [ 0.10747352  0.09281226  0.09978329  0.13847961  0.07542111  0.08524446
   0.09379613  0.09907116  0.10440027  0.10351822]
 [ 0.10689019  0.08409326  0.13786379  0.11588519  0.08751474  0.0768199
   0.09315856  0.08461054  0.11687879  0.09628506]
 [ 0.09491257  0.13482815  0.09588218  0.09736031  0.08658953  0.09486569
   0.10243486  0.08613396  0.11351768  0.09347513]
 [ 0.08981858  0.07714427  0.08217214  0.09693851  0.10910366  0.100185
   0.10423964  0.1032642   0.09925511  0.13787887]
 [ 0.09082828  0.10147729  0.09150801  0.09090067  0.0825007   0.08923741
   0.09214111  0.13331525  0.10284216  0.12524909]
 [ 0.09781624  0.09103375  0.0842772   0.11331005  0.09823314  0.09300251
   0.10077921  0.10282594  0.08418265  0.13453932]
 [ 0.10473733  0.09867289  0.10045008  0.10688093  0.09133841  0.09539053
   0.1071754   0.08210149  0.11094297  0.10230992]]
INFO:tensorflow:probabilities = [[ 0.11714198  0.09032782  0.09662873  0.13122889  0.08463233  0.10517885
   0.07757137  0.08902924  0.10746995  0.10079076]
 [ 0.11614201  0.0585838   0.08974455  0.10754297  0.07949635  0.11387144
   0.05922072  0.11604708  0.10764361  0.15170743]
 [ 0.11427952  0.07104771  0.11146735  0.12274288  0.0867438   0.08480985
   0.10539471  0.11516805  0.11039573  0.07795037]
 [ 0.09956603  0.09016393  0.08581655  0.16531956  0.08096498  0.08347116
   0.0896347   0.10391539  0.09016469  0.11098296]
 [ 0.12288652  0.10765067  0.09728447  0.15608551  0.08582284  0.0896219
   0.08502414  0.06379262  0.09700041  0.09483095]
 [ 0.10527023  0.13257428  0.11680661  0.0983378   0.07788299  0.09192798
   0.08923672  0.09087731  0.10154656  0.0955395 ]
 [ 0.12506607  0.06833115  0.09016629  0.10272463  0.11412317  0.09252775
   0.11481894  0.09254978  0.10449333  0.09519888]
 [ 0.10691731  0.12615637  0.13401414  0.09957653  0.09413841  0.08021744
   0.10615247  0.07846831  0.10466275  0.06969632]
 [ 0.22465758  0.05378206  0.07732235  0.11626516  0.08894718  0.07697155
   0.09824345  0.07819036  0.0774303   0.10818996]
 [ 0.10806515  0.10695858  0.09539613  0.09421714  0.09533224  0.09425761
   0.13510175  0.07999046  0.09435256  0.0963283 ]
 [ 0.08921396  0.0999134   0.0851303   0.13287295  0.08839366  0.08393747
   0.09982508  0.10302905  0.12271366  0.09497038]
 [ 0.08541983  0.1384832   0.08977928  0.10492609  0.09790086  0.10830234
   0.08778216  0.08922487  0.1125048   0.08567656]
 [ 0.10648883  0.09888213  0.09515615  0.11680675  0.09727173  0.0878826
   0.08794752  0.10417441  0.09818605  0.10720393]
 [ 0.10870594  0.09537039  0.11477739  0.08279646  0.11329777  0.09159618
   0.09607508  0.09663853  0.10946082  0.09128143]
 [ 0.0903837   0.09392641  0.08602958  0.1330393   0.08423556  0.08366729
   0.09439339  0.113785    0.1196303   0.10090935]
 [ 0.11491492  0.0772403   0.09902893  0.09938268  0.10813731  0.08635505
   0.08920367  0.12517764  0.10441437  0.09614514]
 [ 0.0914856   0.10477354  0.12010689  0.11491527  0.07312631  0.08161263
   0.09342146  0.10229298  0.14225847  0.07600681]
 [ 0.10454752  0.12599602  0.08399133  0.10259751  0.06720842  0.09928142
   0.09178227  0.10303354  0.11915672  0.10240518]
 [ 0.1134556   0.08788761  0.08887913  0.06986437  0.11966213  0.05950184
   0.13823825  0.11238559  0.11544789  0.09467758]
 [ 0.12104573  0.06735136  0.09422075  0.08347399  0.09431198  0.07722957
   0.15338266  0.10901536  0.11968128  0.08028732]
 [ 0.07458961  0.10261024  0.11237282  0.13704978  0.10227902  0.06998052
   0.14176886  0.08516477  0.08426578  0.08991855]
 [ 0.10192018  0.09040105  0.09550748  0.1010429   0.08835561  0.09479967
   0.09212766  0.11255427  0.11317759  0.11011357]
 [ 0.11272529  0.10028876  0.09482872  0.10386384  0.07780617  0.07856057
   0.09800008  0.12905096  0.10681299  0.09806257]
 [ 0.19074126  0.07806835  0.09030362  0.10730131  0.08975059  0.08164745
   0.06619313  0.09036333  0.11955323  0.08607773]
 [ 0.09035721  0.12186188  0.12990499  0.1016961   0.0995274   0.08441927
   0.08530674  0.08653345  0.12165257  0.07874044]
 [ 0.13249728  0.06866533  0.09077614  0.09918769  0.09650575  0.09295127
   0.09828779  0.0821086   0.09228417  0.146736  ]
 [ 0.08012683  0.08769365  0.09294301  0.11391092  0.08765692  0.11271878
   0.07278255  0.16037908  0.0932962   0.09849203]
 [ 0.10528142  0.1062381   0.08634523  0.11963651  0.0685804   0.07994305
   0.0914325   0.110091    0.13503186  0.09741993]
 [ 0.07834456  0.16257313  0.1102132   0.0988296   0.09426085  0.08641905
   0.07442456  0.08271766  0.11153173  0.1006856 ]
 [ 0.0863694   0.10047522  0.08914124  0.09901543  0.09051254  0.09714774
   0.07461318  0.12270954  0.11303058  0.12698516]
 [ 0.11621775  0.08689843  0.09544302  0.09675021  0.09044002  0.07946928
   0.12235056  0.12209556  0.09676647  0.09356865]
 [ 0.12142875  0.0824311   0.11269341  0.11022671  0.08566371  0.08911348
   0.1001518   0.08181104  0.0940516   0.12242839]
 [ 0.11697347  0.09824633  0.09267297  0.09507673  0.08994097  0.10689798
   0.0792995   0.12957519  0.09123343  0.10008338]
 [ 0.10712695  0.08414992  0.08455484  0.11236515  0.08613485  0.09528954
   0.06993922  0.14869018  0.08446328  0.12728605]
 [ 0.08159851  0.14998063  0.11696831  0.08628584  0.09754373  0.09549783
   0.08110687  0.09243907  0.10486059  0.09371856]
 [ 0.140233    0.07270233  0.08074347  0.11110052  0.08309066  0.10508626
   0.09686605  0.09606466  0.09426897  0.11984412]
 [ 0.1210374   0.07182423  0.08409208  0.08080876  0.1294014   0.06081571
   0.0820571   0.12283798  0.09222732  0.154898  ]
 [ 0.11335608  0.07348104  0.09185077  0.09488829  0.088295    0.09168943
   0.15634656  0.10006268  0.10347901  0.08655114]
 [ 0.18128681  0.05806318  0.09126399  0.09876284  0.07659835  0.05993929
   0.11725482  0.1239839   0.09036887  0.10247798]
 [ 0.08938862  0.0809253   0.10620427  0.07963259  0.12113349  0.07888769
   0.10452478  0.09408907  0.10060056  0.14461359]
 [ 0.1222367   0.08993442  0.07884084  0.10574749  0.09876735  0.09867623
   0.09348879  0.11522872  0.10350432  0.09357513]
 [ 0.11381382  0.06840811  0.11150062  0.1102004   0.09193302  0.0854885
   0.10252747  0.11312293  0.09552616  0.10747892]
 [ 0.09315815  0.12341268  0.10462543  0.10101957  0.11077059  0.09594867
   0.0954723   0.07416526  0.11849642  0.08293097]
 [ 0.10530096  0.13512644  0.08112457  0.09326321  0.07529299  0.10624226
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 [ 0.08667727  0.15271214  0.10642084  0.10204864  0.09939995  0.08242639
   0.09065484  0.08591722  0.09198894  0.10175374]
 [ 0.14321531  0.06668013  0.11058174  0.08925806  0.094588    0.10309917
   0.07628018  0.07989518  0.11203624  0.1243661 ]
 [ 0.10444733  0.09476916  0.08203616  0.10603695  0.11279953  0.10608095
   0.08380155  0.08897272  0.11856853  0.10248714]
 [ 0.15759555  0.07822673  0.12881234  0.09688842  0.09479839  0.07881079
   0.12770021  0.07361969  0.08877227  0.07477568]
 [ 0.08674948  0.10402112  0.11594214  0.11241959  0.08845097  0.07476045
   0.09837458  0.10705369  0.12045871  0.0917693 ]
 [ 0.10082094  0.16607513  0.08174946  0.10998361  0.08417568  0.09291203
   0.08774035  0.08613469  0.09622963  0.09417842]
 [ 0.13069071  0.09280903  0.08557362  0.11249124  0.0937451   0.10060496
   0.09328082  0.08703674  0.10333483  0.10043286]
 [ 0.09033882  0.06763295  0.07528628  0.11065865  0.11238319  0.10690922
   0.10265331  0.10806085  0.11133067  0.11474615]
 [ 0.11025495  0.08038545  0.08902292  0.09304424  0.09575537  0.09545302
   0.07544422  0.11345582  0.10198975  0.14519428]
 [ 0.14260504  0.05655987  0.08704037  0.0919176   0.10044624  0.08323385
   0.1552022   0.10783098  0.09907634  0.07608752]
 [ 0.14790161  0.05564963  0.09007819  0.10848676  0.07459423  0.08217403
   0.12665236  0.0943663   0.13228121  0.08781561]
 [ 0.08489543  0.10586764  0.11116171  0.11650804  0.0799428   0.09315041
   0.08854958  0.10696433  0.12911883  0.0838412 ]
 [ 0.1220363   0.09116878  0.09268666  0.08382744  0.08186913  0.07553661
   0.09490834  0.15152307  0.09321191  0.11323174]
 [ 0.08419118  0.20088488  0.10167997  0.08573957  0.07532513  0.07747892
   0.09008635  0.07941333  0.10766979  0.09753092]
 [ 0.13134027  0.07905558  0.09008809  0.10743497  0.08430924  0.11438403
   0.06105179  0.10380804  0.10071388  0.12781416]
 [ 0.07863042  0.13159344  0.10401112  0.08975675  0.09303395  0.10424874
   0.07938146  0.10280178  0.1290952   0.0874472 ]
 [ 0.10249367  0.09522936  0.08052322  0.10135863  0.10552926  0.08937833
   0.09786136  0.11057942  0.09999581  0.11705101]
 [ 0.09012567  0.09760634  0.11445494  0.09773357  0.08884036  0.10435589
   0.08031856  0.09345269  0.12876852  0.10434344]
 [ 0.08747989  0.14254607  0.09283364  0.11712105  0.09768317  0.0862166
   0.08117846  0.10391827  0.0883472   0.10267571]
 [ 0.10315928  0.07515818  0.07855763  0.09147559  0.1159292   0.08073289
   0.0906305   0.13659887  0.11845005  0.10930777]
 [ 0.11193921  0.07534059  0.10213233  0.13238992  0.09584726  0.06627632
   0.11966534  0.09583881  0.09804001  0.10253011]
 [ 0.07365542  0.10311338  0.08438958  0.09838848  0.09837949  0.09132127
   0.10828079  0.12134966  0.11136768  0.10975423]
 [ 0.09094543  0.09434334  0.08496218  0.10553169  0.07327376  0.09563211
   0.08771513  0.14572613  0.1053511   0.11651911]
 [ 0.10024855  0.07823466  0.07519373  0.08219151  0.12911673  0.08936682
   0.09663062  0.11126497  0.09557878  0.14217357]
 [ 0.19774786  0.05469285  0.06769472  0.11984798  0.09880815  0.0922339
   0.10104064  0.0883848   0.09827701  0.08127202]
 [ 0.0860639   0.09574981  0.08537492  0.13310993  0.09667026  0.10598476
   0.08026677  0.08898385  0.10923626  0.11855961]
 [ 0.09483449  0.11919361  0.10026765  0.09053392  0.10593589  0.08736167
   0.0910695   0.09047309  0.11109076  0.10923946]
 [ 0.08857084  0.09580796  0.11712146  0.13311324  0.10375193  0.09233708
   0.08808214  0.10313506  0.0976878   0.08039245]
 [ 0.08544229  0.14351577  0.09803754  0.10489248  0.09010569  0.0888977
   0.0948466   0.10776459  0.09338106  0.09311631]
 [ 0.14125204  0.07065386  0.08767487  0.09659096  0.09183628  0.07583317
   0.1363804   0.08883552  0.11954635  0.09139666]
 [ 0.09882668  0.10604975  0.09847727  0.08548764  0.08563025  0.08671832
   0.12953252  0.10939228  0.0960535   0.10383186]
 [ 0.21143146  0.06789093  0.10684086  0.11334429  0.05794547  0.08497732
   0.07650669  0.06577253  0.13741742  0.07787301]
 [ 0.13211422  0.08728532  0.0855903   0.09499627  0.06948768  0.08020344
   0.07864     0.14928164  0.11636212  0.10603903]
 [ 0.10088467  0.0868581   0.10205818  0.09706923  0.12092412  0.08287786
   0.09638802  0.08880962  0.1123473   0.11178282]
 [ 0.14154051  0.0495974   0.10007294  0.13013235  0.11089975  0.08560803
   0.09850517  0.1012014   0.08708658  0.09535576]
 [ 0.12566896  0.07427602  0.10372984  0.13627297  0.07950723  0.07155432
   0.09074814  0.10031372  0.11801775  0.099911  ]
 [ 0.10918867  0.10166751  0.11037967  0.10531474  0.08407257  0.0886258
   0.09177358  0.09442398  0.1306725   0.08388111]
 [ 0.1065642   0.10232034  0.11159667  0.09807228  0.10713463  0.09107639
   0.09929816  0.08960781  0.10781135  0.08651809]
 [ 0.15035421  0.05216582  0.12240329  0.10734303  0.0686385   0.08720239
   0.12383462  0.10506883  0.10791194  0.07507735]
 [ 0.13578998  0.05432043  0.0841938   0.07328767  0.1045591   0.114166
   0.07864399  0.13939919  0.09581455  0.11982533]
 [ 0.1573382   0.0793492   0.08247571  0.09079824  0.0962714   0.09231516
   0.13223858  0.07805641  0.11119583  0.07996128]
 [ 0.10906707  0.06397143  0.08981844  0.10335065  0.1159856   0.09166223
   0.11159764  0.10562442  0.11951672  0.08940582]
 [ 0.10721224  0.09762727  0.09514883  0.0805506   0.1077797   0.09179206
   0.12946562  0.08674457  0.11924163  0.08443751]
 [ 0.08288907  0.10791453  0.09220468  0.10501222  0.08396419  0.09791616
   0.08659381  0.11776669  0.1123537   0.113385  ]
 [ 0.15788326  0.09579083  0.12755723  0.09986768  0.0890022   0.08761016
   0.07962155  0.07309649  0.10204674  0.08752377]
 [ 0.0884688   0.09293074  0.07009669  0.10035925  0.10268928  0.09301548
   0.09624427  0.10548322  0.13288544  0.11782684]
 [ 0.10110117  0.08315542  0.09049449  0.10327767  0.11424799  0.10282929
   0.10169303  0.11712261  0.09833751  0.08774082]
 [ 0.13752922  0.08638764  0.09098491  0.10448311  0.09843457  0.10994643
   0.07708425  0.0863804   0.09814452  0.11062497]
 [ 0.13798313  0.06272358  0.09900407  0.10644234  0.08425998  0.08221058
   0.11317151  0.10010064  0.10766373  0.10644033]
 [ 0.12028607  0.08260319  0.10805793  0.09721676  0.09850913  0.10968724
   0.07201872  0.08903028  0.10498905  0.11760157]
 [ 0.10478476  0.09926987  0.09549238  0.11407737  0.08411332  0.07128258
   0.10875493  0.1036652   0.1258492   0.09271039]
 [ 0.10072137  0.06732792  0.08540758  0.09730932  0.1140418   0.08308541
   0.10121316  0.10344675  0.10726926  0.14017747]
 [ 0.0911759   0.12460487  0.07665887  0.12066983  0.07524721  0.08087851
   0.08871275  0.12580667  0.11322985  0.10301548]
 [ 0.1110122   0.06416912  0.07054453  0.08467577  0.10838035  0.1050564
   0.09067169  0.14302868  0.09848858  0.12397264]
 [ 0.09300087  0.09967119  0.13316701  0.09746142  0.10078034  0.10534171
   0.09100485  0.07353012  0.11252684  0.09351572]
 [ 0.07572611  0.16014266  0.11351468  0.10048725  0.09038613  0.09029493
   0.09787631  0.07484931  0.12200546  0.07471723]]
INFO:tensorflow:global_step/sec: 160.091
INFO:tensorflow:loss = 2.03774, step = 901
INFO:tensorflow:probabilities = [[ 0.11383443  0.07788653  0.10364343  0.11095392  0.07034177  0.13353148
   0.06991613  0.0946035   0.09675818  0.1285307 ]
 [ 0.08420169  0.12014911  0.09251508  0.08647033  0.10766678  0.07824413
   0.11578128  0.09309366  0.10298758  0.11889032]
 [ 0.09863485  0.09154114  0.10550594  0.08839353  0.11763413  0.09152804
   0.09947517  0.1040192   0.09765813  0.10560984]
 [ 0.1042982   0.07198182  0.09827727  0.09448688  0.12111876  0.07340651
   0.12437118  0.10832559  0.08818186  0.11555199]
 [ 0.17565644  0.03986847  0.11006042  0.11712001  0.0587185   0.08859742
   0.09444248  0.09521473  0.09941678  0.12090481]
 [ 0.21500766  0.05625832  0.07833521  0.09759364  0.07540081  0.08787503
   0.0924368   0.10024512  0.10584068  0.09100672]
 [ 0.1063804   0.06706377  0.10310916  0.06751353  0.12519203  0.06947905
   0.12834355  0.11138082  0.11062114  0.11091653]
 [ 0.10852381  0.06151737  0.06939928  0.10558023  0.09984048  0.09953476
   0.09029935  0.09519624  0.12947999  0.14062856]
 [ 0.13519442  0.09281102  0.09211461  0.08903944  0.08876538  0.09658745
   0.10438522  0.09188816  0.12033325  0.088881  ]
 [ 0.13457404  0.0831886   0.12454631  0.0990587   0.08031141  0.08647885
   0.1385691   0.07342487  0.1107026   0.06914555]
 [ 0.14414114  0.08193374  0.13875565  0.10976277  0.06972805  0.07118639
   0.14771612  0.07862983  0.07729584  0.08085046]
 [ 0.13554862  0.06612117  0.08933814  0.09938166  0.11317307  0.09160993
   0.11581929  0.10697909  0.08432821  0.0977008 ]
 [ 0.10417147  0.09783798  0.07934524  0.07624997  0.14376535  0.08712231
   0.09400161  0.10122141  0.09684274  0.11944181]
 [ 0.19064474  0.06566137  0.11483513  0.08644322  0.06207038  0.09867717
   0.11331138  0.07951077  0.10294362  0.08590229]
 [ 0.19761874  0.08256584  0.0939483   0.08996735  0.10289377  0.09287865
   0.0912902   0.06588598  0.09537049  0.08758076]
 [ 0.09422589  0.07443944  0.08599029  0.07013088  0.07768134  0.08027647
   0.08919757  0.17364788  0.12754579  0.12686448]
 [ 0.24937835  0.05506149  0.10508397  0.0826152   0.07494289  0.06673034
   0.08981269  0.10257887  0.09630074  0.0774955 ]
 [ 0.08891971  0.12451665  0.11229605  0.10845219  0.09378645  0.09983338
   0.09331304  0.08125272  0.10417467  0.09345514]
 [ 0.09725644  0.15301095  0.08500874  0.11462989  0.08432263  0.07602246
   0.09583271  0.09284841  0.11229143  0.08877628]
 [ 0.10103353  0.0848283   0.0863828   0.08935762  0.10339765  0.09637333
   0.09390254  0.11717159  0.11046367  0.11708901]
 [ 0.08047448  0.16097592  0.10726114  0.09623129  0.09495204  0.07381032
   0.09014778  0.08885136  0.09998032  0.1073154 ]
 [ 0.11610222  0.05760033  0.10256708  0.07899386  0.1403155   0.07184034
   0.13563673  0.10858609  0.07929228  0.10906554]
 [ 0.12052911  0.08604755  0.10699929  0.09623696  0.08668609  0.10522464
   0.08860818  0.09566642  0.12043644  0.09356525]
 [ 0.11188494  0.10097334  0.09087601  0.09007332  0.0911963   0.08026831
   0.08964795  0.12581283  0.10744723  0.11181974]
 [ 0.11884298  0.07081762  0.09025955  0.1014139   0.08391619  0.0592207
   0.19725424  0.08614992  0.09712844  0.09499658]
 [ 0.10827354  0.11357786  0.09578883  0.09778974  0.10049186  0.07955124
   0.09990527  0.09776665  0.11334116  0.09351389]
 [ 0.17956558  0.10226986  0.10326152  0.09462269  0.07415831  0.08020245
   0.10403487  0.07300828  0.10550638  0.08336999]
 [ 0.10697129  0.07858365  0.09013695  0.13201717  0.09799857  0.10842134
   0.07534018  0.08510884  0.12973927  0.09568274]
 [ 0.09225872  0.14873585  0.10744237  0.10445651  0.0958722   0.07870053
   0.08467877  0.09216256  0.10003926  0.09565327]
 [ 0.11955692  0.06913714  0.11872087  0.09760315  0.10663853  0.07905246
   0.09000939  0.12144581  0.08558556  0.11225022]
 [ 0.11142018  0.09256698  0.11457509  0.1190294   0.10803229  0.07228134
   0.07792579  0.06769592  0.13880408  0.09766892]
 [ 0.10755431  0.10728946  0.10351771  0.0882742   0.10630779  0.08839877
   0.10717257  0.0864192   0.1063557   0.09871022]
 [ 0.11110256  0.08734574  0.08894026  0.08022001  0.10479362  0.09102449
   0.1016697   0.1170113   0.09857024  0.11932202]
 [ 0.10080224  0.09270196  0.10029168  0.12926519  0.07099801  0.07974183
   0.12047203  0.10345027  0.08942894  0.1128478 ]
 [ 0.0971946   0.07872912  0.10994575  0.08376557  0.10303469  0.08553974
   0.10294089  0.10379197  0.10979941  0.12525833]
 [ 0.0973241   0.13768137  0.11029228  0.09650744  0.10335683  0.09091632
   0.06808615  0.08496288  0.11899427  0.09187835]
 [ 0.23271744  0.0503888   0.1031912   0.1057949   0.07753243  0.07378473
   0.08126023  0.09714334  0.08549806  0.09268895]
 [ 0.09456103  0.1223136   0.09410708  0.10647882  0.08448198  0.09076702
   0.10326495  0.10670278  0.10946418  0.08785849]
 [ 0.1169115   0.06955572  0.08220098  0.14589961  0.08348385  0.10215289
   0.07555682  0.10659808  0.12826811  0.08937243]
 [ 0.09466662  0.10335924  0.09499177  0.09090488  0.09260651  0.06548128
   0.18002556  0.09004873  0.10728168  0.08063367]
 [ 0.16138504  0.08833041  0.10115504  0.11107563  0.06573524  0.0898086
   0.07724646  0.07182759  0.12697361  0.10646249]
 [ 0.16130595  0.07834096  0.07276493  0.0992515   0.08521157  0.12495319
   0.08369347  0.07483287  0.11863854  0.10100707]
 [ 0.08062959  0.14770998  0.09438486  0.10857186  0.08908379  0.09292351
   0.08956323  0.09548519  0.10975081  0.09189726]
 [ 0.12248868  0.0851457   0.1069634   0.12586051  0.07028978  0.07977262
   0.16098672  0.07704177  0.08249615  0.08895463]
 [ 0.08994332  0.09822775  0.09302597  0.08432594  0.10830662  0.1015131
   0.08734149  0.09731309  0.11351501  0.12648773]
 [ 0.1041487   0.07949176  0.08784719  0.12362818  0.08966876  0.08652888
   0.10460461  0.09298583  0.11151791  0.11957818]
 [ 0.10075208  0.08581305  0.13227016  0.08365327  0.10485982  0.08342716
   0.11126453  0.09941694  0.10769471  0.09084825]
 [ 0.1130455   0.04275741  0.08256502  0.10091409  0.13089518  0.08512351
   0.12025154  0.10846592  0.11204977  0.10393202]
 [ 0.08690891  0.09088474  0.07829203  0.07635047  0.12267589  0.08704061
   0.09670632  0.13534047  0.09250109  0.13329953]
 [ 0.12239817  0.06285438  0.1043851   0.0776673   0.1006434   0.07373504
   0.13380098  0.11996474  0.10329694  0.10125394]
 [ 0.16249825  0.06957661  0.08481816  0.11601042  0.08478013  0.09123623
   0.11298479  0.07550297  0.10466824  0.0979242 ]
 [ 0.08640377  0.09193302  0.08451348  0.10234709  0.09307639  0.08439511
   0.08694034  0.13665465  0.10526052  0.12847567]
 [ 0.09696107  0.12560594  0.0974959   0.1199284   0.09183118  0.07400382
   0.08983745  0.10736087  0.08720036  0.10977504]
 [ 0.1231548   0.05943133  0.11979786  0.07863731  0.13561806  0.06302959
   0.10161721  0.09348632  0.09908771  0.12613983]
 [ 0.19934738  0.04716432  0.09492703  0.10773379  0.07768566  0.08196892
   0.11195529  0.09484622  0.09006948  0.09430185]
 [ 0.10681838  0.08484954  0.07529309  0.12668888  0.10910632  0.08829668
   0.10396063  0.09360498  0.09873672  0.11264476]
 [ 0.11607313  0.08722623  0.08602591  0.10397892  0.0974255   0.08850964
   0.07341199  0.11720843  0.11596623  0.11417402]
 [ 0.10691378  0.09125198  0.1019519   0.09209218  0.10494647  0.09325512
   0.11451299  0.08359007  0.11314455  0.09834087]
 [ 0.10937505  0.07851674  0.1161637   0.09150174  0.09293548  0.08621623
   0.10728953  0.09374452  0.12373883  0.10051816]
 [ 0.12668657  0.08454812  0.09968982  0.12651543  0.09421075  0.08619049
   0.07636781  0.08028788  0.11763201  0.10787116]
 [ 0.12796205  0.06677037  0.09374294  0.09427895  0.10610619  0.06813488
   0.15163714  0.0661228   0.13149796  0.09374667]
 [ 0.11299414  0.09267721  0.09628215  0.10898775  0.08186236  0.1066841
   0.1116069   0.08514698  0.10267092  0.10108748]
 [ 0.0778357   0.09871764  0.0801518   0.10985069  0.07256902  0.09358077
   0.07878627  0.14916524  0.12785067  0.11149219]
 [ 0.12098353  0.07536136  0.13448226  0.10633315  0.07715108  0.10711492
   0.09816311  0.06976315  0.09690495  0.1137425 ]
 [ 0.08699305  0.16132016  0.10699015  0.09232346  0.08768395  0.09260434
   0.08035619  0.09270641  0.12665832  0.07236394]
 [ 0.10933051  0.08953023  0.08759982  0.09626316  0.11053092  0.09682883
   0.08258841  0.10515927  0.11294424  0.1092246 ]
 [ 0.12869874  0.06095232  0.07228412  0.08600463  0.12674552  0.10754579
   0.08947361  0.10806313  0.11071057  0.10952149]
 [ 0.07504696  0.13568017  0.11973749  0.12479864  0.08173756  0.07853903
   0.09595183  0.09431107  0.12489074  0.06930642]
 [ 0.16109477  0.07361186  0.08875711  0.10192849  0.07095665  0.07658246
   0.1180982   0.10656352  0.1174783   0.0849287 ]
 [ 0.08745011  0.09059396  0.08200987  0.09058692  0.11161736  0.08919442
   0.09093665  0.10287701  0.11456131  0.14017236]
 [ 0.09777128  0.07377342  0.08995506  0.12955078  0.10012089  0.11333324
   0.08853803  0.08701915  0.10089921  0.11903886]
 [ 0.10467927  0.09258141  0.15218699  0.1064363   0.09873314  0.07643425
   0.111321    0.07502742  0.10118771  0.08141252]
 [ 0.08937672  0.07400683  0.0880596   0.11198109  0.11753555  0.09490109
   0.09174168  0.10153054  0.09324457  0.13762228]
 [ 0.1421673   0.10222736  0.11031588  0.08806505  0.08260717  0.07809261
   0.07118359  0.09266984  0.11671093  0.11596031]
 [ 0.08538326  0.15564843  0.1077939   0.09233349  0.08046075  0.09123985
   0.0937748   0.08564413  0.12073055  0.08699085]
 [ 0.15627462  0.07272337  0.10813265  0.0772159   0.07978155  0.06321014
   0.17201422  0.08116502  0.12196352  0.06751913]
 [ 0.10012551  0.08131575  0.06536637  0.0981968   0.07998722  0.07669093
   0.07641859  0.16684575  0.10499366  0.15005943]
 [ 0.07518972  0.09285235  0.08929673  0.11403311  0.08866342  0.09381933
   0.07473928  0.13976426  0.09753962  0.13410217]
 [ 0.11797784  0.08963139  0.11308946  0.10150161  0.09645046  0.10829028
   0.07202575  0.08865117  0.10546183  0.10692026]
 [ 0.09145147  0.0889463   0.07888031  0.0832677   0.10961256  0.09851384
   0.10668303  0.09711431  0.10931503  0.13621543]
 [ 0.09860893  0.11797869  0.11343367  0.11037214  0.09723084  0.1063084
   0.08591447  0.08292177  0.10557743  0.08165358]
 [ 0.07589801  0.15237686  0.1031844   0.10833625  0.10680094  0.08243136
   0.07767729  0.09374768  0.10613938  0.09340784]
 [ 0.10826132  0.10089625  0.10560501  0.12227812  0.08463948  0.08585502
   0.08328914  0.08658794  0.09812757  0.12446007]
 [ 0.11786044  0.05906362  0.11784594  0.09618314  0.11256748  0.08645223
   0.12763172  0.09869141  0.10330778  0.08039628]
 [ 0.13203424  0.07277418  0.0917078   0.1426215   0.08539175  0.07526685
   0.09876695  0.11087959  0.10113959  0.08941754]
 [ 0.08969651  0.13232704  0.11142752  0.07379641  0.11583467  0.09194189
   0.0965748   0.08250917  0.11343837  0.09245353]
 [ 0.0869492   0.1356786   0.09831644  0.11011516  0.09272019  0.08992721
   0.08862318  0.09036198  0.10955538  0.09775262]
 [ 0.10791205  0.12353095  0.09986898  0.06684176  0.07446104  0.09057336
   0.10186034  0.09184813  0.14795756  0.09514587]
 [ 0.13129513  0.05983778  0.09236787  0.07505335  0.1351762   0.08561203
   0.09467736  0.10901961  0.08945837  0.12750232]
 [ 0.0985584   0.070919    0.06969199  0.11464681  0.08599921  0.07998899
   0.09111873  0.14280827  0.09209035  0.15417822]
 [ 0.10772289  0.06992162  0.08149499  0.10641626  0.10323872  0.11013947
   0.10229857  0.10697202  0.11045787  0.10133757]
 [ 0.15076771  0.05207399  0.14661324  0.06885566  0.08096404  0.08653509
   0.10261231  0.09788241  0.11286641  0.10082913]
 [ 0.0811663   0.09106781  0.08166105  0.10338995  0.11791345  0.08842654
   0.08149894  0.16200429  0.08656599  0.10630572]
 [ 0.09380816  0.13756096  0.09243226  0.10411385  0.07967013  0.08730521
   0.09056056  0.10682666  0.11033406  0.09738808]
 [ 0.08133226  0.06512439  0.0892388   0.08285192  0.13041271  0.0687755
   0.09835335  0.12891923  0.08880384  0.16618796]
 [ 0.1040125   0.070791    0.08477699  0.09210851  0.11179683  0.08369035
   0.10113113  0.1082921   0.11413652  0.12926412]
 [ 0.08487218  0.07762814  0.11144022  0.09462637  0.11566105  0.06777935
   0.12609641  0.08949262  0.11860164  0.113802  ]
 [ 0.18921991  0.07401973  0.08877491  0.11440953  0.07958645  0.08055899
   0.09665106  0.07296845  0.10786258  0.09594841]
 [ 0.07653433  0.07480323  0.09317404  0.07112876  0.1314245   0.11501747
   0.09135193  0.11938605  0.12148414  0.10569555]
 [ 0.14870581  0.07948925  0.08292592  0.11864962  0.07395387  0.10307533
   0.087659    0.11658959  0.11216386  0.07678773]]
INFO:tensorflow:probabilities = [[ 0.15120119  0.07881092  0.10857445  0.14137013  0.09030351  0.11007493
   0.06270687  0.06185903  0.09994518  0.09515379]
 [ 0.08910266  0.11739915  0.09397237  0.10822064  0.08545838  0.07395086
   0.11063963  0.11771108  0.09317839  0.11036677]
 [ 0.24545807  0.05111     0.0953901   0.10517059  0.09421202  0.08800829
   0.06695694  0.08295409  0.08535217  0.08538776]
 [ 0.15403025  0.07522138  0.1062756   0.08095182  0.07443456  0.09396274
   0.09696711  0.10055055  0.11032044  0.10728561]
 [ 0.11992004  0.08448093  0.08869419  0.10040287  0.10677566  0.08808924
   0.10308635  0.109089    0.09812845  0.10133325]
 [ 0.0943772   0.13662529  0.11014947  0.087906    0.0872227   0.08507148
   0.10739854  0.07361989  0.13427231  0.08335716]
 [ 0.07062127  0.06859717  0.06806501  0.10950168  0.15067045  0.08381288
   0.08227935  0.11951806  0.10903209  0.13790204]
 [ 0.11478553  0.0579218   0.10879163  0.11667757  0.11134693  0.08352459
   0.0949548   0.09429984  0.09100042  0.12669691]
 [ 0.08941149  0.09840819  0.10401493  0.0830216   0.1095842   0.07518005
   0.17098719  0.0805783   0.09825463  0.09055944]
 [ 0.08605613  0.04846524  0.07497403  0.09764002  0.13570379  0.08717074
   0.07603624  0.15907732  0.09951928  0.13535728]
 [ 0.10407191  0.04783624  0.08067625  0.10413049  0.15323845  0.07479265
   0.10883918  0.09858789  0.10555451  0.12227251]
 [ 0.16520034  0.05645996  0.11750631  0.10626897  0.08726883  0.0705417
   0.1333089   0.10467624  0.08400825  0.07476052]
 [ 0.07373629  0.19783643  0.11386162  0.08793914  0.08071359  0.07906538
   0.09677567  0.10009556  0.09004904  0.0799273 ]
 [ 0.12916522  0.07043129  0.08052117  0.09240934  0.10044548  0.13790953
   0.07318579  0.09584294  0.11179618  0.10829302]
 [ 0.07158153  0.06002094  0.0763579   0.09274649  0.13314785  0.09881119
   0.07963574  0.1152979   0.11783398  0.15456641]
 [ 0.13990554  0.06440441  0.1060177   0.07556602  0.1012225   0.07604057
   0.11094095  0.11764234  0.10687989  0.10138007]
 [ 0.0801203   0.182368    0.1028134   0.09202056  0.08675008  0.08412341
   0.09727205  0.08687805  0.09993599  0.08771823]
 [ 0.12702784  0.09942366  0.10574961  0.09559628  0.08084276  0.12807228
   0.08061787  0.09095421  0.09230267  0.09941277]
 [ 0.10272446  0.06215984  0.07778995  0.08586927  0.08445232  0.08776399
   0.06901735  0.16643028  0.10200263  0.16178995]
 [ 0.0956514   0.12320289  0.11607243  0.10308859  0.07202671  0.06741282
   0.13464007  0.08161582  0.1424247   0.0638646 ]
 [ 0.08445789  0.07059506  0.08356014  0.12752523  0.07696315  0.10503334
   0.08168716  0.14386246  0.09368323  0.13263232]
 [ 0.1062412   0.08895706  0.07973202  0.07329232  0.13389368  0.08261148
   0.09183654  0.10311878  0.10245285  0.13786404]
 [ 0.2655803   0.05642644  0.11858138  0.08115991  0.07498967  0.07019417
   0.09606421  0.07043692  0.09792919  0.0686377 ]
 [ 0.12241717  0.05508683  0.10318489  0.1319326   0.09124821  0.08843252
   0.09212819  0.11116925  0.12418791  0.08021243]
 [ 0.09789464  0.11451957  0.08783369  0.12224196  0.07255072  0.1112116
   0.10606811  0.09901401  0.09753218  0.09113351]
 [ 0.09924079  0.09313268  0.08114523  0.08600293  0.11647046  0.08586279
   0.08655078  0.10860565  0.11410917  0.1288795 ]
 [ 0.11383765  0.06596667  0.11883669  0.10669024  0.07739793  0.10118431
   0.08836832  0.08796758  0.11695465  0.12279599]
 [ 0.09456611  0.08295843  0.09111426  0.06675525  0.0900329   0.09898788
   0.08407407  0.16386837  0.10338803  0.1242546 ]
 [ 0.09849069  0.09157526  0.10374638  0.08911896  0.11671695  0.08364859
   0.13266894  0.06117298  0.13926448  0.08359679]
 [ 0.09590778  0.10442009  0.08673506  0.08535308  0.13209961  0.11116001
   0.08649763  0.07440936  0.11381979  0.10959756]
 [ 0.2386115   0.0611347   0.10051497  0.10139719  0.07185176  0.08798202
   0.11760858  0.06833063  0.06747007  0.08509856]
 [ 0.08678135  0.15259095  0.08539104  0.10676464  0.08289137  0.08803159
   0.09014359  0.10055771  0.11895639  0.08789142]
 [ 0.0849617   0.11033822  0.10278052  0.13022375  0.09355509  0.0665608
   0.10279939  0.09326926  0.1174274   0.09808379]
 [ 0.0960704   0.13973136  0.09344885  0.10509615  0.07886989  0.09280979
   0.08130234  0.09152416  0.13614699  0.08500011]
 [ 0.08454709  0.12547751  0.11756099  0.10285915  0.09095503  0.10465215
   0.09115698  0.09262329  0.09711203  0.09305584]
 [ 0.15705124  0.05884958  0.08771176  0.07577935  0.08239812  0.07036765
   0.13943492  0.12879415  0.09089616  0.10871714]
 [ 0.08567554  0.10488624  0.12640044  0.08835461  0.08304836  0.11749806
   0.08178919  0.0633185   0.14009787  0.10893122]
 [ 0.11370755  0.06654558  0.07251582  0.09412681  0.11767826  0.08983041
   0.10054412  0.11327497  0.09784789  0.13392867]
 [ 0.1071486   0.07903913  0.07697209  0.16536547  0.08038933  0.08216064
   0.09220952  0.10802072  0.10870254  0.09999198]
 [ 0.10944273  0.11583312  0.12514284  0.09239207  0.10766232  0.07248745
   0.11636554  0.07794008  0.0951622   0.08757164]
 [ 0.08603874  0.10008855  0.12685184  0.09147897  0.07577875  0.08979598
   0.0928655   0.10869757  0.13271637  0.09568769]
 [ 0.20586281  0.05403354  0.09157348  0.12973414  0.05739123  0.09881485
   0.06732869  0.09039241  0.12954608  0.07532277]
 [ 0.09560599  0.12354125  0.10044072  0.08209962  0.10410408  0.07466947
   0.12196281  0.07437099  0.13684668  0.08635832]
 [ 0.08751166  0.18640265  0.10175533  0.09537503  0.07797919  0.08158164
   0.07417635  0.09440334  0.1098524   0.09096255]
 [ 0.07745568  0.12464751  0.09476898  0.13330235  0.07913464  0.07980577
   0.11843514  0.09573662  0.11496512  0.08174819]
 [ 0.08242043  0.07939693  0.12384722  0.08161241  0.12543344  0.08836228
   0.11389869  0.09500769  0.11407922  0.09594172]
 [ 0.0929319   0.08012027  0.115821    0.10193903  0.09911958  0.08170951
   0.14209805  0.06582899  0.11921759  0.10121407]
 [ 0.08673792  0.11779649  0.092824    0.10558541  0.0649731   0.08787793
   0.08779457  0.14135264  0.11380613  0.10125186]
 [ 0.08689208  0.11673547  0.08030886  0.13069803  0.09588619  0.10141537
   0.06565765  0.07724816  0.14339525  0.10176305]
 [ 0.11130118  0.11745981  0.1302409   0.1138979   0.07394248  0.07994371
   0.10856654  0.0764275   0.11087267  0.0773473 ]
 [ 0.28224081  0.04103855  0.11115469  0.0734946   0.08001296  0.06147773
   0.11060552  0.07661712  0.07781392  0.08554406]
 [ 0.16366006  0.06486623  0.09394286  0.11004066  0.09742992  0.08092221
   0.11780602  0.09053825  0.08479318  0.0960006 ]
 [ 0.07447409  0.13050203  0.0756398   0.11224268  0.08573171  0.0700617
   0.10977555  0.13752048  0.11783862  0.08621332]
 [ 0.08414455  0.09840927  0.07141269  0.12470987  0.08664402  0.10410929
   0.07890952  0.13018888  0.10849231  0.11297958]
 [ 0.09289928  0.1390546   0.08431753  0.09564656  0.08500927  0.07496972
   0.12395516  0.07319056  0.10792437  0.12303287]
 [ 0.09798976  0.06110322  0.06784892  0.09840248  0.12435782  0.08784603
   0.10398725  0.1184635   0.08173458  0.15826634]
 [ 0.10976977  0.05860747  0.08486176  0.11896209  0.13454998  0.10185826
   0.08494987  0.08401521  0.10309242  0.11933322]
 [ 0.14815216  0.07605318  0.12768206  0.12790978  0.04945715  0.08782618
   0.08900247  0.09535126  0.12280365  0.07576215]
 [ 0.11517157  0.09193783  0.09388873  0.16800381  0.08584271  0.07474981
   0.08289564  0.0763421   0.11409841  0.09706924]
 [ 0.12681772  0.08963864  0.06871346  0.16035391  0.07101206  0.0981831
   0.11201876  0.10010853  0.09610894  0.07704486]
 [ 0.12878551  0.10553634  0.0896365   0.15670824  0.07885652  0.09712142
   0.07310478  0.1027689   0.10053517  0.06694665]
 [ 0.10671973  0.05957635  0.0807418   0.12873083  0.09762972  0.09591492
   0.11418055  0.09575044  0.07920829  0.14154738]
 [ 0.08078838  0.09574746  0.09694251  0.10439239  0.08498935  0.10500921
   0.07303077  0.13870502  0.11246766  0.10792724]
 [ 0.13826327  0.05686735  0.0800339   0.09465996  0.10160038  0.09689487
   0.07690766  0.14413838  0.07696731  0.13366684]
 [ 0.09665715  0.10386681  0.08151781  0.08958343  0.10688443  0.09901462
   0.08982817  0.10022134  0.13474862  0.09767762]
 [ 0.08477901  0.10012352  0.07284105  0.10573171  0.08477593  0.09454697
   0.08809464  0.11364964  0.14172374  0.11373366]
 [ 0.10582269  0.13365392  0.1092938   0.09210727  0.07244874  0.11474781
   0.07307208  0.07531619  0.12493318  0.09860422]
 [ 0.11176473  0.08681526  0.09264424  0.09976202  0.09498341  0.09744076
   0.0929883   0.10160551  0.11458679  0.10740895]
 [ 0.11062929  0.09502041  0.08293986  0.09773029  0.13623329  0.07446942
   0.10065003  0.09092841  0.10272939  0.10866953]
 [ 0.10186605  0.14071585  0.09909885  0.09802879  0.09570669  0.09286074
   0.08834644  0.07362594  0.12312929  0.08662131]
 [ 0.13557671  0.06812447  0.11214319  0.09199649  0.08852165  0.07914291
   0.12934218  0.09850337  0.09877322  0.09787578]
 [ 0.07694498  0.10213524  0.12202529  0.08158735  0.11284364  0.06389657
   0.1550253   0.10942661  0.11579348  0.0603215 ]
 [ 0.09368195  0.11805354  0.08969312  0.13242093  0.07671947  0.09012072
   0.09134947  0.09250022  0.11102265  0.10443801]
 [ 0.08731931  0.1120702   0.09978055  0.08755268  0.08362778  0.1090256
   0.0746286   0.10387422  0.13781731  0.1043037 ]
 [ 0.13381708  0.07101233  0.07986249  0.08074011  0.14870544  0.06678383
   0.14266154  0.10200308  0.08713125  0.08728285]
 [ 0.10653841  0.11283993  0.10443632  0.1203949   0.08474499  0.08689304
   0.09800466  0.10984086  0.0925559   0.08375099]
 [ 0.11756276  0.13760695  0.11390593  0.10989912  0.07327563  0.07995192
   0.08603718  0.07220449  0.11538039  0.09417562]
 [ 0.06972916  0.14529531  0.09204571  0.10792974  0.06946091  0.09820202
   0.10478127  0.08907912  0.11905769  0.10441905]
 [ 0.09523278  0.05986821  0.08191514  0.07541196  0.13373141  0.11617389
   0.087267    0.11236528  0.08467463  0.15335968]
 [ 0.09538392  0.07293334  0.08793564  0.08131535  0.14568086  0.08509316
   0.09680714  0.10340847  0.08135326  0.15008895]
 [ 0.10512877  0.1109001   0.09581573  0.08713579  0.10779112  0.0801037
   0.12190806  0.09381411  0.1084671   0.08893546]
 [ 0.07017386  0.10263861  0.0881894   0.12125601  0.09930558  0.07355368
   0.15449649  0.09384545  0.11995954  0.07658139]
 [ 0.06679743  0.08971725  0.07299393  0.11271907  0.07884563  0.10675658
   0.08878838  0.13499151  0.10699788  0.14139229]
 [ 0.07605699  0.07412738  0.08614914  0.09773801  0.12817724  0.096214
   0.11067568  0.10129947  0.11656225  0.11299974]
 [ 0.09110223  0.08836487  0.08039988  0.09134919  0.10826419  0.07935252
   0.10124002  0.11916929  0.11235547  0.12840238]
 [ 0.09608301  0.06496985  0.08819876  0.1058656   0.14682436  0.09318528
   0.10769722  0.11019675  0.08366197  0.10331714]
 [ 0.09979112  0.10748522  0.1063613   0.11792824  0.09094035  0.0731269
   0.09680657  0.10139684  0.12131834  0.0848451 ]
 [ 0.16413751  0.06141395  0.07138413  0.0939733   0.10441477  0.10690495
   0.10044375  0.09198193  0.10818726  0.09715837]
 [ 0.23811993  0.05564614  0.10759822  0.07779217  0.07290006  0.12126064
   0.07969601  0.07613136  0.09734805  0.07350744]
 [ 0.14966439  0.04703645  0.08291057  0.11495565  0.08905641  0.08866422
   0.11369851  0.11255879  0.0942389   0.10721608]
 [ 0.09851127  0.10671772  0.12773821  0.08542825  0.11511046  0.09226461
   0.11169391  0.07751872  0.10418531  0.08083159]
 [ 0.10123567  0.0599188   0.07375676  0.12552905  0.0875043   0.06758572
   0.09922621  0.13949372  0.11691344  0.12883629]
 [ 0.09286247  0.08643147  0.07594738  0.08288194  0.1008553   0.10005558
   0.08911306  0.1473152   0.11851957  0.10601795]
 [ 0.07654496  0.10153526  0.10231032  0.10017573  0.08345296  0.08355042
   0.0795609   0.12289233  0.12461782  0.12535928]
 [ 0.09829309  0.07144757  0.11226163  0.1303418   0.07509506  0.10576481
   0.10424856  0.10473285  0.10885921  0.08895553]
 [ 0.11786043  0.08813966  0.12860513  0.1114567   0.08476703  0.0865388
   0.11769848  0.0678437   0.12061974  0.07647038]
 [ 0.15788062  0.06438452  0.0827508   0.12887794  0.09525422  0.11238917
   0.07719792  0.08768617  0.09331822  0.10026039]
 [ 0.12220407  0.11337444  0.11919358  0.14571726  0.06549718  0.09759148
   0.06587546  0.08166108  0.10207519  0.08681032]
 [ 0.11829559  0.09985872  0.08680791  0.10251427  0.07840634  0.11230456
   0.08072829  0.0950229   0.11629318  0.10976826]
 [ 0.08765196  0.0666453   0.07653844  0.08826558  0.140256    0.08187912
   0.11400506  0.11094714  0.12672915  0.10708219]]
INFO:tensorflow:global_step/sec: 162.017
INFO:tensorflow:loss = 1.99814, step = 1001
INFO:tensorflow:probabilities = [[ 0.14199439  0.09553695  0.10456111  0.14619441  0.07131796  0.09250423
   0.09173451  0.07734419  0.10191368  0.07689855]
 [ 0.06972639  0.19572468  0.09752306  0.08708039  0.08328462  0.09391809
   0.07564574  0.07887901  0.11529246  0.10292566]
 [ 0.10111248  0.12573589  0.09878916  0.09930518  0.09612936  0.06363038
   0.1411231   0.07447031  0.10907995  0.09062427]
 [ 0.0783563   0.2112007   0.09423487  0.07936073  0.08578324  0.08364864
   0.08020478  0.08040043  0.12740807  0.07940231]
 [ 0.10739387  0.09608991  0.07832461  0.10449792  0.09106576  0.10266524
   0.09271238  0.08435959  0.12874025  0.11415035]
 [ 0.10578582  0.04706243  0.10144104  0.072981    0.13421905  0.103273
   0.11391683  0.10452803  0.10249016  0.11430262]
 [ 0.06670661  0.12339826  0.08496455  0.13430665  0.07485895  0.0831627
   0.0985677   0.10240715  0.11923057  0.11239687]
 [ 0.07515305  0.17983821  0.11307137  0.09327355  0.07184841  0.06700509
   0.10036281  0.08512071  0.12150975  0.09281699]
 [ 0.08547217  0.16795079  0.11592288  0.09977536  0.10788728  0.10651557
   0.06753749  0.06020173  0.11395743  0.07477932]
 [ 0.13100678  0.08665393  0.07664923  0.11992132  0.07522558  0.08740202
   0.10567184  0.06936803  0.13511638  0.11298478]
 [ 0.09760053  0.13629963  0.10101489  0.1139641   0.0807486   0.09433453
   0.10324896  0.08360699  0.09465253  0.09452925]
 [ 0.08868542  0.08588852  0.0879181   0.08131334  0.11071007  0.09737742
   0.1078633   0.10458595  0.1232481   0.11240979]
 [ 0.08167604  0.16406865  0.11916809  0.09301873  0.08492799  0.0839149
   0.09282357  0.08235804  0.11515331  0.08289057]
 [ 0.1111121   0.08723652  0.07088524  0.09262159  0.09839467  0.10620137
   0.09281938  0.11268749  0.11582757  0.11221406]
 [ 0.10857647  0.07829313  0.08786653  0.07523322  0.09849823  0.09772339
   0.1064102   0.10776471  0.1313649   0.1082692 ]
 [ 0.08881331  0.07909275  0.09517867  0.0795222   0.09732246  0.09250133
   0.08335657  0.11295456  0.13880855  0.1324496 ]
 [ 0.12356081  0.08674151  0.09928604  0.10912911  0.07852001  0.12237452
   0.09952723  0.05661828  0.1410391   0.08320329]
 [ 0.07582274  0.09115459  0.08532223  0.10166202  0.10929627  0.09805582
   0.09711665  0.10498396  0.12408816  0.11249756]
 [ 0.12624358  0.08455653  0.09685411  0.09263669  0.08885853  0.07130768
   0.17951943  0.07694212  0.10234481  0.08073644]
 [ 0.13061026  0.06008846  0.07216641  0.13235956  0.08534963  0.10441656
   0.11021871  0.07856575  0.09958283  0.12664174]
 [ 0.11350935  0.05999712  0.09359048  0.11615658  0.11209657  0.10182382
   0.08748568  0.09794405  0.09416921  0.12322726]
 [ 0.0784745   0.15133831  0.08857424  0.12218795  0.07172146  0.08121257
   0.07445125  0.09706744  0.13455562  0.10041668]
 [ 0.08560883  0.10804812  0.08600285  0.1114298   0.07078976  0.09122402
   0.0658261   0.12838674  0.10678232  0.14590152]
 [ 0.08618548  0.1453324   0.08559871  0.13747293  0.08284411  0.10282018
   0.08476652  0.08376437  0.08744149  0.10377382]
 [ 0.14107074  0.08862542  0.09650427  0.09336825  0.09856792  0.07874635
   0.15018798  0.07686979  0.09136924  0.08469006]
 [ 0.10580076  0.07269678  0.08293418  0.08312071  0.10139083  0.10051291
   0.11256266  0.1029401   0.12237048  0.11567061]
 [ 0.11015805  0.07294178  0.07269324  0.10645483  0.10293027  0.08561392
   0.09109733  0.10286195  0.11948707  0.13576148]
 [ 0.1230942   0.1170323   0.10487176  0.13126352  0.0820292   0.0725685
   0.08165667  0.08597427  0.10947216  0.09203748]
 [ 0.10514151  0.08448313  0.0901053   0.08414752  0.10875383  0.0984712
   0.08262932  0.11476929  0.0981372   0.13336167]
 [ 0.09176462  0.07824951  0.1086019   0.20002976  0.07954018  0.09012482
   0.0700556   0.07261345  0.11161518  0.09740504]
 [ 0.14092049  0.08448784  0.0785941   0.09886201  0.10014156  0.08330152
   0.10575831  0.06808522  0.12470518  0.11514374]
 [ 0.08400667  0.11436488  0.08597839  0.16189644  0.07889454  0.0835304
   0.0718453   0.10512771  0.11429935  0.10005639]
 [ 0.12636499  0.09941334  0.07987867  0.13610226  0.09530029  0.09599252
   0.0855783   0.09873047  0.08915421  0.09348499]
 [ 0.07527558  0.14124654  0.08082167  0.09687333  0.09578587  0.0725339
   0.10136998  0.08631676  0.15247183  0.09730451]
 [ 0.09150234  0.08987238  0.07535267  0.08675718  0.09689428  0.08069231
   0.1028108   0.11487826  0.13060091  0.1306389 ]
 [ 0.07206147  0.12093441  0.08311294  0.11534747  0.08349863  0.09349941
   0.08975053  0.12636147  0.08757588  0.12785767]
 [ 0.09110087  0.05252988  0.09789541  0.10103089  0.12919509  0.08758425
   0.14155219  0.10677095  0.09822236  0.0941181 ]
 [ 0.32785231  0.03425419  0.12725101  0.08302381  0.04874877  0.07630536
   0.06837391  0.06932276  0.081907    0.08296096]
 [ 0.11935384  0.09006205  0.11416649  0.1800292   0.0687783   0.0834995
   0.08529902  0.09660204  0.09105113  0.07115838]
 [ 0.08537225  0.08069753  0.07574423  0.08561325  0.10708332  0.08750321
   0.08485544  0.16961637  0.09516849  0.12834588]
 [ 0.10343082  0.04454223  0.09907165  0.08887775  0.16105604  0.07657566
   0.11973368  0.08273837  0.09420444  0.12976938]
 [ 0.0942997   0.17679435  0.1166567   0.11824316  0.07910816  0.08245327
   0.0840764   0.06738447  0.11225145  0.0687324 ]
 [ 0.21140988  0.03451416  0.11592288  0.11631448  0.05564943  0.06675608
   0.1248152   0.08561996  0.10409509  0.08490286]
 [ 0.09422341  0.06869253  0.09155095  0.09189261  0.09337322  0.085862
   0.09389397  0.11201245  0.11665697  0.15184198]
 [ 0.08762894  0.13650866  0.12851717  0.10167776  0.09666255  0.11024357
   0.08629702  0.06610407  0.11050518  0.07585516]
 [ 0.09210378  0.08515827  0.09012901  0.12290762  0.06216448  0.11966407
   0.06728061  0.11562192  0.13625     0.10872017]
 [ 0.07592843  0.10729581  0.14171107  0.11359552  0.06738984  0.10198155
   0.08454801  0.10416504  0.12315284  0.08023185]
 [ 0.15353118  0.0658851   0.09416263  0.09492653  0.10711559  0.05863502
   0.0997437   0.10537899  0.10515317  0.11546806]
 [ 0.10348038  0.09012426  0.10781335  0.12700042  0.07886735  0.08009481
   0.08894747  0.09095256  0.13731627  0.09540316]
 [ 0.24675238  0.04338914  0.1099497   0.08059771  0.08427843  0.06147932
   0.11851417  0.09504665  0.08883719  0.07115536]
 [ 0.15087031  0.07512628  0.06283091  0.11786284  0.09407279  0.13134633
   0.06361581  0.07217461  0.13908686  0.09301327]
 [ 0.08254842  0.08322677  0.10742022  0.08873252  0.09310599  0.0604183
   0.20592266  0.09049632  0.12074354  0.06738523]
 [ 0.12789203  0.05909615  0.07776761  0.12995844  0.0807872   0.0907846
   0.12350831  0.09914692  0.12182251  0.08923626]
 [ 0.12434313  0.07994512  0.12631564  0.14469476  0.07280545  0.0611621
   0.09855051  0.10189977  0.12892203  0.06136151]
 [ 0.09374639  0.07476821  0.09032726  0.13170029  0.05672304  0.10078869
   0.05898149  0.18275125  0.09799068  0.11222263]
 [ 0.11643469  0.07989913  0.06887285  0.09976274  0.10283004  0.09278601
   0.07329952  0.12298821  0.11095891  0.13216794]
 [ 0.07861329  0.09268188  0.07977007  0.10710282  0.09584267  0.0772114
   0.10527422  0.12890142  0.0912851   0.14331715]
 [ 0.11322302  0.08045087  0.10373501  0.08539534  0.09276201  0.08913691
   0.09872216  0.07554878  0.1566613   0.10436458]
 [ 0.07847928  0.0875609   0.10643128  0.1806021   0.09611204  0.08908505
   0.07090155  0.1113638   0.1080204   0.07144357]
 [ 0.08639598  0.0796341   0.08994791  0.11852861  0.09760239  0.08828967
   0.07953772  0.14020534  0.09611651  0.12374177]
 [ 0.09273985  0.09189012  0.11666104  0.06905215  0.10359421  0.06025526
   0.15197523  0.08065349  0.16169065  0.071488  ]
 [ 0.11078537  0.08643429  0.09479633  0.17420284  0.06720677  0.07742023
   0.09295643  0.08862467  0.10881988  0.09875313]
 [ 0.10677393  0.06784944  0.06909886  0.10461667  0.08587742  0.09911019
   0.10749944  0.12153352  0.11516377  0.12247681]
 [ 0.10497179  0.08558676  0.08166019  0.10064649  0.07002511  0.09712898
   0.11188308  0.14259842  0.10871328  0.09678594]
 [ 0.11723918  0.04917297  0.10996141  0.11417988  0.08599909  0.11441716
   0.10122904  0.12372062  0.11256192  0.07151878]
 [ 0.1137576   0.08228783  0.11794072  0.10777244  0.11907664  0.07701703
   0.11752717  0.08256807  0.09715758  0.08489493]
 [ 0.11577791  0.08903888  0.20722666  0.10811109  0.07027588  0.06674767
   0.11412708  0.06290023  0.08628392  0.07951067]
 [ 0.23076372  0.04319429  0.08333771  0.13082881  0.05409515  0.09182969
   0.10625846  0.06508908  0.14825879  0.04634435]
 [ 0.08254848  0.10280778  0.08475333  0.09686799  0.09888646  0.10461134
   0.0714376   0.13425562  0.12480095  0.09903041]
 [ 0.15072116  0.0873531   0.14369738  0.08076744  0.10514086  0.08748355
   0.08831763  0.08814579  0.08719783  0.08117522]
 [ 0.07243469  0.1061635   0.06974455  0.08869004  0.13099344  0.10488831
   0.10313432  0.10130561  0.1036729   0.11897267]
 [ 0.09936856  0.06632763  0.07560862  0.11170013  0.11711719  0.08852768
   0.14120664  0.09860893  0.08233936  0.11919515]
 [ 0.13648838  0.06370731  0.11259371  0.18660584  0.08771593  0.07686809
   0.08339307  0.07654949  0.09529279  0.0807854 ]
 [ 0.2843208   0.03745116  0.09974443  0.09884693  0.05980705  0.08143902
   0.07830307  0.08866815  0.0847501   0.0866693 ]
 [ 0.09058782  0.05889738  0.07062183  0.09018335  0.1171243   0.07606459
   0.09721261  0.12327687  0.14348631  0.13254492]
 [ 0.09678777  0.08609533  0.09203047  0.06837711  0.13145331  0.10632028
   0.08772489  0.10407036  0.09020485  0.13693558]
 [ 0.11718315  0.06626528  0.09935143  0.08407155  0.12112494  0.14993872
   0.07684848  0.09255957  0.1058116   0.08684529]
 [ 0.09820428  0.09297795  0.12092208  0.09435707  0.10454714  0.12906566
   0.09770907  0.06479042  0.11184596  0.08558041]
 [ 0.09435994  0.09212467  0.09748714  0.11834333  0.05626938  0.07792839
   0.07048278  0.13366528  0.12977333  0.12956572]
 [ 0.10835409  0.07913543  0.09253298  0.17020814  0.0839557   0.10170808
   0.1173355   0.07101986  0.08724675  0.08850342]
 [ 0.13054065  0.05447872  0.12164143  0.10378157  0.11077511  0.08557633
   0.15132545  0.0709205   0.09253914  0.07842109]
 [ 0.07869891  0.07672054  0.07935721  0.09432679  0.14269832  0.08693482
   0.12609854  0.0901566   0.10878866  0.1162196 ]
 [ 0.1114086   0.07866012  0.10491644  0.08594064  0.09106752  0.08984387
   0.10749096  0.08400879  0.1041308   0.14253226]
 [ 0.12475695  0.066794    0.09649464  0.09840586  0.09848218  0.08164316
   0.12961555  0.11330646  0.094761    0.09574028]
 [ 0.09497938  0.05953692  0.06536429  0.09444532  0.12650758  0.08748779
   0.0988171   0.13367461  0.08028116  0.15890594]
 [ 0.09318056  0.15279981  0.1338845   0.12646747  0.08316971  0.073755
   0.08085126  0.0731288   0.10451846  0.07824444]
 [ 0.07555684  0.07542201  0.07757507  0.10372459  0.14471024  0.08391127
   0.08650827  0.11416106  0.09833242  0.1400982 ]
 [ 0.10554586  0.07580607  0.0910287   0.14739519  0.07703382  0.09061728
   0.1112925   0.10428969  0.12520035  0.07179049]
 [ 0.10700244  0.06269193  0.078021    0.14388381  0.09066867  0.08024494
   0.09567025  0.1041995   0.10404866  0.13356878]
 [ 0.08895748  0.11679824  0.13944082  0.12034932  0.05282706  0.09245486
   0.06022746  0.07466251  0.1626395   0.09164281]
 [ 0.0913763   0.08525607  0.10207177  0.09040667  0.09282526  0.06053113
   0.13762641  0.09713846  0.15576327  0.08700475]
 [ 0.12853284  0.07772479  0.08081337  0.14337024  0.06338923  0.11732295
   0.08006424  0.08887422  0.1035342   0.11637384]
 [ 0.09750459  0.12447023  0.10675129  0.11571461  0.08891553  0.07125544
   0.1314611   0.07070427  0.12740125  0.06582167]
 [ 0.1220044   0.05428439  0.10682399  0.08625288  0.10558931  0.08661684
   0.11624009  0.12019948  0.09365178  0.10833678]
 [ 0.14580502  0.08098407  0.10548791  0.12862314  0.06258271  0.06993681
   0.08554812  0.13748764  0.11234804  0.07119663]
 [ 0.10799181  0.08810048  0.09631449  0.19344279  0.07222142  0.08226627
   0.09595529  0.07717125  0.10302168  0.08351442]
 [ 0.12556346  0.06295736  0.10848918  0.12688227  0.11457456  0.06862155
   0.10741436  0.08826023  0.08637071  0.11086638]
 [ 0.13452724  0.04826988  0.0995392   0.07833816  0.12652923  0.08819215
   0.13033617  0.11518472  0.07438592  0.10469741]
 [ 0.12373284  0.07567729  0.10844719  0.08311816  0.09681568  0.08068835
   0.13660657  0.06871789  0.12920907  0.09698699]
 [ 0.24292327  0.05008209  0.06699481  0.10633697  0.06183806  0.1285772
   0.08722067  0.07510997  0.06123713  0.11967986]]
INFO:tensorflow:probabilities = [[ 0.08245121  0.07380426  0.06073523  0.11188739  0.10210465  0.12181833
   0.07665604  0.11844586  0.1027148   0.14938222]
 [ 0.1482559   0.07142355  0.07805789  0.12800288  0.069406    0.11894319
   0.07596739  0.09364936  0.13204902  0.08424478]
 [ 0.08410662  0.06612855  0.08438196  0.10153524  0.0874811   0.07767976
   0.09478047  0.18929404  0.0829945   0.13161778]
 [ 0.09776524  0.15143073  0.11514165  0.12968943  0.04466665  0.08146003
   0.09435785  0.08891625  0.12833078  0.06824145]
 [ 0.05293049  0.09552903  0.08004206  0.15768129  0.09874542  0.08168774
   0.1504935   0.08796889  0.11232293  0.08259869]
 [ 0.06103649  0.22288796  0.1150865   0.09218658  0.08641779  0.07921293
   0.08725792  0.06465796  0.1019704   0.08928546]
 [ 0.11231097  0.04541446  0.10018548  0.06901605  0.15103103  0.07668298
   0.08858678  0.1170915   0.12254806  0.11713266]
 [ 0.16029659  0.06252329  0.11287833  0.10136837  0.09441267  0.06490494
   0.13327356  0.09530918  0.08722062  0.08781245]
 [ 0.19792753  0.04496832  0.1330861   0.11948115  0.06007624  0.06448971
   0.1193499   0.12583791  0.09316207  0.04162109]
 [ 0.23246115  0.05435633  0.08334713  0.09787645  0.10601515  0.11309517
   0.10099542  0.04201281  0.09934622  0.07049409]
 [ 0.10434853  0.06566755  0.07476665  0.09104856  0.10713077  0.09173332
   0.06852118  0.1717388   0.11391682  0.11112777]
 [ 0.11074647  0.0387952   0.11139389  0.10257524  0.11938757  0.07911925
   0.10463268  0.08174121  0.09987535  0.15173319]
 [ 0.07704143  0.12750573  0.10646953  0.10023341  0.1091304   0.0879079
   0.07968045  0.07276322  0.09155486  0.14771308]
 [ 0.09392396  0.08001389  0.10764353  0.0831208   0.1392159   0.08886117
   0.10945022  0.06341831  0.10626542  0.12808684]
 [ 0.26273927  0.02305282  0.08992655  0.20101126  0.05374795  0.05619816
   0.07317609  0.05455307  0.10917652  0.07641821]
 [ 0.07318608  0.09701924  0.068624    0.12125858  0.08250931  0.0709447
   0.07153989  0.17957924  0.12910521  0.10623375]
 [ 0.12180641  0.06951048  0.17862934  0.09218067  0.08358906  0.07917086
   0.10444076  0.10598108  0.09448908  0.07020216]
 [ 0.06802313  0.2165314   0.09567516  0.11386315  0.07614962  0.06379511
   0.06641416  0.09272734  0.10433951  0.10248144]
 [ 0.42901236  0.01876066  0.08277071  0.08173454  0.0609053   0.05482087
   0.08891789  0.06218803  0.05231077  0.06857892]
 [ 0.07582965  0.20857671  0.10867531  0.09452114  0.08261503  0.0758514
   0.07566441  0.09480879  0.09394264  0.08951494]
 [ 0.14602728  0.05227788  0.1214985   0.09501916  0.09571767  0.06180929
   0.19265507  0.06498004  0.10290179  0.06711341]
 [ 0.09435464  0.10493919  0.12925977  0.10127264  0.09447854  0.09401808
   0.07993816  0.08450765  0.10593753  0.11129383]
 [ 0.16931079  0.04467346  0.09561186  0.1429735   0.05545181  0.08022688
   0.09827253  0.10172436  0.1234831   0.08827169]
 [ 0.06267597  0.11683739  0.09682668  0.13041137  0.09350044  0.06332731
   0.08963417  0.12531479  0.10695035  0.11452141]
 [ 0.14919628  0.04223969  0.10413021  0.08268243  0.10951805  0.07302336
   0.19060643  0.09551476  0.07614283  0.07694601]
 [ 0.07180895  0.06611646  0.06074282  0.10474231  0.06723443  0.08760789
   0.08190727  0.2319849   0.09404455  0.13381055]
 [ 0.10035808  0.06779954  0.08109374  0.19298097  0.08470666  0.0763321
   0.06893279  0.12592608  0.08841466  0.11345542]
 [ 0.10875387  0.1223356   0.08006071  0.13251272  0.08285072  0.1007591
   0.08463641  0.07910345  0.13084605  0.07814139]
 [ 0.07829696  0.09962057  0.09366976  0.16798717  0.07322474  0.11647714
   0.08739084  0.08767111  0.09966527  0.09599654]
 [ 0.1072356   0.07380991  0.10150442  0.08907223  0.08750475  0.08941799
   0.17886898  0.07678587  0.11125     0.08455018]
 [ 0.08207358  0.18829551  0.09013599  0.08974215  0.0791231   0.07078691
   0.09521314  0.09463791  0.09331714  0.11667449]
 [ 0.12249324  0.10620391  0.11291786  0.09210656  0.08509122  0.05292862
   0.1565714   0.11704083  0.08463448  0.07001191]
 [ 0.07561608  0.06454526  0.214219    0.10348184  0.12877066  0.06033476
   0.11674346  0.0676581   0.08871374  0.07991713]
 [ 0.09863894  0.05367764  0.12205759  0.09354442  0.12968053  0.05315743
   0.20351395  0.06587957  0.08042964  0.09942028]
 [ 0.07797019  0.0837147   0.07662468  0.09294347  0.11437776  0.08501724
   0.07500362  0.12659612  0.10232127  0.16543095]
 [ 0.10967255  0.07311851  0.09242544  0.07480621  0.09982806  0.11595076
   0.07394167  0.13990405  0.09542516  0.12492769]
 [ 0.06263335  0.07443489  0.09380497  0.0608848   0.16352352  0.09274396
   0.09245892  0.11460377  0.09722227  0.14768948]
 [ 0.11128845  0.06784172  0.15335077  0.11382391  0.10533546  0.08690182
   0.11735699  0.05712771  0.10804033  0.07893287]
 [ 0.12985599  0.08078147  0.13132352  0.08513762  0.10563456  0.06945176
   0.09244101  0.06448013  0.14593065  0.09496329]
 [ 0.31037658  0.0406044   0.07076782  0.10617194  0.0619151   0.10222329
   0.06560011  0.08083303  0.06659512  0.0949126 ]
 [ 0.09135033  0.08825839  0.16975459  0.10241386  0.08801905  0.07779093
   0.12527505  0.06433928  0.1239123   0.06888624]
 [ 0.09602697  0.05503197  0.12027242  0.05709681  0.12001793  0.12307332
   0.11246661  0.07023733  0.1525003   0.09327627]
 [ 0.10871979  0.15191767  0.09148943  0.10727102  0.07453953  0.07679765
   0.09017461  0.08111839  0.12110218  0.09686983]
 [ 0.38628408  0.02947537  0.07061408  0.12598118  0.04438263  0.07673219
   0.05358139  0.07018066  0.05500364  0.08776473]
 [ 0.18442929  0.06363972  0.11049356  0.10875598  0.06838535  0.09320541
   0.10197754  0.08858165  0.10499559  0.07553592]
 [ 0.0868042   0.05400739  0.08818342  0.08561721  0.12889728  0.09230792
   0.08577875  0.13704801  0.09424154  0.14711422]
 [ 0.1109828   0.07363006  0.08935683  0.15372564  0.06166272  0.10427283
   0.09637138  0.12063145  0.09696288  0.09240339]
 [ 0.10702192  0.13752951  0.13515855  0.09048251  0.06658572  0.10205097
   0.06932107  0.07466532  0.13010776  0.08707666]
 [ 0.1341376   0.05092001  0.10932863  0.10444059  0.08821351  0.07242877
   0.14955071  0.08399983  0.11518238  0.09179798]
 [ 0.06831355  0.06660037  0.0603031   0.0971052   0.12149251  0.09834633
   0.09028434  0.13523437  0.10736874  0.15495151]
 [ 0.11749738  0.12141011  0.09425781  0.08562773  0.08152568  0.09945223
   0.07539873  0.12182606  0.0928205   0.11018386]
 [ 0.0900804   0.14780402  0.12089375  0.10503922  0.07820713  0.06369903
   0.08366803  0.06280536  0.13717417  0.11062889]
 [ 0.07834913  0.11035905  0.09496678  0.08957096  0.12632385  0.09369898
   0.09751697  0.09260945  0.10763295  0.10897186]
 [ 0.09157986  0.07360756  0.15954329  0.09806658  0.0807732   0.07599541
   0.11495115  0.09130208  0.14865361  0.06552736]
 [ 0.10341162  0.0872019   0.07614239  0.10069883  0.10930042  0.09066352
   0.07224614  0.11062682  0.11633643  0.13337187]
 [ 0.11582609  0.09659816  0.09897006  0.08746232  0.08930764  0.12700392
   0.06620847  0.08523504  0.11823066  0.11515761]
 [ 0.14500396  0.05247832  0.06514761  0.10203369  0.07593122  0.07974811
   0.09609654  0.12772371  0.11692692  0.13890994]
 [ 0.11630281  0.07818465  0.08382331  0.09888004  0.09870744  0.094868
   0.17335927  0.07979996  0.09018952  0.08588496]
 [ 0.11125945  0.07013199  0.07734428  0.05924152  0.17544325  0.08804619
   0.08932     0.13025881  0.08399019  0.11496429]
 [ 0.08618029  0.13529006  0.09634212  0.09947801  0.08690219  0.09953807
   0.09069108  0.09789766  0.0904973   0.11718325]
 [ 0.09569909  0.09331551  0.18209341  0.13422444  0.09105007  0.08368821
   0.08541851  0.05751011  0.11530235  0.06169831]
 [ 0.05787342  0.17906864  0.1270709   0.10271757  0.07750849  0.13757317
   0.07008015  0.06353361  0.11860086  0.06597318]
 [ 0.12043241  0.04833518  0.09227858  0.0994661   0.10745203  0.08679155
   0.11143158  0.10234939  0.13058335  0.10087997]
 [ 0.14347686  0.03237758  0.08581281  0.06607208  0.15255888  0.06368601
   0.11860301  0.11650338  0.12740631  0.09350311]
 [ 0.11919988  0.06851464  0.09590381  0.07849216  0.12178014  0.07524522
   0.09610094  0.10962336  0.11639539  0.11874457]
 [ 0.11527246  0.05478907  0.05983116  0.0904533   0.0809335   0.09062267
   0.08544559  0.16949394  0.0903936   0.16276464]
 [ 0.14653631  0.053922    0.1049451   0.10139982  0.07569338  0.08613883
   0.14466397  0.09675785  0.12268132  0.06726136]
 [ 0.09855433  0.07764868  0.07184377  0.1092042   0.1217163   0.11152131
   0.10572633  0.09410215  0.0875683   0.12211467]
 [ 0.10101176  0.08350569  0.12183867  0.12556216  0.0651347   0.07907894
   0.08765616  0.12682015  0.11981855  0.08957329]
 [ 0.06767426  0.12102368  0.09792875  0.09707836  0.08915146  0.13108093
   0.08720642  0.09237058  0.12294769  0.09353785]
 [ 0.09743373  0.04558149  0.07967477  0.09629107  0.0989031   0.09787143
   0.08199594  0.13223612  0.09830125  0.17171118]
 [ 0.07880765  0.15370566  0.09974831  0.11057603  0.0898414   0.07968631
   0.09619969  0.09642918  0.09900647  0.09599928]
 [ 0.08054238  0.13519721  0.07034411  0.10173752  0.11136486  0.08982041
   0.10302019  0.08581804  0.12436731  0.09778789]
 [ 0.09780476  0.06061392  0.10019312  0.11458177  0.12259164  0.07210363
   0.15329747  0.09284934  0.11379316  0.07217113]
 [ 0.15304276  0.04520996  0.10321514  0.08642045  0.13543852  0.05049755
   0.16717497  0.06851745  0.0871047   0.10337847]
 [ 0.08959074  0.06682225  0.05760437  0.09337986  0.07378236  0.07774483
   0.0595459   0.24212275  0.09500975  0.14439718]
 [ 0.08851188  0.0990738   0.11075205  0.08566159  0.10328154  0.07035211
   0.20623603  0.05807277  0.09076525  0.08729296]
 [ 0.09972981  0.12288933  0.10284593  0.12492538  0.0820364   0.09436761
   0.06182104  0.09307919  0.13557319  0.08273211]
 [ 0.12297998  0.13691317  0.14740147  0.07727927  0.07342548  0.07553255
   0.09909749  0.05596846  0.15045281  0.06094935]
 [ 0.16820815  0.08537414  0.10448251  0.07666311  0.09071894  0.08168265
   0.0994481   0.06157808  0.14940751  0.08243682]
 [ 0.10153902  0.08647863  0.09549289  0.15077734  0.11113086  0.07947628
   0.10367819  0.10432585  0.08187745  0.08522358]
 [ 0.1544102   0.05371947  0.10449897  0.13825822  0.0772736   0.08511536
   0.07912488  0.05527673  0.13572988  0.11659257]
 [ 0.15806687  0.04418279  0.10182684  0.15105063  0.08094022  0.08428976
   0.06219152  0.12537582  0.10684459  0.08523105]
 [ 0.11977474  0.06329658  0.07510372  0.06816217  0.15383995  0.08211991
   0.11030956  0.13436829  0.09378358  0.09924153]
 [ 0.05654901  0.20564209  0.09077853  0.11185681  0.07143674  0.06623694
   0.10871111  0.09783686  0.10581404  0.08513786]
 [ 0.08717737  0.06758089  0.0699613   0.18516783  0.0694527   0.08190356
   0.0894473   0.11505666  0.12592234  0.10833019]
 [ 0.11134599  0.12222264  0.11030665  0.0929829   0.10461789  0.08059637
   0.12031073  0.07594462  0.1022443   0.07942792]
 [ 0.33147496  0.04136212  0.12066263  0.10022041  0.05061526  0.06303459
   0.05703377  0.06224375  0.11373665  0.0596159 ]
 [ 0.09651524  0.06602466  0.111366    0.10435575  0.10857645  0.08543234
   0.13588493  0.08534142  0.11006761  0.0964356 ]
 [ 0.06678253  0.09930938  0.13171795  0.13072349  0.08518113  0.06372107
   0.0754762   0.11847029  0.13858441  0.09003363]
 [ 0.06358507  0.10196414  0.07912793  0.09333058  0.05791571  0.10712694
   0.06755283  0.18001089  0.11644251  0.13294329]
 [ 0.26568049  0.02404381  0.11360306  0.08183826  0.06874926  0.07852293
   0.06124554  0.12011346  0.0907671   0.09543604]
 [ 0.11798868  0.07962607  0.10371982  0.13539012  0.08721408  0.08682667
   0.10521107  0.11584838  0.07493655  0.09323858]
 [ 0.17429946  0.06354278  0.12628278  0.11590182  0.05775114  0.05897956
   0.1173274   0.07387092  0.13727678  0.07476734]
 [ 0.08339125  0.1581831   0.10010419  0.08796114  0.08626003  0.09292673
   0.09213201  0.09754548  0.08718295  0.11431297]
 [ 0.08213895  0.06478617  0.05505997  0.11323731  0.10864341  0.09037638
   0.08460155  0.15676738  0.10138038  0.1430085 ]
 [ 0.07767168  0.06982519  0.0835721   0.11763971  0.17630892  0.08870928
   0.08960828  0.11801665  0.0705373   0.10811086]
 [ 0.0608019   0.13916451  0.08723195  0.08762132  0.08853838  0.09654183
   0.10088024  0.08248422  0.14843482  0.10830089]
 [ 0.08563176  0.13834977  0.13008548  0.11645288  0.06937788  0.09945431
   0.07653064  0.06215651  0.11135221  0.11060859]
 [ 0.07755322  0.13613909  0.09365498  0.09592064  0.08764092  0.08351029
   0.07077318  0.11266969  0.11288627  0.12925175]]
INFO:tensorflow:global_step/sec: 158.017
INFO:tensorflow:loss = 1.89116, step = 1101
INFO:tensorflow:probabilities = [[ 0.09410692  0.07543752  0.1333379   0.07222895  0.08793127  0.08150462
   0.20418864  0.09164859  0.08081433  0.07880124]
 [ 0.25034711  0.03809197  0.08628739  0.11055172  0.04107101  0.08368501
   0.07626645  0.08396526  0.15653048  0.07320367]
 [ 0.06071317  0.13006753  0.08503273  0.09199116  0.08875406  0.07037316
   0.09966346  0.13466375  0.12668037  0.11206065]
 [ 0.12161588  0.05843182  0.06382055  0.06491846  0.11151771  0.09954755
   0.07013801  0.11486981  0.14177828  0.15336198]
 [ 0.10137518  0.05410976  0.13123193  0.06671796  0.15550756  0.09717439
   0.09162145  0.10575688  0.08533555  0.11116926]
 [ 0.08305477  0.15458056  0.18890426  0.11106206  0.05221556  0.1105146
   0.05169759  0.07585615  0.11132618  0.06078824]
 [ 0.07998602  0.08407447  0.09368186  0.13759124  0.10463098  0.08794098
   0.06341724  0.07979172  0.13560522  0.13328032]
 [ 0.06947418  0.23649548  0.08620447  0.09708959  0.06366094  0.07930785
   0.09551492  0.07875917  0.10472057  0.08877289]
 [ 0.0908516   0.06463493  0.05031927  0.11401271  0.11614478  0.0951243
   0.08023381  0.13866949  0.0766059   0.17340323]
 [ 0.07982084  0.08141793  0.09363943  0.11380391  0.08481932  0.08656301
   0.1124      0.14816283  0.08631114  0.11306155]
 [ 0.06455523  0.14946419  0.10446087  0.10774676  0.07629614  0.09307249
   0.09406099  0.08969831  0.10577334  0.1148717 ]
 [ 0.11068422  0.05624769  0.25407991  0.07085773  0.06125012  0.06929196
   0.14832382  0.07121317  0.08119662  0.0768547 ]
 [ 0.1636505   0.06003883  0.13393989  0.12651104  0.05932701  0.08456823
   0.11486027  0.08557677  0.08849977  0.08302759]
 [ 0.06822721  0.08632327  0.06767771  0.09318764  0.15099241  0.12235446
   0.09729017  0.09495681  0.11498817  0.10400215]
 [ 0.08900039  0.10450841  0.09992462  0.13509122  0.08901612  0.07966121
   0.09298228  0.10975312  0.1179755   0.08208722]
 [ 0.1132072   0.05642273  0.08486175  0.11381042  0.10942702  0.11000701
   0.09441335  0.08438195  0.08324671  0.1502219 ]
 [ 0.06563975  0.25037438  0.0996402   0.12107836  0.06353953  0.06796897
   0.08913798  0.08330216  0.09174429  0.06757438]
 [ 0.06292822  0.10510531  0.14926152  0.14300461  0.07982436  0.05000854
   0.1977267   0.05717153  0.11250769  0.04246159]
 [ 0.18982853  0.07725825  0.0750097   0.11840217  0.09187672  0.11900188
   0.08697308  0.08541974  0.08002976  0.07620011]
 [ 0.14413752  0.10839448  0.13488398  0.09732337  0.08764604  0.09098872
   0.07378111  0.05759132  0.11455967  0.09069384]
 [ 0.10696831  0.05229051  0.05721835  0.07949524  0.10359851  0.09661599
   0.11550142  0.17711633  0.06913523  0.14206009]
 [ 0.07628217  0.09548264  0.0879801   0.12080888  0.06763039  0.0963039
   0.07688422  0.16441807  0.08303271  0.13117689]
 [ 0.12092257  0.06706218  0.07924099  0.06573709  0.06771512  0.08930121
   0.07009984  0.19644286  0.13070078  0.1127774 ]
 [ 0.14828554  0.04791762  0.08734128  0.08111894  0.09511982  0.08200253
   0.10353367  0.13637559  0.08793566  0.13036934]
 [ 0.13369682  0.07068005  0.11020304  0.11507524  0.05860583  0.10114437
   0.09676809  0.11559227  0.10843328  0.08980109]
 [ 0.09315916  0.15903786  0.1345681   0.07500298  0.0774869   0.08583315
   0.09014823  0.05361389  0.14697456  0.08417512]
 [ 0.07977413  0.08377843  0.0833822   0.0905349   0.09875265  0.07557122
   0.16009755  0.12774327  0.10084493  0.0995208 ]
 [ 0.20739314  0.07501566  0.11807609  0.15754983  0.04334257  0.09129336
   0.09222228  0.06752677  0.08039398  0.0671863 ]
 [ 0.13616343  0.0610074   0.18151399  0.15017368  0.05959055  0.08655789
   0.08568686  0.08659342  0.07527671  0.07743608]
 [ 0.10370832  0.0716047   0.17389283  0.10195041  0.06867865  0.08053209
   0.10437638  0.08679049  0.13336194  0.07510412]
 [ 0.09428832  0.06541637  0.09057805  0.06567001  0.13870841  0.07455865
   0.15509458  0.08303551  0.10991102  0.12273911]
 [ 0.16311133  0.12681578  0.14375609  0.05475099  0.07892367  0.08885238
   0.12574056  0.06769799  0.0926915   0.05765972]
 [ 0.08524434  0.13249473  0.10550539  0.17029366  0.05649295  0.05903835
   0.10395748  0.11044808  0.11086394  0.065661  ]
 [ 0.08072547  0.06050732  0.0688986   0.17647368  0.11967902  0.09697332
   0.08326256  0.12268902  0.08061595  0.11017507]
 [ 0.06127051  0.22826393  0.12291659  0.10908673  0.06706798  0.09983958
   0.0586605   0.07441734  0.10351043  0.07496633]
 [ 0.11737948  0.09159447  0.12158203  0.07540973  0.10506004  0.10456468
   0.16508347  0.05591293  0.09013023  0.0732829 ]
 [ 0.08271442  0.08233958  0.06074332  0.07735465  0.13654603  0.07397699
   0.10311962  0.10615635  0.12545019  0.15159889]
 [ 0.07930584  0.10482129  0.11864501  0.06762849  0.10723042  0.11483148
   0.14019538  0.06486715  0.09990003  0.10257492]
 [ 0.06921434  0.2549929   0.0890663   0.10979619  0.07591454  0.06010487
   0.09466354  0.06482977  0.11267658  0.06874098]
 [ 0.14939333  0.06406412  0.16190845  0.10190404  0.05921585  0.04417589
   0.12892245  0.08346032  0.11354157  0.09341395]
 [ 0.06671741  0.15373905  0.12982954  0.0989624   0.07148804  0.08066899
   0.09382901  0.09837757  0.10642266  0.09996533]
 [ 0.06111607  0.27107859  0.09922162  0.10645003  0.07541012  0.0648643
   0.05675881  0.06291848  0.12938915  0.07279286]
 [ 0.1493337   0.08809266  0.15369114  0.06322852  0.08287881  0.06175662
   0.13792029  0.06526538  0.13383235  0.06400058]
 [ 0.09153541  0.05284717  0.0724798   0.09202877  0.10613833  0.06796128
   0.14513288  0.14200591  0.10459575  0.12527454]
 [ 0.12031712  0.06847932  0.09687999  0.14279409  0.07996055  0.09369404
   0.12720148  0.06779514  0.09027952  0.11259893]
 [ 0.08586776  0.11502297  0.0997538   0.07426249  0.10317609  0.14255619
   0.08800606  0.0719552   0.12703286  0.09236675]
 [ 0.1255489   0.06164934  0.09355146  0.09813628  0.0991918   0.05206772
   0.20785229  0.06136141  0.09997974  0.10066108]
 [ 0.10511786  0.03136202  0.15287746  0.08687121  0.12693176  0.04361041
   0.22013313  0.09655195  0.07220807  0.06433618]
 [ 0.06850503  0.0968896   0.07956606  0.07582118  0.13718288  0.0870984
   0.10891307  0.11035547  0.12430574  0.11136253]
 [ 0.15367627  0.07102211  0.09827864  0.08211425  0.10876425  0.09018485
   0.09973171  0.07065959  0.13241319  0.09315524]
 [ 0.20936438  0.04301517  0.07721309  0.12333078  0.09318225  0.13019289
   0.12355232  0.05642133  0.07863617  0.06509165]
 [ 0.11216301  0.05556899  0.11289089  0.10867592  0.0857337   0.04785069
   0.1731322   0.07780554  0.10595653  0.12022245]
 [ 0.10425697  0.03785932  0.07084107  0.11554142  0.09220583  0.08449891
   0.09604736  0.10507897  0.09432822  0.19934198]
 [ 0.14787932  0.07025397  0.13175495  0.09846882  0.09133332  0.0764835
   0.0965865   0.08965062  0.12291147  0.07467762]
 [ 0.15660135  0.06663191  0.09756324  0.11074794  0.05144542  0.09386184
   0.08225929  0.05822353  0.1803585   0.10230704]
 [ 0.06607854  0.11928291  0.07590787  0.12066782  0.08143502  0.09297754
   0.10208025  0.08900563  0.12585008  0.12671436]
 [ 0.12082054  0.07459321  0.07946161  0.16256858  0.05617306  0.10729007
   0.07247869  0.11771455  0.12611677  0.08278284]
 [ 0.10952507  0.07182134  0.07950597  0.11671364  0.08574007  0.10895762
   0.10727578  0.10546191  0.1196213   0.09537737]
 [ 0.14738275  0.03816951  0.1073887   0.07664571  0.10805415  0.08013838
   0.12513056  0.08785735  0.10552616  0.12370677]
 [ 0.1008644   0.11618705  0.09151021  0.16798575  0.06055705  0.06013224
   0.10457769  0.09574345  0.14883138  0.0536107 ]
 [ 0.08382604  0.09452192  0.09299201  0.09609745  0.07930677  0.06488765
   0.10056403  0.18547601  0.08535556  0.11697251]
 [ 0.07661935  0.06978597  0.0527238   0.0906226   0.12059336  0.09115121
   0.09465011  0.12448677  0.1331432   0.14622365]
 [ 0.08709421  0.09497094  0.10886239  0.13133015  0.10033439  0.07545339
   0.09414103  0.10151102  0.10926561  0.09703678]
 [ 0.09914522  0.06051281  0.07295014  0.07812587  0.12732108  0.09269048
   0.07946799  0.16061318  0.09023181  0.13894142]
 [ 0.10132335  0.07790827  0.1202465   0.13617167  0.06542484  0.10439565
   0.09877142  0.12470491  0.10795119  0.06310222]
 [ 0.06098204  0.17844871  0.07516601  0.09875465  0.08503997  0.06458538
   0.09721224  0.09164617  0.15136912  0.09679581]
 [ 0.10372963  0.04784346  0.11682803  0.07850035  0.17210926  0.07409303
   0.12055353  0.07472302  0.10233668  0.109283  ]
 [ 0.0779505   0.06603048  0.07764907  0.08698317  0.14690346  0.08887836
   0.0779894   0.1176377   0.08218335  0.17779465]
 [ 0.06575876  0.14759502  0.1063158   0.09073787  0.13091508  0.08213615
   0.06498951  0.08610467  0.10605312  0.11939402]
 [ 0.10238633  0.07121947  0.07007473  0.08027274  0.1089228   0.10197747
   0.06632444  0.21759138  0.07391249  0.10731807]
 [ 0.08428202  0.12707566  0.13062206  0.09519403  0.11518781  0.0966322
   0.07455743  0.06758317  0.12300088  0.08586479]
 [ 0.09499393  0.11210439  0.08206265  0.09127827  0.06440222  0.08700065
   0.16674595  0.08447836  0.11679561  0.10013805]
 [ 0.09770881  0.11486492  0.08229873  0.13861759  0.07258999  0.10223254
   0.09140769  0.10472095  0.11670105  0.07885779]
 [ 0.08224663  0.0876227   0.158512    0.17738026  0.06072156  0.09523036
   0.09191877  0.06557242  0.12696484  0.05383043]
 [ 0.25919306  0.03320043  0.07778146  0.0819891   0.07918186  0.13819011
   0.09934197  0.06955195  0.08247968  0.0790904 ]
 [ 0.11970092  0.06228051  0.07767644  0.16459735  0.09536562  0.10227954
   0.09816683  0.10203131  0.08146507  0.0964364 ]
 [ 0.06363099  0.23398797  0.09128264  0.09571712  0.06956957  0.07611255
   0.07108001  0.10285729  0.10745299  0.08830886]
 [ 0.07353847  0.18573505  0.10271476  0.09595522  0.07441226  0.09375446
   0.09796935  0.09891912  0.08669427  0.09030709]
 [ 0.08911353  0.12555185  0.08155154  0.10894702  0.05670848  0.07972623
   0.15338457  0.09731329  0.11813937  0.08956417]
 [ 0.07389177  0.1457931   0.11248995  0.10191157  0.08649914  0.11819287
   0.07578505  0.09172969  0.10295817  0.09074876]
 [ 0.07468562  0.1080867   0.12897736  0.07050294  0.10641895  0.12539507
   0.10599302  0.07416746  0.12196539  0.08380748]
 [ 0.0898289   0.15330701  0.09691134  0.13241641  0.07388908  0.09877445
   0.07376193  0.09892575  0.08779247  0.09439272]
 [ 0.09668239  0.09368107  0.07450707  0.07430752  0.10501063  0.09814308
   0.09616037  0.15201977  0.11206807  0.09742011]
 [ 0.15230861  0.08146551  0.10191717  0.06879763  0.08204627  0.07787979
   0.17048483  0.05376783  0.11554775  0.09578461]
 [ 0.10029244  0.04658325  0.11651686  0.20341821  0.06266417  0.11246122
   0.03333942  0.08483942  0.13710663  0.1027784 ]
 [ 0.1592754   0.07119698  0.10095933  0.13287529  0.07146198  0.09013997
   0.0707724   0.10803646  0.07964106  0.11564102]
 [ 0.0851374   0.09961848  0.09351295  0.07722432  0.09471773  0.06141897
   0.2039457   0.10907557  0.11707868  0.05827014]
 [ 0.08346403  0.11562917  0.10782042  0.09608461  0.12538928  0.09209292
   0.10171967  0.09742549  0.08917258  0.09120187]
 [ 0.05898805  0.21355185  0.13390847  0.11872721  0.08047945  0.07032562
   0.07492094  0.06692304  0.10078056  0.08139486]
 [ 0.14925939  0.07433268  0.0726347   0.14432272  0.08336409  0.12452956
   0.07664594  0.05830377  0.11327098  0.10333622]
 [ 0.09704046  0.11525322  0.08108826  0.16777939  0.06760978  0.11535293
   0.05937269  0.07076196  0.15339619  0.07234521]
 [ 0.14446099  0.07630053  0.07043403  0.10675588  0.06702293  0.1300211
   0.07190884  0.13362396  0.11614866  0.08332305]
 [ 0.06715234  0.12528494  0.09502662  0.12585902  0.10609248  0.08158121
   0.12210418  0.10231539  0.07272098  0.10186278]
 [ 0.06812629  0.04875879  0.06547007  0.12086311  0.18926398  0.08114649
   0.0817953   0.14929251  0.07275354  0.12253006]
 [ 0.05687479  0.11392096  0.07059245  0.11978558  0.07727913  0.0929388
   0.0756932   0.16357344  0.12016     0.1091817 ]
 [ 0.10099357  0.1184677   0.09660533  0.13809299  0.04301992  0.11980116
   0.05711818  0.11369541  0.11157598  0.10062981]
 [ 0.13128924  0.06236931  0.11576945  0.12383128  0.09153465  0.10824125
   0.10045815  0.05104465  0.13125616  0.08420577]
 [ 0.14180414  0.02841936  0.13136131  0.06559323  0.06049715  0.07315678
   0.21671265  0.09900708  0.08621804  0.09723025]
 [ 0.05639046  0.17964512  0.08137757  0.10003149  0.09613671  0.09263466
   0.06439871  0.12239444  0.08548959  0.12150122]
 [ 0.14789467  0.05197087  0.11342741  0.08074444  0.09511936  0.0665394
   0.20232189  0.04806496  0.1086654   0.08525156]]
INFO:tensorflow:probabilities = [[ 0.06217423  0.04596307  0.06072768  0.10947642  0.06565412  0.08506268
   0.05548081  0.29402021  0.08556193  0.13587886]
 [ 0.19729428  0.05691586  0.09732927  0.0758501   0.05817164  0.05848756
   0.24086574  0.04815001  0.12184339  0.04509221]
 [ 0.12066241  0.06711534  0.05755688  0.0748795   0.05976627  0.11731077
   0.09219147  0.19697888  0.08543343  0.12810503]
 [ 0.06339754  0.15793577  0.09534127  0.09124944  0.11200732  0.09140433
   0.1251635   0.08487007  0.09692669  0.0817041 ]
 [ 0.13300827  0.04789916  0.04370512  0.11953662  0.08841862  0.09033079
   0.08166607  0.17827493  0.0822067   0.13495374]
 [ 0.10497325  0.03671726  0.06264973  0.07614752  0.14494799  0.0880954
   0.11109209  0.10798471  0.09174231  0.17564973]
 [ 0.07555664  0.10454103  0.07721463  0.09685744  0.1123995   0.09901599
   0.08981387  0.08331539  0.11846865  0.14281683]
 [ 0.12017323  0.05649213  0.10315662  0.13112657  0.09036464  0.13142528
   0.08915418  0.04909296  0.13904884  0.08996558]
 [ 0.1504814   0.06583579  0.11721821  0.12630515  0.06110279  0.05171602
   0.21057621  0.05999206  0.10261222  0.05416019]
 [ 0.12777267  0.10662521  0.08274052  0.12433027  0.061299    0.10577242
   0.1444574   0.07132979  0.11561234  0.06006039]
 [ 0.04272575  0.07101656  0.06538754  0.10094859  0.11389535  0.06751785
   0.12462911  0.09561212  0.17913069  0.13913637]
 [ 0.25092337  0.09641343  0.08134855  0.08787744  0.06643404  0.11451124
   0.07780883  0.04917182  0.11350867  0.06200255]
 [ 0.05380782  0.0809158   0.07506118  0.06937645  0.15672188  0.06247788
   0.23287326  0.08882885  0.11153448  0.06840244]
 [ 0.08857605  0.11285207  0.07102213  0.1155353   0.08807828  0.10351055
   0.1133627   0.08431669  0.11939418  0.10335217]
 [ 0.09199155  0.05219914  0.09123425  0.07690837  0.14884809  0.07342191
   0.15026438  0.09453935  0.09296997  0.12762301]
 [ 0.08525558  0.07809     0.06451077  0.10037696  0.06662194  0.11729649
   0.05004577  0.20345314  0.11296649  0.12138289]
 [ 0.08830287  0.08841348  0.0756264   0.19779249  0.06567685  0.08251755
   0.1513917   0.08649258  0.09981801  0.06396811]
 [ 0.09337412  0.08422318  0.15878707  0.0938823   0.05589715  0.07748768
   0.08621337  0.09142837  0.16677588  0.09193085]
 [ 0.14096594  0.0455032   0.06200301  0.07763845  0.15036325  0.07773379
   0.10045099  0.14241076  0.07145015  0.13148049]
 [ 0.06713162  0.05867184  0.08699547  0.09125653  0.21831766  0.08793692
   0.09585057  0.06838237  0.10295091  0.122506  ]
 [ 0.0553175   0.08514702  0.07605834  0.09116631  0.13765725  0.07868581
   0.12324032  0.10263575  0.14170744  0.10838421]
 [ 0.16017666  0.04345538  0.28481346  0.10370751  0.04354786  0.05324727
   0.1325281   0.04907259  0.09372503  0.03572625]
 [ 0.07581577  0.07838908  0.11230028  0.17268986  0.06606693  0.12330052
   0.07990191  0.11048388  0.09746119  0.08359066]
 [ 0.1375775   0.06219361  0.17578997  0.1193435   0.08993725  0.0630778
   0.09747875  0.10143442  0.06957451  0.08359271]
 [ 0.07262672  0.0381905   0.06626767  0.10214654  0.16016006  0.11242584
   0.06217209  0.15584655  0.0748504   0.15531358]
 [ 0.10255795  0.13022219  0.15428087  0.08189285  0.07481425  0.074342
   0.08201928  0.10966074  0.11731429  0.07289565]
 [ 0.09162533  0.0854539   0.10256626  0.09238183  0.1163673   0.07170441
   0.16642594  0.09190194  0.09834719  0.0832258 ]
 [ 0.20107979  0.04972002  0.1350273   0.09908223  0.09099212  0.05633096
   0.08985861  0.07227973  0.08626556  0.11936371]
 [ 0.36184907  0.01597217  0.05704949  0.15243778  0.03935848  0.05739633
   0.03535777  0.1262598   0.06058206  0.09373715]
 [ 0.13530847  0.07538968  0.12033043  0.11051445  0.09439112  0.05335739
   0.13609865  0.07914402  0.1143121   0.0811537 ]
 [ 0.08372921  0.13301343  0.10851188  0.07816751  0.09855961  0.06024014
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 [ 0.08799209  0.06610063  0.08145543  0.09997544  0.08807227  0.1092185
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 [ 0.08029152  0.07993244  0.08068516  0.10365602  0.0958994   0.079115
   0.08422505  0.15139398  0.12174506  0.12305643]
 [ 0.0777251   0.07259763  0.06517559  0.09880215  0.11941322  0.09455507
   0.07432591  0.10618097  0.09855129  0.192673  ]
 [ 0.11693902  0.06207733  0.08171479  0.13312544  0.09467226  0.12312394
   0.06548466  0.0990177   0.11837891  0.10546593]
 [ 0.08060534  0.12424412  0.09499624  0.0895234   0.07006628  0.07700896
   0.10368562  0.13268168  0.12718451  0.10000387]
 [ 0.04419313  0.26164308  0.11587178  0.12079472  0.07008408  0.09008302
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 [ 0.22210748  0.01950319  0.06619145  0.13982649  0.05189034  0.15923755
   0.05854468  0.09641647  0.07589173  0.11039058]
 [ 0.12656629  0.07476407  0.11878536  0.1986185   0.05638488  0.07159344
   0.06027724  0.1044931   0.08510108  0.10341597]
 [ 0.09328064  0.06222697  0.04923629  0.0873886   0.05014414  0.08713537
   0.06143313  0.29901493  0.10499442  0.10514558]
 [ 0.09318481  0.08728994  0.132774    0.05629113  0.09994277  0.07350397
   0.17451742  0.08012561  0.1080522   0.09431817]
 [ 0.1911796   0.05594116  0.09863237  0.06402581  0.07551166  0.05684756
   0.15464851  0.05981839  0.15276061  0.09063422]
 [ 0.04834211  0.26608047  0.10111981  0.07732012  0.06756019  0.09763954
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 [ 0.21798976  0.03587382  0.10679943  0.07104719  0.06975049  0.04916299
   0.30522722  0.03712481  0.04487182  0.06215248]
 [ 0.08655605  0.04613087  0.08589938  0.16834269  0.04550715  0.06964399
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 [ 0.07129998  0.08821918  0.07655542  0.06529558  0.09367583  0.12042947
   0.07898224  0.11555231  0.14009352  0.14989655]
 [ 0.1066656   0.08264815  0.06764556  0.21786042  0.05855407  0.08766207
   0.1017568   0.08861879  0.12503612  0.06355245]
 [ 0.09233679  0.06649682  0.07418137  0.06812537  0.1684221   0.08181774
   0.11870167  0.07849229  0.11771967  0.13370617]
 [ 0.12918404  0.03642679  0.06632026  0.11043055  0.12117845  0.05637994
   0.16516326  0.07231647  0.13922614  0.10337396]
 [ 0.08249043  0.10114814  0.10639582  0.08803833  0.11200847  0.07190126
   0.15389563  0.06851534  0.12720197  0.08840455]
 [ 0.13476722  0.05449268  0.122703    0.09365199  0.12140197  0.10094061
   0.08717139  0.11081508  0.07649863  0.0975574 ]
 [ 0.09191918  0.1103544   0.11664026  0.07382685  0.13622382  0.06439417
   0.14554152  0.05065726  0.14062521  0.06981733]
 [ 0.08261711  0.14551306  0.09558234  0.07970134  0.0914995   0.09189542
   0.09557312  0.0870716   0.14264593  0.08790063]
 [ 0.13694796  0.05841222  0.06830812  0.07067634  0.13235448  0.07474969
   0.0881242   0.11560731  0.08395489  0.17086482]
 [ 0.07559732  0.12935875  0.1284197   0.0795047   0.08325731  0.09139626
   0.07392517  0.08038742  0.13431482  0.12383863]
 [ 0.07399639  0.14018767  0.08720005  0.12276097  0.08521232  0.08285768
   0.09543965  0.09709974  0.13805942  0.07718611]
 [ 0.11277346  0.14081082  0.11185763  0.08692711  0.07687224  0.09213945
   0.04710804  0.06481502  0.187077    0.07961929]
 [ 0.07849471  0.18231772  0.09075212  0.09038102  0.06029676  0.10377339
   0.08819467  0.05693585  0.17839368  0.07046014]
 [ 0.35609415  0.04208242  0.07226904  0.07923393  0.06609464  0.09217151
   0.08115475  0.06201292  0.06740338  0.08148327]
 [ 0.05251341  0.11557346  0.07745643  0.1021368   0.10133081  0.12110768
   0.09005039  0.08375185  0.10590158  0.1501776 ]
 [ 0.10211418  0.05971081  0.07543259  0.1538057   0.10176304  0.10513449
   0.08470356  0.07982749  0.13422099  0.10328712]
 [ 0.08193474  0.06755035  0.0784189   0.08164669  0.11358891  0.07932802
   0.13236985  0.12654398  0.1414863   0.09713227]
 [ 0.07148176  0.0621344   0.07639375  0.08398467  0.07988116  0.08670614
   0.07531996  0.17907429  0.10987508  0.17514887]
 [ 0.1418864   0.04251432  0.1154514   0.08455885  0.13694619  0.10420075
   0.10598527  0.06835426  0.1394905   0.0606121 ]
 [ 0.05704147  0.26648775  0.08597733  0.0935162   0.06590439  0.07744797
   0.11398531  0.07367353  0.09836878  0.06759721]
 [ 0.09091491  0.10654826  0.10733654  0.0960426   0.05376386  0.10130724
   0.06828493  0.04981507  0.21925056  0.10673607]
 [ 0.07193204  0.06713445  0.04360104  0.14372855  0.10188082  0.06913842
   0.075869    0.12498841  0.09682789  0.20489933]
 [ 0.16501768  0.08253576  0.08516442  0.12833671  0.05248779  0.09369997
   0.06772543  0.08487356  0.10509945  0.13505927]
 [ 0.12316611  0.06038589  0.12256897  0.13101269  0.04436024  0.07688436
   0.07600145  0.17436479  0.12318381  0.06807158]
 [ 0.0837315   0.15185051  0.09700333  0.12170224  0.08366602  0.08065106
   0.08961082  0.09104555  0.09827112  0.10246788]
 [ 0.08657352  0.07034403  0.05283774  0.08417748  0.14725184  0.08880945
   0.09954233  0.13005535  0.08604836  0.15435985]
 [ 0.07759066  0.08666874  0.05453571  0.08584525  0.12049562  0.13313082
   0.06398685  0.1342846   0.085106    0.15835574]
 [ 0.14038287  0.06558338  0.24092446  0.14068283  0.05543097  0.03473221
   0.12538019  0.07444932  0.07414375  0.04828997]
 [ 0.08673676  0.12390782  0.09146661  0.09801059  0.06950854  0.09453632
   0.06461228  0.06303072  0.20578566  0.10240478]
 [ 0.10626242  0.10419355  0.10015946  0.10188762  0.10370932  0.11609646
   0.11126059  0.07745223  0.1007739   0.07820456]
 [ 0.28823724  0.03381652  0.12138242  0.04304571  0.06078819  0.07856599
   0.09424703  0.07976723  0.06477024  0.13537945]
 [ 0.1018647   0.02870457  0.0763018   0.08946682  0.1702929   0.05717734
   0.07201643  0.09803242  0.10294689  0.20319614]
 [ 0.06929454  0.12566938  0.09924445  0.1936027   0.06826957  0.0816802
   0.06292119  0.10624997  0.11242016  0.08064783]
 [ 0.05251041  0.27701628  0.1216718   0.07629675  0.05643488  0.09041398
   0.07574882  0.05292662  0.14216889  0.05481155]
 [ 0.06829768  0.09101884  0.07938338  0.10012414  0.13793953  0.07214317
   0.09350465  0.11097631  0.1088549   0.13775744]
 [ 0.09183151  0.04051789  0.10737735  0.19680791  0.13092922  0.06370102
   0.10818204  0.07268917  0.13838042  0.04958339]
 [ 0.14852546  0.08442989  0.09628475  0.13684806  0.06283826  0.07527835
   0.10067433  0.08987987  0.12273365  0.08250741]
 [ 0.05954114  0.11483085  0.08850334  0.1990024   0.07258096  0.1086261
   0.0844123   0.11124712  0.09217912  0.06907669]
 [ 0.1342379   0.08735733  0.12509787  0.06061242  0.09171805  0.06940594
   0.10601804  0.13335638  0.09587403  0.09632209]
 [ 0.21551977  0.03917515  0.09030902  0.09348851  0.05416526  0.09513421
   0.12486456  0.06809309  0.13467143  0.08457895]
 [ 0.09387377  0.07443137  0.09028362  0.0951957   0.06202319  0.12679231
   0.08985958  0.08299301  0.22588441  0.058663  ]
 [ 0.11142185  0.1309288   0.13704552  0.13114944  0.06746934  0.06446477
   0.08656806  0.05088101  0.14693214  0.07313909]
 [ 0.06235814  0.24721488  0.07369344  0.10521642  0.05397879  0.07335261
   0.06901485  0.07858003  0.13225108  0.10433979]
 [ 0.14155477  0.07589475  0.1163122   0.15434572  0.05389367  0.06913145
   0.15548013  0.05976701  0.11574176  0.05787851]
 [ 0.0822808   0.05801006  0.07415619  0.0718766   0.2045912   0.06927716
   0.1138271   0.09977231  0.10453004  0.12167865]
 [ 0.12728134  0.08466256  0.07668316  0.12898074  0.09191892  0.09582239
   0.07944292  0.11523755  0.10427054  0.09569981]
 [ 0.07494788  0.13053627  0.14404297  0.12127558  0.07446406  0.09579413
   0.08535101  0.06765581  0.0971441   0.10878827]
 [ 0.06736575  0.22514889  0.11967374  0.07801623  0.05652674  0.080266
   0.07105829  0.08976033  0.12230458  0.08987952]
 [ 0.19597676  0.07381063  0.09061031  0.09687515  0.07033735  0.09661051
   0.07329038  0.08199835  0.13176607  0.08872452]
 [ 0.14720075  0.0597187   0.17157331  0.12183733  0.09739414  0.07043532
   0.14877504  0.04731169  0.0860431   0.04971067]
 [ 0.18654615  0.13005567  0.06077771  0.14204602  0.03766602  0.10993376
   0.05034575  0.11352863  0.08289226  0.08620796]
 [ 0.05059246  0.14839435  0.06373893  0.09878127  0.12368765  0.07982894
   0.08814817  0.09624157  0.13276827  0.11781824]
 [ 0.07402878  0.0800814   0.08196522  0.11196104  0.1087876   0.08307432
   0.07737219  0.16654229  0.10582135  0.11036583]
 [ 0.08090516  0.04018229  0.0448163   0.070141    0.13757767  0.0897916
   0.08942254  0.21612972  0.08482976  0.14620405]
 [ 0.07321245  0.10066254  0.10287603  0.09583295  0.07340046  0.12505105
   0.07095573  0.15382855  0.0994464   0.10473377]]
INFO:tensorflow:global_step/sec: 162.798
INFO:tensorflow:loss = 1.69518, step = 1201
INFO:tensorflow:probabilities = [[ 0.13166963  0.02479369  0.09844127  0.08664896  0.07789588  0.07058121
   0.29957324  0.05987973  0.06329426  0.0872222 ]
 [ 0.11936818  0.08458197  0.10521504  0.09972117  0.08936656  0.04996882
   0.26004064  0.0406141   0.06914806  0.08197542]
 [ 0.12961102  0.06786174  0.15211187  0.08195115  0.10281511  0.08492403
   0.12234343  0.03757863  0.15019466  0.07060843]
 [ 0.16377459  0.04626048  0.08850591  0.15160666  0.08782412  0.07602492
   0.05195127  0.05170236  0.24279279  0.03955688]
 [ 0.09864244  0.03236653  0.04463269  0.06249252  0.12812905  0.06784124
   0.09508523  0.17130511  0.09083184  0.20867327]
 [ 0.05269248  0.03806014  0.06565262  0.09088895  0.14702758  0.08369261
   0.09473094  0.13827544  0.09559622  0.19338298]
 [ 0.07436417  0.08688595  0.06602987  0.26873162  0.0700212   0.0776177
   0.11105807  0.0963807   0.08290189  0.06600876]
 [ 0.0930884   0.0887252   0.05026878  0.09714949  0.09407058  0.07842696
   0.08462044  0.11558807  0.11498292  0.18307923]
 [ 0.05967226  0.1019304   0.05269217  0.12963313  0.0624967   0.07185177
   0.07418145  0.2157705   0.10825959  0.12351203]
 [ 0.04366685  0.09548869  0.06725237  0.07865964  0.1221118   0.10868823
   0.09383526  0.0948882   0.15242608  0.1429828 ]
 [ 0.24065018  0.03808446  0.08990655  0.08874958  0.09153231  0.07238386
   0.09381345  0.04091214  0.13319194  0.11077554]
 [ 0.08431156  0.0593655   0.05669837  0.04932734  0.16780779  0.09153458
   0.09132005  0.12666093  0.08835237  0.18462153]
 [ 0.22323814  0.06520709  0.10983726  0.10042598  0.05345211  0.10173777
   0.08429214  0.04896677  0.14746043  0.06538233]
 [ 0.12738872  0.05896984  0.1172663   0.06671711  0.10028096  0.11048509
   0.12997307  0.07181077  0.09468858  0.12241965]
 [ 0.05494964  0.09534931  0.1040053   0.08286471  0.09938507  0.07645446
   0.17314792  0.09451364  0.13907059  0.08025938]
 [ 0.08884264  0.11465153  0.1234597   0.1286225   0.06545166  0.13630396
   0.07010058  0.05208939  0.12684049  0.09363759]
 [ 0.06766913  0.09973234  0.09395236  0.0924034   0.19231565  0.06214086
   0.0919662   0.07737616  0.08921588  0.13322806]
 [ 0.09815249  0.06745569  0.08838462  0.05965736  0.09592714  0.10856977
   0.06208035  0.1492884   0.16977745  0.10070664]
 [ 0.11164392  0.10408014  0.11312413  0.12659034  0.0776424   0.14895292
   0.06175929  0.07369775  0.10830028  0.07420885]
 [ 0.04976627  0.22211106  0.09108856  0.08381208  0.07251464  0.06969077
   0.08842798  0.1033108   0.11779141  0.10148641]
 [ 0.05888164  0.22826512  0.08578882  0.08517195  0.07884277  0.08485769
   0.07864801  0.10815185  0.09321884  0.09817334]
 [ 0.08281945  0.06468324  0.07458708  0.10145578  0.06872869  0.06374428
   0.06982943  0.21052369  0.13329382  0.13033451]
 [ 0.05497117  0.17065468  0.07328156  0.14539391  0.09720174  0.08015436
   0.09834576  0.09028186  0.10637743  0.08333746]
 [ 0.07602437  0.03566578  0.06513628  0.05526023  0.18146372  0.0589536
   0.08938423  0.16264948  0.10500488  0.17045742]
 [ 0.14088179  0.02245249  0.08889866  0.12083534  0.05657992  0.04701951
   0.35465997  0.0674177   0.04780101  0.05345358]
 [ 0.12089671  0.02132615  0.1223937   0.07100686  0.11007243  0.02354368
   0.34258074  0.07017563  0.06500311  0.05300098]
 [ 0.14959741  0.00660031  0.09218031  0.07501239  0.09600288  0.05035919
   0.33039135  0.06894087  0.05974869  0.07116663]
 [ 0.12751609  0.0255022   0.20059788  0.08776604  0.12261451  0.04417156
   0.1927592   0.05732986  0.09352173  0.04822086]
 [ 0.19113536  0.02323512  0.07593063  0.10767183  0.08157632  0.07671741
   0.21200436  0.07960597  0.09710849  0.05501453]
 [ 0.15558608  0.03552716  0.08774811  0.06275646  0.20442207  0.08095371
   0.09106675  0.07035904  0.07924581  0.13233475]
 [ 0.04888528  0.16294107  0.0780833   0.09765065  0.06547413  0.07488524
   0.05913315  0.13303019  0.17250961  0.10740741]
 [ 0.05280109  0.23786257  0.09995528  0.08365573  0.08602628  0.10409433
   0.06419268  0.09756435  0.09288073  0.08096703]
 [ 0.12843621  0.05708749  0.33017004  0.09847019  0.04771142  0.05176793
   0.10085395  0.07187164  0.07702516  0.03660598]
 [ 0.05584365  0.03817739  0.0679813   0.1235465   0.14186984  0.10959432
   0.06265967  0.18754858  0.06547651  0.14730228]
 [ 0.07028057  0.02548385  0.07541443  0.04123593  0.23294809  0.06929515
   0.12535095  0.09501692  0.08920228  0.17577182]
 [ 0.06371936  0.04295765  0.07675144  0.08352566  0.13931856  0.10106567
   0.06900351  0.11463603  0.10269613  0.20632601]
 [ 0.25727442  0.05548292  0.13765678  0.11533384  0.06246445  0.07947348
   0.09078116  0.04705742  0.08093049  0.07354512]
 [ 0.09999147  0.05639882  0.07392888  0.08714966  0.07790702  0.07013846
   0.08896369  0.20695081  0.10715415  0.13141704]
 [ 0.08151051  0.07607111  0.0898779   0.08449383  0.10527113  0.11241797
   0.04599168  0.16416208  0.10950338  0.13070051]
 [ 0.13916408  0.04102981  0.12990753  0.10983249  0.09161358  0.09158075
   0.11565205  0.10444824  0.08030367  0.09646783]
 [ 0.12013304  0.09839739  0.18780753  0.10189737  0.06907364  0.05111593
   0.15201142  0.05537838  0.12218599  0.04199932]
 [ 0.06261677  0.20993328  0.08709566  0.10861213  0.06614953  0.07382169
   0.09840454  0.10165093  0.1012956   0.09041994]
 [ 0.07396378  0.07028542  0.08490487  0.09711598  0.10075186  0.08076966
   0.10288958  0.16067858  0.12597926  0.10266105]
 [ 0.0622162   0.15435876  0.08088496  0.17083055  0.04129974  0.08701873
   0.07280595  0.12167546  0.11584974  0.0930599 ]
 [ 0.08444422  0.09868154  0.09436651  0.08846091  0.06845517  0.06513668
   0.26064816  0.07394442  0.09864178  0.06722049]
 [ 0.12636675  0.06420505  0.09773483  0.07985507  0.11557763  0.10391954
   0.09712385  0.08046441  0.13438511  0.10036782]
 [ 0.06246636  0.22702204  0.09107081  0.09386252  0.07268994  0.06958235
   0.07776336  0.10033158  0.08818547  0.11702553]
 [ 0.08691128  0.07568319  0.07011569  0.03845643  0.20215741  0.07945606
   0.11476232  0.06880125  0.13878645  0.12486989]
 [ 0.07554805  0.03355052  0.03757883  0.05496395  0.18233952  0.06871545
   0.09729729  0.15981056  0.06698444  0.22321133]
 [ 0.04232632  0.19793317  0.10778826  0.09927727  0.07739954  0.07958985
   0.05813961  0.07356974  0.19304764  0.07092859]
 [ 0.06065858  0.08038895  0.06624554  0.0906541   0.14361192  0.08965404
   0.08573545  0.14310659  0.08143588  0.1585089 ]
 [ 0.07463671  0.08936892  0.08988377  0.06044127  0.14699848  0.08457453
   0.09600366  0.0841165   0.10118777  0.1727884 ]
 [ 0.15378867  0.04239348  0.08966305  0.08058956  0.12026042  0.06389686
   0.16522729  0.08945086  0.12305373  0.07167608]
 [ 0.06181386  0.10510321  0.09112984  0.11716509  0.06200738  0.08822791
   0.04258648  0.23057558  0.10298186  0.0984088 ]
 [ 0.11438181  0.05811634  0.10158248  0.07662535  0.12804618  0.05094512
   0.2134407   0.07600646  0.09851295  0.08234256]
 [ 0.08843914  0.08111251  0.07007501  0.14002298  0.12383342  0.0825742
   0.09861149  0.0608126   0.10081598  0.15370271]
 [ 0.075237    0.07061231  0.07148466  0.10033204  0.13672392  0.08230927
   0.0800967   0.09556804  0.08563853  0.20199756]
 [ 0.11654255  0.0528548   0.05076191  0.09818556  0.11957034  0.0934041
   0.06926308  0.1679683   0.11259764  0.11885167]
 [ 0.09778167  0.11090805  0.1371572   0.07811478  0.07250744  0.13023077
   0.05962103  0.08201606  0.15042183  0.08124116]
 [ 0.03742453  0.39416397  0.07948915  0.06509861  0.05276253  0.08265437
   0.04188209  0.07140581  0.10100515  0.07411385]
 [ 0.1666382   0.07283159  0.11639019  0.1180303   0.06971308  0.07592203
   0.10616929  0.10315672  0.11128948  0.05985909]
 [ 0.11603563  0.04384526  0.06027736  0.07928997  0.11947557  0.08296641
   0.10555319  0.13789751  0.08847193  0.1661872 ]
 [ 0.05327624  0.14276434  0.08812563  0.18295763  0.0753729   0.11295711
   0.08029182  0.11462814  0.07457437  0.07505184]
 [ 0.0783452   0.10864475  0.10955969  0.09622696  0.10919046  0.06725975
   0.1604851   0.06010104  0.11311297  0.09707405]
 [ 0.06243525  0.03180161  0.05322343  0.0809836   0.14032392  0.06060208
   0.09529643  0.19475892  0.10713524  0.17343947]
 [ 0.41298997  0.02021436  0.07461514  0.07012125  0.03969923  0.07751109
   0.11974332  0.04840187  0.09557675  0.04112704]
 [ 0.0731515   0.03118431  0.02424876  0.08260567  0.14860335  0.0734193
   0.08011267  0.22071572  0.08617451  0.17978424]
 [ 0.1370903   0.05233049  0.12765959  0.20857979  0.07131583  0.08656336
   0.08576948  0.06114456  0.09024253  0.07930413]
 [ 0.12301485  0.04364887  0.10904913  0.09020348  0.10475803  0.0754251
   0.24866535  0.05644603  0.07475766  0.07403146]
 [ 0.08427516  0.09788647  0.08681247  0.09714396  0.04730904  0.07890559
   0.07648015  0.09653472  0.20741445  0.12723792]
 [ 0.04913     0.07974327  0.05763372  0.10255254  0.15794984  0.06708944
   0.06635151  0.14272456  0.08707462  0.18975052]
 [ 0.07086068  0.06714369  0.0804963   0.13349664  0.06149667  0.07089525
   0.14055775  0.13512819  0.1510008   0.08892401]
 [ 0.11083663  0.02893057  0.03416601  0.09229069  0.1042133   0.08533168
   0.07462689  0.23645131  0.11147179  0.12168109]
 [ 0.08021794  0.02932235  0.07692868  0.09446606  0.10409205  0.06586872
   0.15044691  0.10308268  0.17193308  0.12364157]
 [ 0.05851396  0.2053507   0.08881505  0.0964247   0.07533439  0.08989778
   0.06739336  0.1167864   0.09890056  0.10258309]
 [ 0.21436712  0.05577476  0.10281512  0.12045819  0.03794782  0.09780604
   0.09030722  0.05088571  0.1562963   0.07334176]
 [ 0.09068199  0.08776587  0.09912767  0.06343547  0.05631112  0.12226497
   0.05280167  0.09768363  0.25486892  0.07505877]
 [ 0.07150079  0.0529332   0.04827966  0.05838158  0.1860369   0.08668131
   0.12488034  0.12340566  0.10675219  0.1411483 ]
 [ 0.10552351  0.06916891  0.0683361   0.25035444  0.04728724  0.07741939
   0.05124641  0.14117809  0.07893697  0.11054893]
 [ 0.05300505  0.28828698  0.10815665  0.1236506   0.0487392   0.07389236
   0.08694379  0.07254372  0.07722922  0.06755242]
 [ 0.08127866  0.05613446  0.08467712  0.25103131  0.05911622  0.10089255
   0.0691667   0.10625689  0.11530025  0.07614584]
 [ 0.09609825  0.05510011  0.10791624  0.07426057  0.10659338  0.0770102
   0.12638418  0.12080102  0.11857933  0.11725666]
 [ 0.1203791   0.10242202  0.12326052  0.0923676   0.129546    0.04863887
   0.10571236  0.07092173  0.12113516  0.08561666]
 [ 0.05220903  0.07413187  0.06868353  0.12376707  0.09214272  0.07460666
   0.06907906  0.17347972  0.11339363  0.15850668]
 [ 0.1104504   0.1279109   0.07572048  0.09810804  0.11750958  0.07561755
   0.13166682  0.07178097  0.13843569  0.05279954]
 [ 0.06390701  0.1485541   0.05417683  0.12748112  0.06229998  0.08400217
   0.06436317  0.17491317  0.09108885  0.12921359]
 [ 0.08471474  0.07676107  0.2309268   0.1621889   0.08413074  0.03998946
   0.12119856  0.04629439  0.10608386  0.04771153]
 [ 0.22893681  0.02279075  0.05010519  0.20645209  0.04897291  0.09746261
   0.06178419  0.09554803  0.0943507   0.09359676]
 [ 0.08978418  0.02824194  0.08394706  0.07373368  0.09889086  0.07931455
   0.14975689  0.10638973  0.10093164  0.18900944]
 [ 0.0831679   0.08703774  0.08847026  0.14096414  0.08869613  0.16075361
   0.03866665  0.10514677  0.11400101  0.09309569]
 [ 0.11969861  0.05110519  0.19280967  0.13129853  0.06576494  0.05437708
   0.16148522  0.08040694  0.09496658  0.04808731]
 [ 0.16769516  0.07048699  0.14493147  0.09047458  0.05424474  0.04901441
   0.30461794  0.02739074  0.05642703  0.03471693]
 [ 0.13177091  0.08064721  0.24643703  0.09046302  0.09377401  0.06432503
   0.12083891  0.03616656  0.08838063  0.04719656]
 [ 0.05090614  0.07534199  0.09792628  0.11208424  0.06906006  0.10081708
   0.05796137  0.23738958  0.08611364  0.11239957]
 [ 0.13440482  0.08638109  0.12502711  0.1110742   0.08561287  0.06377655
   0.13242471  0.05096667  0.11453365  0.09579834]
 [ 0.07939477  0.02598814  0.08139662  0.04476149  0.28497863  0.03587648
   0.16983826  0.07179819  0.08652528  0.11944211]
 [ 0.03706685  0.03776319  0.03617979  0.090996    0.08842634  0.08671869
   0.03393524  0.29750317  0.0718702   0.21954048]
 [ 0.06362879  0.09061288  0.07323003  0.09162366  0.0766396   0.06593589
   0.08080465  0.2336863   0.09756959  0.12626861]
 [ 0.10130925  0.05277325  0.22303793  0.1802211   0.0493003   0.03983029
   0.10036457  0.05350564  0.16899884  0.03065888]
 [ 0.49204871  0.01653572  0.09852994  0.06627356  0.04227076  0.07807756
   0.01985125  0.07211809  0.05179755  0.06249679]]
INFO:tensorflow:probabilities = [[ 0.52518481  0.01154682  0.07898685  0.0534872   0.0451335   0.06227828
   0.09104517  0.03693825  0.0493761   0.04602306]
 [ 0.0704575   0.06242135  0.04579835  0.08394555  0.05324399  0.08485064
   0.04812822  0.34004587  0.14206664  0.06904183]
 [ 0.10955641  0.04445983  0.12922007  0.06698937  0.1096229   0.11903628
   0.24289872  0.03911592  0.0990448   0.04005568]
 [ 0.7068435   0.00686616  0.04302708  0.0398278   0.02116954  0.01753831
   0.10999174  0.01194972  0.03141233  0.01137393]
 [ 0.2196956   0.02669607  0.05849608  0.08459134  0.10550458  0.1183959
   0.06653824  0.11342367  0.06090838  0.14575021]
 [ 0.11357082  0.09436104  0.25271186  0.12030526  0.05684697  0.07699192
   0.09429105  0.07085687  0.05572576  0.06433842]
 [ 0.37718686  0.02853742  0.06255137  0.10127243  0.0393886   0.09512936
   0.03826788  0.06817336  0.09764969  0.0918429 ]
 [ 0.06350686  0.21068367  0.06190053  0.10071117  0.06035918  0.08594528
   0.0727226   0.14206204  0.11025514  0.09185362]
 [ 0.1783957   0.04134374  0.13909642  0.23836114  0.07443675  0.09459158
   0.04426297  0.05278048  0.06460392  0.07212727]
 [ 0.05947677  0.10511852  0.09588073  0.06985294  0.08431361  0.07253526
   0.28475776  0.04966809  0.0869115   0.09148479]
 [ 0.08479432  0.0216208   0.04704531  0.12013607  0.11393191  0.096117
   0.06355935  0.228934    0.06970472  0.1541566 ]
 [ 0.09216459  0.0373874   0.11638583  0.07051425  0.13600975  0.08380149
   0.08684172  0.12207889  0.0878179   0.16699822]
 [ 0.07884578  0.04371478  0.06033342  0.08074802  0.14362     0.11125511
   0.05376548  0.19736554  0.09117363  0.13917826]
 [ 0.41789109  0.04139379  0.08225337  0.08148234  0.0606751   0.06555226
   0.07868167  0.039212    0.07670816  0.05615014]
 [ 0.09372844  0.07781444  0.14810908  0.08598119  0.1333493   0.07020519
   0.14725789  0.03490926  0.1388427   0.06980252]
 [ 0.19446261  0.07759663  0.10192617  0.27532738  0.04236828  0.08383676
   0.05267418  0.07405538  0.04659893  0.05115371]
 [ 0.04946835  0.09139515  0.31556639  0.13608147  0.0252668   0.04445312
   0.09765781  0.04401055  0.14621827  0.04988202]
 [ 0.14736904  0.05184615  0.08039406  0.07609415  0.06116799  0.07685514
   0.03556248  0.25716457  0.08341262  0.13013381]
 [ 0.06314011  0.2504757   0.16426004  0.08567946  0.09774632  0.06210403
   0.05072032  0.05130868  0.12522529  0.04933996]
 [ 0.10998711  0.03542074  0.06148785  0.18383551  0.0543516   0.20525874
   0.03540384  0.09671328  0.11276019  0.1047812 ]
 [ 0.03707035  0.21671444  0.07139763  0.1405849   0.06545999  0.0696054
   0.11262662  0.0823821   0.08750105  0.11665747]
 [ 0.05923687  0.08546372  0.11582047  0.2657142   0.03332652  0.15605025
   0.03188087  0.05925008  0.08219851  0.11105853]
 [ 0.10973357  0.02860779  0.08133528  0.05032364  0.24844812  0.08631419
   0.09772078  0.09372929  0.06025317  0.14353415]
 [ 0.11053378  0.07927977  0.18642518  0.09695818  0.09188558  0.07318222
   0.14745459  0.0669485   0.07713768  0.07019449]
 [ 0.08157969  0.03395436  0.03357406  0.08544289  0.05201452  0.07619103
   0.05668058  0.38024378  0.08016523  0.12015387]
 [ 0.04795525  0.1030207   0.09598633  0.10486025  0.05628534  0.10979638
   0.0752369   0.11272696  0.19654241  0.09758943]
 [ 0.18086658  0.02356414  0.06641048  0.07892463  0.06593115  0.1650952
   0.09239835  0.0704808   0.11344679  0.14288189]
 [ 0.04532734  0.0513179   0.05666145  0.1087788   0.15315582  0.09850685
   0.12050716  0.14332502  0.08493406  0.1374855 ]
 [ 0.16307691  0.05394169  0.07899     0.07581223  0.11115818  0.10945045
   0.08553378  0.05418181  0.13409524  0.1337598 ]
 [ 0.06757746  0.11131589  0.12579289  0.21630664  0.03168008  0.07534748
   0.10579403  0.09949982  0.10018781  0.06649785]
 [ 0.05269833  0.09771136  0.08165633  0.05712851  0.11842538  0.09425642
   0.05887932  0.13726902  0.1474226   0.15455277]
 [ 0.16155884  0.07533992  0.11439708  0.12632391  0.08173101  0.08566617
   0.10654403  0.0439414   0.12704593  0.07745166]
 [ 0.06800813  0.05040265  0.05114858  0.05109834  0.13315482  0.09322267
   0.05615807  0.23131202  0.16415504  0.10133968]
 [ 0.03623073  0.19429901  0.16985215  0.09266007  0.10701073  0.09658902
   0.06138827  0.0453813   0.13855924  0.05802948]
 [ 0.11942127  0.08351141  0.10481007  0.16507497  0.06666891  0.13676116
   0.07542151  0.03510765  0.15265784  0.06056516]
 [ 0.05455864  0.14856751  0.13912921  0.0341682   0.20040676  0.08843576
   0.09346864  0.04764533  0.10474727  0.08887264]
 [ 0.03264311  0.2055058   0.07483679  0.08387791  0.12036949  0.07773498
   0.07220615  0.0747608   0.1261885   0.13187647]
 [ 0.2935808   0.04082861  0.09780306  0.08060849  0.11842979  0.05985409
   0.10629224  0.03139733  0.09719797  0.07400759]
 [ 0.0716325   0.20098358  0.22031005  0.10317989  0.04141464  0.04264861
   0.05104284  0.12559964  0.08802693  0.05516138]
 [ 0.05029522  0.06107952  0.13021195  0.24725294  0.03457436  0.05825669
   0.06622947  0.10358559  0.18738857  0.06112571]
 [ 0.07466094  0.00835545  0.09683908  0.09128415  0.14362425  0.04021657
   0.12058155  0.1362167   0.04896104  0.2392602 ]
 [ 0.37356952  0.02187564  0.06564475  0.08748983  0.04608934  0.11413237
   0.03780722  0.07683953  0.10905503  0.06749675]
 [ 0.13005394  0.08484163  0.10206135  0.09801957  0.0531194   0.08582345
   0.20783898  0.048345    0.14778522  0.04211146]
 [ 0.05836063  0.15959568  0.09619328  0.10288104  0.07427925  0.09531756
   0.0580105   0.10195009  0.12244759  0.13096441]
 [ 0.12716787  0.07439177  0.07843082  0.15924256  0.0842114   0.13227957
   0.1273364   0.0625754   0.10554884  0.04881525]
 [ 0.09792218  0.13010959  0.07038116  0.13811964  0.09355618  0.10211882
   0.07466958  0.08977445  0.10319194  0.10015651]
 [ 0.04880646  0.3048456   0.09310543  0.12267641  0.05366177  0.0575199
   0.05892298  0.07524224  0.10533702  0.07988213]
 [ 0.54989386  0.00663732  0.07698408  0.07788279  0.02613644  0.07739933
   0.05637385  0.05872851  0.02968529  0.04027851]
 [ 0.3189972   0.02468847  0.21023738  0.18357101  0.01743733  0.05170329
   0.02895952  0.0363657   0.09518138  0.03285871]
 [ 0.05275532  0.08021021  0.09266359  0.18747696  0.09231728  0.07056272
   0.14924297  0.06153048  0.11130317  0.10193732]
 [ 0.0470752   0.07549893  0.08599094  0.12030078  0.07265475  0.09071568
   0.20545503  0.06496854  0.11134244  0.12599771]
 [ 0.05214788  0.10848787  0.10800558  0.05975445  0.14005513  0.03749031
   0.14961894  0.08876238  0.15611319  0.09956435]
 [ 0.08261739  0.04022632  0.37112266  0.07141695  0.0650176   0.05528139
   0.12062192  0.04938903  0.06005491  0.08425194]
 [ 0.07710241  0.03800096  0.05259004  0.11395172  0.13825803  0.10390247
   0.06141578  0.12901041  0.12210523  0.16366297]
 [ 0.12958762  0.05670996  0.24047145  0.07911064  0.06924789  0.12195323
   0.11093994  0.08081789  0.05026704  0.06089434]
 [ 0.46989596  0.02928044  0.05379234  0.07273974  0.03826867  0.04208733
   0.05216075  0.06449951  0.09453705  0.08273813]
 [ 0.06245939  0.22809428  0.1216895   0.10255044  0.07470699  0.08259242
   0.07643852  0.06102521  0.1008416   0.08960155]
 [ 0.10324234  0.04854788  0.11123402  0.09036176  0.06565506  0.06181108
   0.27363336  0.06822649  0.10610713  0.07118094]
 [ 0.08619696  0.20942399  0.09638396  0.11924101  0.04976232  0.05341276
   0.05770585  0.07470908  0.1771531   0.07601096]
 [ 0.05377733  0.11236034  0.08804812  0.07395472  0.1064894   0.12774268
   0.06219076  0.06475365  0.22166243  0.08902054]
 [ 0.05999379  0.02959475  0.03954123  0.21773539  0.0995719   0.0630452
   0.04100463  0.17786534  0.06992207  0.20172568]
 [ 0.04395752  0.19839454  0.12931165  0.1319761   0.05204251  0.08305311
   0.06002498  0.07239606  0.15843208  0.0704114 ]
 [ 0.08953799  0.08791883  0.16877861  0.10444725  0.06339955  0.1363184
   0.07347928  0.05478082  0.16778061  0.05355876]
 [ 0.10939021  0.10242853  0.12540033  0.09788135  0.07418261  0.12216989
   0.13507181  0.04461327  0.12887816  0.05998391]
 [ 0.03425602  0.03860014  0.06972404  0.09992801  0.23392342  0.08841678
   0.07853048  0.10554657  0.07465416  0.17642044]
 [ 0.06555773  0.11628423  0.1213919   0.15439834  0.12063213  0.07153986
   0.13416311  0.03801676  0.09561939  0.08239651]
 [ 0.04797619  0.07037237  0.0808199   0.1798297   0.10120745  0.08519529
   0.09156606  0.15061095  0.10079941  0.09162283]
 [ 0.06001405  0.08287696  0.09069263  0.10788884  0.092096    0.11750381
   0.09113041  0.11679789  0.08712277  0.15387666]
 [ 0.06851219  0.04763341  0.15231445  0.17286351  0.07005558  0.05966944
   0.13802962  0.16407202  0.0761821   0.05066767]
 [ 0.49571729  0.01147186  0.05861526  0.06074402  0.11126505  0.03588846
   0.0691447   0.04590837  0.05100481  0.06024022]
 [ 0.0756008   0.13206933  0.09656787  0.13930461  0.09038477  0.0660296
   0.20905963  0.02460905  0.10268745  0.06368685]
 [ 0.09991609  0.07547553  0.08502648  0.20274077  0.05801898  0.06185343
   0.07183207  0.13278507  0.10811243  0.10423899]
 [ 0.07611874  0.09244472  0.05168353  0.09868062  0.09285466  0.10068053
   0.1143761   0.11003992  0.10819747  0.15492365]
 [ 0.05863379  0.1004495   0.08313728  0.13390677  0.07813814  0.10280546
   0.09793986  0.06499214  0.21856207  0.06143499]
 [ 0.09378624  0.0205669   0.03616777  0.21653448  0.08796111  0.14961424
   0.10994947  0.09524024  0.10404642  0.08613316]
 [ 0.09630443  0.03156615  0.07526542  0.176972    0.08782731  0.15067336
   0.07631511  0.07276593  0.14075616  0.09155421]
 [ 0.05717197  0.10895477  0.06223844  0.10080092  0.1742959   0.08225467
   0.06510931  0.12669991  0.10301188  0.11946215]
 [ 0.4397341   0.01384741  0.03991601  0.1546614   0.04175008  0.0803974
   0.04624477  0.07234787  0.05030695  0.06079399]
 [ 0.13764516  0.08670135  0.07786874  0.13390887  0.07450397  0.10493413
   0.13694839  0.06147554  0.11142906  0.0745848 ]
 [ 0.05333902  0.25038356  0.10578135  0.06631456  0.0584874   0.0615692
   0.07176325  0.10105981  0.13211025  0.09919155]
 [ 0.39736456  0.01949993  0.09061641  0.08583952  0.06469585  0.06849658
   0.08407595  0.05881836  0.05041518  0.08017766]
 [ 0.05685209  0.22858976  0.10436574  0.12254241  0.06576756  0.06013668
   0.08679505  0.08529314  0.10019206  0.08946549]
 [ 0.06429143  0.17200695  0.07874399  0.1325068   0.10729295  0.09402815
   0.06447469  0.11147989  0.07467575  0.10049944]
 [ 0.14324436  0.03379235  0.02563684  0.0639935   0.14458209  0.06522938
   0.09613726  0.20059182  0.05900475  0.1677876 ]
 [ 0.07016572  0.1385123   0.0740409   0.11618481  0.0786997   0.07768445
   0.11316529  0.06913619  0.15380578  0.10860483]
 [ 0.05600142  0.09185631  0.10854673  0.06282657  0.16044606  0.04285962
   0.30168232  0.03415434  0.0803639   0.06126263]
 [ 0.10211936  0.02767787  0.04301189  0.06946428  0.14023985  0.06524533
   0.0674936   0.26307634  0.04646389  0.17520753]
 [ 0.04158714  0.27386862  0.07236633  0.09734884  0.06133666  0.06172493
   0.0822591   0.08112004  0.08386189  0.14452648]
 [ 0.12661749  0.03385013  0.25327203  0.07187136  0.06741305  0.05929472
   0.22289556  0.04995809  0.086048    0.02877962]
 [ 0.08943435  0.14067449  0.11997782  0.0802534   0.07540854  0.0797706
   0.14866333  0.06749754  0.14024943  0.05807049]
 [ 0.07952619  0.13155246  0.08693057  0.11713007  0.11625163  0.07193816
   0.08398288  0.08316503  0.13114926  0.0983737 ]
 [ 0.08499383  0.10171231  0.15195835  0.11755835  0.08243085  0.08333352
   0.08838735  0.05986     0.16786495  0.06190056]
 [ 0.1879756   0.00974884  0.09042212  0.09563138  0.05026232  0.05817716
   0.35427245  0.03659787  0.0507008   0.0662114 ]
 [ 0.04857107  0.02205615  0.06775756  0.04443095  0.2716715   0.05373684
   0.21044262  0.06573685  0.08882616  0.12677041]
 [ 0.15583505  0.04201594  0.30510649  0.06080974  0.07606221  0.10034081
   0.09680342  0.06541841  0.04650381  0.05110405]
 [ 0.08901966  0.08337266  0.03883081  0.04945278  0.09666084  0.16298267
   0.09265961  0.06915907  0.20740342  0.11045854]
 [ 0.0975634   0.05524884  0.17681567  0.17046833  0.0319046   0.06092012
   0.10362828  0.13019498  0.10398545  0.0692703 ]
 [ 0.09078231  0.07940401  0.09968463  0.09063827  0.1107694   0.1084511
   0.07587763  0.08938919  0.15257813  0.10242532]
 [ 0.04882259  0.12022588  0.05501143  0.10434587  0.13214387  0.08286555
   0.07199231  0.11764832  0.09559102  0.17135315]
 [ 0.08272652  0.11136484  0.1189287   0.07671452  0.09752954  0.11794419
   0.09156638  0.05184366  0.15426597  0.09711558]]
INFO:tensorflow:global_step/sec: 156.717
INFO:tensorflow:loss = 1.54082, step = 1301
INFO:tensorflow:probabilities = [[ 0.16838093  0.07819215  0.13338347  0.19632421  0.05999954  0.09518264
   0.09737297  0.05683284  0.05294738  0.06138397]
 [ 0.42426687  0.02799071  0.09409022  0.05785719  0.06511014  0.12354784
   0.04416465  0.04536568  0.04417966  0.07342704]
 [ 0.03170523  0.09788734  0.04162014  0.07544878  0.13972951  0.09937894
   0.06693305  0.177959    0.08936942  0.17996857]
 [ 0.13547249  0.08813123  0.1394629   0.19082239  0.04566797  0.06365618
   0.09442945  0.09953146  0.0887232   0.05410277]
 [ 0.23752563  0.03946308  0.10242147  0.12630324  0.04598758  0.11750586
   0.09949546  0.08486856  0.07633457  0.07009455]
 [ 0.04781686  0.10670253  0.03636851  0.07940514  0.08184016  0.13501374
   0.06266828  0.22157645  0.08632611  0.14228223]
 [ 0.04786876  0.01705882  0.02761097  0.05835892  0.28771681  0.08457736
   0.0666306   0.17524257  0.05274331  0.18219188]
 [ 0.09488078  0.06103103  0.11979419  0.0517669   0.1036775   0.09419965
   0.25548035  0.04681682  0.11559848  0.0567544 ]
 [ 0.05420238  0.07527734  0.08160426  0.06400125  0.14957376  0.0662584
   0.09428248  0.15383103  0.0846677   0.17630136]
 [ 0.05909941  0.21094976  0.09659953  0.0955997   0.05343246  0.09920274
   0.09488907  0.10027447  0.09825422  0.09169868]
 [ 0.08099272  0.09242433  0.14932261  0.08671913  0.10988571  0.07828267
   0.23469375  0.02620195  0.07143648  0.07004067]
 [ 0.07757049  0.0664559   0.3188363   0.12439868  0.04827715  0.06164076
   0.07787525  0.04489824  0.14674677  0.0333005 ]
 [ 0.51859146  0.0251311   0.06599987  0.10773361  0.02606191  0.03958112
   0.09354605  0.02707575  0.07384099  0.02243814]
 [ 0.03014702  0.09639702  0.06715842  0.05935179  0.12753314  0.14789416
   0.05844083  0.1600831   0.08418165  0.16881292]
 [ 0.06810031  0.16075753  0.18836391  0.07520676  0.05110232  0.10190534
   0.0431104   0.03555306  0.22735363  0.04854676]
 [ 0.0372507   0.18366835  0.06031702  0.12715653  0.0875987   0.07064327
   0.10061122  0.08606396  0.13649026  0.11020005]
 [ 0.07900573  0.08090206  0.10613757  0.07671724  0.07932553  0.09740834
   0.0507467   0.11429083  0.20582741  0.10963859]
 [ 0.05620017  0.18273827  0.12765315  0.10990232  0.07333649  0.07852426
   0.11953286  0.09390067  0.10419554  0.05401629]
 [ 0.04015266  0.35788542  0.08829835  0.06774169  0.04721235  0.08784169
   0.07603902  0.07057774  0.08990879  0.07434226]
 [ 0.05973866  0.17369862  0.1761519   0.08021119  0.05897253  0.06367241
   0.05725824  0.05586487  0.2261956   0.04823596]
 [ 0.14608218  0.03911998  0.19424911  0.09316903  0.07277399  0.09921514
   0.17155769  0.04879822  0.0847161   0.05031856]
 [ 0.06349095  0.08041323  0.06431357  0.0599783   0.17120428  0.09419513
   0.10321009  0.09775828  0.09120857  0.1742277 ]
 [ 0.13846138  0.03475689  0.090771    0.08742038  0.16370039  0.14599435
   0.09649381  0.05241383  0.11111511  0.07887291]
 [ 0.05690268  0.07727171  0.04098571  0.13116062  0.06348062  0.09991187
   0.07030822  0.24654491  0.09775996  0.11567371]
 [ 0.09639626  0.07198249  0.18960935  0.22120492  0.06597017  0.02955127
   0.1351319   0.0582314   0.08954833  0.04237388]
 [ 0.19496298  0.01162615  0.04871128  0.13970014  0.0825651   0.13569009
   0.06727285  0.13945585  0.09167088  0.0883447 ]
 [ 0.03283531  0.03875874  0.03782941  0.12738323  0.04104804  0.08074247
   0.03023568  0.25534463  0.12999861  0.22582382]
 [ 0.03740934  0.04972834  0.04092369  0.10186886  0.04644186  0.05086236
   0.02957436  0.40495187  0.13154331  0.10669599]
 [ 0.04070909  0.06505055  0.11268954  0.09130579  0.04924611  0.05395081
   0.3958047   0.04403206  0.08301156  0.06419985]
 [ 0.05899183  0.14817281  0.20175859  0.05985685  0.10280355  0.08163023
   0.09840862  0.05930974  0.12230784  0.06675992]
 [ 0.09794888  0.02811715  0.0489424   0.09772223  0.10057124  0.07820214
   0.04007667  0.31777945  0.07169835  0.11894152]
 [ 0.06340007  0.19508848  0.13242318  0.07942533  0.08644045  0.05024514
   0.09266379  0.06097513  0.14289963  0.0964388 ]
 [ 0.11532903  0.05969302  0.10331286  0.10427651  0.04496158  0.1506466
   0.08295852  0.09174425  0.16762541  0.07945217]
 [ 0.04448705  0.05640263  0.04544067  0.17788263  0.07145455  0.09032529
   0.10402247  0.19256516  0.11546607  0.10195354]
 [ 0.06294639  0.14621526  0.08123864  0.09830123  0.09154764  0.13698573
   0.07491856  0.08598048  0.12638213  0.09548397]
 [ 0.10953077  0.02245973  0.0808003   0.20305201  0.06886254  0.16019951
   0.07913793  0.05816042  0.16759697  0.05019976]
 [ 0.08647597  0.09522896  0.32340491  0.08134381  0.07584277  0.05349726
   0.16169047  0.04555073  0.03865251  0.03831251]
 [ 0.05047933  0.02391905  0.0280485   0.05069748  0.17286026  0.08467122
   0.07180861  0.14410627  0.09537389  0.27803534]
 [ 0.02574145  0.32558858  0.11254923  0.08885532  0.05602136  0.06823929
   0.039533    0.05362653  0.16871406  0.06113114]
 [ 0.02471191  0.39294308  0.07813358  0.07713346  0.05920951  0.05267698
   0.07737228  0.07852491  0.12268949  0.03660478]
 [ 0.10367554  0.07747076  0.0791002   0.26454881  0.0662889   0.08749188
   0.07726444  0.08146584  0.08204887  0.0806447 ]
 [ 0.09968093  0.08566344  0.09401812  0.20348057  0.06679618  0.07963597
   0.0956446   0.11286736  0.07912669  0.08308625]
 [ 0.07370877  0.12955718  0.14941482  0.03851981  0.21701619  0.09958344
   0.05933341  0.02668427  0.1086961   0.0974861 ]
 [ 0.05624988  0.06489754  0.41746011  0.04126756  0.09526651  0.03758918
   0.14592288  0.04354646  0.05768636  0.04011344]
 [ 0.0439512   0.3603501   0.10206239  0.11029791  0.02863678  0.07551211
   0.06405897  0.05579745  0.08539841  0.07393465]
 [ 0.02611524  0.2289809   0.09766177  0.11422138  0.06298863  0.07229163
   0.07366228  0.08687801  0.15556672  0.08163347]
 [ 0.05026006  0.06163531  0.08937656  0.08901546  0.12821139  0.10494734
   0.12251648  0.08001445  0.12920915  0.14481376]
 [ 0.05880758  0.07140645  0.05492637  0.09841377  0.1313235   0.12409649
   0.09883255  0.10045137  0.12102189  0.14072013]
 [ 0.03503386  0.12695423  0.19575073  0.10119317  0.08025809  0.11836408
   0.12896052  0.04391956  0.1039399   0.06562583]
 [ 0.05288283  0.06426083  0.05454069  0.34620258  0.03352978  0.12530923
   0.03993254  0.11837126  0.07685657  0.08811367]
 [ 0.03530398  0.05931717  0.0383114   0.10464694  0.09691041  0.1110395
   0.06264248  0.2022322   0.10542153  0.1841744 ]
 [ 0.31345806  0.04629381  0.10847861  0.05460231  0.09900656  0.08438438
   0.07435626  0.06179     0.11321713  0.04441284]
 [ 0.13099721  0.06524926  0.05398333  0.06824695  0.22249413  0.14074819
   0.07746234  0.03841414  0.11081152  0.09159293]
 [ 0.07524909  0.11991395  0.39023373  0.11207218  0.03630149  0.04411582
   0.08669132  0.02740013  0.08534613  0.02267615]
 [ 0.08334478  0.05492319  0.08483241  0.08955284  0.0530415   0.05094428
   0.39315459  0.03911238  0.09077228  0.06032174]
 [ 0.04232675  0.06704834  0.08981308  0.12079746  0.07245243  0.18360588
   0.08196378  0.1015688   0.1312834   0.10914014]
 [ 0.07090794  0.03978797  0.15161259  0.03601718  0.30990106  0.08214914
   0.07773502  0.09550817  0.06408198  0.07229886]
 [ 0.04757418  0.18810138  0.105046    0.0825287   0.11703619  0.07891842
   0.23643607  0.02117614  0.05687549  0.06630751]
 [ 0.41801634  0.01487966  0.08841569  0.10013385  0.03636833  0.06062192
   0.13832137  0.05317488  0.05780748  0.0322605 ]
 [ 0.08719933  0.13072643  0.14768189  0.16567972  0.04506598  0.10526039
   0.06317804  0.07429534  0.13412406  0.04678885]
 [ 0.55563647  0.00955422  0.07470354  0.08003864  0.03365487  0.05774477
   0.06611978  0.04725131  0.03095411  0.04434239]
 [ 0.03479877  0.3178643   0.09503751  0.07940188  0.0619665   0.06618641
   0.09033173  0.08069913  0.10085688  0.07285696]
 [ 0.1123668   0.01705224  0.03262471  0.09114303  0.11507054  0.06971398
   0.0688725   0.15813488  0.0945415   0.24047981]
 [ 0.13312085  0.02604542  0.15628918  0.04000093  0.0737475   0.03510862
   0.38832724  0.05323307  0.04984182  0.04428522]
 [ 0.02682729  0.36821529  0.11067832  0.11580525  0.03961399  0.0699773
   0.06908476  0.05910204  0.07687215  0.0638236 ]
 [ 0.09362847  0.03939078  0.10007305  0.07311681  0.21109167  0.06973384
   0.12168979  0.08530752  0.11376168  0.09220644]
 [ 0.07393523  0.03423324  0.10476726  0.03828112  0.18770157  0.09856591
   0.09889847  0.11756838  0.09902407  0.14702471]
 [ 0.04488946  0.14227876  0.25688711  0.17072479  0.02760036  0.07831921
   0.10434195  0.04273799  0.11074953  0.02147079]
 [ 0.07913379  0.0941639   0.15771987  0.31071067  0.03062342  0.11054406
   0.08545104  0.04917069  0.04338482  0.03909765]
 [ 0.17544964  0.0259317   0.02905663  0.1617267   0.06285984  0.14431268
   0.04943071  0.08449914  0.2126184   0.05411462]
 [ 0.03126124  0.02972286  0.28964096  0.12544791  0.06924369  0.02954161
   0.30641827  0.0261026   0.05770857  0.03491222]
 [ 0.03691826  0.29948312  0.10079975  0.07663039  0.0573679   0.08823474
   0.05395083  0.08034891  0.13581681  0.07044928]
 [ 0.03251296  0.17578048  0.06821714  0.14861405  0.07225928  0.07261468
   0.08574974  0.14461249  0.08214575  0.11749345]
 [ 0.02851781  0.31185812  0.11669197  0.07241131  0.05195345  0.06838294
   0.0932755   0.07480329  0.11501531  0.06709039]
 [ 0.12731954  0.05730456  0.37039447  0.10163578  0.034664    0.04429534
   0.09786934  0.04646541  0.08610991  0.0339416 ]
 [ 0.06564223  0.05692179  0.10587395  0.26587728  0.04866711  0.05693624
   0.14420751  0.1275035   0.06571259  0.06265773]
 [ 0.04960943  0.21148472  0.11823506  0.08481468  0.05429098  0.08647455
   0.09866147  0.09761748  0.11835515  0.0804565 ]
 [ 0.12125113  0.03576526  0.08908087  0.08319578  0.13933957  0.13992311
   0.04346647  0.11922401  0.11025719  0.11849668]
 [ 0.06763025  0.08625146  0.38947785  0.06216983  0.04459919  0.03051886
   0.1370654   0.04814829  0.09306739  0.04107155]
 [ 0.14471404  0.01288203  0.107549    0.04836025  0.25883847  0.05175233
   0.15372965  0.08257683  0.06405661  0.07554082]
 [ 0.24499333  0.01911749  0.06903453  0.1031402   0.04755229  0.0511683
   0.17100452  0.08349058  0.14462188  0.06587692]
 [ 0.11349683  0.04884144  0.19872996  0.14110304  0.04833193  0.11518432
   0.12129492  0.09201743  0.0584371   0.06256307]
 [ 0.1467049   0.04542435  0.21141289  0.09995853  0.04509641  0.12975818
   0.04580568  0.0634674   0.16525073  0.04712093]
 [ 0.07291827  0.01287074  0.12548679  0.03595188  0.20176759  0.09561373
   0.11599134  0.11493087  0.0887184   0.13575043]
 [ 0.04374719  0.0426043   0.23120373  0.10996927  0.07367114  0.06277755
   0.2090496   0.07378362  0.11360329  0.03959035]
 [ 0.08883331  0.05258603  0.04245808  0.2290407   0.05456808  0.10209791
   0.05000397  0.13426301  0.12310927  0.12303966]
 [ 0.24331157  0.02012861  0.08224321  0.26534146  0.02140871  0.06770209
   0.02336064  0.17460768  0.06401394  0.03788212]
 [ 0.0276374   0.10254495  0.04054234  0.07609504  0.09279905  0.07089945
   0.08512155  0.16130006  0.17037863  0.17268151]
 [ 0.07097371  0.02428133  0.03465916  0.03892767  0.19602039  0.06683159
   0.12046576  0.18441765  0.07189643  0.19152631]
 [ 0.06125835  0.03576044  0.05204476  0.19208401  0.08827929  0.10961035
   0.06370509  0.22031544  0.05685294  0.12008936]
 [ 0.04186837  0.04033355  0.0652286   0.07431166  0.18287022  0.11045835
   0.08139158  0.12874469  0.11466347  0.16012955]
 [ 0.10300629  0.03104277  0.03394854  0.06879597  0.09776541  0.05703415
   0.06248394  0.27648598  0.06466817  0.20476876]
 [ 0.07537188  0.0408846   0.12008341  0.07726357  0.13334981  0.06496889
   0.28266001  0.05053864  0.08422768  0.07065155]
 [ 0.1080245   0.10047769  0.13162526  0.10584966  0.0522469   0.15693179
   0.08067277  0.02755447  0.18287192  0.05374505]
 [ 0.0408521   0.01182775  0.01767408  0.06899293  0.10590388  0.07795514
   0.04752591  0.35493195  0.05362149  0.22071478]
 [ 0.04158173  0.11060847  0.12729874  0.05876238  0.10822698  0.08045014
   0.22379872  0.03945525  0.16272752  0.04709008]
 [ 0.07586364  0.15624836  0.09468675  0.16551323  0.02733874  0.14197329
   0.0745363   0.0799858   0.10119937  0.0826545 ]
 [ 0.03623424  0.24882351  0.09957421  0.11879371  0.07230677  0.07493509
   0.06453916  0.10699639  0.10316661  0.07463037]
 [ 0.05966344  0.03375398  0.05129236  0.10628142  0.06377818  0.06742056
   0.04030047  0.34114426  0.09304041  0.14332485]
 [ 0.04024359  0.13161664  0.08260227  0.08750287  0.05954752  0.09518474
   0.12179117  0.15144901  0.13058516  0.09947702]]
INFO:tensorflow:probabilities = [[ 0.05022138  0.04988973  0.11689749  0.11195187  0.05272521  0.1310886
   0.05354373  0.15442236  0.19638355  0.08287607]
 [ 0.05094744  0.02696892  0.12417138  0.15263823  0.07597803  0.05832014
   0.11561306  0.13217071  0.13186443  0.13132779]
 [ 0.05971348  0.02724584  0.11751152  0.12988521  0.0702074   0.07825926
   0.30059236  0.05787931  0.10489766  0.05380791]
 [ 0.08760234  0.05930451  0.06269467  0.12007207  0.04472269  0.06176483
   0.29471919  0.05948912  0.1546656   0.05496494]
 [ 0.10353772  0.05065251  0.05678803  0.03843277  0.19856469  0.08961759
   0.13208261  0.14624     0.08600923  0.09807483]
 [ 0.09120502  0.04673304  0.16442811  0.05382911  0.15837808  0.09992071
   0.1375021   0.0494335   0.12178098  0.07678933]
 [ 0.03194164  0.2225454   0.10770267  0.25818205  0.0278803   0.04311385
   0.07611405  0.10892072  0.0814639   0.04213539]
 [ 0.02453747  0.05841792  0.04085266  0.06697492  0.05055275  0.06619517
   0.03269816  0.28269222  0.10866668  0.26841202]
 [ 0.01844493  0.43894222  0.08018626  0.11853284  0.02350121  0.04452353
   0.04366276  0.07438549  0.07224324  0.08557744]
 [ 0.0323478   0.1389911   0.17774262  0.26199239  0.02193651  0.05899979
   0.06683472  0.07566521  0.13995215  0.02553777]
 [ 0.02981928  0.36385629  0.07934459  0.09870996  0.04072295  0.05735185
   0.04371212  0.07589257  0.15009449  0.06049579]
 [ 0.09904241  0.02700662  0.0593881   0.30034754  0.08856372  0.1175667
   0.05438929  0.11267373  0.06023781  0.08078398]
 [ 0.06784099  0.12213065  0.16500796  0.10481272  0.05236853  0.04818158
   0.04318097  0.16221397  0.15386602  0.08039665]
 [ 0.02168455  0.45908648  0.10825038  0.07279178  0.04716974  0.04511338
   0.05985555  0.07245198  0.07898308  0.03461307]
 [ 0.08463141  0.09006069  0.0823893   0.1020142   0.07860255  0.17893927
   0.05882164  0.1076436   0.11816626  0.09873104]
 [ 0.03241413  0.09817968  0.05808076  0.08897954  0.13721792  0.09160651
   0.05815399  0.18139449  0.07104512  0.18292779]
 [ 0.48950598  0.01599875  0.07218191  0.07660556  0.04615739  0.06359717
   0.0649652   0.0481522   0.07197808  0.05085781]
 [ 0.02679891  0.13891532  0.12259208  0.08008578  0.0983303   0.03161405
   0.27366659  0.03730365  0.12932307  0.06137018]
 [ 0.03721615  0.06996586  0.07050163  0.09250616  0.09360455  0.04770978
   0.22942574  0.09442043  0.1792462   0.08540346]
 [ 0.03160989  0.10365941  0.08339832  0.05317311  0.13029176  0.06176886
   0.31797153  0.05596629  0.08096237  0.08119836]
 [ 0.14003959  0.0370426   0.27100897  0.06245143  0.07823324  0.07565487
   0.11524531  0.09490127  0.07313352  0.05228926]
 [ 0.12205567  0.03309877  0.07882445  0.04584571  0.22895634  0.09112093
   0.08560847  0.12068139  0.08142621  0.11238198]
 [ 0.11061861  0.02226454  0.03130586  0.13717344  0.09349343  0.0834123
   0.04962436  0.07490509  0.14448136  0.25272101]
 [ 0.08293495  0.04281665  0.07193249  0.06676628  0.09031032  0.10070156
   0.07175326  0.11025593  0.20141879  0.16110982]
 [ 0.05368589  0.02745309  0.03727314  0.06469814  0.03275155  0.10083678
   0.01581531  0.4490664   0.06840702  0.15001273]
 [ 0.08304014  0.07748312  0.14615481  0.08075285  0.09733164  0.08254347
   0.22888486  0.04056947  0.10206217  0.06117742]
 [ 0.54998904  0.015922    0.08673392  0.04827181  0.02035471  0.10291137
   0.03902686  0.03433332  0.03925307  0.06320388]
 [ 0.52336276  0.00640897  0.15573381  0.04824587  0.03257785  0.03102676
   0.06842358  0.04490591  0.05593455  0.03337992]
 [ 0.07895113  0.11742973  0.11890648  0.09522542  0.07196829  0.14165719
   0.05053605  0.02585212  0.19522512  0.10424844]
 [ 0.20922805  0.01133056  0.10868181  0.2772691   0.05373527  0.0291329
   0.09167612  0.041807    0.12047275  0.05666643]
 [ 0.02325569  0.08511238  0.09152823  0.11071774  0.06172588  0.15458485
   0.0282026   0.13956738  0.20208469  0.10322063]
 [ 0.06164777  0.06590456  0.1184303   0.0531379   0.16417456  0.12541436
   0.13616933  0.06515379  0.09636585  0.11360154]
 [ 0.03185974  0.08224384  0.07045863  0.12212945  0.13281281  0.08214699
   0.06736826  0.14724171  0.1034976   0.16024102]
 [ 0.05419504  0.08605703  0.0372145   0.07096827  0.1432519   0.08032089
   0.03950024  0.26201105  0.11407321  0.11240788]
 [ 0.03334123  0.0557079   0.03438847  0.0880448   0.2205184   0.08687252
   0.04070266  0.09583805  0.10794621  0.23663984]
 [ 0.07263155  0.08235662  0.0747053   0.07013013  0.0741727   0.25747457
   0.04407935  0.08598887  0.13425741  0.10420343]
 [ 0.13094886  0.0146307   0.25106966  0.04393262  0.09601934  0.11054879
   0.1661043   0.01699508  0.10812349  0.06162711]
 [ 0.15984033  0.00867645  0.07797188  0.08045603  0.08138058  0.06630476
   0.14636017  0.18094409  0.04460825  0.15345749]
 [ 0.26794302  0.01927395  0.145504    0.10815623  0.07093972  0.0687395
   0.04969242  0.03669983  0.11877545  0.11427592]
 [ 0.02103508  0.46610695  0.0660399   0.08888613  0.04283658  0.0375475
   0.06896587  0.06257807  0.08473635  0.06126765]
 [ 0.08359358  0.08989823  0.24700405  0.12286135  0.09135991  0.05860839
   0.12222762  0.02223424  0.08964995  0.07256272]
 [ 0.04879216  0.06568652  0.05992256  0.1034836   0.07441072  0.10032556
   0.06539419  0.22420144  0.08466145  0.17312178]
 [ 0.17669964  0.0118591   0.06590828  0.03563202  0.18674995  0.12482144
   0.11691459  0.06396334  0.08689862  0.13055305]
 [ 0.05211441  0.06628212  0.08291473  0.08801122  0.17467745  0.07412973
   0.12253541  0.07182365  0.1198566   0.14765462]
 [ 0.70630562  0.00298118  0.04113413  0.06267496  0.00856344  0.0460419
   0.027186    0.03747888  0.03367259  0.03396125]
 [ 0.02378149  0.02005009  0.05369604  0.06739971  0.039908    0.06305055
   0.02180519  0.55155385  0.08872006  0.07003501]
 [ 0.42166704  0.02812156  0.03484806  0.05167147  0.05323174  0.21757342
   0.04693921  0.03354009  0.06426369  0.04814368]
 [ 0.0616389   0.04801603  0.22002569  0.07063042  0.17596202  0.04586458
   0.17235366  0.0238262   0.13284524  0.04883729]
 [ 0.11117618  0.02447349  0.16227591  0.04365699  0.12440855  0.0532058
   0.29212433  0.08220681  0.05641438  0.05005758]
 [ 0.10218649  0.01990643  0.30440059  0.09971944  0.05648864  0.0583774
   0.09846585  0.11984255  0.06289112  0.07772145]
 [ 0.13837256  0.00915059  0.04043815  0.18817657  0.01663469  0.10911229
   0.02608298  0.30781555  0.11123329  0.05298331]
 [ 0.04989152  0.02008692  0.04927219  0.02550445  0.49857062  0.07055919
   0.07095306  0.05597788  0.09348092  0.06570323]
 [ 0.02588215  0.22301216  0.14045875  0.07468065  0.08655228  0.06327739
   0.17220321  0.03166496  0.12018397  0.06208447]
 [ 0.33071682  0.0230009   0.12629586  0.06509547  0.02513468  0.03172483
   0.2259189   0.01698522  0.12415405  0.03097336]
 [ 0.06654032  0.02208739  0.07465079  0.05101955  0.18710868  0.04685971
   0.16975106  0.19744126  0.0843121   0.10022905]
 [ 0.05447099  0.10056466  0.09980839  0.10025281  0.0883377   0.10918152
   0.03959574  0.09460456  0.16439222  0.14879137]
 [ 0.0641792   0.04638931  0.06230667  0.15551408  0.06214274  0.19609639
   0.02172727  0.10688794  0.21046388  0.07429261]
 [ 0.48581633  0.00781109  0.08909608  0.09769274  0.03036636  0.04537081
   0.04855377  0.06887681  0.08910067  0.03731541]
 [ 0.0289263   0.10871021  0.05588722  0.06463976  0.08145732  0.12076742
   0.04696221  0.10147692  0.28189757  0.10927498]
 [ 0.21684955  0.03889028  0.12057778  0.06646566  0.1353091   0.131807
   0.03391875  0.06238084  0.13693874  0.05686239]
 [ 0.03467146  0.12256107  0.12584189  0.28760815  0.03013017  0.06429491
   0.10463478  0.06094803  0.12215386  0.04715574]
 [ 0.03379001  0.06355939  0.05890019  0.07677116  0.09878973  0.14173244
   0.03131797  0.12834384  0.14441411  0.2223811 ]
 [ 0.15004259  0.02981446  0.08587827  0.09692664  0.13993061  0.12292612
   0.11487459  0.07915961  0.08596972  0.09447734]
 [ 0.08800562  0.03290234  0.03009793  0.08518261  0.11370577  0.08367994
   0.07394707  0.24575214  0.08750785  0.1592187 ]
 [ 0.81906378  0.00256341  0.03630948  0.02342919  0.00823991  0.0209512
   0.03237976  0.00655151  0.01970656  0.03080505]
 [ 0.16182388  0.02813786  0.04325387  0.25274119  0.07531104  0.15740156
   0.07459425  0.05880783  0.08740125  0.06052717]
 [ 0.05123654  0.00893968  0.0227636   0.10519604  0.05425231  0.08468425
   0.01913362  0.45479727  0.0612836   0.13771313]
 [ 0.03559008  0.40617117  0.12006221  0.08670399  0.0637223   0.05519706
   0.0484804   0.0441411   0.09353288  0.04639861]
 [ 0.04319423  0.1080732   0.27159062  0.15004489  0.03230691  0.0579967
   0.08407053  0.06486639  0.1393292   0.04852736]
 [ 0.08279873  0.06844795  0.21466352  0.09868163  0.08756913  0.07978194
   0.15629122  0.05242588  0.09621433  0.06312568]
 [ 0.05697446  0.07052336  0.35039046  0.15072452  0.02220144  0.03206331
   0.08812021  0.09786561  0.09837803  0.03275851]
 [ 0.20241132  0.05566449  0.09343923  0.15117189  0.05678882  0.13824038
   0.09371719  0.05430595  0.09752496  0.05673571]
 [ 0.11790549  0.03306261  0.10230392  0.06962974  0.13331765  0.04994143
   0.17198706  0.07472494  0.20262356  0.04450358]
 [ 0.05084135  0.02991962  0.05952172  0.22120905  0.07892381  0.09364485
   0.09222475  0.11112732  0.21510288  0.04748463]
 [ 0.0676936   0.06953258  0.18072863  0.09284468  0.13873467  0.06224188
   0.10920503  0.06985085  0.17119253  0.03797563]
 [ 0.0380432   0.02815214  0.04012167  0.08198852  0.07745694  0.08951043
   0.05350367  0.25567451  0.06333074  0.27221823]
 [ 0.03868188  0.057437    0.05558991  0.08193928  0.06444972  0.10181993
   0.03065736  0.32232979  0.10559812  0.14149694]
 [ 0.61503011  0.00157681  0.0645723   0.02007575  0.03735342  0.02955376
   0.11006235  0.03615012  0.03189222  0.05373315]
 [ 0.0362503   0.12307919  0.05348302  0.07090902  0.11473398  0.10506276
   0.09347101  0.13124056  0.14778264  0.12398747]
 [ 0.03247326  0.14226079  0.11498784  0.07600078  0.08128302  0.0571155
   0.26276577  0.03213682  0.15594341  0.04503282]
 [ 0.05346395  0.12642136  0.06849668  0.2333919   0.04234673  0.09193123
   0.10368495  0.07846455  0.10526609  0.09653257]
 [ 0.20482427  0.02878245  0.07408417  0.08372515  0.07422391  0.16584465
   0.07062412  0.09662857  0.08545548  0.11580721]
 [ 0.07512437  0.04517217  0.11623876  0.03761575  0.16056688  0.05764928
   0.10630187  0.0757616   0.1700398   0.15552956]
 [ 0.03341094  0.0319543   0.0257393   0.13764559  0.10816322  0.11237771
   0.04110493  0.22232445  0.04940755  0.23787205]
 [ 0.05583207  0.14106321  0.14190681  0.10661046  0.09154818  0.02283391
   0.146727    0.06888363  0.13401158  0.09058312]
 [ 0.08924845  0.04199203  0.48622555  0.11897665  0.01624023  0.03211279
   0.12189684  0.02603296  0.0480534   0.01922114]
 [ 0.09562521  0.20977426  0.09108116  0.05323298  0.0446083   0.14666653
   0.02331688  0.04354569  0.22351354  0.06863538]
 [ 0.05433844  0.06662907  0.0872507   0.09733858  0.03036821  0.14043641
   0.04314757  0.07844358  0.28763747  0.11440998]
 [ 0.07774211  0.05113298  0.15840504  0.203776    0.04511297  0.09689551
   0.11615384  0.12016113  0.1067956   0.02382493]
 [ 0.10945213  0.06785484  0.32600704  0.09961603  0.07177808  0.06680051
   0.08946882  0.03038201  0.05363167  0.08500885]
 [ 0.08607699  0.06452104  0.1766526   0.19226789  0.0647131   0.05547137
   0.12570584  0.03862066  0.10376223  0.09220832]
 [ 0.11998773  0.0743922   0.12614399  0.06286108  0.06931936  0.09134576
   0.08569401  0.06519768  0.23904237  0.06601571]
 [ 0.07732167  0.02801013  0.1252833   0.05864987  0.1137296   0.08919393
   0.34082538  0.0290707   0.09066286  0.04725257]
 [ 0.1489097   0.03315091  0.15021186  0.09991594  0.06235753  0.05597843
   0.21836354  0.07509936  0.0768323   0.07918046]
 [ 0.21025069  0.07839808  0.17362557  0.04207409  0.12545696  0.06725908
   0.12051188  0.01263969  0.13444218  0.03534177]
 [ 0.06498183  0.05430366  0.21350215  0.24517816  0.0163364   0.01864952
   0.20397459  0.0272116   0.14208809  0.01377405]
 [ 0.04654116  0.04466585  0.04328079  0.04289596  0.22343853  0.06317458
   0.08166591  0.10554022  0.11947887  0.22931811]
 [ 0.05130399  0.08376428  0.07229099  0.06139816  0.12736507  0.11429688
   0.14100334  0.10519947  0.0828668   0.16051102]
 [ 0.02960381  0.33129415  0.1068195   0.10986506  0.04438689  0.03872113
   0.02930913  0.0975512   0.16207005  0.05037899]
 [ 0.04639331  0.06595109  0.32914388  0.16250563  0.07559679  0.06145679
   0.10160934  0.03269403  0.07735154  0.04729763]]
INFO:tensorflow:global_step/sec: 159.616
INFO:tensorflow:loss = 1.40654, step = 1401
INFO:tensorflow:probabilities = [[ 0.03376863  0.3339307   0.08173272  0.12076162  0.04438521  0.07520618
   0.06068498  0.09925134  0.0887008   0.06157783]
 [ 0.07386961  0.0302847   0.05057822  0.13544744  0.04929553  0.0844694
   0.03083897  0.36718372  0.06445334  0.11357909]
 [ 0.04720461  0.02094442  0.01721391  0.06475861  0.0439093   0.07349329
   0.02928883  0.51343334  0.06683657  0.12291716]
 [ 0.05947175  0.10188601  0.21088299  0.15398657  0.02436458  0.13144834
   0.10034475  0.08676479  0.08579823  0.04505195]
 [ 0.19695836  0.03411132  0.16410285  0.08389676  0.09741651  0.12098536
   0.12592351  0.02750591  0.07550382  0.07359566]
 [ 0.03076961  0.42068222  0.05601191  0.0837763   0.0408641   0.06667925
   0.06585202  0.05850735  0.11018406  0.06667323]
 [ 0.05288674  0.21555509  0.11468094  0.07157911  0.07711156  0.05405996
   0.17698535  0.05930619  0.10275485  0.07508033]
 [ 0.04184629  0.0656524   0.06391112  0.11614697  0.07290906  0.12008219
   0.09181017  0.20367666  0.07716835  0.1467967 ]
 [ 0.02910763  0.11972962  0.06285685  0.20914429  0.02916443  0.12783369
   0.08167735  0.08780763  0.14789805  0.10478035]
 [ 0.11231615  0.01481038  0.0954724   0.25911775  0.0632825   0.12313027
   0.11496797  0.09224941  0.05956605  0.06508712]
 [ 0.04111591  0.11298592  0.10882195  0.27557409  0.04100427  0.06824138
   0.0359101   0.06161523  0.2307914   0.02393974]
 [ 0.04246886  0.36669606  0.07875119  0.07460874  0.04866173  0.06949449
   0.07839581  0.06609113  0.11644242  0.05838951]
 [ 0.01754754  0.41406992  0.05569429  0.08052044  0.0436613   0.05232996
   0.04649603  0.09311231  0.12323435  0.07333378]
 [ 0.10368358  0.02441736  0.04905287  0.12651858  0.04796909  0.28156805
   0.06315572  0.12435934  0.13209504  0.04718047]
 [ 0.05615165  0.01117064  0.0656843   0.06018078  0.25927627  0.04317803
   0.17865008  0.07298657  0.07179575  0.18092595]
 [ 0.04185719  0.19799007  0.10487272  0.17081669  0.0472966   0.07466038
   0.08513533  0.09064505  0.10327963  0.08344639]
 [ 0.43050292  0.00710374  0.06973416  0.03232893  0.06722102  0.05197601
   0.107558    0.09140521  0.0356954   0.10647457]
 [ 0.06087434  0.05847742  0.22248043  0.0599289   0.04204842  0.08459739
   0.38667354  0.00932643  0.05633408  0.01925909]
 [ 0.22518073  0.00997385  0.03789437  0.12985802  0.10293853  0.12891549
   0.03991796  0.07400337  0.0932614   0.15805635]
 [ 0.05728472  0.0047898   0.08229072  0.03316507  0.1822906   0.07025535
   0.22699226  0.0998443   0.04085134  0.20223588]
 [ 0.06156269  0.06961978  0.12478241  0.18605694  0.0726735   0.06804796
   0.09228629  0.09000177  0.15047149  0.08449727]
 [ 0.01686279  0.19589037  0.07798178  0.06588691  0.08735915  0.06939616
   0.03351426  0.14487381  0.12827745  0.17995733]
 [ 0.23405725  0.00923836  0.14533862  0.0466793   0.11802419  0.08308566
   0.19069432  0.03686913  0.05745239  0.07856072]
 [ 0.05280563  0.04899858  0.10817764  0.10309975  0.07389584  0.17830592
   0.05201064  0.1288816   0.16909066  0.08473374]
 [ 0.04065766  0.01122097  0.02361775  0.04576657  0.24814984  0.08935419
   0.08588335  0.17176922  0.07174252  0.21183792]
 [ 0.03600624  0.00815635  0.05800699  0.04298964  0.22546989  0.04718671
   0.33017856  0.04359826  0.09420952  0.11419784]
 [ 0.43315643  0.01918112  0.12938976  0.04155879  0.05781883  0.03061571
   0.14480251  0.01857683  0.09339986  0.03150009]
 [ 0.01730839  0.05408865  0.28012392  0.0845134   0.12936455  0.03226269
   0.26126698  0.04436227  0.07725523  0.01945388]
 [ 0.04266505  0.01436795  0.0198711   0.06581785  0.0528612   0.04629758
   0.04574165  0.447456    0.10684094  0.15808059]
 [ 0.04827137  0.06322299  0.29110736  0.17549577  0.0501837   0.03717922
   0.21287355  0.01535927  0.0830715   0.02323524]
 [ 0.02270709  0.49745238  0.06155542  0.05797093  0.03511275  0.03549099
   0.05234289  0.07639357  0.10396034  0.05701376]
 [ 0.03049459  0.08068795  0.08720869  0.05087636  0.20321698  0.07344638
   0.07247772  0.11197375  0.1317859   0.15783162]
 [ 0.11048992  0.15925452  0.0735978   0.04054551  0.11391821  0.1710282
   0.06746201  0.03775169  0.16599086  0.05996129]
 [ 0.01459383  0.01731198  0.00750554  0.26202899  0.0283115   0.118769
   0.00992508  0.37797916  0.05709356  0.10648128]
 [ 0.0443599   0.09402224  0.11708239  0.14375526  0.03403835  0.07613131
   0.06604134  0.21648765  0.1229458   0.08513583]
 [ 0.14102989  0.01704034  0.06836028  0.20173334  0.04431164  0.10835718
   0.12589245  0.07664748  0.15816553  0.05846187]
 [ 0.01079614  0.03200661  0.02145515  0.06526812  0.03197223  0.0476176
   0.01515557  0.54967237  0.07625574  0.14980051]
 [ 0.16990881  0.03123362  0.04281316  0.04611329  0.04537601  0.2864112
   0.0435264   0.09089897  0.15576214  0.08795637]
 [ 0.02081031  0.18277152  0.05798962  0.11037709  0.08283854  0.07973164
   0.07901917  0.09461782  0.1691905   0.12265379]
 [ 0.14280339  0.03649499  0.13388772  0.07430454  0.09078763  0.10395459
   0.19245288  0.04561529  0.12172396  0.05797502]
 [ 0.19386743  0.02730627  0.02962521  0.09878288  0.08310436  0.17907661
   0.03525586  0.19459684  0.0650884   0.09329606]
 [ 0.55021405  0.00727044  0.03999907  0.10718889  0.02541866  0.05774923
   0.06661401  0.07440345  0.05143414  0.01970805]
 [ 0.13983653  0.03485093  0.13360918  0.08626264  0.07932464  0.05510925
   0.22131452  0.02715517  0.12430065  0.09823643]
 [ 0.27534461  0.02297372  0.09543312  0.10740872  0.05236346  0.0602484
   0.16264941  0.04461034  0.08768389  0.09128439]
 [ 0.09531229  0.06485844  0.16792335  0.18208484  0.02867668  0.09132816
   0.07808709  0.10215873  0.15050796  0.03906249]
 [ 0.095349    0.04133105  0.09828309  0.06207933  0.09199595  0.20754677
   0.11162458  0.03301737  0.18051529  0.07825747]
 [ 0.15648563  0.0176409   0.06896792  0.23652962  0.04391954  0.11644366
   0.12184431  0.05976197  0.09553982  0.08286665]
 [ 0.09989967  0.0424451   0.05229234  0.10082611  0.07725594  0.11400112
   0.05891683  0.03226267  0.3011702   0.12093011]
 [ 0.0243551   0.33979189  0.06391726  0.12937984  0.0316061   0.04698556
   0.04842756  0.08968308  0.15816641  0.06768728]
 [ 0.14021485  0.03354336  0.31838274  0.06165781  0.08232448  0.06920154
   0.13389714  0.0370966   0.08193523  0.0417463 ]
 [ 0.1404579   0.0143206   0.09314407  0.05989141  0.06416881  0.06212971
   0.39068305  0.04521304  0.08521388  0.04477754]
 [ 0.07673069  0.008168    0.02766732  0.06378546  0.18852639  0.08860784
   0.05386944  0.26653314  0.04239303  0.18371871]
 [ 0.04645421  0.01336935  0.0678345   0.06860964  0.24293417  0.05681974
   0.11303802  0.10972569  0.04927555  0.23193903]
 [ 0.13079786  0.09833618  0.12824081  0.11302689  0.06525157  0.08537994
   0.1277585   0.03214804  0.14237836  0.0766819 ]
 [ 0.08288575  0.01829862  0.04119876  0.17681669  0.09267429  0.17656542
   0.10344247  0.1242317   0.1091709   0.07471547]
 [ 0.03692886  0.16449401  0.2357651   0.10170157  0.02757344  0.06571809
   0.09003068  0.08298302  0.14500085  0.04980443]
 [ 0.01386405  0.53069645  0.05547178  0.05499937  0.02309739  0.0455162
   0.04771866  0.04293406  0.16211718  0.02358475]
 [ 0.09319139  0.07539042  0.0273245   0.11988933  0.02257581  0.37001047
   0.02946556  0.06315881  0.14629945  0.05269426]
 [ 0.54340398  0.00708953  0.04584558  0.11041312  0.01919792  0.1066031
   0.0278062   0.01697626  0.08846007  0.03420426]
 [ 0.07460141  0.11321282  0.10868815  0.0419809   0.19198503  0.08223826
   0.10155996  0.05221989  0.1421971   0.09131657]
 [ 0.03179606  0.07545282  0.04984991  0.03559881  0.16965154  0.12355793
   0.04254195  0.22155379  0.12790151  0.1220956 ]
 [ 0.0902407   0.05585102  0.12786306  0.08821373  0.04980365  0.06736205
   0.02770421  0.22058462  0.12314318  0.1492338 ]
 [ 0.04162623  0.18308268  0.06404316  0.13049363  0.05640334  0.0876366
   0.07438636  0.17783439  0.09166718  0.09282641]
 [ 0.69609916  0.00341782  0.05978623  0.1107947   0.00997288  0.02250963
   0.03204694  0.02787187  0.01541336  0.02208723]
 [ 0.11364843  0.05047293  0.24522288  0.06363325  0.05880055  0.13453031
   0.03050471  0.06243985  0.1824037   0.05834335]
 [ 0.5910688   0.00849557  0.0493184   0.0642804   0.02931485  0.0364457
   0.14193718  0.03666973  0.0236752   0.01879417]
 [ 0.03191811  0.318694    0.06361739  0.06968825  0.08916418  0.11858775
   0.04721774  0.0643783   0.10843053  0.08830377]
 [ 0.01403213  0.56173909  0.1036299   0.05840491  0.03153345  0.04456148
   0.03792328  0.01731337  0.10631004  0.02455236]
 [ 0.7468493   0.0013819   0.03171528  0.05804364  0.00851843  0.01982828
   0.0289625   0.06172543  0.03031494  0.01266028]
 [ 0.02614127  0.06487164  0.04444769  0.1008881   0.02993644  0.08596026
   0.0297352   0.39922199  0.05688348  0.16191404]
 [ 0.01442063  0.5565204   0.0979104   0.05415966  0.03739465  0.03725053
   0.02883904  0.04701333  0.10356193  0.02292945]
 [ 0.02828149  0.1116039   0.15709922  0.18930537  0.02616878  0.05849522
   0.08231676  0.04679805  0.25291204  0.04701922]
 [ 0.03170714  0.1091663   0.35303065  0.12459022  0.08368087  0.05119586
   0.07178493  0.04680553  0.07273126  0.05530735]
 [ 0.07817851  0.07376608  0.0757879   0.32413667  0.03863651  0.0928477
   0.05601029  0.14299925  0.06212823  0.05550878]
 [ 0.02111973  0.09216484  0.11086742  0.19374777  0.05086872  0.09287538
   0.10045152  0.05763394  0.24120715  0.03906351]
 [ 0.28152478  0.02485309  0.07802253  0.18326725  0.02635218  0.05775737
   0.13495931  0.05327478  0.11464399  0.04534472]
 [ 0.06390048  0.07566646  0.08750661  0.09587792  0.04125156  0.11137319
   0.07775228  0.08023041  0.21993628  0.14650482]
 [ 0.07406843  0.07053705  0.3133148   0.08259386  0.0671705   0.06592279
   0.0809638   0.03204251  0.16122256  0.05216365]
 [ 0.04980222  0.02463546  0.03249053  0.1274755   0.0395996   0.25761285
   0.01406923  0.1703825   0.07096457  0.21296754]
 [ 0.02681899  0.08222327  0.06061393  0.11261332  0.10402889  0.07913506
   0.05162688  0.15837896  0.08719316  0.2373676 ]
 [ 0.05712425  0.02893804  0.2546306   0.0440532   0.10948572  0.08292177
   0.23085146  0.0429343   0.08179747  0.06726322]
 [ 0.10626072  0.02040925  0.02683718  0.15369962  0.03335391  0.31094393
   0.0260333   0.09896801  0.17265232  0.05084173]
 [ 0.04838307  0.10544942  0.05140172  0.12601629  0.08587991  0.17212924
   0.04889195  0.15619394  0.11657624  0.08907817]
 [ 0.08507075  0.02902365  0.04202569  0.07058607  0.1428972   0.0740955
   0.11027616  0.10676975  0.14322348  0.19603179]
 [ 0.04608914  0.10268302  0.12915747  0.06243739  0.13781796  0.09243599
   0.19383481  0.04287608  0.10500716  0.08766093]
 [ 0.20096244  0.03566505  0.11130924  0.09253442  0.06435525  0.13059948
   0.09270217  0.09488042  0.0930739   0.08391752]
 [ 0.03544369  0.21757364  0.09165048  0.10562818  0.03520797  0.08475497
   0.05045389  0.05055551  0.2656424   0.06308926]
 [ 0.06708562  0.13134439  0.07363734  0.09692596  0.07040267  0.12546332
   0.05251824  0.07413072  0.22075889  0.08773291]
 [ 0.07873585  0.02875027  0.05902069  0.18008639  0.07469511  0.11720034
   0.20396654  0.06447998  0.13786161  0.05520319]
 [ 0.04456571  0.0391522   0.04712148  0.07388956  0.30935666  0.05756944
   0.08771647  0.08385725  0.09133966  0.16543159]
 [ 0.4622232   0.00885045  0.08145775  0.15489513  0.01040575  0.08427656
   0.02275553  0.05089111  0.08598646  0.0382581 ]
 [ 0.02415039  0.34439388  0.09674004  0.11147409  0.06144138  0.06874797
   0.06382278  0.07201027  0.07681899  0.0804001 ]
 [ 0.44946626  0.05927381  0.09284471  0.01553146  0.10470618  0.08664709
   0.06652249  0.01701686  0.07627872  0.03171236]
 [ 0.06032741  0.05988614  0.0722471   0.13963532  0.05987033  0.13832287
   0.0681196   0.12070726  0.20418778  0.07669621]
 [ 0.03000248  0.28900737  0.06272441  0.11558858  0.03814421  0.0690056
   0.11563925  0.09836898  0.06505901  0.11646013]
 [ 0.02562182  0.06569102  0.0391253   0.06306996  0.18083259  0.06581252
   0.07329629  0.20613018  0.11312953  0.16729072]
 [ 0.01974921  0.18011105  0.1022318   0.15079558  0.01620477  0.15218826
   0.01860442  0.06775369  0.20969957  0.08266153]
 [ 0.03621742  0.04260737  0.02026445  0.1282704   0.14249887  0.1330813
   0.05400595  0.20603982  0.06178728  0.17522717]
 [ 0.09800909  0.0222599   0.07328273  0.44647214  0.0169585   0.07822417
   0.04465066  0.07905219  0.09733314  0.04375746]
 [ 0.04193407  0.07685238  0.22345848  0.23332056  0.03834018  0.03229577
   0.16687573  0.05377927  0.08382347  0.04932013]]
INFO:tensorflow:probabilities = [[  2.95340773e-02   6.31744191e-02   5.75133562e-01   3.33320796e-02
    2.98954826e-02   2.41462234e-02   7.71568939e-02   9.68705118e-03
    1.49704754e-01   8.23548436e-03]
 [  1.84391811e-02   5.55399597e-01   9.41982567e-02   5.02349548e-02
    2.34179050e-02   2.67285369e-02   8.18117037e-02   2.65133642e-02
    9.09383371e-02   3.23181450e-02]
 [  3.49064656e-02   4.69560251e-02   8.03576484e-02   2.40460977e-01
    8.61961842e-02   1.86452016e-01   9.26983207e-02   6.76758960e-02
    1.07744463e-01   5.65520003e-02]
 [  4.85988595e-02   8.83272365e-02   9.94435921e-02   1.75971955e-01
    8.47575441e-02   1.66538998e-01   7.25670978e-02   8.98007751e-02
    8.90864953e-02   8.49074200e-02]
 [  1.23135380e-01   3.02543156e-02   4.98013161e-02   4.18699645e-02
    1.45972937e-01   8.60191733e-02   9.66344327e-02   1.58687577e-01
    6.25419319e-02   2.05082998e-01]
 [  2.85151511e-01   3.41116041e-02   7.53485933e-02   3.22245769e-02
    3.91709581e-02   1.70619950e-01   1.17483236e-01   1.23548042e-02
    1.89465925e-01   4.40689102e-02]
 [  5.22247031e-02   5.89784607e-02   9.16420370e-02   1.02929227e-01
    6.21160828e-02   2.90526658e-01   2.05574818e-02   6.49291798e-02
    1.53208509e-01   1.02887660e-01]
 [  3.63549665e-02   2.54046291e-01   1.05158173e-01   9.63222831e-02
    2.58628093e-02   1.42924473e-01   6.08801655e-02   5.13542779e-02
    1.69649705e-01   5.74468151e-02]
 [  8.65895003e-02   3.06247026e-02   1.03781402e-01   1.97180375e-01
    3.42403315e-02   6.90860301e-02   2.96897918e-01   5.42766973e-02
    8.80478323e-02   3.92751507e-02]
 [  2.29970664e-02   7.17737153e-02   1.03586182e-01   3.43665481e-01
    3.34842354e-02   6.20869063e-02   5.67763075e-02   5.13623320e-02
    2.07894042e-01   4.63738143e-02]
 [  5.17425761e-02   4.78199944e-02   3.92080434e-02   3.71470973e-02
    9.44123566e-02   2.10290864e-01   2.28717085e-02   2.80773222e-01
    9.10754129e-02   1.24658786e-01]
 [  1.12214878e-01   2.96174753e-02   1.30551472e-01   6.46499991e-02
    8.68967101e-02   5.62750511e-02   3.31631035e-01   6.99698403e-02
    4.60196212e-02   7.21738487e-02]
 [  6.96827710e-01   1.41315267e-03   5.28371036e-02   7.69163445e-02
    2.69900523e-02   3.37624960e-02   2.90557537e-02   1.70964003e-02
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    2.00932082e-02   2.95458939e-02   5.82405776e-02   2.49501616e-02
    8.14998224e-02   1.22665614e-02]
 [  4.73528169e-02   4.85762060e-02   7.14319423e-02   1.38000786e-01
    4.87021506e-02   5.50478697e-02   5.49835712e-02   1.46565303e-01
    2.28473112e-01   1.60866261e-01]
 [  4.44912575e-02   1.00314111e-01   1.61060661e-01   6.28159270e-02
    1.81441188e-01   2.11346131e-02   2.72128642e-01   2.61041522e-02
    5.38038015e-02   7.67056569e-02]
 [  1.52477575e-02   3.13007623e-01   1.56517014e-01   5.80173247e-02
    5.97644150e-02   8.34480077e-02   4.50533442e-02   5.50990663e-02
    1.87236920e-01   2.66085118e-02]
 [  2.32189763e-02   9.76676643e-02   2.24329159e-02   7.30005577e-02
    1.09136231e-01   1.37973577e-01   3.07204947e-02   1.81327358e-01
    6.96814209e-02   2.54840761e-01]
 [  1.37818381e-01   7.04007745e-02   1.46390736e-01   1.08073421e-01
    1.14730157e-01   6.63148165e-02   1.83269575e-01   4.41886112e-02
    9.28887874e-02   3.59246582e-02]
 [  2.05657408e-02   4.38790135e-02   1.04292564e-01   1.69303212e-02
    4.65306878e-01   6.83393702e-02   7.26803318e-02   5.71876317e-02
    1.00913733e-01   4.99045253e-02]
 [  6.41006976e-02   8.33329558e-02   1.56225607e-01   3.79182175e-02
    6.30393773e-02   3.35082076e-02   4.55289394e-01   2.09880434e-02
    5.68885840e-02   2.87088268e-02]]
INFO:tensorflow:global_step/sec: 163.076
INFO:tensorflow:loss = 1.25521, step = 1501
INFO:tensorflow:probabilities = [[  1.57478508e-02   7.81156123e-02   3.52754630e-02   1.87148824e-01
    4.73027825e-02   1.75450936e-01   6.46306649e-02   9.96297896e-02
    9.61532071e-02   2.00544849e-01]
 [  1.40628666e-02   5.16854525e-01   1.02165468e-01   6.24724105e-02
    2.34341267e-02   4.10595313e-02   5.82908951e-02   3.79634760e-02
    1.02754392e-01   4.09422740e-02]
 [  1.68499835e-02   4.34280276e-01   8.61353353e-02   5.70548736e-02
    3.73043083e-02   7.37133622e-02   2.12630630e-02   3.68126221e-02
    2.08744094e-01   2.78421789e-02]
 [  9.72614884e-02   4.58534481e-03   1.92148369e-02   3.13673168e-02
    1.95783637e-02   3.96027081e-02   1.60269588e-02   6.18971467e-01
    8.42349604e-02   6.91566020e-02]
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    1.91568688e-01   4.05647084e-02   1.76655483e-02   7.78997838e-02
    2.33767740e-02   5.76594412e-01]
 [  6.84278980e-02   7.29251355e-02   6.85013086e-02   1.46781683e-01
    7.53227696e-02   8.64736214e-02   1.45389631e-01   4.03977148e-02
    1.11686550e-01   1.84093654e-01]
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    4.08657819e-01   2.77622081e-02   1.57259777e-01   5.44357337e-02
    9.58862826e-02   8.31528157e-02]
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    1.81266535e-02   1.68930575e-01   4.57324125e-02   3.52578387e-02
    6.57421798e-02   2.00511999e-02]
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    2.58687492e-02   1.05868407e-01   1.70854386e-02   5.05012795e-02
    1.26242891e-01   3.53961252e-02]
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    1.90548617e-02   4.36343513e-02   1.75948441e-02   5.28807640e-01
    5.81560694e-02   1.57689586e-01]
 [  7.56103247e-02   7.30670542e-02   8.53398219e-02   3.51675719e-01
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    8.33996162e-02   5.52358329e-02]
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    1.24138348e-01   5.72242476e-02]
 [  7.21859261e-02   5.67224175e-02   2.51674384e-01   1.84701696e-01
    5.33091351e-02   1.50246933e-01   4.18718904e-02   3.02802064e-02
    1.05364084e-01   5.36432862e-02]
 [  1.64253637e-02   1.73436180e-01   3.02011650e-02   9.52402204e-02
    8.99738669e-02   8.97176787e-02   2.63681393e-02   2.21492395e-01
    1.42970309e-01   1.14174686e-01]
 [  2.21756119e-02   2.37011574e-02   1.50633797e-01   2.89394874e-02
    1.17716178e-01   4.90770489e-02   4.89700675e-01   1.89850535e-02
    7.26317465e-02   2.64391843e-02]
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    7.93871731e-02   1.24890387e-01   1.31144091e-01   1.22433454e-01
    6.73804581e-02   1.27986297e-01]
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    7.90591836e-02   1.13919834e-02   5.63528776e-01   2.93618087e-02
    3.74425016e-02   8.20288435e-03]
 [  6.15380526e-01   1.31874497e-03   3.79501320e-02   2.66856086e-02
    4.81898151e-02   1.49299175e-01   3.76317166e-02   9.22193471e-03
    6.84425160e-02   5.87981334e-03]
 [  2.22631563e-02   2.47450694e-01   1.36164442e-01   9.98115316e-02
    6.04649745e-02   1.05007619e-01   1.38329178e-01   2.27341559e-02
    1.30699396e-01   3.70749608e-02]
 [  1.87378619e-02   1.61211088e-03   9.57025215e-03   9.70296096e-03
    3.32838804e-01   8.79422724e-02   2.14630719e-02   5.02319783e-02
    4.66490537e-02   4.21251565e-01]
 [  9.57690477e-02   2.61042807e-02   3.24459136e-01   2.57440835e-01
    1.26649477e-02   5.68758845e-02   3.63522209e-02   8.22915509e-02
    8.25326219e-02   2.55093891e-02]
 [  1.06613599e-01   6.97318241e-02   2.03571409e-01   1.08469345e-01
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    1.53607935e-01   5.58772720e-02]
 [  3.38124633e-02   2.28378363e-02   2.60947645e-02   8.15710947e-02
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    1.45705447e-01   8.18693712e-02]
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    8.62218663e-02   2.66357753e-02   3.30838189e-02   4.22284782e-01
    1.32146016e-01   9.94366333e-02]
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    5.66706583e-02   1.91017479e-01   3.33794504e-02   6.98577762e-02
    4.07258719e-02   1.00847572e-01]
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    1.62671030e-01   5.55174164e-02   1.69295356e-01   8.54294747e-02
    1.15103722e-01   5.25040887e-02]
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    2.23283008e-01   1.58631057e-02]
 [  9.01129022e-02   4.10682224e-02   1.04011007e-01   4.30037118e-02
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    1.89247951e-01   3.27292494e-02]
 [  4.88700271e-02   5.61757386e-02   2.12461464e-02   9.00583118e-02
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    1.40332386e-01   1.43809110e-01]
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    7.86459967e-02   5.45270033e-02]
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    8.58592428e-03   7.10982690e-03]
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 [  2.78574005e-02   1.08482733e-01   2.88711041e-02   8.41296390e-02
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    1.40253007e-01   1.07360139e-01]
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    1.00696348e-01   5.84200881e-02]
 [  7.30044693e-02   1.64669715e-02   5.94680533e-02   1.07285321e-01
    1.98004797e-01   1.85978949e-01   6.58705831e-02   4.27731723e-02
    9.41625461e-02   1.56985164e-01]
 [  1.69681124e-02   3.30877900e-02   8.78379941e-02   4.77893576e-02
    5.48042767e-02   3.77966426e-02   6.20793581e-01   9.66948085e-03
    8.00516382e-02   1.12011554e-02]
 [  1.71590615e-02   1.90592036e-02   2.00993214e-02   5.90654761e-02
    3.14848423e-02   7.91853815e-02   1.27705708e-02   5.75933814e-01
    1.26825690e-01   5.84166497e-02]
 [  2.82134324e-01   4.98813018e-03   8.67473707e-02   4.40903418e-02
    2.40587257e-02   3.01581115e-01   1.38384193e-01   8.96823499e-03
    8.87569040e-02   2.02906989e-02]
 [  5.91379926e-02   7.44521022e-02   9.35063660e-02   8.43697488e-02
    6.99434206e-02   7.86161944e-02   2.71906734e-01   5.05149476e-02
    1.57715783e-01   5.98366857e-02]
 [  3.39586772e-02   3.41494471e-01   5.73866367e-02   1.95676804e-01
    8.89888965e-03   7.02709705e-02   3.73278223e-02   5.97317778e-02
    1.47203475e-01   4.80504446e-02]
 [  2.71606054e-02   1.83860511e-01   8.47204328e-02   1.98691159e-01
    3.74223031e-02   5.76827936e-02   1.13780580e-01   3.79845090e-02
    1.74035296e-01   8.46617594e-02]
 [  1.72127292e-01   8.82324111e-03   8.88250470e-02   6.74907342e-02
    2.00244561e-02   2.72525325e-02   2.49435399e-02   4.77499932e-01
    6.33453354e-02   4.96679284e-02]
 [  1.49375796e-02   1.62441865e-01   8.86765867e-02   4.76478115e-02
    8.76167193e-02   5.06390445e-02   1.80053860e-01   8.95515010e-02
    1.05699293e-01   1.72735721e-01]
 [  5.10935336e-02   6.49276823e-02   1.11759901e-01   4.77581203e-01
    2.41863225e-02   7.95807540e-02   1.78773589e-02   6.98174983e-02
    4.95654233e-02   5.36102913e-02]
 [  1.06776543e-01   7.58589339e-03   2.26597264e-02   3.34560014e-02
    8.99274424e-02   4.14890498e-01   2.65353639e-02   6.90420493e-02
    1.39985695e-01   8.91407505e-02]
 [  1.84528716e-02   2.63645649e-02   1.58498231e-02   7.72578046e-02
    1.93186268e-01   8.19990784e-02   5.81548437e-02   1.29137695e-01
    7.92184845e-02   3.20378512e-01]
 [  1.07753299e-01   1.45345554e-02   1.98196229e-02   9.09313187e-02
    5.99326566e-02   6.26979694e-02   1.84636097e-02   4.77170289e-01
    4.26396802e-02   1.06056973e-01]
 [  5.06783485e-01   1.06624309e-02   5.82740121e-02   8.62136483e-02
    2.00427901e-02   1.30979344e-01   1.01770081e-01   2.16499977e-02
    5.06451540e-02   1.29791070e-02]
 [  3.47734913e-02   2.39396803e-02   2.38680094e-02   5.96902966e-02
    2.70712137e-01   7.62522072e-02   1.11730568e-01   4.49452102e-02
    6.45291358e-02   2.89559275e-01]
 [  4.59632277e-02   1.27980337e-01   3.03190406e-02   8.80614445e-02
    1.44042283e-01   9.16306749e-02   6.08065054e-02   1.33729845e-01
    8.69927779e-02   1.90473944e-01]
 [  6.64125532e-02   2.51394417e-02   6.52892366e-02   5.34160733e-02
    4.34536487e-02   6.00130409e-02   6.09926045e-01   1.00830272e-02
    4.15269248e-02   2.47399621e-02]
 [  1.01410069e-01   3.38400602e-02   2.57447839e-01   3.32908064e-01
    1.89753901e-02   9.97938141e-02   2.71532163e-02   4.17627171e-02
    7.81996921e-02   8.50910041e-03]
 [  7.30568290e-01   4.94436303e-04   5.34008183e-02   7.18171895e-03
    2.54151169e-02   5.77150434e-02   4.56095859e-02   2.58425511e-02
    3.73857431e-02   1.63867269e-02]
 [  8.99927504e-03   6.77678466e-01   3.23919468e-02   4.33905683e-02
    1.92249920e-02   3.43177803e-02   2.08603609e-02   4.84644026e-02
    7.66476765e-02   3.80244553e-02]
 [  1.71088837e-02   4.04856235e-01   4.85338531e-02   1.50606409e-01
    4.36831079e-02   6.26420602e-02   5.08295260e-02   6.52459264e-02
    6.72864094e-02   8.92075598e-02]
 [  3.81084643e-02   1.13589175e-01   4.93615061e-01   8.04416835e-02
    3.40742581e-02   5.27262576e-02   4.08795886e-02   1.01152426e-02
    1.21974088e-01   1.44761503e-02]
 [  1.56963468e-02   9.35826544e-03   7.09397942e-02   2.30518550e-01
    1.90982651e-02   4.67880517e-02   2.74357907e-02   3.46013576e-01
    1.55987412e-01   7.81639665e-02]
 [  2.57658157e-02   3.83808184e-03   5.77831175e-03   8.54482874e-02
    4.49707657e-02   1.86356097e-01   2.34724022e-02   2.31544241e-01
    9.27874744e-02   3.00038576e-01]
 [  7.71718249e-02   7.37532303e-02   7.57549107e-02   5.73708043e-02
    1.44479766e-01   8.42760950e-02   1.16319537e-01   4.32037339e-02
    2.19471112e-01   1.08199082e-01]
 [  2.01172475e-02   2.63365917e-02   1.54961720e-02   1.04618289e-01
    5.05189300e-02   3.19533870e-02   4.54316707e-03   5.53201139e-01
    4.46793139e-02   1.48535743e-01]
 [  6.05565822e-03   1.72139689e-01   4.43184935e-02   8.92961770e-02
    1.67499408e-02   4.43702340e-02   1.34125054e-02   3.83508146e-01
    6.61658794e-02   1.63983315e-01]
 [  1.35404915e-02   6.53376756e-03   1.98525079e-02   2.46502608e-02
    5.68469167e-01   7.24387690e-02   5.38198724e-02   5.06562553e-02
    4.53385115e-02   1.44700468e-01]
 [  3.03839855e-02   2.29914293e-01   1.71308741e-01   1.13971464e-01
    2.82287467e-02   3.58262844e-02   4.03100140e-02   3.57130542e-02
    2.84830809e-01   2.95126438e-02]]
INFO:tensorflow:probabilities = [[  9.17857215e-02   4.67258096e-02   7.72330239e-02   1.79253116e-01
    4.64241095e-02   1.30228683e-01   6.39065057e-02   1.11857101e-01
    1.65511623e-01   8.70743096e-02]
 [  3.21357176e-02   5.49850501e-02   4.96864207e-02   1.59734800e-01
    9.14474279e-02   2.07634941e-01   5.00026308e-02   1.11255169e-01
    1.26222149e-01   1.16895594e-01]
 [  4.90722507e-01   1.09828655e-02   4.71454263e-02   6.46580607e-02
    1.17393471e-02   3.27410959e-02   8.23665261e-02   4.44011278e-02
    1.53286263e-01   6.19567223e-02]
 [  1.63119044e-02   2.98361899e-03   2.62089204e-02   8.77057761e-03
    5.01054585e-01   1.68323725e-01   3.28890383e-02   4.88179773e-02
    4.99328934e-02   1.44706756e-01]
 [  3.42179462e-02   6.38136566e-02   2.42333263e-02   1.13696255e-01
    2.52896622e-02   7.76017755e-02   1.34657286e-02   4.37734902e-01
    6.08505569e-02   1.49096146e-01]
 [  1.64234880e-02   1.51668536e-02   1.11449519e-02   2.75675505e-02
    4.08157706e-01   1.22739568e-01   5.14114797e-02   8.71637389e-02
    1.00389428e-01   1.59835249e-01]
 [  1.28401695e-02   1.54639035e-01   3.66698951e-02   4.05592233e-01
    1.52438702e-02   7.53443018e-02   4.53968458e-02   2.06672959e-02
    2.00734451e-01   3.28719020e-02]
 [  4.60685976e-02   1.68554243e-02   1.77658260e-01   4.38494653e-01
    1.24470452e-02   1.05258293e-01   4.55931388e-02   4.68533188e-02
    8.33166912e-02   2.74545252e-02]
 [  9.19886380e-02   1.84217393e-01   1.49587035e-01   2.47480497e-01
    6.68471074e-03   9.29506123e-02   6.93283509e-03   5.44914566e-02
    1.19819216e-01   4.58475761e-02]
 [  1.42658772e-02   9.69877001e-03   4.23693145e-03   1.46524590e-02
    1.03589110e-01   2.70812958e-02   1.61553882e-02   1.65789068e-01
    9.07701477e-02   5.53760946e-01]
 [  1.14578344e-02   6.67303979e-01   6.80670068e-02   5.60635477e-02
    2.89096478e-02   1.26970056e-02   2.67156623e-02   3.64209302e-02
    7.23972097e-02   1.99671891e-02]
 [  2.25041490e-02   6.91655204e-02   3.49339806e-02   8.23360384e-02
    2.00693477e-02   6.73878118e-02   1.20868823e-02   4.89297986e-01
    8.30582678e-02   1.19159982e-01]
 [  4.60815839e-02   1.63285226e-01   8.14212337e-02   4.76196855e-02
    7.22505078e-02   1.84128374e-01   1.14618167e-01   9.55839269e-03
    1.41091183e-01   1.39945686e-01]
 [  4.03620750e-02   8.94363225e-02   4.67494018e-02   2.78068502e-02
    1.78990573e-01   1.55387223e-01   6.45098984e-02   1.02802165e-01
    1.43001094e-01   1.50954500e-01]
 [  1.11066781e-01   1.92385688e-02   2.85591427e-02   2.09172115e-01
    1.37714818e-02   2.28834257e-01   3.46953310e-02   1.05518855e-01
    1.64749533e-01   8.43939558e-02]
 [  1.21819027e-01   2.37261620e-03   1.65036663e-01   2.45024059e-02
    6.63648173e-02   4.41564173e-02   4.95800436e-01   9.45102703e-03
    4.41623926e-02   2.63342485e-02]
 [  6.00483179e-01   2.08286755e-03   1.22612625e-01   5.31020053e-02
    1.26857124e-02   3.02833784e-02   1.06896929e-01   2.27930993e-02
    3.47426124e-02   1.43176354e-02]
 [  1.10596735e-02   3.80685367e-02   2.25463510e-02   7.75944144e-02
    8.06927234e-02   5.14245369e-02   4.81117368e-02   1.52202621e-01
    6.83781132e-02   4.49921310e-01]
 [  2.78043002e-01   2.65786815e-02   1.57327220e-01   4.47863191e-02
    3.57903428e-02   8.39158148e-02   1.24113776e-01   1.05805099e-02
    1.94998056e-01   4.38662693e-02]
 [  1.45016545e-02   4.43233130e-03   2.94832643e-02   3.68964821e-02
    3.33765119e-01   4.06409390e-02   2.93961074e-02   1.56293035e-01
    4.37108986e-02   3.10880125e-01]
 [  2.54488792e-02   2.63146963e-02   4.43771370e-02   4.22208011e-02
    2.09777951e-01   9.63832065e-02   6.89540133e-02   2.03442261e-01
    8.32262859e-02   1.99854761e-01]
 [  1.42844366e-02   1.91891640e-02   1.41016357e-02   4.74202298e-02
    8.44332278e-02   7.38210306e-02   2.98972260e-02   3.00779670e-01
    1.28590584e-01   2.87482828e-01]
 [  4.48566712e-02   3.98243330e-02   9.29101482e-02   1.38694748e-01
    2.48501711e-02   3.58252712e-02   2.02085041e-02   3.65871459e-01
    1.45513326e-01   9.14454609e-02]
 [  1.14358868e-02   5.50344102e-02   8.82727876e-02   3.73843387e-02
    1.21745445e-01   3.69254276e-02   3.84105414e-01   4.69550155e-02
    1.40396491e-01   7.77448118e-02]
 [  8.79018754e-02   1.18973851e-02   2.88580358e-01   3.08722615e-01
    1.63481291e-02   2.21942104e-02   9.29308906e-02   1.74034480e-02
    1.37279823e-01   1.67412460e-02]
 [  2.17095912e-02   7.42574856e-02   2.89063565e-02   6.53829128e-02
    1.62193164e-01   1.03471838e-01   2.92795524e-02   2.49165937e-01
    9.68862027e-02   1.68746889e-01]
 [  1.22348703e-01   5.05939946e-02   9.26888883e-02   1.72162786e-01
    4.12278287e-02   1.85415491e-01   5.28992079e-02   4.14569490e-02
    1.39160901e-01   1.02045208e-01]
 [  6.36697635e-02   1.28914695e-02   4.86325808e-02   3.55473697e-01
    2.56799292e-02   1.02391526e-01   1.76168889e-01   1.19750209e-01
    3.96065377e-02   5.57354465e-02]
 [  9.56563931e-03   8.49635247e-03   2.61592735e-02   1.30983107e-02
    4.63264078e-01   3.17614302e-02   9.28946957e-02   6.84878826e-02
    1.07548326e-01   1.78724051e-01]
 [  8.65243748e-03   1.83683343e-03   2.06838921e-02   5.28918160e-03
    7.84398615e-03   3.64417606e-03   9.33967531e-01   1.85937807e-03
    1.12273311e-02   4.99523617e-03]
 [  6.06169961e-02   4.38391902e-02   6.14470690e-02   4.61662784e-02
    1.86602086e-01   2.06676215e-01   3.87510322e-02   1.50616750e-01
    6.41965270e-02   1.41087875e-01]
 [  1.66504532e-02   4.40705232e-02   3.84443738e-02   8.86214152e-02
    1.64196581e-01   1.27338842e-01   6.61019906e-02   1.67159483e-01
    5.32129891e-02   2.34203309e-01]
 [  2.15330590e-02   2.20708102e-02   6.16021501e-03   3.93888913e-02
    3.15117426e-02   4.26314026e-02   1.01217683e-02   5.68693757e-01
    4.65379953e-02   2.11350322e-01]
 [  2.40814798e-02   3.66616547e-02   1.44059867e-01   1.87551066e-01
    2.23872010e-02   2.58859601e-02   1.53944835e-01   2.30790764e-01
    8.63033235e-02   8.83338973e-02]
 [  2.32896321e-02   1.66064337e-01   5.34560308e-02   3.26540858e-01
    1.85869224e-02   4.82676663e-02   1.08922996e-01   1.12035669e-01
    8.82915035e-02   5.45444377e-02]
 [  5.65734148e-01   1.34821550e-03   1.87260404e-01   4.19118069e-02
    3.42314392e-02   2.25661676e-02   2.11118441e-02   1.85320005e-02
    8.28446075e-02   2.44593341e-02]
 [  4.97159213e-02   4.80062841e-03   7.50633888e-03   1.80675443e-02
    1.03528984e-01   1.29553229e-01   1.74112152e-02   3.08478028e-01
    7.99135268e-02   2.81024575e-01]
 [  1.06085585e-02   2.90001873e-02   1.97570454e-02   5.85136339e-02
    1.45437539e-01   6.53356016e-02   3.06712221e-02   1.74305737e-01
    1.09541945e-01   3.56828541e-01]
 [  1.59596186e-02   6.58102557e-02   7.32469261e-02   3.27249691e-02
    1.51097879e-01   4.11120057e-02   3.46990943e-01   2.94301230e-02
    7.74383470e-02   1.66188970e-01]
 [  6.11339994e-02   3.76003236e-02   2.84148604e-01   1.12800285e-01
    9.16008800e-02   1.07930712e-01   1.62382275e-01   2.12130751e-02
    5.97015284e-02   6.14883602e-02]
 [  1.24737052e-02   2.60603242e-02   1.06364172e-02   3.37486491e-02
    6.53894618e-02   8.05596784e-02   1.13803800e-02   4.49064136e-01
    1.43402264e-01   1.67285025e-01]
 [  3.71737778e-03   6.99943364e-01   4.81911972e-02   4.41443473e-02
    1.49638383e-02   1.40032070e-02   2.95095760e-02   4.89646010e-02
    6.85628727e-02   2.79995091e-02]
 [  1.18124671e-02   1.58713723e-03   3.95923294e-02   7.38123059e-02
    1.10350028e-01   1.38952121e-01   1.29738823e-01   2.84662008e-01
    4.34212871e-02   1.66071445e-01]
 [  8.65379442e-03   6.95180893e-01   4.95791957e-02   2.75407713e-02
    1.68332346e-02   3.12688164e-02   1.40961604e-02   3.09721045e-02
    8.71011987e-02   3.87738235e-02]
 [  3.79486158e-02   1.76067948e-02   3.86486128e-02   4.50814813e-02
    2.75303483e-01   5.67567870e-02   6.55044615e-02   1.52444735e-01
    1.12262949e-01   1.98442057e-01]
 [  8.33631039e-01   2.15259986e-03   3.71594504e-02   1.08235646e-02
    1.15061915e-02   2.47651935e-02   2.68281009e-02   1.62279941e-02
    2.11213082e-02   1.57845058e-02]
 [  1.06969714e-01   2.54607387e-02   1.67849630e-01   1.03892453e-01
    4.75784354e-02   1.24031283e-01   1.59313396e-01   5.97749241e-02
    1.59125566e-01   4.60038669e-02]
 [  8.50795582e-03   5.24269138e-03   7.90563226e-03   2.89749093e-02
    1.91277992e-02   2.77409535e-02   6.81690173e-03   6.89777017e-01
    6.80364221e-02   1.37869686e-01]
 [  3.13712507e-02   1.08909723e-03   1.25394529e-02   8.53086356e-03
    6.77909613e-01   6.69308230e-02   5.17225005e-02   4.81575057e-02
    2.26146504e-02   7.91342482e-02]
 [  2.74363160e-02   6.65901899e-02   5.62723875e-01   1.07214525e-01
    3.63129750e-02   1.61183812e-02   9.02758986e-02   1.42062912e-02
    6.25328943e-02   1.65887028e-02]
 [  2.80701537e-02   8.36965814e-03   2.02167392e-01   1.22922175e-02
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    4.79049608e-02   3.13139588e-01]
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    2.15213537e-01   8.44277143e-02]
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    3.08099128e-02   3.55823943e-03]
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    5.68687208e-02   1.17958859e-01]
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    6.48720711e-02   2.14219131e-02]
 [  9.31158125e-01   1.31112116e-04   6.17646985e-03   1.16454996e-02
    1.98282418e-03   1.88110396e-02   6.53855409e-03   8.19942448e-03
    1.11914827e-02   4.16540913e-03]
 [  2.70468649e-02   4.43625031e-03   1.78852323e-02   6.43578768e-02
    2.11223975e-01   1.78384364e-01   4.66898829e-02   1.81134760e-01
    8.42208043e-02   1.84620023e-01]
 [  6.66550174e-02   7.60873780e-02   2.61963189e-01   1.26490355e-01
    1.21607203e-02   1.07271992e-01   4.88368124e-02   1.92589983e-02
    2.71178603e-01   1.00969523e-02]
 [  8.10635462e-02   1.26562966e-02   4.25661132e-02   3.32338005e-01
    6.58997986e-03   1.99841455e-01   3.03674061e-02   2.70011891e-02
    2.45788649e-01   2.17873342e-02]
 [  5.56252711e-03   8.10812354e-01   2.51470692e-02   1.43691953e-02
    7.77228549e-03   1.40137682e-02   2.02301629e-02   1.31021617e-02
    8.24757740e-02   6.51450362e-03]
 [  3.03698368e-02   5.44041358e-02   4.10060883e-02   1.81008279e-02
    3.71709973e-01   1.35833651e-01   5.64818755e-02   2.73550320e-02
    1.59310341e-01   1.05428204e-01]]
INFO:tensorflow:global_step/sec: 162.312
INFO:tensorflow:loss = 1.09483, step = 1601
INFO:tensorflow:probabilities = [[  6.71046600e-02   1.83706097e-02   3.39803845e-01   1.57880619e-01
    2.23931056e-02   8.69963318e-02   7.09380507e-02   3.93350646e-02
    1.76503003e-01   2.06746645e-02]
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    1.24775968e-01   7.00111464e-02]
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    9.32160690e-02   3.28547060e-01]
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    8.75171795e-02   1.95246711e-01   9.81323421e-02   1.37152225e-01
    9.73522365e-02   2.35056922e-01]
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    2.96498109e-02   7.50303119e-02]
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    5.22965156e-02   2.51198471e-01]
 [  6.94900155e-02   5.33961505e-02   9.21764821e-02   1.40667260e-01
    2.94612888e-02   1.77485168e-01   2.84314811e-01   9.62843094e-03
    8.29164311e-02   6.04639053e-02]
 [  4.08250950e-02   2.28936493e-01   6.33274689e-02   5.87264411e-02
    7.03975037e-02   7.54439533e-02   4.75307070e-02   3.79137732e-02
    3.48225325e-01   2.86731701e-02]
 [  2.03696061e-02   3.30995955e-03   1.56257004e-02   4.68512140e-02
    3.41996849e-01   2.21226569e-02   3.63239199e-02   1.24123558e-01
    2.60596983e-02   3.63216788e-01]
 [  4.57688905e-02   2.72395951e-03   2.42724363e-02   7.84116983e-03
    4.03197587e-01   4.94004451e-02   1.14163831e-01   6.13286719e-02
    3.47068161e-02   2.56596178e-01]
 [  7.95307159e-02   4.13807761e-03   7.67545402e-02   3.34854797e-02
    2.32748259e-02   3.86183262e-02   6.77403629e-01   1.00162411e-02
    4.61421423e-02   1.06360530e-02]
 [  5.18675037e-02   6.59388229e-02   6.03148416e-02   1.49413288e-01
    5.47377542e-02   3.07612389e-01   6.91377670e-02   2.12554131e-02
    6.80513531e-02   1.51670963e-01]
 [  1.24851605e-02   1.06799372e-01   2.14418415e-02   3.40564102e-02
    2.19912138e-02   4.40261252e-02   8.48926790e-03   5.81964314e-01
    9.42249894e-02   7.45212659e-02]
 [  8.04838955e-01   5.88375435e-04   2.12557781e-02   4.58504893e-02
    3.01864976e-03   5.78845516e-02   1.08561022e-02   1.49698695e-02
    9.40783694e-03   3.13293710e-02]
 [  1.47345280e-02   3.21504831e-01   1.20273337e-01   5.03511280e-02
    3.00492905e-02   6.70547709e-02   1.66619495e-01   3.01155653e-02
    1.48924336e-01   5.03726862e-02]
 [  8.03786665e-02   9.94431600e-02   1.32737920e-01   2.34989494e-01
    1.10719409e-02   1.22905836e-01   1.93079058e-02   4.33564931e-02
    2.36137390e-01   1.96711626e-02]
 [  4.58225682e-02   1.40603349e-01   1.12698667e-01   5.18639460e-02
    7.16539025e-02   1.68584794e-01   1.63391724e-01   2.36684997e-02
    1.54007331e-01   6.77051991e-02]
 [  7.88112342e-01   7.13291054e-04   2.67820843e-02   1.33796372e-02
    6.35714876e-03   3.71073969e-02   1.58151872e-02   5.81325553e-02
    2.82645579e-02   2.53357682e-02]
 [  1.28742680e-01   9.32516623e-03   7.96164572e-02   1.99222919e-02
    1.44973695e-01   3.86349224e-02   2.89424449e-01   9.01458189e-02
    7.01394156e-02   1.29075050e-01]
 [  3.44747840e-03   7.14818060e-01   4.15734835e-02   2.76684724e-02
    2.63588410e-02   2.36572251e-02   9.80462693e-03   1.57877281e-02
    1.19521581e-01   1.73624773e-02]
 [  2.63910860e-01   5.98972663e-04   3.18771183e-01   3.66050750e-02
    5.85477427e-02   2.20617484e-02   2.34417394e-01   2.10836884e-02
    1.80747919e-02   2.59285867e-02]
 [  2.39739916e-03   1.84723865e-02   1.49968117e-02   1.20606758e-02
    5.94840825e-01   1.21187501e-01   4.66865264e-02   1.55758467e-02
    5.71504124e-02   1.16631567e-01]
 [  3.13507877e-02   4.83465446e-05   3.89441941e-03   4.69129812e-03
    1.04706520e-02   5.41655254e-03   9.35832620e-01   1.24786352e-03
    3.35479877e-03   3.69267934e-03]
 [  9.94331948e-03   9.61748287e-02   2.76550829e-01   1.49957180e-01
    1.90811362e-02   2.69172732e-02   2.94880420e-01   2.23826244e-02
    8.73777941e-02   1.67346541e-02]
 [  7.02498674e-01   2.82493792e-03   6.16381541e-02   2.72087920e-02
    1.12271439e-02   3.66482325e-02   1.12520307e-01   6.52212137e-03
    2.36337204e-02   1.52780972e-02]
 [  3.45265865e-02   4.54519689e-02   7.22820237e-02   5.39822131e-02
    4.02257107e-02   3.19685452e-02   6.29046857e-01   1.35260513e-02
    4.05457988e-02   3.84442098e-02]
 [  9.21083018e-02   4.24755132e-03   3.18773210e-01   1.84746664e-02
    2.48331711e-01   1.34491637e-01   9.43343863e-02   1.38409799e-02
    3.03547960e-02   4.50426936e-02]
 [  6.88016564e-02   1.14225950e-02   5.38215488e-02   2.11966798e-01
    1.43775605e-02   2.98410743e-01   4.93788719e-02   2.67756600e-02
    2.41795912e-01   2.32486520e-02]
 [  9.42618489e-01   5.93601144e-05   1.88876130e-03   4.70233755e-03
    1.76145951e-03   3.16034593e-02   6.89369394e-04   4.66303434e-03
    4.02210327e-03   7.99155608e-03]
 [  1.28780315e-02   6.52714595e-02   2.57345550e-02   3.35400365e-02
    3.68335128e-01   8.57257172e-02   7.08155856e-02   5.97250052e-02
    5.10068163e-02   2.26967543e-01]
 [  8.74744635e-03   1.21897534e-01   4.82138038e-01   8.24265406e-02
    2.04204209e-02   1.26143377e-02   1.67570025e-01   2.09834781e-02
    6.86896965e-02   1.45123620e-02]
 [  1.31248645e-02   7.30948001e-02   1.41268179e-01   3.51759233e-02
    1.08001679e-01   2.70809103e-02   4.70626563e-01   1.81633737e-02
    6.18324205e-02   5.16312867e-02]
 [  8.11696984e-03   3.98051441e-02   2.84340754e-02   5.71845435e-02
    1.97449457e-02   5.10051697e-02   1.07988287e-02   4.08296317e-01
    1.39995575e-01   2.36618385e-01]
 [  2.20116246e-02   4.92179394e-03   2.55888086e-02   8.42948817e-03
    5.69446504e-01   7.33455643e-02   5.72352521e-02   1.72428787e-02
    6.29476830e-02   1.58830374e-01]
 [  1.28016531e-01   2.03267904e-03   2.68863857e-01   3.90757956e-02
    1.16807431e-01   3.52614969e-02   2.21789256e-01   5.25343977e-02
    7.03377724e-02   6.52807951e-02]
 [  1.03478506e-02   8.54652300e-02   4.98167872e-02   7.90992007e-02
    1.01816505e-01   7.81454816e-02   4.36574548e-01   2.32321657e-02
    5.09703010e-02   8.45319182e-02]
 [  3.36866155e-02   1.71200767e-01   7.10740238e-02   1.45794451e-01
    3.78597938e-02   9.56327245e-02   3.70978154e-02   7.39675015e-02
    1.92678243e-01   1.41008034e-01]
 [  1.77904479e-02   3.06821577e-02   1.21032046e-02   5.62314354e-02
    9.58731547e-02   1.31966203e-01   2.34912317e-02   2.27528900e-01
    3.70108150e-02   3.67322445e-01]
 [  3.30820717e-02   1.52736073e-02   3.98230888e-02   3.10996491e-02
    3.81959647e-01   1.41433418e-01   7.87114054e-02   2.80795582e-02
    8.84647369e-02   1.62072808e-01]
 [  2.66429503e-02   2.47109104e-02   5.58629967e-02   1.54171988e-01
    3.96438725e-02   4.90789264e-02   7.56598189e-02   4.09714073e-01
    8.76260623e-02   7.68883899e-02]
 [  3.95184048e-02   6.14845799e-03   1.57691054e-02   1.97348431e-01
    2.45248768e-02   3.45850468e-01   1.26748178e-02   6.01059161e-02
    1.68312281e-01   1.29747242e-01]
 [  5.22562042e-02   3.32193822e-02   2.74065025e-02   2.68817190e-02
    2.50041094e-02   6.40975833e-01   3.05355415e-02   1.22353239e-02
    1.06009491e-01   4.54758592e-02]
 [  3.64225693e-02   6.48301095e-02   1.85490042e-01   2.38476276e-01
    3.33204828e-02   1.07165091e-01   5.57250120e-02   6.80877343e-02
    1.52159780e-01   5.83229475e-02]
 [  6.14702003e-03   9.83339623e-02   8.26625526e-02   7.86321312e-02
    2.15972066e-02   6.37254119e-02   4.08699393e-01   1.06818788e-02
    2.16032967e-01   1.34874331e-02]
 [  2.57852823e-02   7.14532286e-02   1.29181549e-01   4.40095700e-02
    2.01527715e-01   9.59381685e-02   1.58169016e-01   3.41555662e-02
    1.69910192e-01   6.98697418e-02]
 [  1.84326127e-01   1.94040332e-02   7.90454820e-02   2.07489654e-02
    2.96415269e-01   3.40047777e-02   1.52379140e-01   3.51101793e-02
    7.72791877e-02   1.01286851e-01]
 [  4.19306271e-02   1.62422173e-02   9.52532515e-02   2.05817968e-02
    1.97002962e-01   5.11240587e-02   3.86213213e-01   5.24418242e-02
    5.97211681e-02   7.94890001e-02]
 [  2.24236157e-02   2.28513665e-02   7.64253736e-01   2.33616680e-02
    4.52377126e-02   1.88716892e-02   2.76122559e-02   2.92672752e-03
    6.11847118e-02   1.12763606e-02]
 [  4.51640785e-02   1.02023399e-02   2.97653347e-01   3.36598307e-02
    1.03834264e-01   1.14965469e-01   1.93276376e-01   2.21411288e-02
    1.61805347e-01   1.72977485e-02]
 [  9.45217684e-02   8.90589412e-03   1.98572576e-01   2.10670531e-01
    6.15610480e-02   1.10722870e-01   4.09387127e-02   4.49005328e-02
    1.07975163e-01   1.21230923e-01]
 [  6.56685606e-03   6.39537200e-02   1.47295082e-02   1.24629743e-01
    1.57431856e-01   5.22677116e-02   3.74813229e-02   2.73303837e-01
    6.98339865e-02   1.99801430e-01]
 [  7.30190650e-02   3.18349153e-02   4.91170362e-02   2.24789940e-02
    9.20115262e-02   5.39113730e-02   5.52306660e-02   1.06469519e-01
    1.61094576e-01   3.54832321e-01]
 [  1.11746853e-02   1.27235493e-02   8.86218101e-02   2.59531587e-01
    1.19561553e-02   3.28406580e-02   3.88830528e-02   2.59528130e-01
    1.80051804e-01   1.04688570e-01]
 [  7.95883313e-03   5.97674668e-01   8.35715830e-02   8.07680935e-02
    1.01078935e-02   4.10743430e-02   3.83972339e-02   3.57051231e-02
    5.73610775e-02   4.73812781e-02]
 [  9.61353555e-02   2.48346385e-02   1.34160547e-02   7.63538629e-02
    6.48055151e-02   4.03291211e-02   1.52263138e-02   3.50649238e-01
    5.66115230e-02   2.61638343e-01]
 [  7.12114992e-03   7.76953161e-01   3.79026495e-02   2.37155426e-02
    1.85260102e-02   1.46322986e-02   1.10046463e-02   2.14502160e-02
    7.35205337e-02   1.51737668e-02]
 [  3.22817708e-03   5.96483171e-01   4.56553772e-02   1.51005656e-01
    1.85593627e-02   3.44917923e-02   3.55495960e-02   3.93475555e-02
    4.14052829e-02   3.42739597e-02]
 [  7.11467937e-02   1.32340677e-02   4.36668843e-02   1.67624317e-02
    1.56596482e-01   4.88570213e-01   4.07973528e-02   1.82639789e-02
    1.15409039e-01   3.55527624e-02]
 [  6.77301688e-03   7.14870572e-01   5.36995456e-02   2.22576875e-02
    1.51971607e-02   2.90825292e-02   2.74620056e-02   1.71544794e-02
    7.36953393e-02   3.98076512e-02]
 [  2.35576611e-02   2.89969984e-02   6.17297709e-01   1.11401856e-01
    1.29687181e-02   4.62552235e-02   4.68711071e-02   7.99627230e-03
    9.93531868e-02   5.30124083e-03]
 [  9.93898138e-03   2.17857584e-03   2.30308753e-02   4.85524535e-02
    6.98691130e-01   3.24741565e-02   3.71854492e-02   3.66884395e-02
    2.76056901e-02   8.36541951e-02]
 [  2.73879524e-02   6.74357116e-02   4.20676284e-02   1.95181459e-01
    1.32209016e-02   9.91049334e-02   9.41352919e-03   2.58520633e-01
    2.35357091e-01   5.23102246e-02]
 [  1.46909766e-02   8.53216462e-03   1.99611541e-02   1.13505172e-02
    3.04853499e-01   2.14168355e-02   1.82873696e-01   6.26900792e-02
    7.10472912e-02   3.02583754e-01]
 [  1.05149515e-01   6.95367018e-03   3.78455892e-02   1.14807963e-01
    1.89398035e-01   6.69186264e-02   9.47614461e-02   1.47364736e-01
    8.13417211e-02   1.55458719e-01]
 [  2.04909630e-02   5.85869402e-02   5.31713031e-02   6.33374572e-01
    2.52237152e-02   5.16835190e-02   1.43158203e-02   1.16696395e-02
    1.13984086e-01   1.74995344e-02]
 [  1.68016385e-02   5.40779554e-04   8.80134255e-02   2.56151855e-02
    1.01229019e-01   2.47622095e-02   6.31879747e-01   2.76846513e-02
    4.81686331e-02   3.53048295e-02]
 [  8.24784413e-02   1.85425263e-02   3.28043610e-01   1.94100253e-02
    1.29008606e-01   2.22401787e-02   1.95772991e-01   3.94114740e-02
    9.95319635e-02   6.55600727e-02]
 [  1.50719509e-02   9.26403515e-03   5.68894148e-01   1.42216593e-01
    6.30627852e-03   3.46173532e-02   1.47222713e-01   4.20718305e-02
    2.82438863e-02   6.09121844e-03]
 [  1.47071555e-02   4.27630544e-02   1.67854466e-02   5.42779006e-02
    1.21520072e-01   1.02337733e-01   5.07064201e-02   1.25954241e-01
    1.18607260e-01   3.52340639e-01]
 [  6.15596026e-02   2.24792981e-03   1.31692052e-01   3.00574061e-02
    3.29212621e-02   5.14178574e-02   6.07921004e-01   3.26792039e-02
    2.04662774e-02   2.90374495e-02]
 [  1.34724444e-02   4.63060662e-02   3.12811315e-01   4.89092134e-02
    8.77081081e-02   3.53819355e-02   3.78905505e-01   7.30955508e-03
    3.22764851e-02   3.69194373e-02]
 [  4.78166461e-01   5.73708862e-03   2.52742171e-02   1.11558214e-01
    1.56512242e-02   5.99140264e-02   8.95943269e-02   8.49339440e-02
    7.95253068e-02   4.96451110e-02]
 [  1.54908318e-02   8.26096982e-02   3.17960829e-02   7.37986490e-02
    3.14786062e-02   6.25946224e-02   1.82690062e-02   3.95365983e-01
    7.28934929e-02   2.15703011e-01]
 [  5.07184071e-03   2.57761292e-02   6.59050513e-03   9.96498764e-02
    1.99652370e-02   5.80988601e-02   3.61983292e-03   3.16966116e-01
    3.86747308e-02   4.25586849e-01]
 [  2.56055221e-02   2.71210186e-02   1.87894076e-01   2.15664152e-02
    7.72869736e-02   2.11246256e-02   5.28251052e-01   1.59192376e-03
    1.01670973e-01   7.88737368e-03]
 [  5.83483540e-02   1.94413200e-01   1.16266683e-01   4.13548276e-02
    5.74012659e-02   1.47487193e-01   1.77840423e-02   2.55339444e-02
    2.90705562e-01   5.07048666e-02]
 [  1.84107739e-02   2.85577811e-02   1.46288769e-02   6.61327839e-02
    2.45535165e-01   1.64829597e-01   3.82306986e-02   1.56394169e-01
    8.63127559e-02   1.80967391e-01]
 [  1.74396098e-01   7.14331865e-03   4.49760221e-02   2.76561111e-01
    5.11161722e-02   8.71503502e-02   1.14364289e-01   3.77638042e-02
    1.28633291e-01   7.78955370e-02]]
INFO:tensorflow:probabilities = [[  6.65504709e-02   6.42131688e-03   2.27345321e-02   2.93178279e-02
    2.69147545e-01   1.15026116e-01   3.54652405e-02   1.75240964e-01
    4.51992154e-02   2.34896749e-01]
 [  1.07029723e-02   9.27653722e-03   2.98465956e-02   5.33060357e-02
    1.28112575e-02   9.96401981e-02   7.25221515e-01   3.38412728e-03
    2.79457774e-02   2.78650802e-02]
 [  6.12045452e-03   9.48585744e-04   1.55264372e-03   3.03493813e-02
    9.86968353e-03   3.48974057e-02   2.17277440e-03   6.35630548e-01
    3.74240912e-02   2.41034433e-01]
 [  3.80888551e-01   4.68244497e-03   2.30520487e-01   3.80209871e-02
    4.21959832e-02   1.01960272e-01   1.27408326e-01   2.31777709e-02
    3.07099074e-02   2.04352625e-02]
 [  1.07810125e-02   1.00300059e-01   7.61978105e-02   4.60347563e-01
    2.47177784e-03   4.93468856e-03   1.00614121e-02   2.04544276e-01
    1.03272170e-01   2.70891879e-02]
 [  7.11855412e-01   1.45594066e-03   2.29923539e-02   9.74515900e-02
    3.41325114e-03   8.00948441e-02   3.40385623e-02   4.57766978e-03
    2.55862977e-02   1.85341388e-02]
 [  2.11351383e-02   1.69206291e-01   8.54941979e-02   1.24981895e-01
    6.60813525e-02   8.41277018e-02   1.07949585e-01   1.45172372e-01
    8.52704719e-02   1.10581018e-01]
 [  8.45604762e-03   2.64106337e-02   4.65007052e-02   7.36495316e-01
    6.51108986e-03   3.08399387e-02   4.12288979e-02   3.62680815e-02
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    1.33303981e-02   4.60230326e-03]
 [  2.91776117e-02   1.40575273e-03   3.10049206e-03   1.13273554e-01
    1.49214491e-02   1.64854214e-01   9.47521813e-03   2.46327326e-01
    1.58341564e-02   4.01630163e-01]
 [  2.73287408e-02   3.78556061e-03   8.68320614e-02   6.71107462e-03
    2.49353871e-02   9.77181736e-03   7.80495405e-01   5.77958114e-03
    2.68624611e-02   2.74979323e-02]
 [  1.42505290e-02   2.48371288e-02   3.93854737e-01   3.74902129e-01
    9.74913652e-04   9.37158521e-03   9.05485824e-03   4.82411422e-02
    1.16037473e-01   8.47541541e-03]
 [  1.00938350e-01   6.84521273e-02   1.53534472e-01   8.63125175e-02
    2.00923234e-02   3.79092470e-02   3.29831131e-02   3.72763388e-02
    4.10150856e-01   5.23506887e-02]
 [  1.94205083e-02   4.13268924e-01   1.00445762e-01   1.28613815e-01
    5.67616634e-02   9.23900381e-02   3.80199142e-02   1.12248370e-02
    1.02710560e-01   3.71438935e-02]
 [  4.09677178e-02   1.96483824e-02   7.12701073e-03   9.12407264e-02
    1.46537255e-02   1.95533913e-02   1.22649269e-02   5.99772274e-01
    8.57974067e-02   1.08974494e-01]
 [  7.61520583e-03   7.11131811e-01   4.58048470e-02   3.96328159e-02
    1.11152828e-02   2.80699097e-02   4.33196798e-02   4.11374606e-02
    3.12459394e-02   4.09271382e-02]
 [  6.38267621e-02   1.18031852e-01   1.93257388e-02   1.21209890e-01
    1.88268684e-02   1.96459576e-01   1.27668511e-02   1.54287651e-01
    1.21745795e-01   1.73518941e-01]
 [  1.87164247e-01   1.05347596e-02   5.09138256e-02   2.13359982e-01
    7.52393622e-03   3.14375788e-01   1.69747267e-02   9.23342630e-03
    1.64529994e-01   2.53892373e-02]
 [  3.67300063e-02   3.00619472e-03   6.53576434e-01   6.37973472e-02
    2.03974210e-02   4.37878072e-02   7.80555010e-02   2.34908145e-02
    4.45082262e-02   3.26502547e-02]
 [  1.66467074e-02   1.35725923e-02   6.32506847e-01   2.57925522e-02
    2.93116253e-02   5.86149795e-03   2.47700155e-01   1.71240408e-03
    2.01222692e-02   6.77331304e-03]
 [  5.03639579e-01   1.33510120e-03   2.47705691e-02   1.36420578e-01
    8.16882960e-03   2.25260615e-01   1.57023836e-02   1.20376879e-02
    4.09224555e-02   3.17422040e-02]]
INFO:tensorflow:global_step/sec: 157.77
INFO:tensorflow:loss = 1.0785, step = 1701
INFO:tensorflow:probabilities = [[  4.88222716e-03   4.14647102e-01   7.28893876e-02   9.90976244e-02
    1.25204278e-02   2.48270426e-02   1.34826675e-02   1.70036316e-01
    1.18792273e-01   6.88249692e-02]
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    6.90973043e-01   6.59523010e-02   3.26446071e-02   3.66866104e-02
    1.53874326e-02   1.18693873e-01]
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    4.99367505e-01   2.71941200e-02   1.20738149e-01   2.74306387e-02
    3.75511870e-02   1.52811021e-01]
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    1.75363928e-01   4.32985090e-02   9.80593357e-03   3.43378991e-01
    1.73515677e-02   3.60862732e-01]
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    4.61130962e-02   1.04823597e-01   3.42529155e-02   7.07805455e-02
    1.27904952e-01   8.45888406e-02]
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    3.05521004e-02   9.08794180e-02   4.15802971e-02   5.25447242e-02
    2.14488417e-01   3.85207199e-02]
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    4.53261808e-02   5.57011664e-01]
 [  3.21188599e-01   4.59824078e-04   1.55702889e-01   2.24598452e-01
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    4.27764803e-02   4.00551520e-02]
 [  1.43664302e-02   3.80050503e-02   7.18671605e-02   2.21978612e-02
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    3.28550339e-02   9.90656987e-02]
 [  1.59866288e-01   1.43794501e-02   4.73477282e-02   5.30445948e-02
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    2.83772588e-01   1.05897516e-01]
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    4.45660315e-02   1.52282372e-01]
 [  8.09739754e-02   3.95793794e-03   1.13336161e-01   8.15763474e-02
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    1.71225488e-01   7.10444972e-02]
 [  6.60230458e-01   1.05415762e-03   5.37847765e-02   1.84799302e-02
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    3.16731893e-02   2.43452445e-01   8.46021809e-03   1.61287516e-01
    1.42470315e-01   2.00460598e-01]
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    6.32521734e-02   1.53887011e-02   3.55687924e-02   2.05389798e-01
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    4.82833982e-02   4.71096411e-02]
 [  1.25175584e-02   2.13209223e-02   4.59600016e-02   4.15258378e-01
    1.11676857e-01   9.04595107e-02   2.60094777e-02   4.56677936e-02
    7.62113407e-02   1.54918179e-01]
 [  2.07740478e-02   6.38693850e-03   4.48491275e-02   2.86266893e-01
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    2.21622899e-01   2.01458260e-01]
 [  6.61955178e-01   7.21848104e-04   5.07632531e-02   1.04377173e-01
    6.71528373e-03   1.30637690e-01   1.83512047e-02   1.04119405e-02
    9.51020699e-03   6.55614398e-03]
 [  9.28132981e-02   1.14652421e-02   8.60633850e-02   1.62903760e-02
    1.37692094e-01   1.26043230e-01   3.24746460e-01   3.58238928e-02
    6.80198446e-02   1.01042271e-01]
 [  1.05674164e-02   7.11972058e-01   3.05458456e-02   5.44163920e-02
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    5.28948121e-02   2.94333715e-02]
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    1.07855514e-01   1.14809610e-01]
 [  4.44021728e-03   1.11134825e-02   7.16874823e-02   6.00060582e-01
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    4.33875382e-01   9.60708186e-02]
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    1.44966003e-02   2.11392432e-01   2.27282867e-02   4.71411757e-02
    5.05469739e-02   3.52606811e-02]
 [  5.32961130e-01   4.31910768e-04   9.28328559e-02   2.13219319e-02
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    1.49977028e-01   1.83970928e-02]
 [  3.14299352e-02   2.22987875e-01   1.01696409e-01   1.93428621e-02
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    1.56185612e-01   3.11517660e-02]
 [  2.86658127e-02   8.45320523e-02   5.86285517e-02   2.63006866e-01
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    8.87423381e-02   8.83478969e-02]
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 [  1.28343314e-01   4.89399303e-03   1.55582830e-01   1.68088332e-01
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    5.40240146e-02   3.69232334e-02]
 [  3.92023735e-02   1.25510739e-02   1.63465887e-02   2.05764472e-02
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    1.42301008e-01   8.07454139e-02]
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    2.76001766e-02   4.45891432e-02]
 [  4.82301831e-01   3.19871493e-03   3.86309512e-02   4.93297316e-02
    1.59079749e-02   9.53945518e-02   2.20922023e-01   1.80809479e-02
    5.83267249e-02   1.79065149e-02]
 [  8.05447772e-02   1.22100627e-02   1.91858690e-02   6.11979127e-01
    7.80923571e-03   1.33688629e-01   9.50552057e-03   2.11802628e-02
    6.19777925e-02   4.19186689e-02]
 [  2.49584448e-02   9.82707925e-03   1.61408950e-02   6.88745201e-01
    4.53610625e-03   1.34122789e-01   5.41037042e-03   3.38739790e-02
    7.55516440e-02   6.83346810e-03]
 [  1.25657087e-02   4.45055513e-04   2.35110777e-03   3.13155875e-02
    6.52387366e-02   3.72055024e-02   4.96021751e-03   3.87250394e-01
    3.46924476e-02   4.23975259e-01]
 [  2.62069749e-03   1.84865983e-03   9.10416722e-01   4.01960723e-02
    6.24983630e-04   6.98910560e-04   3.98779474e-02   8.29907949e-04
    2.74404162e-03   1.41874480e-04]
 [  5.35759866e-01   1.88314018e-03   2.47863412e-01   2.06571743e-02
    2.00119894e-02   6.43149391e-02   8.05764738e-03   9.13277920e-03
    8.54771808e-02   6.84178248e-03]
 [  1.35478955e-02   1.14682145e-01   7.69123137e-02   6.52675703e-02
    1.68346912e-01   5.76636530e-02   1.43145034e-02   9.48201418e-02
    8.49040523e-02   3.09540778e-01]
 [  3.39096375e-02   7.21563399e-02   8.92856047e-02   6.03004992e-02
    1.54037729e-01   1.01397820e-01   6.72200844e-02   1.62499361e-02
    3.07404339e-01   9.80379358e-02]
 [  5.99787012e-03   2.17169188e-02   9.04230893e-01   1.33823557e-02
    8.84515047e-03   8.55910499e-03   1.39949210e-02   9.74333787e-04
    2.10958906e-02   1.20255095e-03]
 [  1.72756426e-02   4.80275787e-02   4.08518836e-02   6.79226696e-01
    7.88038829e-04   9.91430879e-02   5.91573538e-04   2.88524814e-02
    8.09625387e-02   4.28055553e-03]
 [  6.27509728e-02   1.41433151e-02   1.58559252e-02   4.35781181e-02
    6.55726716e-02   4.88352418e-01   1.32004749e-02   4.02661636e-02
    1.70467705e-01   8.58122557e-02]
 [  2.76638363e-02   1.32689938e-01   6.05274886e-02   5.44259310e-01
    1.01439366e-02   7.48152286e-02   2.63914727e-02   2.93141045e-02
    4.29293104e-02   5.12653962e-02]
 [  2.28194054e-02   3.18252342e-03   4.55805697e-02   5.79283759e-02
    3.64178181e-01   1.92991346e-02   1.28315583e-01   8.54576454e-02
    4.02478091e-02   2.32990742e-01]
 [  4.54342067e-02   1.33619050e-03   3.46421190e-02   3.17475408e-01
    4.22441922e-02   1.77919105e-01   5.70923788e-03   4.81407270e-02
    2.49412566e-01   7.76861310e-02]
 [  2.06618253e-02   8.30842741e-03   6.14084080e-02   2.87906546e-02
    1.29368424e-01   6.85557127e-02   2.43084133e-02   8.82189125e-02
    3.64758998e-01   2.05620244e-01]
 [  7.42572919e-02   4.31819260e-02   4.61235754e-02   8.87340605e-02
    2.44085453e-02   4.81150776e-01   2.10017059e-02   6.16594665e-02
    9.50327814e-02   6.44497797e-02]
 [  8.20899848e-03   2.55516320e-01   1.90899912e-02   9.83061641e-02
    3.30267660e-02   6.89908564e-02   4.70380625e-03   2.91838199e-01
    8.89894813e-02   1.31329417e-01]
 [  1.01525588e-02   8.88737570e-03   2.46155225e-02   4.92171079e-01
    5.58841303e-02   8.70082974e-02   3.19837779e-02   1.28787860e-01
    6.97962269e-02   9.07131806e-02]
 [  2.45443761e-01   1.67741794e-02   3.29984725e-01   7.97330216e-02
    5.06412014e-02   5.86921237e-02   1.36860147e-01   1.70782674e-02
    5.22559658e-02   1.25365183e-02]
 [  2.11461727e-02   3.76912691e-02   5.63758016e-01   2.41599217e-01
    2.79920339e-03   3.28807794e-02   1.34058418e-02   2.08189785e-02
    5.95407337e-02   6.35979045e-03]
 [  6.32570032e-03   1.70255303e-02   6.88963709e-03   7.35322535e-02
    1.00798018e-01   3.24335657e-02   1.71498396e-02   3.16694349e-01
    2.45293900e-02   4.04621720e-01]
 [  1.04395719e-02   1.06382938e-02   4.78633307e-03   7.22860023e-02
    4.39019687e-03   1.98144726e-02   2.27255956e-03   7.42588401e-01
    5.28268479e-02   7.99573734e-02]
 [  4.04271949e-03   7.96550453e-01   2.16777120e-02   2.75604539e-02
    3.94832809e-03   1.06196739e-02   3.23542021e-02   1.41069572e-02
    7.60441869e-02   1.30951460e-02]
 [  8.85390397e-03   3.65137644e-02   2.15463620e-02   1.48714244e-01
    2.43089460e-02   5.91886491e-02   2.52013374e-02   4.98838812e-01
    6.55757189e-02   1.11258313e-01]
 [  5.96867921e-03   7.90205598e-03   1.10839652e-02   5.74637344e-03
    6.15148425e-01   1.04832396e-01   2.57019438e-02   5.01308776e-02
    1.90439411e-02   1.54441372e-01]
 [  1.72674507e-02   2.66131130e-04   1.05688879e-02   3.99972796e-02
    4.91043091e-01   3.03158537e-02   1.59662776e-02   4.39641364e-02
    1.13895116e-02   3.39221358e-01]
 [  1.35593321e-02   8.99614543e-02   6.14806525e-02   2.73789167e-01
    8.22175518e-02   8.14848766e-02   1.31659910e-01   7.20797032e-02
    1.26173452e-01   6.75938129e-02]
 [  9.86531436e-01   1.80959569e-06   2.50444701e-03   4.59250715e-03
    2.50130834e-04   3.13261966e-03   2.03842268e-04   6.34134747e-04
    1.21603697e-03   9.33047093e-04]
 [  2.16563717e-02   6.31330311e-02   9.25320387e-02   6.47752136e-02
    1.22547217e-01   2.06401616e-01   2.71503422e-02   8.38137865e-02
    2.61164069e-01   5.68263121e-02]
 [  2.59120250e-03   3.98386363e-03   1.69328088e-03   5.57315685e-02
    9.09336284e-03   2.11276729e-02   4.09513619e-03   8.05868566e-01
    1.17408093e-02   8.40745345e-02]
 [  1.38257205e-01   7.03777140e-03   8.58922005e-02   5.46485245e-01
    2.54778732e-02   9.40695331e-02   3.41012515e-02   1.23674208e-02
    4.50977720e-02   1.12137608e-02]
 [  1.30746709e-02   3.64874583e-03   3.12599055e-02   2.80587766e-02
    2.60826081e-01   1.95043664e-02   5.10737181e-01   3.07680853e-02
    5.70808761e-02   4.50414233e-02]
 [  1.43749744e-01   5.70168160e-03   3.30320671e-02   1.31467700e-01
    7.32944235e-02   3.66737664e-01   5.24422377e-02   4.41833548e-02
    8.47934261e-02   6.45976067e-02]
 [  7.30238156e-03   2.83999182e-03   3.50848496e-01   1.37944579e-01
    3.20808329e-02   9.30305384e-03   4.20458376e-01   1.45024462e-02
    1.60059575e-02   8.71393923e-03]]
INFO:tensorflow:probabilities = [[  6.82594404e-02   2.42808536e-02   2.10430309e-01   3.24725956e-02
    4.51072343e-02   8.90291408e-02   4.15860526e-02   2.60976069e-02
    4.22563612e-01   4.01730388e-02]
 [  1.19904742e-01   3.88617925e-02   3.55730355e-01   7.34532997e-02
    3.97303812e-02   5.60647100e-02   2.62170173e-02   2.01764423e-02
    2.51393944e-01   1.84672642e-02]
 [  1.34533001e-02   1.58769954e-02   1.93694569e-02   1.09381769e-02
    3.92299235e-01   8.69694427e-02   1.31940857e-01   3.60904336e-02
    5.51148206e-02   2.37947270e-01]
 [  5.64182363e-03   6.17721260e-01   2.68397070e-02   6.59544170e-02
    7.85739627e-03   5.67328967e-02   1.12467557e-02   1.36851892e-01
    4.99427579e-02   2.12111957e-02]
 [  4.02389048e-03   8.12770307e-01   3.61402296e-02   2.27308273e-02
    7.34963315e-03   3.00826151e-02   9.99161229e-03   1.67341065e-02
    4.32551466e-02   1.69215277e-02]
 [  1.38398800e-02   1.26583240e-04   9.96060390e-03   2.32200581e-03
    2.10447356e-01   3.56364772e-02   8.07730854e-03   2.40239501e-01
    9.71708540e-03   4.69633251e-01]
 [  1.66297741e-02   4.34099347e-04   2.30986136e-03   1.25964927e-02
    9.43020061e-02   1.44765392e-01   2.27081473e-03   3.05852026e-01
    2.77767986e-01   1.43071666e-01]
 [  7.20070023e-03   7.32625663e-01   2.37278417e-02   2.62047611e-02
    2.47609578e-02   1.92132946e-02   8.00818354e-02   1.44215384e-02
    4.00384814e-02   3.17250825e-02]
 [  1.50173828e-02   1.32611126e-03   3.78285511e-03   1.78975407e-02
    1.46499515e-01   7.80282021e-02   1.67024098e-02   2.14117631e-01
    3.40943038e-02   4.72534180e-01]
 [  7.24918488e-03   4.76898719e-03   2.37060301e-02   1.82383675e-02
    3.74726504e-02   3.93323116e-02   7.96521902e-01   2.95985397e-03
    6.09072559e-02   8.84342194e-03]
 [  2.33546924e-02   2.66175177e-02   1.15842670e-01   5.66316210e-02
    6.04046322e-02   5.00273220e-02   5.23408711e-01   7.92176742e-03
    1.01068445e-01   3.47225592e-02]
 [  1.07214991e-02   5.68941653e-01   5.19213006e-02   1.28232330e-01
    1.88623145e-02   3.52151431e-02   3.24649699e-02   6.94636256e-02
    3.58719267e-02   4.83052731e-02]
 [  6.09036814e-03   2.85464921e-03   2.66390909e-02   7.61428595e-01
    1.68239381e-02   5.84505573e-02   1.47754028e-02   2.31656879e-02
    8.01441520e-02   9.62749310e-03]
 [  7.55687663e-03   6.74417377e-01   3.76561172e-02   9.47348624e-02
    4.61046770e-03   2.44452897e-02   5.59047377e-03   9.49336868e-03
    1.29227877e-01   1.22673558e-02]
 [  7.45423809e-02   8.68057236e-02   1.36520684e-01   3.09368558e-02
    8.57774392e-02   1.48543075e-01   4.16383110e-02   3.17517072e-02
    2.87842274e-01   7.56416097e-02]
 [  2.84990901e-03   1.59753521e-03   2.47103698e-03   1.05411385e-03
    7.27328956e-01   2.72446014e-02   6.16511563e-03   2.82454211e-02
    3.44365537e-02   1.68606803e-01]
 [  6.17251575e-01   8.25256924e-04   1.17352225e-01   1.73001532e-02
    1.11588277e-02   8.47817138e-02   8.87368768e-02   2.13316064e-02
    3.15164328e-02   9.74540506e-03]
 [  3.33911576e-03   5.75226486e-01   1.27983373e-02   6.54257089e-02
    9.50573850e-03   3.86729613e-02   1.80880353e-02   3.33987288e-02
    2.08122268e-01   3.54226157e-02]
 [  2.21711874e-04   1.14713516e-03   4.65036370e-04   8.13705660e-03
    1.82060420e-03   6.24697097e-03   5.42034744e-04   9.41687107e-01
    5.19476691e-03   3.45376208e-02]
 [  1.12666944e-02   1.67116612e-01   9.74556431e-02   5.53097799e-02
    3.30937281e-02   5.74475266e-02   3.01388860e-01   1.33441379e-02
    2.19167516e-01   4.44094501e-02]
 [  1.93824270e-03   2.44268864e-01   2.92339548e-02   1.03033528e-01
    7.55600557e-02   1.16173416e-01   1.18987642e-01   7.96986222e-02
    1.15496553e-01   1.15609042e-01]
 [  9.89866972e-01   3.13214264e-06   2.15543783e-03   5.45409508e-04
    6.61946469e-05   1.17412466e-03   5.12824114e-03   4.93460830e-05
    5.75543090e-04   4.35605412e-04]
 [  7.64894998e-03   7.62234986e-01   4.50622030e-02   4.33524437e-02
    9.88570787e-03   1.82912014e-02   4.99665178e-03   3.15996259e-02
    5.50750904e-02   2.18529552e-02]
 [  4.72885743e-03   7.27328539e-01   6.72613084e-02   1.95528455e-02
    1.41022597e-02   2.07001325e-02   2.88585816e-02   9.53008421e-03
    1.00323878e-01   7.61344470e-03]
 [  7.47731375e-03   7.35394238e-03   1.35296974e-02   1.07639261e-01
    8.39452446e-02   1.10775471e-01   2.45821495e-02   2.98895597e-01
    5.72615638e-02   2.88539797e-01]
 [  1.64519977e-02   2.85062432e-01   7.43236616e-02   3.14972810e-02
    5.57054766e-02   4.22418080e-02   3.31649125e-01   1.62674319e-02
    1.15566164e-01   3.12347151e-02]
 [  4.10287455e-02   2.01778263e-01   9.92750842e-03   1.21433446e-02
    2.43676566e-02   3.25239539e-01   3.45489872e-03   3.38321961e-02
    3.20515066e-01   2.77127624e-02]
 [  1.38483429e-02   8.99401202e-04   4.73393267e-03   3.03179342e-02
    3.71549755e-01   8.12291130e-02   6.33752644e-02   1.24759741e-01
    9.29650478e-03   2.99990028e-01]
 [  3.49037766e-01   9.31916991e-04   6.00325949e-02   7.36391870e-03
    1.26746923e-01   1.08655490e-01   2.69801646e-01   9.38990153e-03
    4.30180021e-02   2.50218697e-02]
 [  5.41808177e-03   1.06011815e-02   1.46943508e-02   7.44149864e-01
    3.84295708e-03   1.14970475e-01   5.89078385e-03   1.85090285e-02
    6.51207194e-02   1.68025959e-02]
 [  3.86916008e-03   5.35680294e-01   1.29163653e-01   2.63676848e-02
    3.59290764e-02   3.25802900e-02   2.90674213e-02   2.94721387e-02
    1.63080603e-01   1.47895198e-02]
 [  2.96175987e-01   3.83269577e-03   2.77381241e-01   1.09110720e-01
    1.43957660e-02   3.79633829e-02   1.00056417e-01   2.23666858e-02
    1.07425444e-01   3.12916674e-02]
 [  1.05525972e-02   6.51967943e-01   1.49784729e-01   2.11895555e-02
    2.58764736e-02   5.67310303e-02   6.44836994e-03   7.87255540e-03
    5.74445389e-02   1.21321939e-02]
 [  9.30984616e-01   3.11316580e-05   2.38603889e-03   1.52684879e-02
    9.62254344e-05   3.96738239e-02   1.46841200e-03   2.01433082e-03
    7.36217247e-03   7.14774476e-04]
 [  2.58293122e-01   3.61056509e-03   2.57684905e-02   9.84637886e-02
    1.33809611e-01   1.93453401e-01   9.95577276e-02   6.64208978e-02
    5.05280755e-02   7.00944290e-02]
 [  4.83994633e-02   1.71888259e-03   2.77467947e-02   7.60019291e-03
    6.07705653e-01   6.92035556e-02   7.98574388e-02   1.54560115e-02
    4.41187471e-02   9.81932506e-02]
 [  2.29130429e-03   8.67440738e-03   2.78994795e-02   4.63809259e-02
    3.62176374e-02   2.39227749e-02   7.63282418e-01   7.41901947e-03
    6.11973144e-02   2.27147117e-02]
 [  1.99284707e-03   7.35501945e-01   3.32020074e-02   4.67632301e-02
    4.39242041e-03   2.48357411e-02   1.55303339e-02   2.01936383e-02
    9.78341252e-02   1.97536349e-02]
 [  1.35831106e-02   8.63761380e-02   9.83098075e-02   7.12954253e-02
    2.41058581e-02   1.22374415e-01   2.19490975e-02   2.35783048e-02
    4.59739536e-01   7.86881968e-02]
 [  1.81951094e-02   1.61623344e-01   2.93558240e-02   1.83224842e-01
    8.91336054e-03   2.27857903e-01   2.66887508e-02   3.91810164e-02
    1.78653061e-01   1.26306832e-01]
 [  4.40816164e-01   1.41592522e-03   4.08182926e-02   4.68870588e-02
    4.81301062e-02   1.12264819e-01   8.56706575e-02   9.34576690e-02
    8.24393630e-02   4.80999164e-02]
 [  5.53320386e-02   1.20478664e-02   7.04989210e-02   4.89786789e-02
    5.73436208e-02   2.16515049e-01   1.35485798e-01   3.42885479e-02
    3.01430464e-01   6.80789575e-02]
 [  9.74104460e-03   1.21469051e-02   6.07164860e-01   5.47212511e-02
    5.57109751e-02   9.23692062e-03   2.26666391e-01   1.57986593e-03
    2.01565977e-02   2.87516112e-03]
 [  6.23508962e-03   3.84775132e-01   9.44404528e-02   4.32785153e-02
    6.12108074e-02   3.24067585e-02   5.47082908e-02   3.95893715e-02
    2.34691903e-01   4.86637093e-02]
 [  2.27787085e-02   9.77298338e-03   7.27960989e-02   5.28168939e-02
    2.82958984e-01   1.02019504e-01   1.73141509e-01   3.42712291e-02
    8.04183036e-02   1.69025779e-01]
 [  7.55711086e-03   4.84216958e-02   7.82945529e-02   4.71320778e-01
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    1.75190531e-02   4.86771623e-03]
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    6.68910071e-02   9.03328229e-03]
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 [  5.03232889e-03   5.23275638e-04   3.66606116e-02   1.15452958e-02
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    4.39857021e-02   6.94788545e-02   1.13630407e-01   9.06798393e-02
    1.71921879e-01   1.16964072e-01]
 [  1.64112507e-03   7.67942309e-01   2.03884933e-02   6.56232387e-02
    8.07376485e-03   1.47665702e-02   1.79320984e-02   3.26650701e-02
    2.93057971e-02   4.16614711e-02]
 [  1.74084641e-02   4.77187627e-04   7.18433689e-03   7.46546080e-03
    1.98538616e-01   8.33928306e-03   6.90121055e-01   1.31820724e-03
    4.00433354e-02   2.91040167e-02]
 [  1.58603657e-02   2.48735193e-02   6.00255907e-01   7.99826458e-02
    2.23912038e-02   6.61277166e-03   2.19719365e-01   1.58977276e-03
    2.47191507e-02   3.99535615e-03]
 [  1.59403700e-02   4.97301370e-02   4.25531380e-02   8.86222944e-02
    1.89704895e-02   3.18947025e-02   2.36218143e-02   5.15126050e-01
    1.45181790e-01   6.83593005e-02]]
INFO:tensorflow:global_step/sec: 163.747
INFO:tensorflow:loss = 0.916159, step = 1801
INFO:tensorflow:probabilities = [[  2.65691262e-02   1.61571009e-03   3.24136578e-02   1.62069947e-02
    6.66648626e-01   3.47362347e-02   6.02883585e-02   3.93509911e-03
    2.16039158e-02   1.35982260e-01]
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    6.27235621e-02   1.72310904e-01]
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    4.87390198e-02   5.07413521e-02]
 [  5.51215606e-03   7.10571826e-01   4.03524749e-02   5.42686991e-02
    6.53520925e-03   1.69720352e-02   4.67205122e-02   2.83294413e-02
    6.40642717e-02   2.66735535e-02]
 [  3.41116660e-03   1.76393217e-03   2.33439654e-02   6.88460749e-03
    6.17753156e-02   7.53155956e-03   8.19682658e-01   6.98315026e-03
    8.43842328e-03   6.01851344e-02]
 [  3.46397143e-03   3.02553296e-01   3.05844009e-01   1.55724928e-01
    2.54265033e-03   4.26124632e-02   3.20561342e-02   5.76236378e-03
    1.48121759e-01   1.31840399e-03]
 [  4.57493216e-03   1.42549306e-01   2.36643702e-02   3.44855972e-02
    1.12457529e-01   5.93873896e-02   2.62477081e-02   1.52332351e-01
    1.37673676e-01   3.06627095e-01]
 [  3.29328477e-02   5.55637442e-02   1.15878312e-02   4.79922742e-02
    1.37521833e-01   6.66914433e-02   2.94666160e-02   2.66311109e-01
    9.59464982e-02   2.55985796e-01]
 [  5.72111411e-03   7.34814350e-03   1.65605500e-01   1.27405629e-01
    2.54285298e-02   3.40903997e-02   5.45273066e-01   3.20416167e-02
    4.65601832e-02   1.05257696e-02]
 [  1.72192827e-02   4.52486396e-01   1.27055526e-01   5.72382137e-02
    5.17083704e-02   4.81021255e-02   1.05651267e-01   2.25360710e-02
    8.02831203e-02   3.77197079e-02]
 [  1.87614542e-02   7.38182887e-02   8.09928924e-02   2.30985936e-02
    5.68790101e-02   5.01936208e-03   5.35108209e-01   7.30575528e-03
    1.59001559e-01   4.00149263e-02]
 [  3.42016807e-03   1.59639806e-01   1.21105544e-01   1.02449758e-02
    4.00087833e-01   1.06041014e-01   6.29641786e-02   1.51553405e-02
    6.03768453e-02   6.09644204e-02]
 [  1.64202407e-01   8.59284401e-03   8.82219523e-02   2.31108785e-01
    1.15916859e-02   1.00347728e-01   9.57150944e-03   8.32039341e-02
    1.74434513e-01   1.28724664e-01]
 [  3.89617635e-03   3.92422646e-01   3.82946916e-02   1.35211140e-01
    3.17303534e-03   2.82055121e-02   3.96638876e-03   3.06717902e-01
    5.49922138e-02   3.31202149e-02]
 [  2.63354424e-02   2.36235186e-03   6.77623739e-03   5.89685189e-03
    4.98418689e-01   3.49377282e-02   1.55254111e-01   4.89696823e-02
    5.22247776e-02   1.68824106e-01]
 [  2.34519586e-01   3.38198319e-02   1.01085842e-01   1.24231800e-01
    5.79121746e-02   1.82357877e-01   1.31288424e-01   9.41053592e-03
    1.06480494e-01   1.88935511e-02]
 [  3.23561765e-02   1.15489930e-01   6.97374716e-02   4.70445931e-01
    4.82086558e-03   1.83819607e-01   1.45114418e-02   1.67598240e-02
    5.14862463e-02   4.05724682e-02]
 [  2.73763333e-02   6.75441101e-02   2.35577032e-01   2.92297184e-01
    3.85263609e-03   1.06068492e-01   5.73600009e-02   3.94247994e-02
    1.56753585e-01   1.37458146e-02]
 [  2.00995915e-02   5.07873390e-03   3.71098705e-03   9.26652178e-03
    3.32676202e-01   7.41781443e-02   3.01924497e-02   1.24603391e-01
    4.94926870e-02   3.50701302e-01]
 [  7.84297734e-02   1.20509008e-03   2.15237830e-02   3.63694727e-02
    1.81386841e-03   7.16445083e-03   8.17149401e-01   5.90758631e-04
    2.96093263e-02   6.14405517e-03]
 [  2.52515078e-03   1.34102022e-02   1.62295264e-03   1.34365093e-02
    3.73403891e-03   8.63214117e-03   5.27197612e-04   8.35709333e-01
    7.03401268e-02   5.00623100e-02]
 [  6.59394562e-02   5.60900709e-03   3.35292034e-02   5.99076152e-02
    2.40264945e-02   7.27266148e-02   2.40031667e-02   4.66396481e-01
    1.64275780e-01   8.35862160e-02]
 [  2.28670724e-02   1.11824088e-01   2.83423997e-02   1.32347167e-01
    8.27487111e-02   6.92042708e-02   9.53481197e-02   5.90185151e-02
    1.65338084e-01   2.32961655e-01]
 [  1.00610731e-02   3.85284977e-04   2.79170717e-03   8.20830837e-03
    2.56939530e-01   1.05913868e-02   1.11400401e-02   3.46884847e-01
    2.31950209e-02   3.29802781e-01]
 [  7.21030496e-03   6.09890034e-04   1.18980079e-03   3.11304200e-02
    1.08866915e-02   2.70323940e-02   1.07089686e-03   7.94325888e-01
    4.30855714e-02   8.34582075e-02]
 [  5.61933685e-03   6.44689135e-04   1.97884012e-02   1.50832394e-03
    8.08876336e-01   4.90350556e-03   5.54157533e-02   5.28656365e-03
    1.14829121e-02   8.64741653e-02]
 [  2.55176891e-02   1.63353921e-03   5.27139157e-02   1.51173696e-02
    1.35869756e-01   2.44595259e-02   6.28345490e-01   1.21682659e-02
    5.94566874e-02   4.47178297e-02]
 [  4.43266556e-02   1.33900382e-02   4.56655473e-02   3.56995434e-01
    1.50696805e-03   1.37405008e-01   2.10956391e-03   1.65113151e-01
    2.25163102e-01   8.32455046e-03]
 [  2.29833089e-03   2.33871816e-03   7.65977718e-04   1.48081155e-02
    5.68624027e-02   2.82407347e-02   2.89416662e-03   1.83798611e-01
    1.08489282e-02   6.97144032e-01]
 [  6.97668223e-03   7.01512164e-03   8.75706505e-03   1.66925304e-02
    1.61089540e-01   3.23354043e-02   1.57263409e-02   9.10372064e-02
    3.50290276e-02   6.25341058e-01]
 [  1.96316908e-03   3.59077632e-01   3.20390090e-02   1.04802392e-01
    1.81494723e-03   7.40160570e-02   3.95070482e-03   1.41790584e-01
    2.56581366e-01   2.39641685e-02]
 [  1.56247951e-02   3.81473690e-01   1.42342523e-01   5.98427355e-02
    4.07060944e-02   8.31470937e-02   9.51414779e-02   1.88432597e-02
    1.35674283e-01   2.72040367e-02]
 [  3.25176790e-02   1.15161331e-03   6.90770447e-02   4.35000449e-01
    5.43603450e-02   2.00149998e-01   4.45049852e-02   4.40838113e-02
    1.03181720e-01   1.59723666e-02]
 [  6.86447740e-01   1.11061020e-03   2.15922818e-02   1.02140047e-01
    3.07716709e-03   1.07827261e-01   2.13089376e-03   2.13438105e-02
    4.55670580e-02   8.76322761e-03]
 [  9.95525159e-03   4.65591252e-01   6.69487566e-02   2.19294220e-01
    5.11145405e-03   2.39945520e-02   6.17497647e-03   2.66606193e-02
    1.33336261e-01   4.29326780e-02]
 [  6.90111658e-03   9.62549672e-02   1.38519704e-02   6.99776471e-01
    9.07074544e-04   6.79863319e-02   6.18730672e-03   1.49786891e-02
    5.57665862e-02   3.73894535e-02]
 [  2.69731432e-02   3.20866793e-01   9.50844660e-02   1.28479347e-01
    4.50908467e-02   6.26945794e-02   5.72776236e-02   7.97053427e-02
    8.50336999e-02   9.87941399e-02]
 [  4.60691378e-03   3.96614522e-01   3.71423662e-02   1.27348661e-01
    4.60724123e-02   3.75947729e-02   8.26103166e-02   5.12090847e-02
    1.13313593e-01   1.03487469e-01]
 [  1.85117219e-02   1.98540594e-02   3.00479811e-02   3.08458060e-02
    1.13113783e-01   7.03688934e-02   3.17782839e-03   2.40939353e-02
    6.55315280e-01   3.46706621e-02]
 [  1.51197556e-02   3.27159418e-03   1.19904913e-01   7.95917690e-01
    5.70682227e-04   3.53857987e-02   5.53365611e-03   1.99132599e-03
    2.09651478e-02   1.33939332e-03]
 [  2.05294248e-02   2.94049131e-03   4.33975123e-02   7.17823684e-01
    7.64834834e-03   7.90954754e-02   2.84307990e-02   6.89393952e-02
    2.45189201e-02   6.67601451e-03]
 [  3.60439438e-03   6.67249085e-04   2.62299068e-02   5.37694339e-03
    3.94512802e-01   1.55874323e-02   4.74090248e-01   2.82837618e-02
    4.35856692e-02   8.06151703e-03]
 [  8.35841801e-03   6.99400008e-02   3.19861501e-01   1.33825958e-01
    2.37698834e-02   1.47702433e-02   3.87655348e-01   9.15639475e-03
    2.29496565e-02   9.71269887e-03]
 [  3.76534238e-02   1.46863252e-01   4.63915616e-02   5.35209000e-01
    3.58038349e-03   9.94904637e-02   2.40226425e-02   1.53140975e-02
    6.59217313e-02   2.55534761e-02]
 [  7.55425811e-01   6.05593377e-04   1.61382183e-02   1.43516332e-01
    7.75378372e-04   2.99752038e-02   3.81383370e-03   4.05498920e-03
    4.29366566e-02   2.75793672e-03]
 [  3.12471623e-03   7.78358877e-02   6.56334171e-03   3.68855268e-01
    2.46383883e-02   5.38749024e-02   3.93582368e-03   2.60111839e-01
    1.02388240e-01   9.86715406e-02]
 [  3.40485796e-02   2.08972418e-03   2.27206331e-02   4.72734153e-01
    1.41921984e-02   1.38276175e-01   4.97372225e-02   6.44755438e-02
    1.37249395e-01   6.44764751e-02]
 [  2.57392600e-03   7.32334793e-01   3.69706079e-02   3.19512561e-02
    1.06458897e-02   1.72088593e-02   1.01625221e-02   1.68438088e-02
    9.04838890e-02   5.08244596e-02]
 [  1.94073737e-01   6.47902628e-03   6.43520653e-02   3.14736664e-02
    1.40949100e-01   7.22062513e-02   4.11402546e-02   1.31211698e-01
    1.36768728e-01   1.81345537e-01]
 [  1.29236365e-02   2.19697952e-01   4.90935370e-02   1.42707229e-01
    1.83156319e-02   3.43288518e-02   1.01666702e-02   1.64017111e-01
    2.53037363e-01   9.57119539e-02]
 [  5.18614054e-03   3.16102862e-01   2.44818658e-01   4.37827669e-02
    3.75109799e-02   2.57126577e-02   2.25266591e-01   3.69070880e-02
    4.79428135e-02   1.67695023e-02]
 [  4.98297275e-04   9.09823895e-01   1.96777470e-02   1.73577927e-02
    2.24717264e-03   5.03732497e-03   1.02982111e-02   3.05874390e-03
    2.52773091e-02   6.72348263e-03]
 [  1.10731658e-03   8.64012003e-01   1.82627514e-02   1.52077554e-02
    3.34917451e-03   3.55140772e-03   2.85556354e-03   5.89075172e-03
    8.36963654e-02   2.06688023e-03]
 [  8.56183097e-03   1.29479552e-02   1.20886257e-02   4.42245565e-02
    1.90309659e-01   4.60148081e-02   4.07096520e-02   7.44792446e-02
    1.34850025e-01   4.35813636e-01]
 [  6.57960307e-03   3.06110876e-03   1.53214915e-03   2.18584016e-02
    5.91864157e-03   3.17184217e-02   5.83542138e-03   8.61025214e-01
    2.37595458e-02   3.87115069e-02]
 [  1.16529148e-02   3.46318893e-02   4.19021934e-01   3.74547169e-02
    1.92935541e-02   2.84845009e-02   6.85272515e-02   3.25192399e-02
    2.98801422e-01   4.96126823e-02]
 [  5.62881073e-03   1.86765641e-01   3.50240618e-02   2.53930390e-01
    7.26739913e-02   1.09941967e-01   7.42246211e-02   7.08018765e-02
    9.08881873e-02   1.00120477e-01]
 [  3.52218421e-03   4.96518575e-02   1.58640482e-02   1.91146433e-01
    3.73647958e-02   1.27072826e-01   1.22643905e-02   3.47643554e-01
    7.83883110e-02   1.37081623e-01]
 [  6.71806140e-03   1.36041539e-02   1.55761674e-01   5.84235750e-02
    2.15342790e-01   4.20273878e-02   3.66140902e-01   1.05444919e-02
    8.10768232e-02   5.03602251e-02]
 [  6.30133878e-03   7.00133801e-01   2.77360957e-02   4.79477085e-02
    1.27260080e-02   2.28314307e-02   3.15497816e-02   3.52346264e-02
    6.44580573e-02   5.10812886e-02]
 [  6.50195917e-03   3.92512680e-04   3.87454517e-02   1.28482208e-02
    4.13348014e-03   4.22847131e-03   9.17681754e-01   4.21998091e-04
    1.23804649e-02   2.66564405e-03]
 [  2.67014615e-02   1.07210642e-02   1.97338872e-02   2.93017942e-02
    1.87737152e-01   4.70027886e-02   3.99340801e-02   1.36833280e-01
    6.36023134e-02   4.38432217e-01]
 [  4.26503837e-01   2.19443929e-04   5.91668189e-02   3.10287863e-01
    1.40849194e-02   3.27371024e-02   3.23800556e-02   1.57435052e-02
    4.33196537e-02   6.55568168e-02]
 [  4.37292717e-02   9.05926898e-03   4.99851376e-01   1.09539032e-01
    9.32589918e-03   2.12088618e-02   2.28191808e-01   1.91427935e-02
    4.94242050e-02   1.05275437e-02]
 [  6.34574443e-02   1.84722677e-01   4.92979586e-02   2.75505930e-01
    9.24839638e-03   1.54642254e-01   2.95269433e-02   3.76017243e-02
    1.52555436e-01   4.34411652e-02]
 [  2.95105558e-02   2.59279639e-01   3.19002718e-02   1.52115598e-01
    2.22929828e-02   2.57309377e-02   1.35665881e-02   1.85405031e-01
    1.29541293e-01   1.50657237e-01]
 [  1.80990770e-02   4.23386693e-03   2.00755708e-02   3.81303877e-02
    3.32510024e-01   4.84228842e-02   2.31907889e-02   6.73138946e-02
    3.06432191e-02   4.17380214e-01]
 [  1.66281462e-02   1.39063527e-03   1.63928624e-02   1.65929478e-02
    4.73010629e-01   4.83082011e-02   2.38190480e-02   2.82716285e-02
    3.11483014e-02   3.44437569e-01]
 [  5.36512733e-02   1.23662902e-02   1.30646408e-01   4.29875344e-01
    2.54856469e-03   6.07045628e-02   3.58734392e-02   4.06809198e-03
    2.63619959e-01   6.64608739e-03]
 [  8.62735882e-03   1.92616448e-01   7.32387751e-02   1.01642013e-01
    4.96593080e-02   1.02556810e-01   5.33509925e-02   4.84783091e-02
    1.82955950e-01   1.86874107e-01]
 [  1.88354077e-03   3.28037492e-03   1.57610327e-03   8.59228335e-03
    2.73366668e-03   9.20911599e-03   4.15126153e-04   9.33455586e-01
    6.22912217e-03   3.26250456e-02]
 [  1.16090262e-02   2.59727463e-02   5.04718348e-02   4.92923290e-01
    1.65112857e-02   7.30248168e-02   3.71205322e-02   2.77561340e-02
    2.22414255e-01   4.21962328e-02]
 [  5.22478819e-02   1.58110648e-01   3.39260548e-02   8.39535519e-02
    7.72330398e-03   3.37311119e-01   2.15530954e-02   3.56255621e-02
    2.41889372e-01   2.76593622e-02]
 [  5.56399301e-03   2.38662353e-03   9.08282757e-01   4.12058830e-02
    1.35116675e-03   3.64901172e-03   1.58213619e-02   1.66922202e-03
    1.91254765e-02   9.44647880e-04]
 [  2.49292925e-02   5.90569200e-03   6.80736825e-02   5.27659297e-01
    4.80730226e-03   1.03425898e-01   7.13284267e-03   8.79183263e-02
    1.26125813e-01   4.40218076e-02]
 [  1.39143877e-02   3.03497817e-02   3.44125554e-02   5.20104647e-01
    1.63671840e-02   7.80939981e-02   9.08190385e-03   2.01192766e-01
    5.42338192e-02   4.22489569e-02]
 [  2.35353224e-03   6.21702932e-02   3.86801735e-02   9.19215456e-02
    6.76500723e-02   1.37122599e-02   2.17078142e-02   2.49292165e-01
    1.19857542e-01   3.32654655e-01]
 [  2.41644885e-02   1.60400830e-02   5.49688824e-02   2.11032834e-02
    1.66037846e-02   1.38832135e-02   8.10154855e-01   1.88010663e-03
    3.24083790e-02   8.79289769e-03]
 [  4.92818141e-03   5.73759019e-01   6.64390400e-02   1.44253075e-01
    1.61121674e-02   3.56155261e-02   3.96255441e-02   3.09712645e-02
    3.98277268e-02   4.84684110e-02]]
INFO:tensorflow:probabilities = [[  1.66008938e-02   9.94144706e-04   1.94627922e-02   1.10028936e-02
    6.42159879e-01   3.53294946e-02   1.90019444e-01   6.55796146e-03
    8.94614216e-03   6.89264536e-02]
 [  3.70713626e-03   6.19809069e-02   7.37351030e-02   3.05543303e-01
    9.19450249e-04   1.93075791e-01   1.06431888e-02   1.31495744e-01
    1.96612462e-01   2.22869050e-02]
 [  9.58869100e-01   3.46490502e-04   7.77820963e-03   4.90512699e-03
    8.52945901e-04   1.16912341e-02   5.51212986e-04   5.12124458e-03
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    3.52035742e-03   1.48110971e-01   7.33020110e-03   3.80278617e-01
    1.75879702e-01   1.25417545e-01]
 [  4.15800326e-03   1.40555605e-01   1.86431095e-01   2.45293766e-01
    1.90882776e-02   1.30339302e-02   9.95525643e-02   8.64050835e-02
    1.38131991e-01   6.73496872e-02]
 [  5.22477403e-02   2.15836555e-01   3.60796526e-02   3.91715877e-02
    2.12995801e-02   1.63756996e-01   3.12978076e-03   2.56073102e-02
    4.01079476e-01   4.17912938e-02]
 [  6.00246638e-02   1.14745758e-02   3.31608430e-02   1.80590495e-01
    5.64838983e-02   2.12493360e-01   4.01550233e-02   2.71373689e-01
    5.36386669e-02   8.06047842e-02]
 [  5.74630611e-02   2.73510870e-02   1.28377974e-01   1.42293438e-01
    8.62177834e-03   1.06642902e-01   2.44802814e-02   4.43460420e-02
    4.03764158e-01   5.66593334e-02]
 [  5.19391485e-02   1.87995366e-03   7.13843554e-02   9.02855620e-02
    1.11054301e-01   2.34789029e-01   5.07198833e-02   1.05702683e-01
    1.70570329e-01   1.11674786e-01]
 [  8.16116929e-01   3.81725520e-04   1.90248657e-02   8.79085995e-03
    6.38929158e-02   3.39866243e-02   2.14901697e-02   4.81446972e-03
    5.36783598e-03   2.61335894e-02]
 [  8.70819378e-04   8.34796846e-01   3.26373614e-02   7.95457978e-03
    1.11603318e-02   7.21527869e-03   6.06103800e-03   5.26229665e-03
    8.36536586e-02   1.03878612e-02]
 [  8.86295643e-03   2.70997081e-02   1.22832088e-02   1.78206284e-02
    2.07191050e-01   3.16975676e-02   3.16611230e-02   1.20952040e-01
    3.81200053e-02   5.04311681e-01]
 [  4.18515457e-03   1.27884313e-01   2.13239957e-02   6.87797964e-02
    1.72500759e-02   1.03802942e-01   1.86990350e-02   5.29041551e-02
    5.21219671e-01   6.39508292e-02]
 [  2.74239201e-03   1.00306456e-03   1.64570287e-02   9.25726950e-01
    2.06612446e-03   6.23760326e-03   7.70290429e-03   1.72045156e-02
    1.69346686e-02   3.92475678e-03]
 [  4.38180752e-03   4.38636495e-03   1.33275031e-03   3.70782800e-02
    2.24305745e-02   3.29596065e-02   1.74822740e-03   5.39970160e-01
    1.37777952e-02   3.41934532e-01]
 [  3.91452424e-02   8.53405446e-02   1.02862597e-01   5.40431857e-01
    4.67800628e-03   6.93206042e-02   3.86605635e-02   5.44489734e-02
    4.53846119e-02   1.97270345e-02]
 [  2.83194352e-02   1.22135561e-02   5.16591854e-02   3.41681428e-02
    7.13583604e-02   4.41293307e-02   6.44163311e-01   9.70439799e-03
    7.80621544e-02   2.62221675e-02]
 [  1.16059296e-02   4.62677982e-03   2.11515259e-02   5.55098103e-03
    4.53490645e-01   4.03873920e-02   6.12040535e-02   4.61907312e-02
    1.04486927e-01   2.51305133e-01]
 [  2.75917840e-03   9.89189278e-03   2.62067132e-02   1.80454422e-02
    5.55233769e-02   4.88787666e-02   1.09476820e-02   6.88871384e-01
    3.79686691e-02   1.00906819e-01]
 [  5.56812994e-03   8.77032131e-02   9.94813815e-03   6.78512305e-02
    8.60824529e-03   4.16042060e-02   7.56274629e-03   4.97126609e-01
    1.27410978e-01   1.46616459e-01]
 [  8.07319939e-01   1.20803496e-04   1.64877344e-02   2.09431741e-02
    2.22213985e-03   9.52069685e-02   8.46761465e-03   5.89935714e-03
    4.20809463e-02   1.25132536e-03]]
INFO:tensorflow:global_step/sec: 163.143
INFO:tensorflow:loss = 0.679543, step = 1901
INFO:tensorflow:probabilities = [[  2.21684538e-02   7.78557640e-03   7.40846097e-01   1.91991813e-02
    2.73277033e-02   1.91568360e-02   1.33720815e-01   2.42474768e-03
    2.19347645e-02   5.43574197e-03]
 [  9.44070809e-04   7.23883277e-03   1.82961253e-03   1.08125815e-02
    4.64252150e-03   1.08513655e-02   2.43467483e-04   9.03165281e-01
    1.73963998e-02   4.28759791e-02]
 [  1.03386817e-02   1.71921600e-03   7.38749951e-02   8.58211040e-01
    8.15463252e-04   1.12356879e-02   2.44897720e-03   1.11887306e-02
    2.75145657e-02   2.65243812e-03]
 [  2.26383179e-01   1.68945626e-05   1.73727162e-02   2.91521428e-03
    5.14382869e-03   1.17450310e-02   7.21368074e-01   2.90167576e-04
    1.16663473e-02   3.09858215e-03]
 [  2.24005729e-01   2.87312403e-04   6.71648141e-03   7.72559717e-02
    2.94131283e-02   5.23486853e-01   1.08018341e-02   4.27936390e-02
    6.27012849e-02   2.25377958e-02]
 [  1.26138807e-03   7.99856323e-04   9.67153192e-01   5.64999832e-03
    2.02538169e-04   3.89298715e-04   2.20645722e-02   8.74573598e-05
    2.28059804e-03   1.11031513e-04]
 [  1.85323671e-01   4.25737649e-02   2.31411941e-02   2.69545056e-02
    2.53869854e-02   3.36879462e-01   2.80240700e-02   9.20110419e-02
    1.17460907e-01   1.22244395e-01]
 [  8.07181466e-03   2.84598004e-02   1.71828493e-02   7.96104848e-01
    4.87286458e-03   6.87136129e-02   6.07987167e-03   1.51747791e-02
    2.88852248e-02   2.64542196e-02]
 [  9.83294725e-01   5.69226950e-06   2.80102808e-03   1.80626137e-03
    1.02287420e-04   5.72736282e-03   3.51349241e-03   1.16648641e-03
    8.14755971e-04   7.67881051e-04]
 [  8.88272654e-03   2.32703314e-05   2.43969285e-03   3.83686391e-03
    4.52706546e-01   1.25049101e-02   9.94096790e-03   4.71487045e-02
    4.66340361e-03   4.57852960e-01]
 [  3.20903538e-03   3.96633102e-03   1.21894643e-01   1.01309838e-02
    4.61766958e-01   1.25431996e-02   3.11011761e-01   1.28526837e-02
    4.37827259e-02   1.88416801e-02]
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    1.25991181e-03   1.26209087e-03   8.10893402e-02   4.16779629e-04
    7.60377152e-03   1.02104410e-03]
 [  5.18276870e-01   1.72772363e-03   2.16308944e-02   1.20672874e-01
    3.59699316e-03   1.49575084e-01   2.68010865e-03   6.02784706e-03
    1.59063652e-01   1.67479813e-02]
 [  3.14161740e-02   2.56925188e-02   3.03117614e-02   1.84519533e-02
    5.71854264e-02   5.66563785e-01   1.86872724e-02   2.01493297e-02
    1.83689579e-01   4.78521623e-02]
 [  7.47408811e-03   1.61663082e-03   3.32317017e-02   1.58885121e-02
    2.91897282e-02   2.87263300e-02   8.47428143e-01   1.10859924e-03
    1.81317069e-02   1.72045417e-02]
 [  1.73719842e-02   9.86364670e-03   1.02019273e-01   3.67440619e-02
    1.01333754e-02   2.06342921e-01   1.94591787e-02   1.33044990e-02
    5.77503502e-01   7.25752488e-03]
 [  3.18660191e-03   4.93226856e-01   5.35408892e-02   1.32849485e-01
    6.25124620e-03   5.98861277e-02   2.68553402e-02   5.97123727e-02
    3.96960340e-02   1.24795094e-01]
 [  5.78236300e-03   1.56785861e-01   7.96414092e-02   2.18256772e-01
    9.75057632e-02   1.01029694e-01   5.56391440e-02   4.32265773e-02
    1.14565209e-01   1.27567142e-01]
 [  2.13877368e-03   2.55189717e-01   8.83061066e-02   2.05374956e-01
    1.12606874e-02   1.52749261e-02   8.18934198e-03   3.18314135e-01
    7.22369999e-02   2.37143319e-02]
 [  4.07778285e-03   6.09998226e-01   6.05215319e-02   1.35110235e-02
    8.75619333e-03   5.08490242e-02   2.18749256e-03   2.14422140e-02
    2.07989544e-01   2.06670966e-02]
 [  1.14424257e-02   6.52351022e-01   4.29465584e-02   5.27687967e-02
    1.99603830e-02   3.29346880e-02   2.32520420e-02   3.78707461e-02
    8.55461136e-02   4.09273393e-02]
 [  1.36076082e-02   1.03546359e-01   4.98309672e-01   1.33402616e-01
    7.20252423e-03   2.72804163e-02   2.61354987e-02   2.49450468e-02
    1.51360422e-01   1.42098507e-02]
 [  9.50178564e-01   3.66004460e-05   2.76491093e-03   6.71891868e-03
    3.76701879e-04   3.05939559e-02   1.87518355e-03   2.33577192e-03
    2.70760292e-03   2.41175201e-03]
 [  4.23578203e-01   5.37629763e-04   4.28683519e-01   4.73446660e-02
    4.70410753e-03   1.17458217e-02   5.00373393e-02   6.70168130e-03
    2.29024310e-02   3.76456231e-03]
 [  2.97789113e-03   4.92651295e-03   5.60416356e-02   2.25142576e-02
    4.49888378e-01   2.45968383e-02   2.52306581e-01   2.30010040e-02
    5.10537773e-02   1.12693064e-01]
 [  8.09235685e-03   9.07538284e-04   2.84491549e-03   1.87242904e-03
    2.78902380e-03   3.73729086e-03   6.36666140e-04   9.03312922e-01
    5.94094172e-02   1.63974911e-02]
 [  2.08651368e-03   2.78234016e-02   1.76024400e-02   1.18780173e-02
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    8.41387331e-01   1.64179243e-02]
 [  7.30600834e-01   3.55238270e-04   8.50898176e-02   2.26514079e-02
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    3.41743305e-02   1.13747884e-02]
 [  5.40791685e-03   1.24189533e-01   1.53544128e-01   5.28755248e-01
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    1.18316084e-01   2.59068701e-03]
 [  1.16980390e-03   1.23590324e-03   3.22158751e-03   2.90340371e-02
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    1.31124882e-02   2.22929735e-02]
 [  6.20378792e-01   2.27562123e-05   1.39739709e-02   1.06517943e-02
    1.71936408e-03   3.29269975e-01   8.00508261e-03   7.44832307e-03
    5.28012775e-03   3.24970437e-03]
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    4.08054143e-01   5.14869057e-02]
 [  6.51817694e-02   4.59368788e-02   4.16991055e-01   3.27182375e-02
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    2.62870044e-01   3.96002270e-02]
 [  5.14576472e-02   1.98906528e-05   4.49481569e-02   5.88942599e-03
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    1.45484596e-01   1.24158792e-01]
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    2.25828611e-03   1.45707233e-03]
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    9.30014402e-02   4.80157323e-02   3.77666317e-02   6.03166744e-02
    2.53432184e-01   4.35053557e-01]
 [  1.13475345e-01   8.22856557e-03   2.37310410e-01   1.64138936e-02
    7.98858628e-02   1.39310926e-01   8.66295397e-02   3.55910212e-02
    1.23819150e-01   1.59335300e-01]
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    8.62159953e-03   5.22633046e-02]
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 [  1.71816931e-03   2.41748126e-06   2.87677885e-05   1.82807574e-03
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 [  4.80112471e-02   4.66810446e-03   2.02439800e-02   1.92288402e-02
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    1.33777782e-02   4.22230750e-01   3.27708647e-02   3.30812484e-02
    1.50750190e-01   3.26194428e-02]
 [  1.15104737e-02   4.61134315e-02   5.41389957e-02   3.18556353e-02
    2.73443479e-02   7.46691078e-02   2.54051201e-02   2.92662103e-02
    6.00027800e-01   9.96688232e-02]
 [  1.26230478e-01   1.54455774e-03   4.93293814e-02   9.31356475e-03
    4.21257503e-02   1.30136833e-02   6.83209181e-01   1.26412725e-02
    1.13778636e-02   5.12141809e-02]
 [  9.32656765e-01   2.21698228e-05   4.92062932e-03   1.07030114e-02
    1.91557701e-04   3.92959081e-02   2.02996028e-03   9.02043132e-04
    8.21586046e-03   1.06208271e-03]
 [  3.49614350e-03   5.38371562e-04   9.04344546e-04   6.50701020e-03
    3.62556358e-03   9.47387237e-03   2.36135005e-04   8.78731787e-01
    1.30479094e-02   8.34389031e-02]
 [  4.48925607e-03   8.64012986e-02   7.32967377e-01   3.31377015e-02
    1.04296231e-03   9.00405645e-03   8.59506875e-02   8.25719035e-04
    4.60850857e-02   9.58591554e-05]
 [  6.86536834e-04   1.07189617e-03   8.12785147e-05   2.61251931e-03
    1.22975223e-02   2.44097169e-02   2.98380124e-04   6.84624434e-01
    9.17883776e-03   2.64738917e-01]
 [  9.41389918e-01   9.95467126e-05   1.76313836e-02   7.31111458e-03
    4.77431342e-04   1.19814705e-02   1.30016403e-02   1.16797851e-03
    6.45965850e-03   4.79941227e-04]
 [  1.33866398e-02   6.11466588e-04   8.19009915e-03   2.08949726e-02
    2.88332134e-01   2.47371215e-02   1.03502795e-02   1.20231263e-01
    1.61848329e-02   4.97081190e-01]
 [  6.83593988e-01   1.18869968e-04   1.06260572e-02   1.36329774e-02
    7.99123012e-03   7.86114298e-03   2.23774463e-01   6.41313195e-03
    9.80472565e-03   3.61833833e-02]
 [  2.35343026e-03   8.07515323e-01   2.76056789e-02   1.85842589e-02
    1.14401216e-02   1.31738922e-02   8.30080453e-03   2.42588129e-02
    7.04851970e-02   1.62824150e-02]
 [  8.21685046e-02   5.40132076e-02   6.15444146e-02   1.28531400e-02
    2.93194372e-02   1.94970772e-01   3.03131212e-02   5.35696559e-03
    5.20999134e-01   8.46125651e-03]
 [  4.68852976e-03   1.30217371e-03   3.30937980e-03   3.10944933e-02
    6.54725707e-04   2.02999394e-02   4.61404881e-04   8.48645926e-01
    6.34426698e-02   2.61006933e-02]
 [  1.07042957e-02   1.16827292e-03   2.59444653e-03   1.44749209e-02
    1.34737641e-01   5.27524203e-02   5.63384173e-03   4.72495854e-01
    7.03122932e-03   2.98407167e-01]
 [  6.53732801e-03   1.09769627e-01   5.45128942e-01   2.32004076e-01
    7.36815215e-04   1.85308345e-02   2.90040839e-02   2.80052237e-03
    5.32311462e-02   2.25668284e-03]
 [  1.57954395e-01   4.34693694e-03   7.42266849e-02   2.44504154e-01
    1.57253835e-02   7.44553655e-02   2.04573482e-01   1.27584368e-01
    8.79869610e-02   8.64229538e-03]
 [  5.42647764e-03   4.93837714e-01   3.16169560e-02   1.87871858e-01
    2.12025456e-02   3.11094038e-02   2.84841396e-02   2.43702400e-02
    9.21100900e-02   8.39705244e-02]
 [  7.50108436e-02   3.99121782e-03   2.41626631e-02   1.05901688e-01
    3.46193872e-02   5.38488030e-01   4.40807194e-02   1.11240214e-02
    1.23226225e-01   3.93951796e-02]
 [  9.21498597e-01   1.50090083e-04   1.63130043e-03   7.15804566e-03
    5.75785583e-04   5.69223613e-02   2.17578211e-03   1.48960715e-03
    6.67631906e-03   1.72214909e-03]
 [  2.16216259e-02   1.08813830e-02   3.26860622e-02   7.78489947e-01
    7.00841704e-03   3.61428745e-02   1.86313838e-02   1.68150701e-02
    6.80850893e-02   9.63812694e-03]
 [  1.05996756e-02   7.79782748e-03   7.51525257e-03   3.63387540e-02
    8.01324248e-02   5.73617741e-02   2.27575526e-02   1.20357938e-01
    1.51035577e-01   5.06103218e-01]
 [  2.89476626e-02   1.06944272e-03   7.52002150e-02   2.97626629e-02
    3.47384214e-01   5.45986332e-02   7.63697773e-02   1.18942350e-01
    2.91448124e-02   2.38580316e-01]
 [  2.03920510e-02   1.82931905e-03   5.31140193e-02   2.85504721e-02
    4.41350520e-01   2.86756363e-02   1.18619010e-01   1.15478680e-01
    1.89769268e-02   1.73013404e-01]
 [  3.38519877e-03   3.08880895e-01   1.86919030e-02   7.23005086e-02
    1.44161925e-01   5.25030792e-02   3.53736579e-02   8.28463435e-02
    6.06014952e-02   2.21255049e-01]
 [  1.19902110e-02   8.01396370e-03   7.07519650e-01   3.45363352e-03
    1.27011733e-02   1.03293145e-02   2.05667689e-01   9.13938973e-04
    3.72904576e-02   2.11990462e-03]
 [  4.41680982e-04   9.51418877e-01   1.31261917e-02   7.20693776e-03
    1.22249604e-03   2.58957804e-03   8.69737659e-03   2.52112653e-03
    1.11467550e-02   1.62902276e-03]
 [  9.05892532e-03   1.15655444e-03   6.04668081e-01   2.19570938e-02
    1.11770313e-02   4.42071632e-03   3.23699087e-01   3.90259898e-04
    1.98042579e-02   3.66805145e-03]
 [  2.77156122e-02   9.06883739e-03   6.33154333e-01   1.07936330e-01
    7.73228181e-04   6.06520623e-02   3.63938580e-03   1.78152206e-03
    1.51155308e-01   4.12345305e-03]
 [  7.21038971e-03   5.77904642e-01   4.71120626e-02   1.15350232e-01
    2.35429779e-02   3.62312160e-02   4.10546586e-02   3.23318392e-02
    5.70916161e-02   6.21704124e-02]
 [  7.11481366e-03   1.21133691e-02   3.48694958e-02   2.65776157e-01
    1.47720706e-02   8.26837122e-02   6.52797520e-02   2.44044363e-02
    4.55453604e-01   3.75325829e-02]
 [  2.19352567e-03   8.97240639e-01   2.05491688e-02   2.09823605e-02
    3.06602195e-03   6.45930320e-03   1.11917714e-02   4.72539850e-03
    2.97818035e-02   3.81005532e-03]
 [  1.30285826e-02   1.89551734e-04   7.93620944e-03   6.98630931e-03
    9.70003977e-02   3.34192021e-03   2.59882919e-02   1.61548376e-01
    1.60089582e-01   5.23890793e-01]
 [  1.71507344e-01   2.61415401e-03   2.28058875e-01   1.11434245e-02
    6.40204828e-03   7.77508169e-02   3.31947416e-01   3.26919649e-03
    1.61140442e-01   6.16620388e-03]
 [  2.86590923e-02   4.22794931e-02   5.36007201e-03   2.16865577e-02
    1.11220881e-01   2.85807937e-01   2.07892116e-02   8.26593116e-02
    1.51947409e-01   2.49589965e-01]
 [  2.27774610e-03   6.88877376e-03   2.40497082e-03   1.09085403e-02
    5.52073866e-02   1.73801109e-02   3.40951374e-03   2.25327328e-01
    3.14235687e-02   6.44772112e-01]
 [  4.30627614e-02   2.22696806e-04   1.17941231e-01   5.24370978e-03
    9.92965326e-03   1.41211702e-02   8.02794278e-01   1.44379609e-03
    3.32730426e-03   1.91331841e-03]
 [  2.92932196e-03   2.45951861e-02   1.30703831e-02   1.35009617e-01
    6.82095997e-03   3.66794504e-02   2.04399414e-03   6.40256166e-01
    6.21527992e-02   7.64421374e-02]
 [  6.15085755e-03   5.66139400e-01   1.27905041e-01   3.61407325e-02
    1.80033669e-02   1.20051438e-02   1.67166237e-02   2.53869034e-02
    1.79132625e-01   1.24192704e-02]
 [  1.23689622e-01   4.75215800e-02   9.01627634e-03   2.12616120e-02
    5.40882163e-03   2.22999483e-01   6.92725088e-03   1.21882766e-01
    3.74086559e-01   6.72059879e-02]
 [  1.54526634e-02   9.00780037e-03   1.30442560e-01   2.45374545e-01
    2.82747075e-02   7.86204413e-02   1.78652152e-01   7.40775233e-03
    2.96834350e-01   9.93306376e-03]]
INFO:tensorflow:probabilities = [[  1.83435380e-02   4.18860669e-04   9.08576488e-01   8.22360255e-03
    7.19696796e-03   4.82397946e-03   3.05342879e-02   5.02344104e-04
    1.93567984e-02   2.02328083e-03]
 [  1.04224477e-02   4.85393405e-02   1.08386151e-01   2.36986324e-01
    3.69879268e-02   1.12915985e-01   7.31007159e-02   4.31446061e-02
    2.92343140e-01   3.71733904e-02]
 [  2.39654165e-03   8.70375778e-04   2.11686809e-02   9.85213928e-03
    1.00330748e-01   9.65631288e-03   7.76472867e-01   1.38493930e-03
    7.00129494e-02   7.85454083e-03]
 [  1.22353449e-01   9.58263176e-04   1.64670590e-02   5.09551644e-01
    1.36230688e-03   2.27993995e-01   7.45913293e-03   7.99581781e-02
    2.78107189e-02   6.08526217e-03]
 [  2.44591455e-03   5.65632200e-03   2.94708237e-02   8.13332856e-01
    8.80295527e-04   1.78138632e-02   4.78163781e-03   4.82115429e-03
    1.19376183e-01   1.42093026e-03]
 [  4.11381647e-02   1.65659171e-02   9.95619893e-02   1.10358253e-01
    1.07741751e-01   1.14734985e-01   1.21170737e-01   3.24636586e-02
    2.38971725e-01   1.17292777e-01]
 [  9.67071116e-01   7.27919814e-06   6.42564101e-03   1.69004500e-02
    2.62935821e-04   3.79320071e-03   2.62329681e-03   5.44605777e-04
    1.85471191e-03   5.16671862e-04]
 [  6.52462617e-03   5.91168227e-03   2.71028862e-03   9.79882199e-03
    1.64901569e-01   4.10399511e-02   5.27475169e-03   5.27130187e-01
    3.02630905e-02   2.06445009e-01]
 [  2.60215048e-02   4.98986663e-03   4.20763999e-01   4.16815914e-02
    4.91195843e-02   3.22349817e-02   4.41436321e-02   7.67866597e-02
    2.32250214e-01   7.20079616e-02]
 [  3.80374701e-03   6.48193178e-04   6.11670375e-01   2.47689694e-01
    5.52737736e-04   8.84312484e-03   4.12993878e-02   5.06052859e-02
    3.39360386e-02   9.51501017e-04]
 [  1.13013037e-03   8.97365153e-01   1.62928551e-02   8.30075052e-03
    8.70783522e-04   4.78628697e-03   6.56701904e-03   4.08719294e-03
    5.90592474e-02   1.54067564e-03]
 [  2.32587997e-02   3.68111720e-03   2.71709845e-03   4.87186909e-02
    5.83226718e-02   6.48169592e-02   9.80226602e-03   3.22705418e-01
    4.35409471e-02   4.22436029e-01]
 [  8.33466533e-04   1.14418551e-01   8.28387558e-01   2.16899347e-02
    6.83147286e-04   2.81811995e-03   1.34157324e-02   1.40413549e-03
    1.57271996e-02   6.22242340e-04]
 [  7.27862358e-01   1.25514274e-03   4.65150625e-02   1.03421733e-01
    2.82378867e-03   6.02359101e-02   2.03113277e-02   1.13675417e-02
    1.34445578e-02   1.27625456e-02]
 [  2.77778208e-02   7.03116832e-03   9.39025450e-03   2.60167886e-02
    4.54231398e-03   2.47905359e-01   3.56086181e-03   5.02411555e-03
    6.52700245e-01   1.60510875e-02]
 [  6.90291123e-03   7.36325622e-01   4.44588363e-02   2.21675243e-02
    1.43802073e-02   5.14016151e-02   1.01613551e-02   6.89273421e-03
    9.61377323e-02   1.11714592e-02]
 [  2.22196743e-01   3.02352314e-03   1.13809533e-01   5.43578938e-02
    1.38182640e-02   1.94220409e-01   8.89168233e-02   3.69614251e-02
    2.26591855e-01   4.61035743e-02]
 [  1.29944846e-01   1.31119723e-02   5.57375908e-01   1.10397838e-01
    3.24664894e-03   2.19260454e-02   5.11628464e-02   1.32582886e-02
    8.49843696e-02   1.45912208e-02]
 [  6.73067430e-03   6.15237514e-04   4.53986984e-04   4.51707141e-03
    1.08417934e-02   1.02605373e-02   1.93549495e-03   7.08576918e-01
    4.30740342e-02   2.12994292e-01]
 [  3.56178940e-03   6.57497406e-01   6.88278675e-02   2.70691756e-02
    1.69363897e-02   2.21450776e-02   1.48093067e-02   2.90070865e-02
    1.31829396e-01   2.83163637e-02]
 [  9.40278231e-04   1.58108640e-02   4.63305227e-02   8.80024731e-01
    5.37578249e-04   2.57972851e-02   2.42058956e-03   8.12987506e-04
    2.68947538e-02   4.30317537e-04]
 [  1.25846243e-03   8.61587822e-01   2.12209299e-02   2.04640646e-02
    5.02522290e-03   6.86595123e-03   1.04932645e-02   1.06164198e-02
    4.04476561e-02   2.20200215e-02]
 [  1.20536308e-03   9.27819371e-01   1.23556489e-02   1.47930020e-02
    1.34752900e-03   3.90525744e-03   8.32839962e-03   1.17594784e-03
    2.73958445e-02   1.67360064e-03]
 [  1.82351917e-02   1.45742679e-02   5.97671084e-02   7.97691941e-02
    5.50898956e-03   2.20684290e-01   1.53868347e-01   6.42777514e-03
    3.87241542e-01   5.39233945e-02]
 [  1.37339737e-02   7.39156678e-02   1.85619667e-02   5.46779558e-02
    5.83895557e-02   3.81940044e-02   4.33884449e-02   2.06448399e-02
    6.07998550e-01   7.04949349e-02]
 [  4.97656837e-02   1.06992316e-03   7.45518282e-02   5.86889148e-01
    2.34979186e-02   9.67907459e-02   8.09673779e-03   9.30016562e-02
    2.88018677e-02   3.75344977e-02]
 [  9.65818937e-04   9.14543390e-01   9.96008981e-03   1.25313103e-02
    1.61218410e-03   5.02596097e-03   2.61397823e-03   1.42897610e-02
    1.80504397e-02   2.04070527e-02]
 [  4.33829846e-03   6.82183862e-01   4.94520701e-02   7.21863955e-02
    1.39341243e-02   2.11191420e-02   3.43763120e-02   3.84475701e-02
    5.65130226e-02   2.74492335e-02]
 [  1.10835265e-02   5.86412428e-03   7.25526316e-03   7.60109769e-03
    7.25878596e-01   2.97734868e-02   5.56948893e-02   2.06266008e-02
    2.72160601e-02   1.09006390e-01]
 [  7.27494121e-01   6.39722348e-05   1.45259583e-02   1.45952180e-02
    8.81059852e-04   2.20267877e-01   9.73416120e-03   2.11473927e-03
    9.84609686e-03   4.76770452e-04]
 [  8.87011230e-01   6.68175286e-04   9.41661466e-03   2.04963107e-02
    2.32896695e-04   2.85625365e-02   2.41329931e-02   7.08243460e-04
    2.76794229e-02   1.09142880e-03]
 [  4.36037127e-03   5.78570552e-02   6.72009736e-02   4.31928597e-02
    2.99485158e-02   1.05231311e-02   6.99798107e-01   7.08507374e-03
    5.19827604e-02   2.80510932e-02]
 [  3.60052590e-03   6.73353612e-01   2.69622300e-02   2.35725846e-02
    8.18475336e-03   3.10965069e-02   1.64665971e-02   1.66062601e-02
    1.86654657e-01   1.35023268e-02]
 [  3.32309790e-02   1.78366154e-01   1.62765756e-01   1.50771543e-01
    1.77429579e-02   1.70490518e-01   3.18780802e-02   2.49707848e-02
    2.06826717e-01   2.29564700e-02]
 [  3.26214964e-03   8.81271660e-01   9.08254273e-03   1.46949561e-02
    5.59403701e-03   7.39926752e-03   8.09331052e-03   1.45156411e-02
    3.88567075e-02   1.72297508e-02]
 [  3.51127721e-02   2.40242050e-04   1.35767572e-02   7.92134181e-03
    2.10473333e-02   3.13731320e-02   8.25738490e-01   3.96108255e-03
    9.54423286e-03   5.14846034e-02]
 [  6.32747309e-03   8.31647124e-03   2.12560073e-02   1.99156515e-02
    3.06962192e-01   4.76239212e-02   5.93210757e-02   5.32495007e-02
    7.67143890e-02   4.00313288e-01]
 [  2.46750955e-02   1.71169490e-01   8.65830034e-02   1.56486388e-02
    6.44395947e-02   2.91658491e-01   1.38231618e-02   4.59385058e-03
    3.09823662e-01   1.75850466e-02]
 [  5.08152694e-03   1.41399894e-02   5.06445505e-02   4.28277850e-02
    2.25489661e-01   4.57401723e-02   2.45764375e-01   7.13372454e-02
    4.63372767e-02   2.52637416e-01]
 [  2.57382938e-03   3.93565558e-03   3.47768632e-03   6.25783671e-03
    2.30541080e-01   7.64810219e-02   8.49856716e-03   1.14614457e-01
    7.61891082e-02   4.77430791e-01]
 [  5.48399473e-03   9.85861756e-03   1.37893502e-02   6.64434791e-01
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    6.10733591e-02   2.26375721e-02]
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    7.71483928e-02   4.04164940e-01]
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    7.41858035e-03   9.34398323e-02]
 [  1.14716182e-03   8.99039268e-01   1.82709564e-02   2.55175643e-02
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    2.95280218e-02   2.34852685e-03]
 [  1.42884612e-01   2.73135549e-04   3.42668332e-02   1.87396668e-02
    1.53797595e-02   1.38908640e-01   3.13083306e-02   2.63033081e-02
    5.80655873e-01   1.12799108e-02]
 [  4.81972704e-03   9.52986628e-02   6.25905871e-01   3.11729852e-02
    5.30723669e-03   3.55505198e-03   1.53243780e-01   2.33086832e-02
    4.91177030e-02   8.27039964e-03]
 [  2.10949648e-02   1.56906340e-02   2.35399455e-02   1.63036156e-02
    3.64599735e-01   7.40383193e-02   6.71114996e-02   1.26976624e-01
    1.58491492e-01   1.32153139e-01]
 [  2.80900467e-02   3.69667844e-03   1.19266873e-02   3.89413014e-02
    3.08931503e-03   5.55727899e-01   1.85753766e-03   4.58671665e-03
    3.22964460e-01   2.91193407e-02]
 [  7.82129541e-03   4.69832728e-03   1.93802435e-02   6.08271837e-01
    3.49923444e-04   5.66697046e-02   1.47881176e-04   2.47540101e-01
    4.35027219e-02   1.16181057e-02]]
INFO:tensorflow:global_step/sec: 165.764
INFO:tensorflow:loss = 0.907202, step = 2001
INFO:tensorflow:probabilities = [[  8.40014982e-05   9.61327493e-01   3.35495104e-03   1.07616605e-02
    5.04359487e-04   2.19314336e-03   8.30740086e-04   5.37899835e-03
    1.12306131e-02   4.33393894e-03]
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    2.08287925e-01   1.89375710e-02]
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    4.94958013e-01   2.44913083e-02]
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    8.22742462e-01   2.43989602e-02   4.46579885e-03   6.54971041e-03
    9.73741151e-03   1.31284803e-01]
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    2.98476266e-03   6.24742329e-01]
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    8.87861177e-02   3.68533283e-02]
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    2.20501870e-02   1.37082413e-01   1.78341679e-02   6.87938854e-02
    1.23688713e-01   1.15526155e-01]
 [  4.00040997e-03   7.39903422e-04   2.21727453e-02   9.32071507e-01
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    2.41704985e-01   4.21034396e-02   2.95440644e-01   3.71231628e-03
    7.67013207e-02   4.91352379e-02]
 [  2.48080343e-02   2.92361714e-02   8.87229964e-02   2.02474426e-02
    1.10239657e-02   7.25302622e-02   2.71965843e-02   1.02060121e-02
    6.90537810e-01   2.54906379e-02]]
INFO:tensorflow:probabilities = [[  2.25805119e-03   1.84081167e-01   1.54000474e-02   1.22267336e-01
    9.33557749e-03   5.67255132e-02   1.02208760e-02   3.30374718e-01
    1.16082557e-01   1.53254136e-01]
 [  9.37371075e-01   3.26784648e-05   1.34223083e-03   3.42243747e-03
    6.39532926e-04   4.82546352e-02   2.61372398e-03   1.59524730e-03
    3.53963440e-03   1.18885993e-03]
 [  9.29354668e-01   1.04055525e-05   4.59993910e-03   1.94928516e-02
    4.52678178e-05   3.48744355e-02   1.45118078e-03   3.10137216e-03
    6.63063349e-03   4.39212716e-04]
 [  4.12032066e-04   1.29404094e-03   2.08513942e-04   7.52619701e-03
    3.29619832e-02   3.18422094e-02   1.27490424e-03   8.19695145e-02
    1.83552504e-02   8.24155331e-01]
 [  2.00364203e-03   4.49858235e-05   3.38744582e-03   2.90931598e-03
    1.59179159e-02   1.27211923e-03   9.65911150e-01   3.25893663e-04
    9.51680471e-04   7.27589568e-03]
 [  1.34908771e-02   1.86135841e-03   8.00554827e-03   4.28360663e-02
    7.45159611e-02   5.65420985e-02   6.46696612e-02   2.58656163e-02
    4.26086903e-01   2.86125958e-01]
 [  2.21015394e-01   4.73967288e-04   1.64821483e-02   1.94409445e-01
    1.35309389e-02   3.08293939e-01   8.29492807e-02   8.17918777e-03
    1.13143273e-01   4.15224694e-02]
 [  8.00913782e-04   1.68445011e-04   1.49505780e-04   1.21659664e-02
    6.05168229e-04   1.07478676e-02   3.16403130e-05   9.54429328e-01
    1.20168866e-03   1.96994543e-02]
 [  3.33858371e-01   1.65100710e-03   2.31137693e-01   3.13479006e-01
    2.53977923e-04   5.54273725e-02   4.27114591e-03   3.72198434e-03
    5.36050014e-02   2.59443396e-03]
 [  9.69415605e-01   3.67867733e-06   1.16525393e-04   2.10030447e-03
    2.20727467e-04   2.40673441e-02   8.02727591e-05   6.56632110e-05
    3.21163493e-03   7.18389347e-04]
 [  1.36386594e-02   1.47815066e-04   7.21918885e-04   5.10025956e-03
    8.89373012e-03   6.96179504e-03   1.89118960e-04   8.30390155e-01
    4.87177493e-03   1.29084706e-01]
 [  9.67901759e-03   1.40493107e-03   8.46919417e-03   2.72630015e-03
    6.04157984e-01   3.76182012e-02   6.43609613e-02   9.04541556e-03
    1.97806984e-01   6.47309944e-02]
 [  1.10892858e-02   9.27933678e-03   2.09538881e-02   3.65811922e-02
    1.56165570e-01   5.93755804e-02   1.56104537e-02   4.59568724e-02
    8.56904313e-02   5.59297383e-01]
 [  3.86708193e-02   1.43543340e-03   1.03778802e-01   2.03475244e-02
    4.70265955e-01   3.71668786e-02   8.95714834e-02   2.78261267e-02
    6.34532943e-02   1.47483706e-01]
 [  3.10470862e-03   1.51768044e-01   4.77281492e-03   8.29339921e-02
    2.42628884e-02   5.76369390e-02   6.52313652e-03   3.08902621e-01
    9.23998952e-02   2.67694920e-01]
 [  9.24798310e-01   4.46804188e-05   7.15882471e-03   6.95473468e-03
    6.60326215e-04   3.68791409e-02   7.01483851e-03   2.32219027e-04
    1.48985023e-02   1.35845621e-03]
 [  6.13398924e-02   8.98021681e-05   1.24989944e-02   1.29244521e-01
    9.94203426e-03   7.12724030e-01   1.45862466e-02   2.40235426e-03
    4.75210063e-02   9.65114497e-03]
 [  1.36645408e-02   2.40501529e-03   2.69869238e-01   8.17778185e-02
    2.05119848e-02   2.44962007e-01   1.57148615e-01   6.15578191e-03
    1.94032073e-01   9.47285350e-03]
 [  2.68636993e-03   7.36914992e-01   3.14982310e-02   2.26636436e-02
    4.43858514e-03   1.41003514e-02   8.53371769e-02   2.91821803e-03
    8.90661255e-02   1.03763463e-02]
 [  1.68754887e-02   3.76523728e-03   1.20845651e-02   1.89820863e-02
    1.17806774e-02   3.35163116e-01   1.27286259e-02   1.47103760e-02
    4.88235235e-01   8.56746510e-02]
 [  2.50503188e-03   3.53242420e-02   8.85631517e-03   5.57918012e-01
    1.18211750e-03   5.35863638e-02   6.57947152e-04   3.31586637e-02
    2.99450696e-01   7.36056780e-03]
 [  7.82056570e-01   1.65701305e-04   8.51037949e-02   6.78627267e-02
    4.95433924e-04   2.06844565e-02   1.52265828e-03   1.66383423e-02
    2.30626054e-02   2.40758411e-03]
 [  3.14704282e-03   8.71071024e-05   6.28401851e-03   3.88750806e-03
    6.99784517e-01   6.19084574e-03   7.72849331e-03   3.78166954e-03
    2.16624094e-03   2.66942561e-01]
 [  1.55000184e-02   4.04833537e-03   7.53515065e-01   2.15192698e-02
    2.87993290e-02   3.58752580e-03   1.59838960e-01   2.99221766e-03
    7.71861989e-03   2.48066848e-03]
 [  3.48659349e-03   1.95183000e-03   7.67987547e-03   3.11598610e-02
    1.25081446e-02   1.99254341e-02   4.49326495e-03   9.33996867e-03
    9.04200971e-01   5.25409123e-03]
 [  8.26956052e-03   1.98895973e-03   1.13759295e-03   3.25458683e-02
    2.24176957e-03   6.32746637e-01   1.00301784e-02   3.05489317e-04
    2.91271687e-01   1.94622912e-02]
 [  5.91214094e-03   8.69494006e-02   5.84418215e-02   1.69907920e-02
    4.55425531e-02   2.27868538e-02   6.75676346e-01   7.63461506e-03
    5.64874895e-02   2.35780273e-02]
 [  4.77376990e-02   2.14157230e-03   3.34183387e-02   5.78221679e-02
    1.52365655e-01   2.20633317e-02   1.74315035e-01   5.45142852e-02
    1.95636228e-02   4.36058253e-01]
 [  3.75766249e-04   9.39187765e-01   7.07788719e-03   6.81755692e-03
    4.61530220e-03   1.94884825e-03   1.58059853e-03   3.24400654e-03
    3.15623358e-02   3.58977448e-03]
 [  4.35102126e-03   3.43084498e-03   5.00389822e-02   6.05542898e-01
    4.83364769e-04   1.03451207e-01   6.81607472e-03   2.12429464e-02
    2.03478962e-01   1.16383028e-03]
 [  2.10457714e-03   8.33748898e-04   7.80735957e-03   1.42756905e-02
    6.35968074e-02   3.64529006e-02   8.37212920e-01   4.93889675e-04
    2.34765951e-02   1.37454355e-02]
 [  3.10227275e-04   8.96322541e-04   6.17797077e-02   3.71771073e-03
    8.32610298e-03   3.48196528e-03   9.19264376e-01   1.45093712e-04
    9.51837457e-04   1.12668215e-03]
 [  1.19128753e-03   4.36129412e-05   3.44069377e-02   1.30885385e-03
    2.07987174e-01   1.82897912e-03   7.22906411e-01   1.12892257e-03
    2.49382723e-02   4.25960356e-03]
 [  2.92384974e-03   1.15622580e-02   1.55183971e-02   2.89590769e-02
    7.32237473e-02   7.58392513e-02   1.05081070e-02   3.86206686e-01
    1.04253218e-01   2.91005373e-01]
 [  2.01152451e-02   7.84232467e-03   9.88961849e-03   1.95406862e-02
    2.12217607e-02   3.88242491e-02   1.30764267e-03   6.20506227e-01
    3.86897549e-02   2.22062469e-01]
 [  1.44989997e-01   2.52274663e-06   2.74721897e-05   7.55485892e-02
    3.86262313e-04   7.10929096e-01   3.77787655e-05   4.09514159e-02
    1.43915033e-02   1.27353026e-02]
 [  1.21425673e-01   2.49502162e-04   1.54842541e-03   1.73844919e-02
    3.09043258e-01   1.76580653e-01   6.14886917e-03   7.25894421e-02
    1.84190460e-02   2.76610583e-01]
 [  7.47363688e-03   5.83540462e-02   5.20891845e-02   1.65647224e-01
    1.59703828e-02   9.81183872e-02   5.27718589e-02   3.75590548e-02
    4.96468574e-01   1.55476881e-02]
 [  6.65157521e-03   1.74249202e-01   1.60953086e-02   1.77195415e-01
    5.88686019e-03   9.28933248e-02   1.99639937e-03   1.19337119e-01
    3.00092757e-01   1.05602063e-01]
 [  1.54677499e-02   4.84915311e-03   6.59883674e-03   5.17937779e-01
    7.43355649e-03   2.72097647e-01   8.46496504e-03   1.02579668e-01
    5.30582704e-02   1.15124397e-02]
 [  9.76599753e-01   1.13773831e-05   5.53218322e-03   3.00992234e-03
    1.45385304e-04   1.20791476e-02   6.73457340e-04   9.96633753e-05
    1.51614496e-03   3.32964555e-04]
 [  1.35056704e-01   2.37463042e-03   2.28347480e-01   5.52572273e-02
    1.19615994e-01   8.94323960e-02   1.48822471e-01   8.12466815e-02
    8.21143910e-02   5.77320307e-02]
 [  1.89415715e-03   7.60534033e-02   7.61128590e-03   4.00203317e-02
    2.01729103e-03   9.80936065e-02   2.92043784e-03   2.01993622e-02
    7.25324035e-01   2.58660913e-02]
 [  4.83056065e-03   3.54021264e-04   1.36431143e-01   6.04868447e-03
    3.47745359e-01   2.66269059e-03   4.53935295e-01   1.30507844e-02
    2.51969956e-02   9.74443462e-03]
 [  4.24772920e-03   2.07125908e-03   3.64148095e-02   6.81307353e-03
    2.39433460e-02   6.38328912e-03   8.99044096e-01   2.07844772e-03
    1.19118290e-02   7.09214527e-03]
 [  1.16390213e-02   3.32660675e-01   2.80165225e-02   1.36545286e-01
    1.91746876e-02   8.84738788e-02   3.88618447e-02   7.36057535e-02
    1.44224480e-01   1.26797736e-01]
 [  5.96567756e-03   2.10797926e-03   4.45079282e-02   2.08823726e-01
    6.01136545e-03   2.86734819e-01   2.46900655e-02   9.11144819e-03
    3.81926805e-01   3.01203355e-02]
 [  4.17598843e-04   1.21175908e-04   2.68486940e-04   1.99698540e-03
    2.85518181e-04   3.28046642e-03   2.94889651e-05   9.52991128e-01
    7.04304362e-03   3.35660316e-02]
 [  2.53838510e-03   8.66100073e-01   3.54899503e-02   3.74626853e-02
    1.13990484e-03   4.86029731e-03   1.40536474e-02   5.39672049e-03
    2.58463062e-02   7.11191772e-03]
 [  3.54928821e-01   1.86846429e-03   2.47776080e-02   2.65328199e-01
    7.91702699e-03   2.04601169e-01   4.43407409e-02   1.81387290e-02
    6.01077974e-02   1.79914311e-02]
 [  1.11726420e-02   6.23884313e-02   8.79038274e-02   6.46713316e-01
    8.25807860e-04   4.59839031e-02   5.16115688e-03   7.31298747e-03
    1.25660270e-01   6.87757321e-03]
 [  8.37288797e-01   2.38284440e-04   1.40406878e-03   1.02196019e-02
    3.04702437e-04   1.04359753e-01   5.54243010e-03   6.40949293e-04
    2.47243587e-02   1.52770178e-02]
 [  1.49969816e-01   4.05407278e-03   1.07643358e-01   1.89018980e-01
    1.27809327e-02   5.18070795e-02   3.25086683e-01   2.34537665e-02
    1.01667561e-01   3.45177613e-02]
 [  2.11696565e-01   3.48595087e-03   2.06022024e-01   4.32757199e-01
    2.53474130e-03   5.32654487e-02   1.26676261e-02   5.86408097e-03
    4.86728922e-02   2.30335519e-02]
 [  2.56621325e-03   1.28155788e-02   2.90013058e-03   1.81691255e-02
    2.31372356e-01   3.64887416e-02   2.70038135e-02   1.05807722e-01
    5.44905141e-02   5.08385777e-01]
 [  6.69863308e-04   6.52517611e-03   1.30785592e-02   4.61536599e-03
    1.84374955e-02   3.64907598e-03   9.39532220e-01   2.42320541e-03
    4.82067978e-03   6.24830695e-03]
 [  1.43608754e-03   4.87038284e-04   9.76303995e-01   1.02239111e-02
    1.31269218e-03   1.21252658e-03   5.23870951e-03   3.26119683e-04
    3.29606468e-03   1.62983415e-04]
 [  1.15161203e-01   8.82668328e-03   1.49638271e-02   3.56321596e-02
    1.48277618e-02   4.68170047e-01   1.38129005e-02   1.65933631e-02
    1.69995636e-01   1.42016381e-01]
 [  4.69269609e-04   9.40142334e-01   6.78340252e-03   9.72003769e-03
    5.90276439e-04   3.83972935e-03   6.24305196e-03   3.93119827e-03
    2.76305135e-02   6.50104252e-04]
 [  1.76426526e-02   2.75018871e-01   1.61582276e-01   5.13427369e-02
    3.82108055e-03   1.09234408e-01   8.19377881e-03   3.44333565e-03
    3.53425920e-01   1.62950233e-02]
 [  1.69488620e-02   8.37202370e-03   8.44851434e-02   2.04309728e-02
    2.50333220e-01   3.13060433e-02   7.95082748e-02   1.04978673e-01
    8.91225785e-02   3.14514160e-01]
 [  2.44369498e-03   1.60979852e-02   1.59511995e-02   8.59806687e-02
    3.22579145e-02   7.19657615e-02   2.72531807e-02   6.88826218e-02
    5.95676363e-01   8.34906250e-02]
 [  7.42984843e-03   3.86640429e-01   2.56264567e-01   6.22186661e-02
    3.79167236e-02   9.40648988e-02   5.38228266e-03   1.54558932e-02
    1.25459135e-01   9.16749518e-03]
 [  1.61036756e-02   9.82964598e-03   5.12402713e-01   3.43764424e-02
    6.25114739e-02   1.76233742e-02   2.75127947e-01   1.67260005e-03
    6.17034361e-02   8.64861440e-03]
 [  7.61213992e-03   9.95264575e-02   1.18577048e-01   2.09084943e-01
    1.24771232e-02   3.79597172e-02   6.42646924e-02   3.21990550e-02
    3.61215442e-01   5.70834279e-02]
 [  7.73936585e-02   1.05997326e-03   8.43178570e-01   1.67335104e-02
    9.31513682e-03   1.62907448e-02   2.03643031e-02   1.27462484e-03
    9.36556794e-03   5.02403732e-03]
 [  9.16605651e-01   3.12930479e-06   2.76826927e-03   5.42450473e-02
    1.09303553e-04   1.66409314e-02   1.93884829e-04   2.99545750e-03
    1.65392540e-03   4.78445692e-03]
 [  1.91954791e-03   5.80954889e-04   4.15244251e-02   7.70939689e-04
    3.62276379e-03   1.91585184e-03   9.43956077e-01   7.53678672e-04
    4.42443974e-03   5.31317666e-04]
 [  1.66715700e-02   3.69412103e-03   1.36503698e-02   1.67199466e-02
    2.20951051e-01   3.25383656e-02   6.04009777e-02   7.46442080e-02
    1.17768675e-01   4.42960680e-01]
 [  7.67564110e-04   6.18850052e-01   1.80648446e-01   1.90039966e-02
    6.65825652e-03   1.47033334e-02   1.53597593e-02   9.00719035e-03
    1.33823350e-01   1.17801817e-03]
 [  3.50456266e-03   2.85888161e-03   2.18646135e-03   1.45067507e-02
    2.95911759e-01   3.79831754e-02   6.65319664e-03   7.56506398e-02
    5.93967736e-02   5.01347840e-01]
 [  1.77862588e-03   8.63587439e-01   1.55293271e-02   3.02976295e-02
    5.48509834e-03   1.11011937e-02   1.70372184e-02   1.12858387e-02
    2.68215090e-02   1.70761850e-02]
 [  1.92875741e-03   2.66616736e-02   5.51777566e-03   4.79102880e-02
    1.03482977e-01   3.13555263e-02   2.04364154e-02   8.47429112e-02
    7.43200108e-02   6.03643656e-01]
 [  1.77071616e-02   4.62588578e-01   1.34470627e-01   7.78782815e-02
    4.77697439e-02   5.65684550e-02   2.34862864e-02   1.51565168e-02
    1.37659743e-01   2.67146192e-02]
 [  6.48152754e-02   3.06162692e-04   9.58078774e-04   2.62530101e-03
    5.81413470e-02   4.72321026e-02   2.06596451e-03   4.04761761e-01
    4.06787582e-02   3.78415316e-01]
 [  5.30111603e-02   4.72244732e-02   3.99667144e-01   1.72529239e-02
    5.61579317e-02   6.40833527e-02   2.93896324e-03   3.53198941e-03
    3.51087868e-01   5.04421117e-03]
 [  5.52024841e-01   1.35853843e-04   1.69382021e-02   1.63073260e-02
    3.82862128e-02   1.68458045e-01   3.52911465e-03   5.98536953e-02
    4.77167815e-02   9.67499167e-02]
 [  1.03483006e-01   7.70808183e-05   1.62599664e-02   6.96356595e-03
    4.93120868e-03   4.16333089e-03   8.20723057e-01   4.01085103e-03
    3.42234820e-02   5.16444771e-03]
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    4.58924145e-01   1.96812879e-02   1.90787821e-03   2.85619050e-02
    5.17771766e-03   4.81373429e-01]
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    3.77870090e-02   8.57144818e-02   1.30690150e-02   9.46538746e-02
    2.87991315e-01   1.71621606e-01]
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    2.43236907e-02   2.14056857e-03   2.69637257e-01   2.12150137e-03
    4.46240045e-03   1.25214434e-03]
 [  7.98206985e-01   1.53340795e-03   2.82624569e-02   7.26450328e-03
    1.03023532e-03   5.58658428e-02   4.14532535e-02   1.76857959e-03
    5.89343831e-02   5.68032591e-03]
 [  3.99261393e-04   7.57796224e-05   1.52256503e-03   2.75327265e-03
    8.93215984e-02   4.82137734e-03   4.66037681e-03   1.85643137e-02
    8.23895074e-03   8.69642496e-01]
 [  9.82060432e-02   7.53730442e-03   3.09500173e-02   3.05341363e-01
    1.07557774e-02   2.81331539e-01   2.40542460e-02   6.94278162e-03
    2.19404981e-01   1.54758878e-02]
 [  5.52738905e-01   1.11598827e-04   4.68493812e-02   9.82384011e-02
    2.27225290e-04   2.72963464e-01   3.20093893e-03   3.97807080e-03
    2.03054771e-02   1.38647051e-03]
 [  4.72651387e-04   1.80443451e-02   4.93408814e-02   1.15307048e-03
    5.61787095e-03   6.94637606e-03   9.10844445e-01   5.33987586e-05
    6.64369762e-03   8.83342349e-04]
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    3.73589515e-04   4.49290092e-04   1.02518918e-03   1.01155962e-03
    3.83292045e-03   6.32424955e-04]
 [  4.65796702e-03   2.68752407e-03   2.42546597e-03   1.56496011e-03
    6.81738675e-01   1.72831900e-02   1.34512633e-01   1.67475455e-02
    7.24662654e-03   1.31135434e-01]
 [  1.78627064e-03   8.77249062e-01   3.36541086e-02   2.01567356e-02
    3.24899098e-03   5.70898317e-03   8.28761049e-03   7.58978864e-03
    3.24978940e-02   9.82052181e-03]
 [  5.82182668e-02   1.10768655e-03   6.90172566e-03   6.02865160e-01
    3.13465367e-03   2.38825291e-01   3.94350011e-03   2.68985145e-03
    7.78285712e-02   4.48532216e-03]
 [  5.15706744e-03   2.71251355e-03   2.36933529e-02   2.39564981e-02
    1.52371544e-03   5.03129512e-03   6.67245840e-05   6.84511662e-01
    2.26796746e-01   2.65505258e-02]
 [  5.70594333e-03   1.44561369e-03   6.32478250e-03   9.69996490e-03
    2.06739590e-01   2.36862078e-02   2.17533540e-02   8.63982365e-02
    4.32907417e-02   5.94955564e-01]
 [  5.44093698e-02   3.64163727e-03   4.64063734e-01   4.34041142e-01
    5.90501295e-04   1.18875699e-02   7.76066910e-03   2.72082654e-03
    1.87159367e-02   2.16871174e-03]
 [  1.30274473e-03   8.00367117e-01   1.52055044e-02   3.18610109e-02
    5.63696213e-03   1.48943122e-02   2.14971919e-02   1.63905453e-02
    5.13498746e-02   4.14945297e-02]
 [  8.76153004e-04   2.48813555e-02   1.60597113e-03   9.47537720e-02
    1.58111989e-01   4.43829745e-02   8.31359252e-03   7.38822594e-02
    5.68744987e-02   5.36317408e-01]
 [  1.09125674e-03   1.63037665e-02   9.40331630e-03   1.49008349e-01
    8.36878363e-03   3.75255831e-02   1.07384508e-03   5.03249764e-01
    3.31660844e-02   2.40809292e-01]
 [  4.70219133e-03   1.64404899e-01   5.96819997e-01   3.16237994e-02
    1.80464785e-03   2.00992171e-02   1.66238934e-01   6.15563622e-05
    1.31015060e-02   1.14327890e-03]
 [  3.67240468e-03   2.51481164e-04   1.66972000e-02   8.26742034e-04
    5.60203474e-03   7.56618509e-04   9.67117727e-01   8.59547363e-05
    3.49860196e-03   1.49120647e-03]
 [  3.04211900e-02   2.70599097e-01   1.25942022e-01   1.12248594e-02
    2.63457566e-01   8.81000236e-02   3.75743620e-02   1.06838411e-02
    1.25916809e-01   3.60803157e-02]
 [  5.55748865e-03   3.65274064e-02   2.56610420e-02   6.30310997e-02
    2.78701037e-01   3.03043183e-02   2.18814984e-02   2.03712523e-01
    1.49795979e-01   1.84827596e-01]]
INFO:tensorflow:global_step/sec: 163.279
INFO:tensorflow:loss = 0.740933, step = 2101
INFO:tensorflow:probabilities = [[  2.20378544e-02   2.78116250e-03   8.20143819e-01   1.63136497e-02
    8.51462828e-04   8.09411518e-03   9.35364701e-03   9.85071156e-03
    1.09763794e-01   8.09860474e-04]
 [  1.77657756e-03   8.67296398e-01   1.89790409e-02   2.87680477e-02
    3.86179588e-03   1.75249558e-02   1.02348048e-02   9.63573437e-03
    3.18020768e-02   1.01205781e-02]
 [  1.08518459e-01   7.11700050e-05   2.15417449e-03   9.20710266e-02
    5.97780459e-02   7.75342509e-02   8.56091827e-03   3.94346654e-01
    1.42084867e-01   1.14880420e-01]
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    1.26817971e-01   6.09062100e-03   6.69381738e-01   2.95219477e-02
    2.99077965e-02   3.89057957e-02]
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    2.41038878e-03   2.21522292e-03   9.47668791e-01   2.95555510e-04
    7.43425544e-03   6.59438968e-03]
 [  3.12316464e-03   6.26662187e-03   1.13845272e-02   2.65614339e-03
    8.47248316e-01   2.67416122e-03   8.09861869e-02   7.43865781e-03
    5.77676157e-03   3.24455388e-02]
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    1.13109220e-02   2.17209454e-03   9.44204450e-01   1.76793998e-04
    1.13276429e-02   4.42372169e-03]
 [  4.68364597e-04   1.22792117e-05   1.22757294e-04   5.80711931e-04
    1.78999524e-03   8.86195526e-03   1.79862371e-04   9.75819290e-01
    6.45450922e-03   5.71024464e-03]
 [  6.42737024e-04   8.52192223e-01   2.86647510e-02   4.30804789e-02
    6.31604460e-04   8.18364695e-03   6.24430366e-03   5.10596298e-03
    5.14459424e-02   3.80852865e-03]
 [  1.25350710e-03   9.45781451e-03   2.72697080e-02   9.34610844e-01
    1.16877047e-04   1.28296660e-02   1.84360414e-03   2.88482406e-03
    8.97100475e-03   7.62180542e-04]
 [  3.65043734e-03   2.61119963e-03   1.36084843e-03   2.34245975e-02
    2.57220596e-01   6.11429401e-02   1.33031998e-02   1.05199791e-01
    1.47592425e-01   3.84493977e-01]
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    4.34563048e-02   7.41273770e-03]
 [  5.75426361e-03   4.01957612e-03   3.19338054e-03   2.70337407e-02
    3.57929175e-03   3.51484865e-02   9.72871145e-04   8.63115013e-01
    3.06106675e-02   2.65726820e-02]
 [  9.25130770e-03   1.26054720e-03   1.55641725e-02   1.12363063e-02
    3.44863772e-01   2.17375159e-02   3.60458307e-02   1.04164034e-01
    3.74858640e-02   4.18390691e-01]
 [  5.59595274e-03   7.61114806e-03   3.95600721e-02   3.72703257e-03
    6.07183576e-01   4.85570841e-02   4.98197973e-02   2.09858138e-02
    1.15536958e-01   1.01422511e-01]
 [  8.90037802e-04   9.65223834e-03   3.15443357e-03   1.29087614e-02
    3.39797527e-01   4.38379683e-02   3.15913893e-02   1.40075143e-02
    1.02127671e-01   4.42032486e-01]
 [  2.88060075e-03   3.13913496e-03   1.61491018e-02   1.42408919e-03
    3.02729080e-03   4.65748133e-03   9.61378694e-01   6.39401915e-05
    5.58586325e-03   1.69376179e-03]
 [  6.24969427e-04   6.13604614e-04   7.40574906e-03   9.86215949e-01
    1.96343626e-05   2.79650814e-03   2.39426226e-04   7.34830217e-04
    1.30845630e-03   4.08055093e-05]
 [  1.67979160e-03   8.84568214e-01   5.08770682e-02   7.08634779e-03
    2.10066489e-03   1.72108028e-03   5.73006645e-03   5.95786329e-03
    3.76016386e-02   2.67729163e-03]
 [  6.62352424e-03   7.97749963e-04   4.80310991e-03   1.17702866e-02
    1.61156221e-03   8.37038681e-02   4.27831052e-04   5.00710588e-03
    8.68347287e-01   1.69077162e-02]
 [  2.19880324e-02   1.39522494e-03   3.71710211e-02   1.20025307e-01
    9.29110497e-03   7.83980414e-02   4.78744227e-03   2.77154669e-02
    5.83515584e-01   1.15712844e-01]
 [  4.20878688e-03   6.22529387e-02   2.53783185e-02   6.42369539e-02
    1.44196465e-03   1.42169697e-02   3.19732074e-03   6.57288849e-01
    1.57956377e-01   9.82151181e-03]
 [  1.37964881e-03   3.53639852e-03   2.29446194e-03   7.19670132e-02
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    1.07646557e-02   4.85047773e-02]
 [  9.96838093e-01   9.02406470e-08   5.15664906e-05   4.08763764e-04
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    3.93559836e-04   1.99167080e-05]
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    2.38520303e-03   2.76397802e-02   7.64841493e-03   5.22689149e-03
    2.58541182e-02   1.42760971e-03]
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    1.42407939e-02   1.84283838e-01   5.62589383e-03   2.13631205e-02
    4.52830404e-01   2.21964940e-02]
 [  4.69745952e-04   1.69539303e-02   4.93747089e-03   3.36593273e-03
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    1.46610647e-01   3.32423061e-01]
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    5.70529848e-02   2.06485949e-03]
 [  4.20104573e-03   3.95967036e-05   7.12515030e-05   3.65991844e-03
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    3.02866264e-03   7.73104355e-02]
 [  1.52029112e-01   2.56413623e-04   7.00564235e-02   3.03962966e-03
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    2.41622049e-02   6.37496114e-01]
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    1.41728789e-01   2.15167493e-01]
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    5.40690273e-02   7.30757043e-03]
 [  1.67608703e-03   6.73475850e-04   4.99652559e-03   9.11887959e-02
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    1.93570212e-01   3.35192941e-02]
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    6.28309324e-03   4.08440530e-02   1.38791965e-03   5.91808371e-03
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 [  3.32158916e-02   7.10038170e-02   8.90221000e-02   3.90247852e-01
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    1.13340743e-01   2.90372316e-02]
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    7.87214577e-01   4.04499751e-03]
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    1.79378390e-02   5.78566175e-03]
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    2.13905811e-01   2.30700970e-02   8.14406294e-03   4.26487289e-02
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    3.25807184e-03   1.37137700e-04]
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    1.21842157e-02   3.11325043e-02]
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 [  1.50095532e-03   1.29133157e-04   4.12921014e-04   4.38322686e-03
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    2.41195201e-03   6.42727762e-02   1.31134666e-03   3.26308250e-01
    6.02583885e-02   8.77717510e-02]
 [  3.90093476e-02   4.96477727e-03   6.14112243e-02   5.34253269e-02
    8.30656290e-03   4.16540414e-01   2.91586984e-02   6.50149630e-03
    1.68143585e-01   2.12538615e-01]
 [  9.26718235e-01   4.56632824e-06   8.68658652e-04   6.31423248e-03
    1.02509592e-04   5.40601201e-02   3.97181662e-04   4.05281782e-03
    6.89271791e-03   5.88982890e-04]
 [  2.93217506e-03   8.27261209e-01   2.45478209e-02   3.49677727e-02
    7.02298386e-03   9.42999404e-03   8.85755662e-03   2.45983414e-02
    4.18406278e-02   1.85414553e-02]
 [  4.12986195e-03   7.86183536e-01   2.72407345e-02   5.51690124e-02
    3.77595029e-03   1.43344607e-02   1.50930351e-02   2.94043925e-02
    4.21038680e-02   2.25651152e-02]
 [  2.01205071e-02   9.21652478e-04   1.54142454e-01   1.86169539e-02
    1.94587141e-01   3.02462839e-02   4.05915566e-02   7.33042285e-02
    4.86980341e-02   4.18771178e-01]
 [  1.07381381e-02   4.09250380e-03   1.10857571e-02   2.13642284e-01
    1.03911096e-02   2.14458913e-01   1.13119213e-02   4.37279940e-02
    4.02623415e-01   7.79279545e-02]
 [  1.01155555e-02   1.49827991e-02   9.53872874e-03   7.13566542e-02
    5.38855754e-02   1.21238865e-01   5.98843992e-02   1.09774210e-01
    3.42895120e-01   2.06328154e-01]
 [  8.12358782e-02   7.67616928e-03   5.14919125e-02   7.10374653e-01
    2.89216376e-04   9.17223096e-02   8.99274484e-04   1.60345365e-03
    5.27896285e-02   1.91754953e-03]
 [  1.84049632e-03   1.68190309e-05   2.24055280e-03   2.31130491e-03
    6.69233501e-01   4.23185853e-03   4.44357330e-03   1.71184856e-02
    8.35628423e-04   2.97727704e-01]
 [  9.71917272e-01   2.10985604e-06   3.83227738e-03   1.06451344e-02
    1.04430423e-04   1.06122922e-02   1.44871383e-03   5.38881170e-04
    6.02749467e-04   2.96216080e-04]
 [  6.67374907e-03   5.57324767e-01   3.68249901e-02   5.77971637e-02
    3.55195887e-02   1.59110744e-02   2.27269847e-02   6.83510490e-03
    2.25604609e-01   3.47818099e-02]
 [  9.94297564e-01   3.58863076e-07   2.85460592e-05   4.51097323e-04
    5.47478294e-06   3.37973470e-03   2.75401515e-04   3.90664092e-04
    1.07732567e-03   9.38497251e-05]
 [  1.13946339e-02   2.56245304e-03   6.64410880e-03   2.85412557e-02
    7.02695921e-03   3.84818651e-02   4.19257348e-03   6.71980619e-01
    3.01624145e-02   1.99013084e-01]
 [  4.77800984e-03   5.49683906e-02   7.95105994e-02   3.72478105e-02
    3.03928759e-02   4.29410450e-02   5.07005274e-01   8.16016749e-04
    2.33182862e-01   9.15719196e-03]
 [  2.75244674e-04   1.40355632e-03   1.54724903e-02   3.10001429e-04
    5.10751270e-03   2.48955912e-04   9.72191989e-01   1.34251677e-04
    4.25514858e-03   6.00895553e-04]
 [  8.16876069e-04   2.00123899e-03   7.60191493e-03   6.86390791e-03
    5.52282155e-01   1.94663275e-02   5.48314750e-02   2.04802584e-02
    3.46467756e-02   3.01009029e-01]
 [  4.60122805e-03   2.07941011e-02   5.41991182e-03   2.84983721e-02
    1.44888893e-01   7.02003762e-02   1.34635419e-02   3.05127770e-01
    7.58852810e-02   3.31120551e-01]
 [  7.93017074e-03   7.73766190e-02   4.85073328e-02   4.57130402e-01
    1.33943735e-02   1.53444648e-01   2.94202585e-02   6.92517087e-02
    7.27599487e-02   7.07845166e-02]
 [  2.91069858e-02   1.68402772e-03   6.65868104e-01   1.88438281e-01
    5.82969887e-03   9.29114968e-03   6.32266775e-02   7.76567357e-03
    2.15354115e-02   7.25398678e-03]
 [  2.57644383e-03   7.40301490e-01   1.92918293e-02   3.45833488e-02
    8.80753528e-03   5.59216179e-02   2.32135244e-02   4.53155078e-02
    4.43237908e-02   2.56649218e-02]
 [  3.91993066e-03   8.04742217e-01   3.79201695e-02   4.50307317e-02
    7.46357022e-03   1.20936651e-02   1.44522833e-02   1.05866743e-02
    5.14247268e-02   1.23660089e-02]
 [  5.35332691e-03   7.21403137e-02   7.01129884e-02   1.88330889e-01
    1.22268510e-03   1.32100061e-02   1.64146291e-03   5.09553254e-01
    1.27506182e-01   1.09289745e-02]
 [  8.64948332e-02   3.30167566e-03   4.89236712e-02   6.21036775e-02
    9.96286795e-02   3.84790301e-01   6.60896376e-02   3.78794037e-02
    5.78990579e-02   1.52889028e-01]
 [  4.62091761e-03   9.21168644e-03   1.60945358e-03   4.91973162e-01
    9.00983985e-04   3.84660423e-01   8.76245182e-03   4.41389419e-02
    4.49097082e-02   9.21229180e-03]
 [  3.33084762e-02   1.97039917e-03   6.83253288e-01   6.76857354e-03
    5.64247631e-02   1.15957251e-03   1.81856677e-01   1.10120056e-02
    1.02365296e-02   1.40097393e-02]
 [  2.12262776e-02   1.62750180e-03   1.26268202e-02   1.07841067e-01
    8.54516216e-03   1.14387780e-01   4.56828959e-02   1.54667976e-03
    6.79490507e-01   7.02524185e-03]
 [  3.10883392e-03   1.11189317e-02   3.71470898e-02   3.34636271e-02
    1.94673285e-01   1.56261235e-01   4.02904563e-02   3.81114744e-02
    3.18262011e-01   1.67563125e-01]
 [  1.45256808e-02   5.06167744e-05   7.66264740e-03   1.98442396e-03
    8.50372599e-04   5.55422390e-04   9.71459925e-01   8.63564710e-05
    9.02700936e-04   1.92185026e-03]
 [  1.04200998e-02   3.16365658e-05   1.23136230e-02   3.62800509e-02
    1.92719191e-01   1.76589116e-02   6.03080094e-01   2.18038075e-02
    3.30510102e-02   7.26416185e-02]
 [  4.28503715e-02   1.07967819e-03   5.39856125e-03   2.47092731e-02
    6.24927040e-03   2.44248491e-02   2.21703696e-04   5.96125662e-01
    1.40256017e-01   1.58684552e-01]
 [  2.83471067e-02   2.00622097e-01   1.68208450e-01   2.29497850e-01
    6.89325563e-04   4.64146174e-02   7.74983084e-03   5.81366895e-03
    3.06191117e-01   6.46598218e-03]
 [  1.06581422e-02   8.53693709e-02   3.68411466e-02   5.95771968e-01
    3.39324679e-03   7.46210590e-02   3.17287934e-03   1.02743000e-01
    7.07182288e-02   1.67109724e-02]
 [  2.85039824e-02   5.25559625e-03   6.35286747e-03   1.85819156e-02
    4.00815159e-03   5.90230405e-01   2.45018443e-03   3.05087585e-03
    3.11696976e-01   2.98690666e-02]
 [  1.00293895e-03   9.27570999e-01   1.80333946e-02   1.60331279e-02
    3.64152342e-03   3.55862966e-03   2.58520176e-03   9.95986164e-03
    1.41313365e-02   3.48284235e-03]
 [  1.48840219e-01   1.33829040e-03   1.87751465e-02   1.72494128e-02
    7.17321411e-02   5.22350192e-01   7.01641738e-02   4.77274917e-02
    4.54604402e-02   5.63624240e-02]
 [  9.66748688e-03   2.41298601e-01   1.75452501e-01   1.33678839e-01
    6.87979348e-03   3.75056341e-02   3.13356034e-02   1.17642961e-01
    2.17904478e-01   2.86340602e-02]
 [  2.11209618e-02   1.07854428e-02   6.70512207e-03   2.36328393e-02
    1.97815582e-01   7.46111274e-02   1.13830427e-02   7.16279820e-02
    1.17144234e-01   4.65173721e-01]
 [  2.83816131e-03   8.43661427e-01   2.33609881e-02   2.84040403e-02
    1.37335770e-02   9.73674469e-03   1.09819015e-02   2.71814130e-02
    2.46674921e-02   1.54343909e-02]
 [  1.98932225e-03   1.08011358e-03   1.65982801e-03   9.27174330e-01
    6.80773519e-04   3.07656564e-02   6.20228937e-04   1.36899594e-02
    1.68880224e-02   5.45183197e-03]
 [  5.08787856e-03   7.10204095e-02   2.72219002e-01   1.06289029e-01
    6.68671653e-02   3.43206748e-02   6.70267120e-02   9.67002809e-02
    1.19753577e-01   1.60715193e-01]
 [  1.09601638e-03   1.31438457e-04   9.28908028e-03   5.69860858e-04
    8.14156607e-03   1.14977045e-03   9.71493781e-01   1.43573066e-04
    7.19499681e-03   7.89879763e-04]
 [  3.87283624e-04   5.95845850e-05   3.85994528e-04   3.35156103e-04
    5.07745147e-02   9.49032325e-03   1.99873160e-04   1.06503308e-01
    7.25089759e-03   8.24613035e-01]
 [  6.34558499e-03   2.33701176e-05   7.10423745e-04   5.01789987e-01
    2.84831505e-04   3.81439835e-01   3.66452354e-04   2.36457642e-02
    7.98272192e-02   5.56656905e-03]
 [  2.28340575e-03   6.08002953e-03   4.70206374e-03   2.36082394e-02
    1.08580533e-02   2.27482498e-01   4.26476961e-03   1.97333638e-02
    6.89020097e-01   1.19675519e-02]]
INFO:tensorflow:probabilities = [[  1.53750728e-03   4.51627597e-02   2.44934913e-02   1.23255923e-02
    4.90469515e-01   1.34474402e-02   8.80885497e-02   2.26610471e-02
    7.01043010e-02   2.31709793e-01]
 [  8.12220633e-01   1.89660917e-04   2.54248362e-02   2.74964124e-02
    3.44983913e-04   1.12965647e-02   1.06488034e-01   2.15027569e-04
    1.50915943e-02   1.23232487e-03]
 [  1.03285303e-02   1.43136457e-01   8.90105888e-02   3.85761708e-01
    2.87127099e-03   3.85803171e-02   2.48883967e-03   2.33242184e-01
    6.07701614e-02   3.38099189e-02]
 [  2.77690571e-02   8.49418167e-04   2.71305721e-03   4.11277294e-01
    1.36129837e-02   1.95456728e-01   4.66823997e-03   1.55243933e-01
    1.14993557e-01   7.34157041e-02]
 [  8.20977613e-02   6.58615909e-06   9.77390110e-02   5.90887927e-02
    8.66689254e-03   4.83611897e-02   2.12777266e-03   1.33557217e-02
    5.48037291e-01   1.40519008e-01]
 [  2.46461335e-04   3.26129812e-04   4.47625673e-04   1.39672076e-03
    1.01260103e-01   4.46781237e-03   2.13084486e-03   8.33529904e-02
    1.53617607e-02   7.91009545e-01]
 [  3.27055599e-03   4.85061318e-01   1.21718552e-02   8.37437883e-02
    2.30954401e-02   7.52625838e-02   7.06543867e-03   5.50496802e-02
    1.25781357e-01   1.29497871e-01]
 [  1.87564793e-03   1.97125040e-02   2.33233068e-02   5.96615434e-01
    2.41789818e-02   1.62112743e-01   1.06958114e-02   4.20456491e-02
    8.35702717e-02   3.58696431e-02]
 [  6.28974102e-03   5.28862953e-01   3.78271788e-02   9.53577012e-02
    1.86706111e-02   4.54761460e-02   3.25167552e-02   1.16178311e-01
    6.16802946e-02   5.71402833e-02]
 [  2.59302999e-03   2.38492677e-04   9.80553746e-01   5.46466326e-03
    6.33830030e-04   4.03861108e-04   5.31351380e-03   1.67460195e-04
    4.25669551e-03   3.74645606e-04]
 [  6.89522829e-03   5.91938317e-01   2.67503299e-02   1.99129879e-01
    1.64527760e-03   5.64604718e-03   6.42867712e-03   3.83166224e-02
    1.17187418e-01   6.06213510e-03]
 [  1.55497603e-02   2.38846951e-05   1.07186131e-01   1.01580098e-02
    4.37798679e-01   1.95184071e-02   3.07911396e-01   2.35505365e-02
    1.62944049e-02   6.20085932e-02]
 [  5.52822612e-02   2.35736147e-02   1.77821666e-01   4.69111502e-01
    2.31104461e-03   1.33340120e-01   2.12621279e-02   1.84122156e-02
    9.00082067e-02   8.87715444e-03]
 [  8.28807831e-01   3.55620978e-05   5.48063219e-03   8.28923192e-03
    1.48749957e-03   1.41445085e-01   2.14601913e-03   2.55156518e-03
    6.31018449e-03   3.44650750e-03]
 [  8.38872418e-02   7.51639542e-04   9.74712893e-03   1.80834323e-01
    1.04703814e-01   2.15769783e-01   1.16998792e-01   3.57284471e-02
    1.39413416e-01   1.12165429e-01]
 [  3.39078531e-03   8.51663768e-01   2.21226998e-02   1.68479327e-02
    1.04386290e-03   3.86420786e-02   9.75392468e-04   2.97942408e-03
    5.81897162e-02   4.14435053e-03]
 [  9.87096071e-01   2.78988903e-08   7.41106458e-03   6.33639283e-04
    5.75813574e-05   8.58586747e-04   5.86355687e-04   1.10049383e-03
    1.57771923e-03   6.78538519e-04]
 [  8.45298346e-04   5.21745998e-04   1.39319245e-02   4.06517793e-04
    2.26266831e-01   5.53938467e-03   7.30817854e-01   1.58765673e-04
    1.16071459e-02   9.90462210e-03]
 [  3.78096197e-03   7.65089280e-05   9.62154448e-01   2.57846601e-02
    1.30206798e-04   1.74678818e-04   6.33240631e-03   5.03350457e-04
    9.94587434e-04   6.82294267e-05]
 [  5.94957098e-02   8.14785529e-03   2.65000481e-02   6.41457558e-01
    1.33828027e-03   1.50096625e-01   4.55133570e-03   4.84095588e-02
    4.47869077e-02   1.52161596e-02]
 [  2.01962353e-03   8.55361298e-02   1.83977396e-03   5.14363229e-01
    4.87084239e-04   3.08751203e-02   5.59629465e-04   2.79267132e-01
    6.99365735e-02   1.51157193e-02]
 [  1.00170374e-02   1.26589832e-04   1.50347054e-01   2.94145290e-03
    1.77912693e-02   3.27634369e-03   8.06475639e-01   2.75008380e-04
    6.62281550e-03   2.12665228e-03]
 [  6.58635609e-03   5.78907959e-04   1.16105285e-03   1.13762040e-02
    2.18066666e-02   4.84738611e-02   1.25646486e-03   6.17937207e-01
    3.14524993e-02   2.59370804e-01]
 [  1.21979229e-03   2.49576960e-02   5.20419329e-02   8.34618926e-01
    1.89865532e-03   3.69998738e-02   5.79569349e-03   1.11481305e-02
    2.94848550e-02   1.83444459e-03]
 [  2.52123643e-02   5.15863858e-03   4.87902053e-02   1.33381724e-01
    5.11483885e-02   4.19949889e-01   1.73745885e-01   1.03274584e-02
    9.09466743e-02   4.13387530e-02]
 [  8.95200670e-03   4.59945984e-02   7.95525253e-01   7.34691918e-02
    5.92410518e-03   1.46267936e-02   2.92743761e-02   4.73819720e-03
    1.98288765e-02   1.66649860e-03]
 [  9.20893101e-04   6.24196827e-01   3.78434220e-03   1.36599764e-02
    3.19399126e-02   4.63857278e-02   2.20134645e-03   1.48724109e-01
    7.10755065e-02   5.71112595e-02]
 [  7.35542690e-03   2.92542507e-04   8.56503546e-01   1.35784512e-02
    1.05311852e-02   6.93675177e-03   7.56831691e-02   1.89577404e-03
    2.12303773e-02   5.99263329e-03]
 [  6.03709370e-03   9.06405598e-03   6.89411759e-01   4.70393822e-02
    1.11317997e-04   2.96617625e-03   1.09252438e-03   1.16797513e-03
    2.42097408e-01   1.01229968e-03]
 [  2.58365390e-03   8.16621780e-02   1.39493300e-02   1.20840557e-01
    2.51518004e-03   5.03371358e-02   8.50836164e-04   8.15025643e-02
    6.25103295e-01   2.06552986e-02]
 [  1.04834151e-03   7.89720856e-04   1.37670737e-04   2.20028567e-03
    9.02770534e-02   1.50236320e-02   4.88122110e-04   8.43984410e-02
    1.45179043e-02   7.91118860e-01]
 [  2.31588352e-03   1.37017574e-03   1.00003123e-01   2.55873315e-02
    5.58382981e-02   1.29287029e-02   3.00180346e-01   4.36171025e-01
    1.70360748e-02   4.85690311e-02]
 [  3.49292369e-03   3.29628849e-04   4.12901456e-04   1.90984979e-02
    6.26589283e-02   8.25280994e-02   5.10097714e-03   1.17145710e-01
    3.33816856e-02   6.75850630e-01]
 [  5.87456636e-02   1.29811149e-02   1.35299534e-01   2.01733097e-01
    3.92733468e-03   9.11601037e-02   8.82257801e-03   1.86827441e-03
    4.78661567e-01   6.80067763e-03]
 [  9.25429165e-01   2.91177366e-06   4.64645438e-02   2.45660171e-03
    8.68432035e-05   1.24876527e-02   3.77313513e-03   7.87978899e-03
    1.08556286e-03   3.33790027e-04]
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    1.09156175e-02   9.32939118e-04]
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    2.34336057e-03   2.11983286e-02]
 [  5.66872716e-01   1.13689713e-03   1.30479848e-02   1.02754086e-01
    1.89398453e-02   2.19288141e-01   4.06569475e-03   3.04780453e-02
    2.26477087e-02   2.07687467e-02]
 [  4.73358296e-02   3.24352854e-03   1.62546821e-02   3.95397335e-01
    5.49541228e-03   1.90584436e-01   5.81397628e-03   1.14212140e-01
    1.65661752e-01   5.60009368e-02]
 [  4.22882847e-04   1.33035098e-06   9.80901062e-01   1.40211619e-02
    4.06039544e-05   4.26410988e-04   2.81623215e-03   1.27888590e-04
    1.23770081e-03   4.73492719e-06]
 [  3.89771089e-02   1.34555018e-02   6.20948792e-01   3.26804332e-02
    8.25128704e-02   4.07344587e-02   7.16068074e-02   3.03087942e-03
    8.74139071e-02   8.63924995e-03]
 [  8.40811816e-04   1.67954004e-05   9.30811348e-06   9.46332875e-04
    2.74110993e-04   3.86834145e-03   6.23116966e-06   9.88647759e-01
    6.27948786e-04   4.76237154e-03]
 [  7.80819543e-03   5.21125738e-03   8.79875481e-01   1.75418041e-03
    3.82477902e-02   2.56997664e-02   1.67176835e-02   8.34925449e-04
    2.08483599e-02   3.00232996e-03]
 [  1.84124038e-02   1.47206732e-03   4.09089364e-02   7.04292178e-01
    1.32337431e-04   1.75544828e-01   4.87950072e-03   1.92902666e-02
    3.05476114e-02   4.51993104e-03]
 [  1.56702974e-03   1.82573088e-02   6.67767227e-03   3.52522224e-01
    1.29600456e-02   1.92779407e-01   9.37506184e-03   3.91173586e-02
    2.07057133e-01   1.59686774e-01]]
INFO:tensorflow:global_step/sec: 161.982
INFO:tensorflow:loss = 0.64835, step = 2201
INFO:tensorflow:probabilities = [[  1.50414591e-03   7.97762930e-01   1.99741572e-02   6.15260378e-02
    8.98525119e-03   1.13914525e-02   1.13115059e-02   2.66507100e-02
    2.52667870e-02   3.56270783e-02]
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    3.56566280e-01   1.62449051e-02   1.33749275e-02   3.81754152e-02
    7.37707242e-02   4.78897274e-01]
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    1.94324683e-02   1.44225568e-01   1.44713879e-01   2.75691859e-02
    2.75353491e-01   1.31085560e-01]
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    2.45703006e-04   4.23024001e-04   8.48585682e-04   1.30400446e-03
    7.03881774e-03   1.81558437e-03]
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    1.41838104e-01   2.66063139e-02]
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    4.22622591e-01   7.32973171e-03]
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    1.13633186e-01   4.56628315e-02   2.98940903e-03   3.94567579e-01
    1.28240719e-01   2.90375680e-01]
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    1.31578869e-04   2.09681311e-04   6.79606223e-04   3.99967248e-04
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 [  8.51903796e-01   2.36629538e-04   7.71125257e-02   4.30635028e-02
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    5.04977722e-03   3.14086955e-03]
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    5.86408600e-02   6.57191202e-02]
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    1.01713669e-02   5.31891167e-01]
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    4.37617078e-02   5.32384589e-02]
 [  4.24703164e-03   2.56152786e-02   3.68050709e-02   3.22056741e-01
    5.87562239e-03   4.74401936e-02   4.50274069e-03   2.67899614e-02
    5.16654551e-01   1.00128427e-02]
 [  2.11347602e-02   1.76327594e-04   8.63847602e-03   4.76706773e-02
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    5.04481345e-02   5.49104847e-02   3.92987616e-02   3.92958932e-02
    1.48075461e-01   4.38557230e-02]
 [  4.08256426e-03   2.56669428e-02   3.79553181e-03   4.25921120e-02
    1.18313879e-01   4.47755232e-02   1.05026662e-02   1.07424594e-01
    3.23618352e-02   6.10484362e-01]
 [  5.97652700e-03   5.91948279e-04   1.43813435e-02   2.14057462e-03
    2.69619554e-01   4.33991477e-03   2.56055477e-03   9.83784348e-03
    2.14804392e-02   6.69071317e-01]
 [  1.88755814e-03   1.95736269e-04   1.59404427e-03   1.00629404e-02
    3.75744142e-02   3.36051248e-02   7.60408933e-04   5.64613104e-01
    7.19209686e-02   2.77785689e-01]
 [  6.04796980e-04   3.62629304e-04   9.44309473e-01   4.55992818e-02
    2.78959542e-05   5.68880700e-04   1.93089095e-03   5.15610562e-04
    6.04790682e-03   3.25151377e-05]
 [  3.26960087e-01   8.93111806e-03   9.76116955e-02   8.14036056e-02
    5.52795362e-03   3.55481774e-01   5.53146489e-02   9.88022052e-03
    4.99499068e-02   8.93888529e-03]
 [  3.05832252e-02   1.90218550e-03   1.12972058e-01   2.70379260e-02
    3.91979963e-02   2.33738534e-02   7.29589581e-01   1.08917768e-03
    2.68304199e-02   7.42354291e-03]]
INFO:tensorflow:probabilities = [[  2.19109072e-03   7.39627242e-01   3.30787823e-02   5.52382991e-02
    7.57976063e-03   1.63593367e-02   8.48557055e-03   5.39169610e-02
    3.38049419e-02   4.97179441e-02]
 [  8.85507185e-03   1.46719897e-02   1.94214940e-01   2.42277995e-01
    3.28678335e-03   6.80138767e-02   3.74376401e-02   4.88163019e-03
    4.19722646e-01   6.63743960e-03]
 [  1.19989098e-03   8.78906667e-01   4.96195592e-02   8.31843633e-03
    1.53509399e-03   4.92344610e-03   4.13370039e-03   2.03058380e-03
    4.79608476e-02   1.37174316e-03]
 [  1.00606165e-04   9.20797825e-01   1.88022770e-03   2.06285566e-02
    7.71044346e-04   2.15437007e-03   5.76188369e-03   3.48516963e-02
    5.08265290e-03   7.97113590e-03]
 [  2.28553149e-03   1.27121119e-03   3.18975985e-01   4.96427179e-04
    2.93588471e-02   6.98222267e-03   6.10968053e-01   3.15098150e-04
    1.80517640e-02   1.12948846e-02]
 [  3.10355262e-03   3.68418569e-06   9.00034793e-05   1.11428834e-03
    6.36935383e-02   7.26614846e-03   5.81190434e-05   1.29150957e-01
    1.37793145e-03   7.94141710e-01]
 [  5.16855565e-04   2.19474523e-03   6.45690961e-05   7.79523049e-03
    6.31048519e-04   5.79284597e-03   2.35380081e-04   8.46005380e-01
    2.12691948e-02   1.15494646e-01]
 [  5.21945208e-03   4.01605794e-04   1.75719091e-03   2.35539977e-03
    1.84188887e-01   1.25595061e-02   1.11320382e-03   2.34309092e-01
    5.13717644e-02   5.06723940e-01]
 [  1.45470863e-02   5.23477187e-03   1.41353533e-02   1.19146947e-02
    1.47382738e-02   6.23007193e-02   6.70450879e-03   4.73911226e-01
    6.81949258e-02   3.28318477e-01]
 [  1.31882087e-04   1.04840372e-04   8.14293453e-04   1.01110367e-04
    9.50224638e-01   3.02126771e-03   1.67255960e-02   3.34013323e-03
    4.79878206e-03   2.07373500e-02]
 [  3.29205883e-03   6.39472365e-01   7.06682354e-02   6.97725266e-02
    3.55521170e-03   1.12232920e-02   7.09002884e-03   1.86132863e-02
    1.71973258e-01   4.33981512e-03]
 [  1.60799522e-04   2.32560360e-05   1.23955507e-03   1.18908683e-04
    9.38296914e-01   3.16949841e-03   1.19848894e-02   1.34243211e-03
    6.76963571e-03   3.68940271e-02]
 [  1.43155698e-02   7.84105330e-04   8.88262130e-03   1.35639561e-02
    2.31989264e-01   1.74277183e-02   5.93863785e-01   6.55150833e-03
    4.60594557e-02   6.65619820e-02]
 [  6.94425583e-01   6.64498486e-07   1.36775775e-02   4.40437361e-05
    1.17719226e-01   1.84790529e-02   1.77835568e-03   8.96242820e-03
    4.92104096e-03   1.39992148e-01]
 [  2.75136363e-02   1.66740408e-03   2.60579418e-02   4.43801224e-01
    3.54900095e-03   2.92435586e-01   1.10991083e-01   3.42449322e-02
    5.56124933e-02   4.12681932e-03]
 [  7.46579783e-04   2.35793326e-04   9.53009701e-04   1.94172887e-03
    1.88881978e-01   3.90007417e-03   1.93694991e-03   1.40192276e-02
    2.09918227e-02   7.66392827e-01]
 [  2.37423163e-02   6.80520758e-02   3.96757089e-02   6.31044526e-03
    1.95784261e-03   1.84538588e-01   3.77881085e-03   4.27190127e-04
    6.70379341e-01   1.13765046e-03]
 [  1.07139861e-02   1.16524135e-03   3.97466831e-02   1.38369354e-03
    3.51841569e-01   2.99108364e-02   5.09430468e-01   2.00072463e-04
    2.18377504e-02   3.37696709e-02]
 [  5.21126622e-03   3.08299232e-02   1.43661362e-03   1.94835744e-03
    1.53029789e-04   1.65794790e-02   5.90763579e-04   5.01351338e-03
    9.33626294e-01   4.61086491e-03]
 [  2.03658198e-03   6.08259916e-01   3.12550515e-02   1.56814873e-01
    1.13807609e-02   1.26364445e-02   3.76535319e-02   2.88943406e-02
    6.86843693e-02   4.23841923e-02]
 [  9.68926370e-01   6.12554277e-06   6.80643832e-03   5.14473580e-03
    2.08471931e-04   5.02975378e-03   2.54864292e-03   2.72182486e-04
    9.46487486e-03   1.59242121e-03]
 [  8.31819896e-04   2.15279609e-01   1.47629706e-02   6.46617413e-02
    2.39458377e-03   9.02811065e-03   1.07921183e-03   6.16847932e-01
    5.53108715e-02   1.98031832e-02]
 [  8.56703520e-01   2.42204806e-06   4.49859016e-02   2.27860976e-02
    5.03059673e-05   4.06754166e-02   1.63812358e-02   1.68133189e-03
    1.55667951e-02   1.16685173e-03]
 [  2.28623487e-02   1.07374964e-02   2.22244114e-02   5.07808216e-02
    5.29677309e-02   2.94006974e-01   1.68842934e-02   9.35725942e-02
    3.38241398e-01   9.77219269e-02]
 [  1.82227287e-02   5.17232693e-04   8.81291568e-01   9.80984047e-03
    2.65554641e-03   2.00888943e-02   4.89742793e-02   5.81389002e-04
    1.45442029e-02   3.31425364e-03]
 [  9.42890167e-01   6.38083122e-07   2.88792211e-03   1.81409658e-03
    2.81976158e-04   3.78955677e-02   1.93621218e-03   2.10577506e-03
    1.53138081e-03   8.65634996e-03]
 [  1.03869964e-03   3.45150911e-05   3.58592086e-02   5.43137128e-03
    3.27601165e-01   6.87754154e-03   9.12754424e-03   5.84324636e-02
    1.52422367e-02   5.40355265e-01]
 [  3.39281261e-02   1.26146362e-03   6.92142069e-01   9.94888600e-03
    2.93346494e-02   2.89238500e-03   2.18066648e-01   4.68671380e-04
    1.06217293e-02   1.33551913e-03]
 [  9.38647270e-01   2.06808932e-06   5.73811401e-03   9.57040768e-03
    3.09133247e-05   3.57847437e-02   8.44307651e-04   4.47829580e-03
    2.12186691e-03   2.78209988e-03]
 [  9.62219119e-01   2.50649464e-06   8.13512306e-04   9.01844725e-03
    8.80618754e-05   1.10163093e-02   2.63077003e-04   9.03647486e-03
    1.11195433e-03   6.43039681e-03]
 [  1.53200075e-01   2.27157678e-03   1.33061901e-01   8.01044330e-02
    4.56763385e-03   2.28714198e-02   5.64516187e-01   7.10999547e-03
    2.95857675e-02   2.71115731e-03]
 [  3.55883807e-01   4.19244776e-03   7.49030188e-02   9.11858976e-02
    7.47265294e-03   2.85674274e-01   7.64950886e-02   3.44935223e-03
    9.43981931e-02   6.34525483e-03]
 [  2.22235061e-02   3.87784414e-04   2.60481518e-03   2.81737652e-02
    1.31640494e-01   3.67179774e-02   1.16017470e-02   3.83848250e-02
    1.94607377e-02   7.08804369e-01]
 [  3.71325836e-02   7.59866380e-04   1.43392943e-03   7.90249854e-02
    1.92802970e-03   6.58140719e-01   3.98864551e-03   6.71995878e-02
    1.22764282e-01   2.76274141e-02]
 [  9.33212135e-03   2.32345137e-05   5.80649963e-03   1.73612370e-03
    1.93417131e-03   4.09661530e-04   9.73493278e-01   2.23688494e-05
    6.16345182e-03   1.07898458e-03]
 [  1.82723379e-04   9.36724007e-01   4.23943065e-03   7.35903205e-03
    8.01280141e-04   1.50372332e-03   2.57940777e-03   7.82240555e-03
    3.43441740e-02   4.44392115e-03]
 [  5.50172031e-01   1.47904662e-04   3.02107893e-02   4.98259626e-03
    2.12261267e-02   2.20538095e-01   2.32916102e-02   9.04104933e-02
    3.95680964e-02   1.94522999e-02]
 [  1.84865981e-01   1.93868778e-04   2.34074872e-02   2.85246205e-02
    1.95978478e-01   3.39326821e-02   1.68144554e-02   8.75152424e-02
    2.10060477e-02   4.07761097e-01]
 [  1.25079893e-03   3.32445726e-02   1.13277296e-02   1.21484794e-01
    2.55728457e-02   4.54575233e-02   1.02726124e-01   2.84691811e-01
    7.01983348e-02   3.04045498e-01]
 [  2.17142352e-03   4.59341507e-04   9.68976878e-03   1.75978011e-03
    1.16291735e-02   4.52657416e-03   9.46874976e-01   9.33483650e-04
    1.91564430e-02   2.79900082e-03]
 [  5.54672268e-04   8.34156394e-01   1.60153545e-02   5.32510281e-02
    2.84439814e-03   9.84324235e-03   2.17109751e-02   6.67470181e-03
    4.38377820e-02   1.11115612e-02]
 [  1.31507432e-02   2.70059154e-05   7.40850344e-04   1.32532045e-01
    2.60173605e-04   8.38293135e-01   1.38953771e-03   5.59954904e-04
    1.23622231e-02   6.84311963e-04]
 [  2.11538181e-01   1.16099627e-03   2.84376238e-02   9.67141539e-02
    3.59882764e-03   2.57337004e-01   4.14994881e-02   1.49204060e-02
    3.21386337e-01   2.34069489e-02]
 [  8.21514130e-02   5.62298461e-04   3.03854257e-01   6.39326274e-02
    1.03568599e-01   5.77559844e-02   5.26076742e-02   1.14731133e-01
    2.54451036e-02   1.95390880e-01]
 [  4.57415706e-04   8.76555423e-05   9.90264535e-01   3.94193077e-04
    1.44975293e-05   2.69245211e-04   4.69316961e-03   4.48098363e-05
    3.73797282e-03   3.64888001e-05]
 [  1.09782547e-03   5.64211732e-05   3.16096097e-02   5.00285940e-04
    1.66842416e-01   1.67568179e-03   7.91091621e-01   5.60988497e-04
    2.12356145e-03   4.44162264e-03]
 [  1.72097306e-03   5.59802502e-05   1.32511370e-04   8.85880273e-03
    8.71258017e-05   9.72027302e-01   1.34172878e-04   1.31729787e-04
    1.42545709e-02   2.59688008e-03]
 [  3.73992950e-01   9.78278811e-04   3.61968093e-02   1.24734931e-01
    4.50876839e-02   2.44121581e-01   1.50475064e-02   4.94496115e-02
    4.06028703e-02   6.97877482e-02]
 [  6.17492886e-04   8.35821702e-05   6.95770621e-01   5.96526731e-03
    1.83362454e-01   1.55983877e-03   7.52338246e-02   2.88708252e-03
    1.21410051e-02   2.23788135e-02]
 [  3.34149203e-03   2.76296735e-02   3.42649110e-02   1.23841815e-01
    7.29399733e-03   4.77505550e-02   5.78487851e-03   8.40312913e-02
    5.56248128e-01   1.09813236e-01]
 [  2.58777989e-03   9.08820424e-04   1.07148858e-02   7.04119157e-04
    7.62109412e-03   1.22835825e-03   9.71423686e-01   1.22505735e-04
    2.53954483e-03   2.14914465e-03]
 [  6.66558859e-04   9.60005522e-01   1.05078761e-02   2.65229843e-03
    9.71553323e-04   1.63486996e-03   8.15846212e-03   7.70280370e-04
    1.30873825e-02   1.54502690e-03]
 [  4.56638681e-03   1.77613250e-03   2.17411257e-02   8.45474422e-01
    2.12985137e-03   9.36231315e-02   2.67501897e-03   6.50885422e-03
    1.89380534e-02   2.56695575e-03]
 [  3.13562080e-02   3.02247936e-03   9.33324248e-02   1.34405848e-02
    4.66084123e-01   6.62492290e-02   1.36549309e-01   2.18390841e-02
    2.97941975e-02   1.38332397e-01]
 [  6.20952621e-03   4.59574861e-04   2.18733051e-03   4.46806923e-02
    3.34438086e-02   7.45833516e-01   2.97620543e-03   3.40287364e-03
    6.60504401e-02   9.47560221e-02]
 [  5.29778421e-01   1.00158075e-04   2.28149467e-03   2.01126351e-03
    5.38800173e-02   1.29408821e-01   1.43446857e-02   9.09060985e-02
    3.79388966e-02   1.39350072e-01]
 [  1.07817084e-01   2.32954770e-02   3.89960222e-02   2.95737565e-01
    2.67100171e-03   5.08100614e-02   5.26771462e-03   8.99161678e-03
    4.56416935e-01   9.99664236e-03]
 [  4.75733494e-03   2.94516217e-02   7.97696225e-03   4.34246287e-02
    5.14304964e-03   2.97907479e-02   3.89651535e-03   1.70416068e-02
    8.32869411e-01   2.56481878e-02]
 [  2.78600268e-02   1.63141370e-03   6.63985207e-04   1.95857823e-01
    2.61847805e-02   2.36195028e-01   5.26407687e-03   8.39386806e-02
    1.26582578e-01   2.95821667e-01]
 [  3.52227769e-04   5.81645727e-05   3.58594058e-04   6.81190845e-03
    1.79022282e-01   2.96378061e-02   2.06744275e-03   5.02264276e-02
    1.22358771e-02   7.19229221e-01]
 [  2.71574501e-03   8.08603391e-02   1.69947147e-02   3.05711031e-01
    1.73821077e-02   1.50570318e-01   1.93353798e-02   1.91870220e-02
    3.44995707e-01   4.22476791e-02]
 [  1.08794286e-03   1.76631220e-05   6.48867644e-05   6.24289387e-04
    4.22258861e-03   6.46196818e-03   7.02507750e-05   8.24062467e-01
    8.75459425e-03   1.54633328e-01]
 [  4.26270021e-03   9.61073302e-03   2.01456156e-03   7.63117289e-03
    1.86675802e-01   4.05228250e-02   3.21256812e-03   1.01588108e-01
    2.01579574e-02   6.24323487e-01]
 [  3.35419527e-03   3.68588902e-02   2.60002818e-03   9.28869396e-02
    8.51962157e-03   3.44462395e-02   4.59687412e-03   1.12832554e-01
    3.48192662e-01   3.55711997e-01]
 [  4.35199181e-04   9.09937680e-01   1.54827153e-02   5.74941933e-03
    9.71455302e-04   4.20857640e-03   1.36130294e-02   2.23310082e-03
    4.55755852e-02   1.79322821e-03]
 [  4.29195911e-02   9.38699115e-03   7.61829177e-03   7.18060359e-02
    1.12466618e-01   8.14374536e-02   5.10341674e-03   2.27979556e-01
    1.01050168e-01   3.40231836e-01]
 [  3.07940878e-02   8.33460508e-05   3.11270170e-03   7.17560761e-03
    5.11653006e-01   8.11907649e-02   3.66294943e-02   5.42090982e-02
    2.82637682e-02   2.46888071e-01]
 [  2.24550664e-02   1.50123328e-01   9.01562441e-03   2.81636454e-02
    3.47058475e-03   5.99829387e-03   1.69226027e-03   6.17397785e-01
    4.73242477e-02   1.14359200e-01]
 [  2.46576290e-03   8.79223272e-03   1.22411568e-02   6.86093941e-02
    2.78039612e-02   3.12887840e-02   1.36617804e-03   7.30464399e-01
    4.11470905e-02   7.58210421e-02]
 [  7.19006057e-04   4.97944467e-02   1.08878256e-03   1.43727297e-02
    1.02636047e-01   2.71368902e-02   6.98005734e-03   9.70077068e-02
    9.88142192e-02   6.01450086e-01]
 [  1.05103559e-03   1.16190976e-02   2.37666047e-03   1.11267185e-02
    2.18098275e-02   3.00246865e-01   1.46965319e-02   1.76767111e-02
    5.08798599e-01   1.10597908e-01]
 [  7.00242526e-04   6.49910828e-04   9.90655124e-01   4.91123553e-03
    8.52731609e-05   1.05934480e-04   1.94695289e-03   4.71017484e-05
    7.52880529e-04   1.45369326e-04]
 [  1.59831031e-03   1.41967768e-02   1.38103962e-02   2.98321955e-02
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    4.56362739e-02   1.27790749e-01]
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    4.25112993e-02   1.34721965e-01]
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    3.71067040e-02   1.16840832e-01   2.33548936e-02   3.94497812e-02
    2.47366741e-01   1.44269438e-02]
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    1.39356805e-02   1.86313353e-02   1.35337689e-03   8.72128785e-01
    1.34257348e-02   4.70194481e-02]
 [  1.10750668e-01   1.96643741e-04   2.10037077e-04   6.99062869e-02
    1.70959048e-02   1.71668068e-01   1.22238926e-04   2.54707277e-01
    1.09500192e-01   2.65842676e-01]
 [  9.88921523e-03   3.37990714e-05   6.05207821e-03   6.62088580e-03
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    2.55882551e-05   1.47076221e-02   2.53940420e-03   7.48577993e-04
    4.42656595e-03   6.78358891e-04]
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    5.81340631e-03   9.04512778e-03   1.20563684e-02   1.32385464e-02
    2.27760077e-02   1.08691733e-02]
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    1.52375855e-04   3.34662199e-02   1.97077345e-04   2.79059820e-03
    1.66407134e-02   6.10531191e-04]
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    3.97619046e-02   1.94565326e-01   1.05382754e-02   4.04289588e-02
    2.32767910e-01   1.99808434e-01]
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    1.08114429e-04   2.22992413e-02   1.00858917e-03   2.38386099e-03
    8.33678246e-03   1.92409486e-03]
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    8.90686642e-03   1.24291644e-01   2.84768622e-02   5.92036825e-03
    7.26515532e-01   1.43494615e-02]
 [  4.00447566e-03   1.19337812e-03   3.78739391e-03   6.85037002e-02
    9.98742580e-02   6.21356480e-02   4.22985572e-03   2.49669388e-01
    2.72296704e-02   4.79372263e-01]
 [  2.07579322e-03   8.49184573e-01   1.53698698e-02   1.36639951e-02
    6.94221305e-03   1.89185124e-02   2.43649185e-02   2.15690229e-02
    3.31604108e-02   1.47506641e-02]
 [  2.46681884e-01   1.56903977e-03   2.29044296e-02   2.51150131e-01
    9.72146459e-04   4.10133570e-01   1.09918984e-02   1.48129407e-02
    3.61731090e-02   4.61076060e-03]
 [  1.25585357e-02   9.00018669e-04   7.40531564e-01   3.72134186e-02
    1.76075246e-05   3.02940817e-03   1.14335201e-03   1.16059813e-03
    2.03212187e-01   2.33325103e-04]
 [  2.36958847e-03   4.79574464e-02   2.14087274e-02   1.03408759e-02
    4.30983484e-01   1.94706917e-02   2.65346169e-01   1.35171432e-02
    7.58153871e-02   1.12790488e-01]
 [  2.03366708e-02   9.07520950e-02   6.17266856e-02   1.63586944e-01
    5.83689101e-03   8.61401334e-02   2.37345584e-02   2.08552014e-02
    4.92136121e-01   3.48946787e-02]
 [  1.26681417e-01   1.30039043e-05   1.54946912e-02   1.18192121e-01
    9.95050929e-03   4.45894450e-01   1.25816115e-03   9.94530134e-03
    6.52801618e-02   2.07290083e-01]
 [  9.59852517e-01   5.59665736e-08   2.93919380e-04   5.16163651e-04
    8.56147744e-06   3.63742411e-02   1.07492979e-05   1.97149650e-03
    9.07782058e-04   6.44387328e-05]
 [  1.42588266e-04   2.83548852e-05   8.82039458e-05   7.66704557e-04
    2.00094015e-04   3.28709185e-03   3.44035798e-05   9.86529827e-01
    1.49336550e-03   7.42941629e-03]]
INFO:tensorflow:global_step/sec: 162.48
INFO:tensorflow:loss = 0.697402, step = 2301
INFO:tensorflow:probabilities = [[  1.74453121e-03   8.36315989e-01   1.39453942e-02   3.72033753e-02
    3.81718972e-03   1.02692768e-02   6.16437290e-03   2.55742781e-02
    5.35402708e-02   1.14254551e-02]
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    3.65718044e-02   1.34382889e-01]
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    5.69408476e-01   1.72274895e-02]
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    1.00686809e-03   2.85111205e-03]
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    1.31464330e-02   3.34863842e-04]
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    7.76516646e-02   1.48228288e-01]
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    4.15420672e-03   1.27384976e-01]
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    8.59689340e-03   1.04759529e-01]
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    1.51506640e-04   1.31969631e-04]
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 [  9.34626441e-05   9.70643520e-01   5.01523726e-03   5.66705316e-03
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    5.53754740e-04   8.44398804e-04]
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    2.38017384e-02   5.99125266e-01   2.53617368e-03   9.79925469e-02
    5.89180849e-02   9.75142047e-02]
 [  9.07740116e-01   1.23609905e-04   6.17820304e-03   9.86059289e-03
    6.88500411e-04   5.97263873e-02   6.93796854e-03   2.29180371e-03
    5.36357891e-03   1.08921330e-03]
 [  9.87591267e-01   4.89702586e-07   1.67138141e-03   1.58083159e-03
    7.24171332e-05   7.22750416e-03   2.98939412e-04   7.59532908e-04
    6.46363827e-04   1.51385495e-04]
 [  1.34924753e-03   2.46297823e-05   6.21369618e-05   1.25586975e-03
    2.42497961e-04   1.48591155e-03   4.15711802e-05   9.83110666e-01
    6.49728172e-04   1.17777456e-02]
 [  9.26830340e-04   4.39743772e-02   3.48821916e-02   4.84040007e-03
    2.37461757e-02   1.33554041e-02   8.27859640e-01   2.56473228e-04
    3.89069468e-02   1.12514831e-02]
 [  7.93868184e-01   5.46116507e-06   1.56536400e-02   1.13483914e-03
    6.60184014e-05   2.09684148e-02   1.61249265e-01   2.03205491e-05
    7.00218137e-03   3.16473779e-05]
 [  8.33297074e-02   7.31883477e-03   6.19706959e-02   1.61734551e-01
    9.84044559e-03   1.12622365e-01   6.42230734e-03   2.98154801e-01
    1.82157829e-01   7.64484778e-02]
 [  2.63856142e-03   1.17102778e-02   4.68238413e-01   3.95783521e-02
    1.62669327e-02   1.18339136e-02   2.12342903e-01   3.51563655e-02
    1.39342621e-01   6.28916547e-02]
 [  3.62789579e-04   2.55450964e-01   9.26123653e-03   1.30350813e-01
    3.06901000e-02   2.22983658e-02   1.71421524e-02   9.79978293e-02
    8.95746872e-02   3.46871078e-01]
 [  1.65589084e-03   4.11570035e-02   4.96745249e-03   5.30966669e-02
    2.48996960e-03   1.31096467e-01   3.02550849e-02   7.65405297e-02
    6.12299740e-01   4.64412048e-02]
 [  1.31906592e-03   7.49017810e-03   4.53430694e-03   4.49220799e-02
    1.48088336e-01   4.87344749e-02   1.16272997e-02   8.52537975e-02
    3.18634436e-02   6.16166949e-01]
 [  1.07034976e-02   1.57299433e-02   2.54415832e-02   1.58175342e-02
    3.49599794e-02   4.26037945e-02   2.39727995e-03   4.24982965e-01
    2.42978811e-01   1.84384555e-01]
 [  4.89245415e-01   1.97109097e-04   3.32224108e-02   2.70091981e-01
    6.45268615e-03   1.69935822e-01   5.49861975e-03   3.11326166e-03
    9.76735819e-03   1.24753155e-02]
 [  2.41119191e-02   1.98576711e-02   7.49018610e-01   1.27125364e-02
    5.45738824e-02   3.08674369e-02   5.89416511e-02   5.50492434e-04
    4.08953801e-02   8.47044587e-03]
 [  3.61164659e-02   1.46031618e-01   9.26786214e-02   8.14408157e-03
    3.50288413e-02   4.82705124e-02   9.00267959e-02   2.35258881e-02
    4.91243690e-01   2.89335307e-02]
 [  2.25077174e-03   6.41564978e-03   5.71850920e-03   6.23334805e-03
    1.22772167e-02   1.07802488e-01   1.39372144e-03   6.00374639e-02
    6.65862918e-01   1.32007927e-01]
 [  7.86272995e-03   1.94532052e-03   1.41396113e-02   1.43161686e-02
    1.80509672e-01   1.35108363e-02   1.23531688e-02   6.25607744e-02
    1.62229799e-02   6.76578760e-01]
 [  9.91280302e-02   1.20733946e-03   8.84265918e-03   6.83162455e-03
    8.36791471e-03   7.20492065e-01   2.81523895e-02   3.55875352e-03
    1.13472678e-01   9.94651206e-03]
 [  1.33379758e-03   1.60329486e-03   1.76645964e-01   4.85949125e-03
    6.25693947e-02   1.08874282e-02   4.89209890e-01   1.57669961e-01
    5.25689498e-02   4.26518805e-02]
 [  6.71247719e-03   3.20449799e-01   5.85715100e-02   1.27455927e-02
    2.03755964e-02   7.30250310e-03   5.16528606e-01   1.75485259e-03
    4.90730293e-02   6.48618164e-03]
 [  6.74488861e-03   8.96440833e-05   6.72583329e-03   4.12383815e-03
    5.44649959e-01   2.19859593e-02   2.12611794e-03   7.88241327e-02
    5.52918855e-03   3.29200476e-01]
 [  3.09698284e-01   3.19339102e-04   2.42785476e-02   1.63577497e-02
    6.86251675e-04   3.27694595e-01   3.35388840e-03   3.19013745e-03
    3.13050896e-01   1.37028261e-03]
 [  2.69446056e-04   2.24415073e-03   6.90163870e-04   8.95751989e-04
    6.96974039e-01   1.02530010e-02   1.78758372e-02   1.84207503e-03
    4.46239021e-03   2.64493138e-01]
 [  7.35425157e-03   6.13469295e-02   7.86402598e-02   4.27939594e-01
    3.59336007e-03   4.05325107e-02   4.65889163e-02   4.01987694e-02
    2.64288604e-01   2.95168273e-02]
 [  9.94059205e-01   3.12342792e-08   8.38505104e-04   2.54503859e-04
    2.31670060e-06   3.80027317e-03   5.10686426e-04   9.73504648e-05
    4.23134974e-04   1.37159932e-05]
 [  3.80551573e-05   1.70190848e-04   3.50281107e-03   1.13890288e-04
    4.21458483e-03   6.22820284e-04   9.89937901e-01   3.12287602e-06
    9.26644192e-04   4.70042200e-04]
 [  9.67197644e-04   1.31179336e-02   4.08521097e-04   5.09166997e-03
    1.80934835e-02   1.13845393e-02   3.77575890e-03   5.64037673e-02
    3.22384015e-02   8.58518720e-01]
 [  2.10468285e-03   6.43336236e-01   3.41683142e-02   1.30721331e-01
    1.48115149e-02   4.26110923e-02   1.53676458e-02   2.86297668e-02
    4.21299674e-02   4.61195633e-02]
 [  1.89765655e-02   2.21723036e-04   2.48334091e-02   1.37282361e-03
    3.58705758e-03   5.09279408e-03   9.39319074e-01   1.51399508e-04
    5.78374323e-03   6.61316153e-04]
 [  3.83337465e-04   2.20124666e-02   8.39087821e-04   3.70064676e-02
    1.04718022e-01   4.81771342e-02   6.92747487e-03   6.54359385e-02
    4.35654037e-02   6.70934618e-01]
 [  2.52423459e-03   1.79558136e-02   2.88359910e-01   1.32544473e-01
    6.69158690e-05   8.60226806e-03   5.06701740e-03   1.62526639e-03
    5.43138802e-01   1.15324226e-04]
 [  6.28657758e-01   1.35280843e-05   1.25738361e-03   1.15088839e-02
    6.48067519e-03   1.36664718e-01   9.52357135e-04   1.69899717e-01
    4.99637797e-03   3.95685248e-02]
 [  2.08876096e-02   2.31140759e-02   6.77501023e-01   1.17959395e-01
    3.66816152e-04   2.71324553e-02   4.00453620e-02   1.95915718e-02
    7.02200234e-02   3.18158185e-03]
 [  5.59499580e-03   2.39949930e-03   1.90508342e-03   1.82851553e-02
    6.52258052e-03   2.13382058e-02   1.04733324e-03   7.73355246e-01
    2.23263856e-02   1.47225559e-01]
 [  6.51332885e-02   6.57042314e-04   4.42987978e-02   1.84327334e-01
    2.37246063e-02   3.07768971e-01   3.35047133e-02   8.88014771e-03
    3.19877595e-01   1.18274987e-02]
 [  1.49380576e-04   8.81952932e-04   4.20715706e-03   5.86123322e-04
    5.34267456e-04   7.66584708e-04   9.91336465e-01   3.10333162e-05
    1.33972918e-03   1.67227467e-04]
 [  5.99020198e-02   2.49614678e-02   1.32641286e-01   2.37896293e-02
    2.20540583e-01   5.32779247e-02   9.16639417e-02   2.74733361e-02
    2.09667921e-01   1.56081855e-01]
 [  1.15136371e-03   5.11405000e-04   9.53946204e-04   1.38765448e-04
    9.14305329e-01   1.75167341e-02   8.65227077e-03   2.86795595e-03
    1.57489888e-02   3.81533355e-02]
 [  9.15260520e-03   1.47255894e-03   6.48158431e-01   2.30782539e-01
    5.68238879e-03   2.39061154e-02   3.25175934e-02   1.16082351e-03
    4.62729149e-02   8.94021010e-04]
 [  2.86323717e-03   8.58060837e-01   3.15246731e-02   3.26965936e-02
    1.57540396e-03   9.55239311e-03   1.10377744e-02   5.98084833e-03
    4.01707850e-02   6.53738249e-03]
 [  7.48680294e-01   1.07779102e-04   2.15430278e-03   1.29697323e-02
    5.28591860e-04   1.65523767e-01   2.00267904e-03   6.90867007e-03
    5.49440235e-02   6.18013274e-03]
 [  2.14757252e-04   1.33405067e-02   5.83249927e-01   1.86445434e-02
    4.43935022e-02   3.51545145e-03   2.94098377e-01   2.04409491e-02
    9.81090218e-03   1.22909835e-02]
 [  2.71340515e-02   2.61004636e-04   2.64047593e-01   1.78951230e-02
    3.53055000e-02   2.56421380e-02   5.76021075e-01   9.12099797e-03
    3.89546789e-02   5.61786396e-03]
 [  1.30679691e-02   1.92250276e-03   8.21428746e-03   9.15737987e-01
    6.88654254e-04   2.86010951e-02   1.42442109e-02   1.22406648e-03
    1.28155546e-02   3.48370685e-03]
 [  1.18225468e-02   6.05925500e-01   7.24472702e-02   4.46783230e-02
    1.89788323e-02   2.60222889e-02   3.62666175e-02   5.54498360e-02
    9.44778621e-02   3.39308307e-02]
 [  6.93931729e-02   9.25667956e-03   1.01876762e-02   9.87006444e-03
    9.77718979e-02   7.24960864e-01   1.98256020e-02   2.43653799e-03
    5.09426333e-02   5.35484264e-03]
 [  1.84850045e-03   5.47963262e-01   3.87062430e-02   1.66797936e-01
    2.03592274e-02   2.96080951e-02   6.92624524e-02   3.01704668e-02
    5.65062612e-02   3.87775712e-02]
 [  9.48046446e-01   5.31516525e-06   6.24722918e-04   7.69510982e-04
    3.41115112e-04   3.88180166e-02   9.52856732e-04   2.19179294e-03
    2.65800371e-03   5.59218880e-03]
 [  2.99241915e-02   1.99976005e-03   8.75733078e-01   3.90172750e-03
    2.08015498e-02   3.57434503e-03   1.88284535e-02   1.44933234e-03
    3.34096737e-02   1.03779435e-02]
 [  6.54057860e-02   3.61745805e-02   2.75413126e-01   1.18384205e-01
    3.39338323e-03   1.20599836e-01   5.76335527e-02   1.05171286e-01
    1.97643712e-01   2.01805830e-02]]
INFO:tensorflow:probabilities = [[  4.35518920e-02   3.37030797e-04   1.53415266e-03   4.71191496e-01
    4.06619336e-04   4.49026346e-01   4.88997845e-04   3.02021997e-03
    2.59567387e-02   4.48645558e-03]
 [  9.25228931e-03   4.51910079e-01   5.03468141e-02   9.10887495e-02
    8.59338194e-02   6.93193898e-02   7.95916393e-02   4.10599150e-02
    4.99878600e-02   7.15093687e-02]
 [  4.35571559e-03   1.94721524e-05   9.79013681e-01   4.03201440e-03
    1.78921764e-04   3.12251388e-03   1.42438710e-03   1.04016464e-04
    7.49456929e-03   2.54830316e-04]
 [  5.28686820e-03   7.88548708e-01   2.52451859e-02   5.34674376e-02
    5.78937819e-03   1.64144654e-02   9.44893621e-03   3.92405316e-02
    2.97972430e-02   2.67611984e-02]
 [  6.65451307e-03   2.89572154e-06   4.13832301e-03   1.91327464e-03
    2.51586139e-01   9.57880262e-03   3.49119911e-03   1.02841102e-01
    4.63404134e-02   5.73453367e-01]
 [  7.17459572e-03   1.46834194e-04   1.10015017e-03   1.01061370e-02
    1.62026152e-01   2.99729388e-02   8.62643216e-03   2.85259448e-02
    3.80389802e-02   7.14281917e-01]
 [  7.80600996e-04   2.86025047e-01   3.00270114e-02   2.61898220e-01
    2.00481545e-02   9.95432213e-02   4.90631759e-02   8.53143781e-02
    4.86152358e-02   1.18685067e-01]
 [  5.51314186e-03   3.70005867e-03   3.73664439e-01   6.55377880e-02
    8.91935900e-02   1.06141372e-02   4.34150547e-01   1.29758904e-03
    9.01830662e-03   7.31058652e-03]
 [  1.01261912e-03   1.02223712e-04   4.17714426e-03   1.82809625e-02
    1.81030989e-01   5.02746832e-03   3.10804648e-03   7.61643872e-02
    1.03101442e-02   7.00785995e-01]
 [  9.61309731e-01   1.12237831e-05   1.26763398e-03   8.87483731e-03
    4.78069569e-06   1.59025975e-02   6.99071912e-04   2.12730229e-04
    1.16546210e-02   6.26976689e-05]
 [  3.42345121e-03   2.28313711e-02   1.48341395e-02   5.56970462e-02
    5.82077391e-02   4.89706360e-02   1.22493720e-02   1.51892900e-01
    1.25409946e-01   5.06483376e-01]
 [  4.72603686e-04   2.84649897e-04   9.45362508e-01   2.50848904e-02
    3.67076464e-05   5.35223284e-04   5.34821255e-03   2.91570718e-03
    1.98733732e-02   8.61984590e-05]
 [  9.33832582e-03   7.71166012e-02   2.54230678e-01   4.33672637e-01
    1.65606639e-03   2.40903310e-02   4.20047995e-03   2.54412880e-03
    1.85154468e-01   7.99615961e-03]
 [  7.68243242e-03   7.27956206e-07   1.69401610e-05   1.24520753e-04
    4.91737062e-03   2.96378275e-03   3.34686956e-05   9.67904210e-01
    8.82623601e-04   1.54739469e-02]
 [  2.43141875e-02   2.48131948e-03   1.85198314e-03   1.56975724e-02
    2.66589094e-02   7.71936536e-01   3.82455648e-03   5.78989647e-03
    3.32285129e-02   1.14216492e-01]
 [  5.47104748e-04   6.87327087e-01   1.04694948e-01   2.86527667e-02
    3.38783651e-03   7.75608141e-03   8.64311587e-03   4.96441906e-04
    1.56175315e-01   2.31928308e-03]
 [  1.77744741e-03   5.34822175e-05   1.20589184e-02   6.50245488e-01
    1.88296649e-03   2.74547398e-01   3.55770253e-02   1.17056463e-02
    8.07774719e-03   4.07385360e-03]
 [  3.24221328e-03   7.28556693e-01   8.16434771e-02   3.53885368e-02
    2.48858705e-02   1.18027925e-02   1.85554232e-02   1.84877012e-02
    5.66733666e-02   2.07639169e-02]
 [  8.38030130e-03   1.14902845e-02   3.84984091e-02   1.05717219e-02
    1.81065705e-02   4.43583280e-02   8.32492471e-01   2.75711849e-04
    3.36645246e-02   2.16180482e-03]
 [  2.19538109e-04   4.49142390e-05   1.91204250e-04   6.60696649e-04
    1.42139167e-01   1.10437500e-03   8.69912503e-04   7.81588852e-02
    4.36191913e-03   7.72249341e-01]
 [  1.37963286e-02   2.95928703e-03   1.46289391e-03   2.55112443e-02
    3.35237273e-04   4.10067201e-01   3.40620900e-04   9.38700046e-03
    5.26410639e-01   9.72956140e-03]
 [  1.56509727e-01   2.20389629e-04   4.29880321e-02   4.53764528e-01
    2.41356832e-03   1.87235028e-01   1.13327075e-02   1.78269986e-02
    9.09286514e-02   3.67803648e-02]
 [  3.16764414e-03   3.14077159e-04   7.53973192e-03   5.98789426e-03
    7.23840177e-01   3.08840573e-02   2.03551650e-02   1.24460300e-02
    8.47411714e-03   1.86991066e-01]
 [  1.51844439e-03   3.43000591e-02   1.45437121e-02   8.69055808e-01
    2.67785159e-03   1.84344593e-02   2.49409769e-03   7.71224499e-03
    2.97702141e-02   1.94930956e-02]
 [  4.19491576e-03   2.14537438e-02   2.43493691e-01   6.54291511e-01
    2.66616815e-04   4.65523545e-03   6.73113344e-03   1.04774879e-02
    5.30116260e-02   1.42411422e-03]
 [  1.28790345e-02   5.10354713e-02   7.57217184e-02   4.88305800e-02
    2.91420996e-01   5.10085151e-02   3.06442171e-01   4.61104419e-03
    9.58588719e-02   6.21915497e-02]
 [  1.99333663e-04   3.79230012e-04   1.51163535e-02   9.70484078e-01
    3.51466915e-05   1.59177044e-03   6.53996176e-05   3.10880085e-03
    7.72847515e-03   1.29133172e-03]
 [  1.20075454e-03   1.00969613e-01   7.46791193e-04   5.53425364e-02
    2.98228171e-02   3.78520638e-02   3.50729912e-03   2.29691029e-01
    2.27539130e-02   5.18113196e-01]
 [  5.19605100e-01   1.22234487e-04   7.69714778e-03   1.82477757e-01
    3.23326536e-03   1.68273881e-01   2.41168011e-02   3.68949189e-03
    8.95585865e-02   1.22579839e-03]
 [  2.51738995e-01   5.37567190e-04   6.14141881e-01   8.79274681e-03
    2.07871199e-03   7.24831596e-02   6.28662342e-03   2.13503768e-03
    3.95484902e-02   2.25675828e-03]
 [  6.78089112e-02   8.76482882e-05   3.56847018e-01   4.31478769e-02
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    3.87860858e-03   1.12523503e-05]
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    2.45893523e-02   1.85601652e-01]
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    2.73497938e-03   7.46336356e-02   5.91126038e-03   1.81468925e-03
    3.92994955e-02   1.61987334e-03]
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    5.92714772e-02   9.72112194e-02   2.51180795e-03   3.38312089e-01
    2.15769216e-01   2.51477718e-01]
 [  1.35791407e-03   7.92645812e-01   8.23013112e-03   8.00949708e-02
    4.22610156e-03   6.09701546e-03   7.43330875e-03   6.01510592e-02
    2.13800967e-02   1.83835756e-02]
 [  7.13721216e-01   3.35742277e-03   2.78035980e-02   1.92431267e-02
    1.11710057e-02   5.85806370e-02   2.35499758e-02   3.73341590e-02
    9.34421644e-02   1.17966440e-02]
 [  2.22796518e-02   5.17325725e-06   9.26791668e-01   3.19830934e-03
    5.60667226e-03   6.54418953e-04   3.95281576e-02   5.42720722e-04
    1.14545960e-03   2.47798132e-04]
 [  1.30014063e-03   5.45908570e-01   1.72954425e-01   1.37427235e-02
    2.24082172e-02   9.21935681e-03   1.89279720e-01   7.13209622e-03
    3.07710934e-02   7.28367222e-03]
 [  8.79249256e-03   3.13943834e-03   2.69093597e-03   3.36815929e-03
    5.79968154e-01   8.46118666e-03   1.38562610e-02   1.10695669e-02
    6.12978376e-02   3.07355970e-01]
 [  7.07537634e-04   8.79526496e-01   2.77681667e-02   2.80438215e-02
    5.75068593e-03   7.68353092e-03   4.39678505e-03   1.30643686e-02
    2.80236509e-02   5.03493566e-03]]
INFO:tensorflow:global_step/sec: 162.466
INFO:tensorflow:loss = 0.570057, step = 2401
INFO:tensorflow:probabilities = [[  4.00809851e-03   3.93002341e-03   2.29560025e-03   2.85741705e-02
    1.12351903e-03   1.54440673e-02   2.29330835e-04   8.59036565e-01
    1.72653273e-02   6.80934042e-02]
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    6.58147363e-03   1.78825634e-04]
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    5.42470952e-03   9.90881864e-03   1.70200341e-03   9.12033141e-01
    1.13562876e-02   2.63575763e-02]
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    6.84683323e-02   2.35474318e-01   9.47797764e-03   6.63165972e-02
    3.11721087e-01   1.42508864e-01]
 [  6.22335374e-02   6.04828447e-03   1.85796600e-02   8.46181344e-03
    2.19915926e-01   4.54316497e-01   1.35358259e-01   3.36491060e-03
    2.22902186e-02   6.94308281e-02]
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    7.89608154e-03   1.73808597e-02]
 [  9.61003243e-04   9.23191401e-05   1.27383173e-02   9.45037544e-01
    2.88617710e-04   1.86840314e-02   8.89717994e-05   1.51870842e-03
    1.85891818e-02   2.00121291e-03]
 [  1.28246874e-01   1.97692700e-02   8.62667933e-02   3.99487242e-02
    1.71372537e-02   1.29187629e-01   2.49728993e-01   5.53939678e-03
    3.07847917e-01   1.63271483e-02]
 [  5.23035740e-03   8.25863779e-01   9.67283174e-03   3.85855325e-02
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 [  9.02764965e-04   2.69119926e-02   1.82536477e-03   3.97504307e-02
    2.00571805e-01   2.82687973e-02   6.17871433e-03   1.98977023e-01
    3.99928540e-02   4.56620306e-01]
 [  3.79213989e-02   5.78244253e-05   2.02423930e-02   1.45873881e-03
    6.24522626e-01   2.09924504e-02   1.80335581e-01   6.04053214e-03
    1.11551853e-02   9.72733051e-02]
 [  5.20486524e-03   1.75834901e-03   1.44057751e-01   6.36951864e-01
    5.49975317e-03   1.19570218e-01   3.82329039e-02   1.51585387e-02
    2.45969594e-02   8.96886736e-03]
 [  7.01601386e-01   3.61795799e-04   7.80834630e-02   8.49277806e-03
    1.99651564e-04   1.69588644e-02   1.73916370e-01   9.43551946e-04
    1.76814795e-02   1.76066603e-03]
 [  8.61768844e-04   3.06076510e-03   1.14317809e-03   7.70933628e-01
    1.80307741e-03   4.40119728e-02   2.42468552e-04   8.08384493e-02
    4.65014949e-02   5.06031960e-02]
 [  8.78008257e-04   1.46894972e-05   2.10026497e-04   5.95814455e-03
    3.78559306e-02   3.18152234e-02   8.15883614e-05   7.41101563e-01
    1.15757971e-03   1.80927187e-01]
 [  4.58738126e-04   9.39949632e-01   1.06420536e-02   7.57954875e-03
    3.45272431e-03   6.60687173e-03   4.54249559e-03   6.24783477e-03
    1.61326975e-02   4.38737543e-03]
 [  9.59312141e-01   1.95319444e-06   1.00138881e-04   4.37118253e-03
    4.33937457e-05   3.27240303e-02   7.90277030e-04   5.59833192e-04
    1.52772362e-03   5.69485303e-04]
 [  1.58625487e-02   2.19041875e-04   1.07947707e-01   7.44239660e-03
    7.84915965e-03   1.94506235e-02   8.15826774e-01   1.36107396e-04
    2.01330520e-02   5.13260206e-03]
 [  4.12180962e-04   6.57764787e-04   9.14305329e-01   5.78946201e-03
    1.19078951e-03   2.47988210e-04   7.57417679e-02   2.05512970e-06
    1.63860887e-03   1.40148677e-05]
 [  2.77194828e-02   1.99193601e-03   8.87462590e-03   5.58206022e-01
    7.74480589e-03   2.36115590e-01   1.96574405e-02   1.42027866e-02
    3.41500193e-02   9.13372412e-02]
 [  4.64527123e-02   1.03420962e-03   3.83366048e-02   5.45868278e-01
    5.22388145e-02   2.12608904e-01   8.43145140e-03   1.45361004e-02
    5.49418926e-02   2.55510081e-02]]
INFO:tensorflow:probabilities = [[  8.98890488e-04   4.20948454e-05   9.33047943e-03   1.37994735e-04
    7.50259031e-04   5.72959369e-04   9.83452141e-01   2.89083755e-06
    4.57975315e-03   2.32434468e-04]
 [  1.95463169e-02   1.34790344e-05   9.32780355e-02   3.33680422e-04
    5.84912067e-03   2.32226565e-03   8.77418399e-01   4.35437869e-06
    4.04474791e-04   8.29767610e-04]
 [  7.26842582e-02   8.44235092e-06   1.46948104e-03   1.23152332e-02
    2.70792879e-02   5.89262426e-01   8.42538010e-03   5.05183637e-02
    1.89402699e-01   4.88344170e-02]
 [  4.65740246e-04   7.53573049e-03   2.26640720e-02   8.78826857e-01
    7.06105930e-05   1.55776581e-02   1.48792242e-04   1.66578144e-02
    4.23821621e-02   1.56705547e-02]
 [  1.43882513e-04   1.41024166e-05   2.40393027e-04   4.00815115e-05
    9.74048257e-01   1.06625946e-03   1.56677759e-03   5.59800863e-03
    7.37308874e-04   1.65448096e-02]
 [  3.73597769e-03   3.12577817e-04   7.40748190e-04   1.43697597e-02
    1.74805493e-04   4.80263587e-03   2.35975167e-04   9.67319667e-01
    2.71734269e-03   5.59051754e-03]
 [  2.07619858e-04   3.69666493e-03   2.62925448e-03   9.70875565e-03
    1.19832665e-01   2.57940590e-02   1.12331985e-03   9.72647816e-02
    1.84420161e-02   7.21300900e-01]
 [  3.55053024e-04   3.42517672e-03   1.43178049e-02   7.66214216e-04
    3.48114483e-02   1.64991664e-03   9.32467580e-01   8.18112385e-05
    5.17257489e-03   6.95237331e-03]
 [  1.62608549e-03   1.24857339e-04   4.26387778e-05   6.19652122e-03
    1.34258345e-01   2.39237156e-02   4.05571656e-04   4.73906845e-01
    1.04507944e-02   3.49064618e-01]
 [  7.99978897e-03   2.12231409e-02   2.26782188e-02   2.74577215e-02
    3.19761224e-03   5.75103462e-02   4.23960947e-03   4.16607052e-01
    3.22240412e-01   1.16846085e-01]
 [  9.94149446e-02   6.58285688e-04   7.66015470e-01   3.43353003e-02
    1.56336150e-03   8.96348804e-03   6.15126900e-02   4.76215081e-03
    1.96248516e-02   3.14953970e-03]
 [  2.32323469e-03   5.81439872e-06   1.31809047e-05   4.57098102e-03
    1.40256481e-03   2.25951280e-02   7.01229656e-05   9.47661459e-01
    4.89208195e-03   1.64654609e-02]
 [  2.36246525e-03   2.51705549e-03   1.26528628e-02   1.06486282e-03
    6.45509005e-01   1.41066862e-02   2.93517143e-01   1.85440877e-03
    1.43896611e-02   1.20256767e-02]
 [  2.05854260e-04   8.52405787e-01   2.49039028e-02   7.78247938e-02
    4.93357424e-04   9.92795452e-04   1.02589577e-02   8.08961783e-03
    1.80675481e-02   6.75748149e-03]
 [  1.20505341e-03   6.73833594e-04   1.21690668e-02   1.06628083e-01
    9.29050706e-03   2.99016777e-02   3.86196285e-01   5.90702333e-03
    4.24788475e-01   2.32400056e-02]
 [  4.73195221e-03   7.08348975e-02   1.20735336e-02   6.87248111e-02
    2.93022115e-02   1.38226524e-01   9.53275245e-03   2.28402447e-02
    5.33230066e-01   1.10502951e-01]
 [  1.57204960e-02   3.13630104e-01   5.02459556e-02   1.42926037e-01
    2.27336911e-03   1.75140932e-01   1.59074385e-02   1.96030680e-02
    2.55822629e-01   8.72997567e-03]
 [  2.14293992e-04   8.69562984e-01   1.33709181e-02   1.07963453e-03
    1.03633599e-02   4.92931402e-04   6.97600190e-03   6.45209162e-04
    9.58188176e-02   1.47588900e-03]
 [  8.56504858e-01   7.42443899e-06   5.30135259e-03   1.40529284e-02
    6.17878104e-05   8.48861411e-02   3.03388890e-02   1.33513112e-03
    6.00280426e-03   1.50882627e-03]
 [  2.07461952e-03   7.85810334e-05   2.21316688e-04   2.04369780e-02
    2.60729808e-04   3.48575576e-03   7.80499322e-05   9.23047423e-01
    5.37156872e-03   4.49448600e-02]
 [  7.06281979e-04   7.88047016e-02   8.71273782e-03   3.36140484e-01
    6.32706750e-03   1.39962316e-01   2.23511993e-03   1.98500365e-01
    1.52063429e-01   7.65474886e-02]
 [  9.57206666e-01   1.10180406e-06   4.32634074e-03   8.88671377e-04
    1.31459223e-04   2.89847814e-02   4.34340816e-03   7.65662262e-05
    3.97403399e-03   6.69638175e-05]
 [  2.15120590e-03   1.27953572e-05   4.20266633e-06   3.79208960e-02
    1.80863921e-04   8.51237357e-01   2.58958153e-05   4.94287640e-04
    1.02600709e-01   5.37175639e-03]
 [  6.59692883e-01   1.87944403e-04   1.30221397e-02   8.63641873e-03
    3.96021130e-03   7.77215436e-02   5.35508208e-02   5.15796384e-03
    1.41992584e-01   3.60774323e-02]
 [  9.29025281e-03   7.05839251e-04   1.51918328e-03   1.20598245e-02
    1.17358513e-01   3.88685279e-02   2.03005946e-03   4.31748182e-01
    3.09523046e-02   3.55467349e-01]
 [  1.04236798e-02   8.73864119e-05   4.68915664e-02   6.71079662e-03
    3.28494585e-04   7.22251981e-02   9.83138569e-04   3.05583747e-03
    8.58563900e-01   7.30039901e-04]
 [  1.24923624e-02   7.90097658e-03   1.21229412e-02   1.92385837e-01
    1.12445232e-04   2.47943953e-01   2.66498449e-04   4.35077064e-02
    4.78661716e-01   4.60548839e-03]
 [  4.34298796e-04   6.06712943e-04   1.27164798e-03   7.87421071e-04
    7.29241788e-01   4.54378827e-03   2.92445552e-02   7.04457425e-03
    6.75259624e-03   2.20072687e-01]
 [  1.96576962e-04   8.67596030e-01   4.92698001e-03   7.85180554e-03
    2.23337766e-03   4.62643523e-03   1.97939295e-02   4.41592216e-04
    8.75587687e-02   4.77457745e-03]
 [  1.81561764e-02   8.10718775e-05   9.16097939e-01   9.86489002e-03
    4.36358008e-04   7.10272405e-04   4.38611582e-02   5.71281300e-04
    9.94646735e-03   2.74298975e-04]
 [  4.70916703e-02   2.31591775e-03   1.10263480e-02   3.14989290e-03
    8.24799109e-03   1.08763374e-01   2.68251030e-03   2.28150710e-02
    7.68061221e-01   2.58460231e-02]
 [  3.91388079e-03   4.83781695e-01   3.06950696e-02   1.83130875e-02
    2.34462856e-03   5.27184717e-02   2.39169136e-01   3.23176442e-04
    1.65848255e-01   2.89258850e-03]
 [  4.13026521e-03   4.14505191e-02   1.06837591e-02   1.39621636e-02
    1.81846350e-01   1.05167367e-01   3.39357252e-03   2.04368189e-01
    1.99308395e-01   2.35689506e-01]
 [  1.42201046e-02   1.73863918e-02   5.19821756e-02   2.49923952e-02
    2.17931017e-01   1.92308500e-01   3.65903169e-01   1.68414100e-03
    8.34298730e-02   3.01622637e-02]
 [  4.68787784e-03   3.10258984e-05   1.15605588e-04   9.75360454e-04
    7.82277342e-03   9.69163477e-01   2.23127805e-04   5.90182841e-03
    8.56361445e-03   2.51539168e-03]
 [  3.78653733e-03   6.65675700e-01   2.65071802e-02   6.40253425e-02
    1.13730906e-02   4.40359525e-02   4.26652282e-02   3.57627794e-02
    7.52226785e-02   3.09454668e-02]
 [  9.30754282e-03   4.57786722e-04   2.15452490e-03   9.23549950e-01
    1.78060054e-05   2.00423021e-02   1.34184829e-05   3.71399634e-02
    5.66677051e-03   1.64995482e-03]
 [  6.20161779e-02   2.26053502e-02   6.03443049e-02   5.71730779e-03
    2.64668441e-03   4.63509336e-02   1.22330047e-03   6.22968888e-03
    7.90405095e-01   2.46110768e-03]
 [  3.13087343e-03   8.36430192e-01   5.12469411e-02   4.64169402e-03
    2.53858720e-03   1.10883405e-02   4.58342731e-02   1.23687694e-03
    4.25706170e-02   1.28141965e-03]
 [  2.77962349e-02   1.80347655e-02   4.27049845e-02   9.17215124e-02
    2.80379551e-03   1.07969239e-01   1.19371281e-03   6.05784953e-02
    6.35731637e-01   1.14655793e-02]
 [  1.78746751e-03   3.73969436e-01   1.41257659e-01   2.12823987e-01
    4.46429616e-03   7.81500190e-02   3.77674284e-03   9.11287556e-04
    1.81900218e-01   9.58883902e-04]
 [  8.65299022e-04   9.35611010e-01   4.83584311e-03   9.42281540e-03
    7.96169229e-03   4.74224333e-03   6.89462572e-03   2.11048080e-03
    2.27261763e-02   4.82970849e-03]
 [  3.41363177e-02   2.12561805e-03   2.50907857e-02   1.27888517e-03
    4.85185422e-02   1.45504683e-01   4.74217348e-02   2.92809121e-03
    6.74544752e-01   1.84506048e-02]
 [  6.62099943e-03   2.62335408e-04   9.48011205e-02   6.73397183e-01
    3.91454960e-04   3.42483446e-02   2.25862861e-03   1.12618491e-01
    7.43023679e-02   1.09907053e-03]
 [  5.32567326e-04   4.07757761e-05   5.21066795e-05   2.78229290e-03
    3.02645727e-04   8.74777848e-04   9.35720254e-06   9.73314941e-01
    7.87242258e-04   2.13033892e-02]
 [  4.87308651e-02   1.13192974e-02   1.27742374e-02   3.23727094e-02
    1.96533483e-02   8.81656557e-02   6.98557356e-03   2.96255857e-01
    1.88781098e-01   2.94961303e-01]
 [  4.90156189e-03   1.67595933e-03   7.88063835e-03   1.11699507e-01
    2.04318156e-03   1.26876077e-02   8.68355914e-04   2.33131126e-02
    8.09851527e-01   2.50785630e-02]
 [  1.24585934e-01   4.46710270e-04   7.60882020e-01   1.95243454e-03
    1.16426474e-03   1.35665881e-02   8.62871259e-02   9.36146651e-04
    9.57997236e-03   5.98765386e-04]
 [  2.67717079e-03   6.94950581e-01   5.10030519e-03   1.94888227e-02
    9.04692803e-03   3.24621387e-02   3.65475263e-03   1.44273797e-02
    1.82356611e-01   3.58352028e-02]
 [  9.01230052e-03   3.19909640e-02   5.18787012e-04   8.75457004e-03
    2.30646133e-03   5.34353435e-01   2.31214450e-03   7.07808416e-03
    3.86033684e-01   1.76396165e-02]
 [  3.04375831e-02   2.08902289e-03   4.39585885e-03   3.33590567e-01
    7.39808520e-03   5.30993521e-01   1.65680423e-02   1.02276830e-02
    4.13527489e-02   2.29468830e-02]
 [  1.31680164e-03   7.66449496e-02   4.37057577e-02   1.53621882e-02
    2.08186612e-01   9.90270637e-03   1.13506019e-01   1.70255024e-02
    2.23141357e-01   2.91208088e-01]
 [  2.63082725e-03   6.19034423e-03   7.07421172e-03   1.43466517e-02
    3.37538362e-01   3.75640392e-02   2.22407561e-02   3.71110067e-02
    5.38698100e-02   4.81433988e-01]
 [  3.07895913e-04   6.81736087e-03   1.49858568e-03   1.67538226e-02
    4.47133975e-03   2.36271769e-02   3.19044478e-03   4.62860465e-02
    8.74532163e-01   2.25151349e-02]
 [  3.70755675e-04   7.78216064e-01   5.01990393e-02   7.27298623e-03
    5.26791299e-03   2.12642667e-03   9.69886722e-04   3.76193114e-02
    1.08518660e-01   9.43902694e-03]
 [  8.91795196e-03   1.02138047e-05   1.64603919e-03   6.61990256e-04
    7.11558700e-01   4.36147265e-02   3.55348848e-02   6.88731223e-02
    9.03978273e-02   3.87845933e-02]
 [  3.62639911e-02   2.45792838e-03   7.06945360e-01   1.94818020e-01
    8.90196708e-04   1.22628035e-02   3.02645229e-02   2.26829958e-04
    1.52880866e-02   5.82255132e-04]
 [  1.41824223e-03   9.01213639e-07   3.08409399e-05   3.97764193e-03
    3.23198707e-04   1.65021501e-03   4.37774979e-05   9.82702613e-01
    1.90442917e-03   7.94813316e-03]
 [  1.41872345e-02   5.64864138e-03   6.11474784e-03   1.51547626e-01
    1.23594582e-01   3.02699536e-01   2.35337675e-01   1.07069109e-02
    7.65960366e-02   7.35670328e-02]
 [  1.44054694e-02   3.94228939e-03   5.71584664e-02   1.33426571e-02
    1.85750395e-01   1.13245593e-02   6.90685689e-01   1.23343978e-03
    1.16260191e-02   1.05309794e-02]
 [  5.18896850e-03   2.29973557e-06   4.62208380e-04   6.88100874e-04
    4.09634799e-01   2.20812541e-02   2.41668150e-03   9.47749894e-03
    6.87105535e-03   5.43177068e-01]
 [  2.40684286e-01   2.64888001e-03   1.58724072e-03   1.37596636e-03
    4.38275784e-02   3.16126764e-01   1.24337133e-02   9.05037597e-02
    2.14850277e-01   7.59615004e-02]
 [  7.54123181e-03   1.16044492e-03   4.42410074e-03   4.13885713e-02
    1.93178603e-05   1.20138936e-01   3.56978526e-05   1.86600097e-04
    8.23727906e-01   1.37721631e-03]
 [  9.97239709e-01   4.72198067e-08   5.10019672e-05   1.09143817e-04
    4.34068340e-07   2.51982897e-03   3.15917059e-05   4.08314463e-06
    4.25531434e-05   1.67776432e-06]
 [  3.53726849e-04   4.32760455e-03   1.90009153e-03   2.46755406e-02
    5.86519018e-04   2.38773623e-03   2.82335852e-04   8.66778910e-01
    1.29347434e-02   8.57728198e-02]
 [  1.62637836e-04   9.64582980e-01   6.40158588e-03   4.79269912e-03
    4.54258698e-04   9.06947127e-04   9.14767291e-03   1.25699304e-03
    1.16761141e-02   6.18083752e-04]
 [  7.32405707e-02   6.34010299e-04   3.78586445e-03   4.82288897e-02
    2.24092742e-03   4.14169550e-01   4.44267653e-02   1.52559439e-03
    4.05839354e-01   5.90850180e-03]
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    5.44573786e-03   4.92502004e-03]
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    2.31767580e-01   3.21650468e-02]
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    1.39086246e-02   3.18505941e-03]
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    1.18673835e-02   2.35497812e-03]
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    2.04053521e-02   9.04327753e-05]
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    4.94159460e-02   7.97290057e-02   5.35073951e-02   5.27221290e-03
    2.59060532e-01   4.77353930e-02]
 [  1.80764808e-04   9.61255968e-01   4.42232704e-03   5.29389782e-03
    1.47411320e-03   2.15800363e-03   7.52224447e-03   1.61009538e-03
    1.10973064e-02   4.98546567e-03]
 [  1.73520355e-03   8.79591167e-01   2.01718509e-02   3.42901908e-02
    2.45230645e-03   9.39735305e-03   1.22731328e-02   1.45416074e-02
    1.98443662e-02   5.70278987e-03]
 [  6.36039431e-06   2.55291874e-04   9.84359920e-01   7.17418687e-03
    6.73724662e-06   1.95215453e-05   7.86161982e-03   3.88166563e-06
    3.11465468e-04   1.04713922e-06]
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    1.88638041e-05   7.46611389e-04   4.40020403e-06   9.62904572e-01
    2.10462045e-02   1.13696065e-02]
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    2.58075946e-04   1.55528575e-01   9.45738109e-04   6.45691543e-05
    5.87879829e-02   3.61513201e-04]
 [  3.00249667e-03   7.29142036e-03   5.39815761e-02   1.11962907e-01
    1.07558100e-02   1.02207787e-01   1.54660996e-02   2.52683796e-02
    6.49167657e-01   2.08958033e-02]
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    1.27806285e-04   3.46906185e-02   1.60846481e-04   5.21813752e-03
    8.94780830e-03   9.62925900e-04]
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    9.85320508e-01   2.80097243e-04   4.29827813e-03   1.37997777e-04
    6.71911868e-04   5.47670992e-03]
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    1.05567649e-02   4.98781130e-02   4.06418520e-04   2.50418186e-02
    8.66137385e-01   7.72338035e-03]
 [  2.09420063e-02   2.50225712e-04   4.38063703e-02   3.20024812e-03
    2.94639617e-01   6.56392574e-02   3.90271634e-01   3.33614880e-03
    1.09252445e-02   1.66989282e-01]
 [  8.99795175e-01   9.76779211e-06   1.09598134e-03   2.96866847e-03
    2.15458014e-04   7.17576668e-02   8.21895897e-04   5.94415527e-04
    1.98930241e-02   2.84785544e-03]
 [  1.24836385e-01   3.01397080e-03   1.22399321e-02   4.37223762e-02
    3.03815752e-01   1.12514980e-01   6.94360286e-02   1.46350905e-01
    2.36788280e-02   1.60390824e-01]
 [  2.56306073e-03   3.10477074e-02   2.25038808e-02   1.47761600e-02
    3.69562046e-03   4.11942601e-02   4.63258428e-03   4.61292453e-03
    8.57890546e-01   1.70832481e-02]
 [  1.44592458e-02   1.77327058e-06   1.35287512e-02   8.41635396e-04
    4.26523527e-03   5.04032942e-03   9.57520604e-01   1.11392132e-04
    2.23265169e-03   1.99830648e-03]
 [  1.48476278e-02   4.01628166e-02   2.90929643e-03   3.94703522e-02
    6.70700218e-04   3.79512548e-01   8.93916655e-03   1.85256917e-02
    4.85896528e-01   9.06535424e-03]
 [  2.28025983e-05   1.58297025e-05   9.31850693e-04   9.92195010e-01
    3.05730919e-06   2.16521206e-03   2.54716974e-06   1.51144480e-03
    3.07576451e-03   7.63864591e-05]
 [  1.86987151e-03   3.89880501e-04   9.81735885e-01   1.09062355e-03
    2.08203355e-03   7.44850084e-04   1.01974132e-02   7.00656983e-06
    1.71027391e-03   1.72183049e-04]
 [  1.99418492e-03   3.71254352e-03   9.72868800e-01   1.21449810e-02
    1.96880446e-05   1.66626021e-04   4.67065163e-03   6.92529313e-04
    3.61128617e-03   1.18601696e-04]]
INFO:tensorflow:global_step/sec: 159.32
INFO:tensorflow:loss = 0.684867, step = 2501
INFO:tensorflow:probabilities = [[  1.33839799e-02   3.20786387e-02   1.58211309e-02   3.81741747e-02
    1.23186465e-02   1.79627642e-01   9.06597916e-03   5.30643435e-03
    6.76040828e-01   1.81825198e-02]
 [  4.19568358e-04   1.14017136e-01   5.75686812e-01   1.32371277e-01
    6.90859015e-05   3.06636002e-03   8.43327865e-03   5.08958567e-03
    1.58605650e-01   2.24129157e-03]
 [  3.08262259e-01   2.69547338e-04   6.70490637e-02   1.05377790e-02
    5.18509112e-02   7.99379051e-02   3.60518008e-01   2.43311934e-03
    9.08159614e-02   2.83253863e-02]
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    4.43269615e-04   9.07791495e-01   1.68392886e-04   9.40673170e-04
    2.08607204e-02   7.78814196e-04]
 [  5.82210114e-03   2.19394080e-02   1.95080717e-03   3.41270640e-02
    2.44547916e-03   1.76538095e-01   2.44603679e-03   4.20717001e-02
    6.20866954e-01   9.17923525e-02]
 [  2.53424700e-03   5.56912683e-02   1.22969167e-03   2.66708191e-02
    2.60858595e-01   4.21326347e-02   1.95159055e-02   6.92683831e-02
    9.38410088e-02   4.28257465e-01]
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    1.37153238e-01   1.03165984e-01   2.72175483e-03   1.20027632e-01
    8.21832716e-02   5.11132717e-01]
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    4.69898224e-01   1.56149240e-02]
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    4.83164899e-02   1.45996232e-02]
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 [  9.57074225e-01   1.98258522e-06   5.72827295e-04   1.18718145e-03
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    4.24757525e-02   1.63218066e-01]
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    1.58241391e-02   1.92380287e-02]
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    9.35276449e-02   1.00956028e-02]
 [  1.18805896e-02   1.70850232e-01   8.29236805e-02   2.90916581e-02
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    1.91829324e-01   4.13593240e-02]
 [  5.36279054e-04   9.30707276e-01   5.12065459e-03   1.93824209e-02
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    4.65130201e-03   9.01344046e-03]
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    2.31536943e-02   3.00063496e-03]
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    3.37808579e-02   4.21101321e-03]
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    2.44841613e-02   6.53681338e-01]
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    2.64141113e-01   4.18859571e-01]
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    2.59126835e-02   2.50949815e-04]
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    2.05149110e-02   8.41141329e-04]
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    3.62892412e-02   1.57665499e-02]
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    1.61561463e-03   5.48936892e-03   2.52440630e-04   8.85316372e-01
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    3.62616661e-03   2.60078791e-03]
 [  9.98667121e-01   1.67346688e-08   6.57519326e-04   8.99191728e-05
    2.50538150e-08   3.40814411e-04   1.09470898e-06   2.23303839e-04
    1.86857160e-05   1.55724763e-06]
 [  8.43754038e-04   3.45872017e-03   7.86041201e-05   4.61200904e-03
    1.60192084e-02   2.96784714e-02   8.00537673e-05   3.62548649e-01
    8.10476020e-03   5.74575782e-01]
 [  1.22282747e-03   1.63356090e-04   1.83595694e-05   1.16039219e-03
    2.03638952e-02   2.26203576e-02   1.06601990e-04   2.76337657e-02
    5.18243462e-02   8.74886096e-01]
 [  5.98943407e-05   9.61521387e-01   4.36699763e-03   7.90806301e-03
    2.39346497e-04   9.86510888e-04   9.54966247e-03   4.02539794e-04
    1.36727905e-02   1.29268668e-03]
 [  4.46993450e-04   8.68943695e-04   9.72856283e-01   5.62536623e-03
    3.28916428e-03   2.45191157e-04   1.31944157e-02   1.10925270e-04
    3.05239041e-03   3.10293428e-04]
 [  6.16519712e-02   6.91966503e-04   6.13585003e-02   8.27515900e-01
    1.93050055e-05   3.32538858e-02   5.07948280e-04   1.78883341e-03
    1.24674542e-02   7.44118821e-04]
 [  3.53552669e-01   3.98804725e-04   2.05636118e-02   7.62245879e-02
    7.61273026e-04   1.45380974e-01   7.41602033e-02   5.94323352e-02
    2.65108734e-01   4.41670511e-03]
 [  9.93082404e-01   2.00116652e-08   4.33183013e-04   3.24277766e-03
    1.26888199e-06   2.46729492e-03   5.21182883e-05   3.66425840e-04
    3.07197362e-04   4.73442597e-05]
 [  3.10411415e-05   9.87061560e-01   1.77132559e-03   1.25510234e-03
    1.27791776e-04   6.13980170e-04   1.37503608e-03   3.38745158e-04
    6.19035400e-03   1.23492104e-03]
 [  2.33160153e-01   3.20628442e-06   6.54307008e-01   7.21684545e-02
    5.19647030e-04   1.35123804e-02   6.42192084e-03   2.08089259e-04
    1.86607298e-02   1.03833352e-03]
 [  2.15057004e-02   4.87840705e-04   8.68737102e-02   7.71019794e-03
    4.29744095e-01   2.03163661e-02   1.81832649e-02   2.32201442e-02
    5.54486327e-02   3.36510152e-01]
 [  1.25039706e-03   9.17140007e-01   9.40113235e-03   2.01721489e-02
    6.15066662e-03   1.02092512e-02   3.56179895e-03   1.15954429e-02
    1.47741474e-02   5.74496388e-03]
 [  3.08956741e-03   3.38002783e-03   1.86468828e-02   3.18183657e-03
    4.83165920e-01   1.97029151e-02   2.17911810e-01   8.57813843e-03
    6.82599619e-02   1.74082950e-01]
 [  5.76034933e-03   1.83973706e-03   1.58288591e-02   1.03912791e-02
    4.87033874e-01   1.48763850e-01   1.91173442e-02   2.89579518e-02
    2.70681441e-01   1.16253337e-02]
 [  6.00260937e-05   4.73698892e-04   7.02824254e-05   1.23053766e-03
    5.53700025e-04   5.14850370e-04   1.28829615e-05   9.85847056e-01
    2.15786789e-03   9.07916017e-03]
 [  1.56544405e-03   1.50266020e-02   1.00117931e-02   4.41856086e-01
    2.95324251e-03   3.15193981e-01   8.91253259e-03   4.81000170e-02
    9.68233123e-02   5.95568940e-02]
 [  7.63986647e-01   4.44893958e-05   1.29587218e-01   1.59109163e-03
    4.96907996e-05   9.85861663e-03   7.93313310e-02   1.34649756e-03
    1.40701421e-02   1.34162736e-04]
 [  2.06919119e-01   5.30445203e-03   6.73791319e-02   2.69767433e-01
    8.14447366e-03   2.49138013e-01   1.05205346e-02   6.38970435e-02
    8.72778893e-02   3.16518582e-02]
 [  2.25341832e-03   1.17656973e-03   7.53589394e-03   2.54344139e-02
    9.58267337e-05   3.62122571e-03   5.87222967e-05   9.05032039e-01
    4.80058156e-02   6.78607356e-03]
 [  2.89375912e-02   9.64991674e-02   1.26813158e-01   5.13297096e-02
    2.38279756e-02   1.40300900e-01   2.12407440e-01   1.02417322e-03
    2.99891442e-01   1.89684480e-02]
 [  7.26010203e-01   1.52471557e-03   6.19437359e-03   8.56118202e-02
    2.56442395e-03   1.04820535e-01   1.59525557e-03   2.41661202e-02
    3.90955657e-02   8.41698330e-03]
 [  5.40245790e-03   3.68103909e-04   2.84570623e-02   1.85277662e-03
    3.66093521e-03   1.27899824e-02   9.25844848e-01   1.88294449e-04
    2.03685202e-02   1.06701360e-03]
 [  4.03031101e-03   7.75311719e-07   1.98707846e-03   5.85063885e-04
    9.18804884e-01   1.51262488e-02   2.59835296e-03   6.20045420e-03
    3.88140371e-03   4.67853434e-02]
 [  1.07208034e-03   9.50323939e-01   1.73365846e-02   3.50309652e-03
    4.95573448e-04   2.37155613e-03   2.03676219e-03   3.36493878e-03
    1.82362590e-02   1.25934917e-03]
 [  4.75665880e-03   1.49554980e-04   3.77938822e-02   1.12482626e-03
    2.30805646e-03   1.83480280e-03   9.43619430e-01   1.53388028e-04
    6.76375534e-03   1.49558135e-03]
 [  2.92644696e-03   8.69992771e-04   8.10543913e-03   9.91311297e-03
    1.86616965e-02   6.58812746e-02   2.91700624e-02   1.31141255e-02
    8.30110610e-01   2.12471858e-02]
 [  1.33454078e-05   7.34808197e-08   4.16717796e-07   1.70350831e-05
    1.90397423e-05   2.07592908e-04   2.14076096e-07   9.93234098e-01
    3.97657102e-04   6.11041626e-03]
 [  1.13472401e-04   9.73300576e-01   5.46030467e-03   3.45969968e-03
    5.12544415e-04   1.08546903e-03   2.83257011e-03   1.98716950e-03
    9.75065678e-03   1.49761862e-03]
 [  2.42551090e-04   9.46074903e-01   9.83964372e-03   1.53222177e-02
    7.26933358e-04   1.16467173e-03   1.35082966e-02   8.18991859e-04
    1.05525870e-02   1.74897630e-03]
 [  3.05472640e-03   3.14242463e-03   1.66955702e-02   7.06013322e-01
    5.27714001e-05   1.55916482e-01   1.22413994e-03   2.80488189e-03
    1.08265005e-01   2.83068232e-03]
 [  1.04775687e-03   5.86164591e-04   9.89685953e-01   1.64914364e-03
    2.44922005e-04   3.28145798e-05   4.68233880e-03   2.99588755e-05
    1.93070224e-03   1.10186433e-04]
 [  1.51559152e-02   1.40531023e-03   5.28828194e-03   2.13360921e-01
    3.81826907e-02   3.65883738e-01   1.27017591e-02   1.91788048e-01
    7.51978755e-02   8.10353532e-02]
 [  1.00750418e-03   5.57323045e-04   6.64970279e-03   1.31000299e-03
    2.21627161e-01   3.17807309e-03   6.44833446e-01   3.65755428e-03
    1.93038043e-02   9.78754237e-02]
 [  1.53543791e-02   3.41562390e-01   4.82660122e-02   6.62154928e-02
    2.31136195e-02   6.77461326e-02   1.40162051e-01   6.83875615e-03
    2.53726333e-01   3.70148793e-02]
 [  8.35494325e-02   7.32951739e-05   8.99161756e-01   2.45948904e-03
    3.31105024e-04   8.28404212e-04   6.46255817e-03   1.34522779e-04
    5.53217810e-03   1.46729243e-03]
 [  5.65324025e-03   1.86207649e-06   8.65139649e-04   5.10347018e-04
    8.01839113e-01   4.11603972e-02   2.22381484e-02   8.16773623e-03
    6.21760380e-04   1.18942305e-01]
 [  6.88192027e-04   4.20534721e-04   1.13109802e-03   9.31439161e-01
    3.50185524e-04   5.13176322e-02   9.64695180e-04   5.89876529e-03
    5.54314489e-03   2.24662712e-03]
 [  2.84603834e-02   1.63254067e-01   1.44479826e-01   2.79449552e-01
    6.67218235e-04   3.06785777e-02   2.70026084e-03   9.67747159e-03
    2.88611978e-01   5.20206429e-02]
 [  1.98790595e-01   4.86976978e-06   6.10224679e-02   1.94967747e-01
    7.79564201e-04   4.44019914e-01   4.78483038e-03   7.46029010e-03
    8.59455913e-02   2.22412916e-03]
 [  1.28687825e-04   1.07271806e-03   1.96264801e-03   3.02615184e-02
    5.24867559e-03   6.21787319e-03   1.97103713e-03   9.34702814e-01
    6.24949671e-03   1.21845566e-02]
 [  1.51095167e-03   1.15880175e-04   6.56654302e-04   6.94509014e-04
    1.61086127e-01   1.43086584e-02   1.93454372e-03   5.64027205e-02
    3.17688729e-03   7.60113060e-01]
 [  1.66456625e-02   2.82419314e-05   9.78330612e-01   5.41281537e-04
    2.40617781e-04   1.81594118e-03   1.38854596e-03   5.77784995e-05
    8.34416889e-04   1.16802192e-04]
 [  7.15580012e-04   1.06505810e-04   1.05297659e-03   1.14760839e-03
    6.04842365e-01   9.70421825e-03   1.55277259e-03   7.51905749e-03
    4.68243146e-03   3.68676484e-01]
 [  1.94129563e-04   4.36346903e-02   3.32585024e-03   1.74075812e-02
    1.37536516e-02   1.47041213e-02   3.12204752e-03   4.64099914e-01
    4.57276106e-02   3.94030333e-01]
 [  5.30515471e-03   6.60108821e-03   1.16476798e-02   1.87051836e-02
    5.37851034e-03   6.41552284e-02   3.46341394e-02   9.54585150e-04
    8.12820494e-01   3.97979803e-02]
 [  3.58650982e-02   1.18927557e-04   1.15811434e-02   2.70132739e-02
    1.21683767e-03   8.45666409e-01   1.84221137e-02   5.09130419e-04
    5.37483394e-02   5.85874543e-03]
 [  8.51754695e-02   2.02553906e-03   2.36614626e-02   4.55334038e-01
    3.64994304e-03   1.86658233e-01   1.55512069e-03   2.89799944e-02
    9.48800743e-02   1.18080080e-01]
 [  6.16158592e-03   5.95404592e-04   6.09878916e-03   1.43137500e-02
    5.75961351e-01   1.57399580e-01   5.31362742e-03   3.68216448e-02
    2.39086859e-02   1.73425540e-01]
 [  9.95130558e-03   2.93170131e-04   6.02484774e-03   8.86450052e-01
    1.73832032e-05   3.86108086e-02   1.41220447e-03   1.71010662e-02
    3.98378111e-02   3.01332446e-04]
 [  2.72110617e-03   5.61405359e-05   9.69491661e-01   1.26826447e-02
    9.43828491e-06   9.60570906e-05   3.53220152e-03   8.09579040e-04
    1.05504217e-02   5.07784171e-05]
 [  2.10301089e-03   5.52852452e-03   3.78358620e-03   7.51189113e-01
    3.73702255e-06   2.96215154e-02   5.26527467e-04   3.97852808e-03
    2.03099594e-01   1.65731370e-04]
 [  9.76181090e-01   8.01093302e-06   1.61853409e-03   3.30378581e-03
    2.38138109e-05   1.55758560e-02   1.97572727e-03   8.90944502e-05
    1.14885415e-03   7.51788975e-05]
 [  3.94531667e-01   1.12734630e-03   3.67225404e-03   1.58500493e-01
    1.32104859e-03   2.93073505e-01   2.39607692e-02   4.23829108e-02
    4.73260693e-02   3.41039523e-02]
 [  1.01261016e-03   1.56190414e-02   2.60859000e-04   1.01121911e-03
    1.33470491e-01   6.67355862e-03   3.52771574e-04   2.98520595e-01
    4.19270322e-02   5.01151741e-01]
 [  8.52400344e-03   4.50835913e-01   2.46311173e-01   1.57006867e-02
    8.15867856e-02   4.56058532e-02   3.40982042e-02   1.94545127e-02
    7.57534727e-02   2.21295636e-02]]
INFO:tensorflow:probabilities = [[  3.54087236e-03   2.71895376e-04   3.73516756e-04   1.95145272e-04
    8.08013380e-02   7.15650711e-03   6.35316072e-04   1.76017642e-01
    9.24065337e-03   7.21767068e-01]
 [  1.29564814e-02   1.85468141e-03   1.82994738e-01   3.98967192e-02
    1.53861300e-04   3.18023842e-03   2.67060124e-03   4.63283211e-01
    2.78728187e-01   1.42813381e-02]
 [  8.80386215e-03   1.94417343e-01   5.62643027e-03   2.97048334e-02
    5.84987504e-03   4.75510806e-01   2.08401796e-03   1.52190961e-02
    2.45831355e-01   1.69522800e-02]
 [  3.11802072e-03   4.13781911e-01   4.24379716e-03   2.80314460e-02
    2.71814270e-03   1.08097598e-01   8.24611075e-03   4.23034616e-02
    3.45629156e-01   4.38304022e-02]
 [  5.65935345e-03   6.40847534e-02   1.15430504e-02   1.22684846e-02
    4.73965794e-01   5.41410707e-02   2.09378451e-02   1.28561482e-01
    5.18299527e-02   1.77008182e-01]
 [  4.15525623e-02   2.02863266e-05   9.34559572e-03   4.32679895e-04
    7.38002777e-01   4.78953496e-03   1.19357251e-01   8.71326402e-03
    3.77006307e-02   4.00854722e-02]
 [  1.32324742e-04   6.69710653e-06   7.20300451e-02   5.15033571e-05
    2.99336426e-02   1.11224386e-03   8.92878711e-01   1.79326290e-03
    1.61720300e-03   4.44241887e-04]
 [  6.69499976e-04   2.00896695e-01   5.69367051e-01   6.75877854e-02
    8.89624425e-06   7.70311290e-03   2.82286841e-04   5.55469468e-03
    1.47872478e-01   5.75258273e-05]
 [  2.02878807e-02   1.34262966e-03   2.35378221e-02   2.30357307e-03
    2.28872359e-01   2.02504043e-02   1.39382826e-02   4.28455845e-02
    2.35440910e-01   4.11180645e-01]
 [  8.76666903e-01   1.69637315e-06   1.90782337e-03   9.24471207e-03
    1.63562436e-05   6.41553476e-02   3.90790403e-03   2.90317257e-04
    4.27874103e-02   1.02159090e-03]
 [  1.02344660e-04   9.52220321e-01   2.26371661e-02   2.51157768e-03
    1.87131367e-03   1.56690553e-03   2.50502932e-03   1.38297200e-03
    1.15085673e-02   3.69367818e-03]
 [  1.69438757e-02   2.30320357e-02   1.62405834e-01   4.45442170e-01
    3.37819057e-03   7.31632262e-02   2.03799084e-02   1.78657789e-02
    2.31872484e-01   5.51648811e-03]
 [  4.89833765e-04   6.17626763e-04   6.92741596e-04   1.63630117e-02
    5.11080213e-02   5.05570062e-02   3.65173491e-03   1.29705280e-01
    1.69481430e-02   7.29866624e-01]
 [  8.61913618e-03   1.31631838e-04   1.17326993e-03   8.05557668e-01
    8.16346891e-03   4.01376337e-02   1.22076413e-02   4.06304784e-02
    4.18283753e-02   4.15506922e-02]
 [  2.33890619e-02   6.03674818e-03   2.31836345e-02   2.88634121e-01
    2.17636023e-03   1.84126467e-01   3.88942659e-03   1.17565831e-02
    4.05433893e-01   5.13737611e-02]
 [  2.02997850e-04   2.21076012e-02   9.76510753e-04   2.27754600e-02
    6.70368783e-04   2.82230694e-03   1.44107049e-04   8.47843945e-01
    2.64449697e-02   7.60116950e-02]
 [  3.96901014e-04   8.86836529e-01   1.36321839e-02   2.12985743e-02
    9.37367324e-04   8.74216296e-03   7.04992702e-03   8.34090356e-03
    4.22068462e-02   1.05585661e-02]
 [  3.63908242e-04   9.57968593e-01   8.38488154e-03   4.91815945e-03
    1.35117117e-03   3.18730320e-03   5.41230012e-03   2.30053905e-03
    1.26310466e-02   3.48192244e-03]
 [  6.05130917e-04   3.55353586e-05   9.91946876e-01   2.07699998e-03
    1.75848472e-04   1.36600051e-04   2.10852921e-03   4.09209088e-06
    2.90164934e-03   8.69415908e-06]
 [  9.21606272e-03   1.02728242e-02   3.36132981e-02   3.11110215e-03
    6.50344133e-01   5.59356585e-02   1.54379755e-01   2.12784065e-03
    4.86476980e-02   3.23516391e-02]
 [  5.34511954e-02   8.84114057e-02   2.65790243e-02   1.74424335e-01
    2.16406817e-03   9.03267264e-02   1.46462256e-03   3.59612465e-01
    1.28188998e-01   7.53771216e-02]
 [  2.63254456e-02   4.09032982e-05   3.11294454e-04   8.57730396e-03
    3.64721491e-04   9.31697562e-02   3.16433434e-04   3.18473518e-01
    4.64142710e-01   8.82779360e-02]
 [  4.24893311e-04   2.45873758e-04   5.82725042e-05   5.68483025e-04
    4.75130306e-04   3.55115626e-04   1.66706595e-05   9.55276847e-01
    1.18785361e-02   3.07001863e-02]
 [  1.45073282e-02   4.77453032e-05   6.25534507e-04   1.64437294e-02
    6.96774200e-03   7.15460815e-03   3.16171412e-04   8.23924780e-01
    1.00485682e-02   1.19963810e-01]
 [  3.26253334e-03   1.13683648e-01   2.91194052e-01   4.62846577e-01
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    2.54107034e-03   1.04640133e-03]
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    2.04318725e-02   1.51948649e-02]
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    1.56215648e-03   2.83143166e-02]
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    1.16437681e-01   4.16565314e-02   3.29924095e-03   3.19876969e-01
    3.28842513e-02   4.54383940e-01]
 [  9.96607184e-01   1.22205392e-08   1.40119620e-04   6.37689809e-05
    6.51477785e-06   2.21718126e-03   7.76887115e-04   4.58108625e-05
    1.21450088e-04   2.11716269e-05]
 [  2.57715420e-03   8.77907872e-01   1.75993126e-02   1.72526445e-02
    3.34626297e-03   9.88685340e-03   2.19614878e-02   5.90556161e-03
    3.48140635e-02   8.74896441e-03]
 [  1.37451768e-03   7.99634337e-01   5.62457647e-03   3.11409887e-02
    2.88870884e-03   2.47372705e-02   3.68683250e-03   4.98139076e-02
    4.35158573e-02   3.75830047e-02]
 [  2.82491837e-03   1.38933897e-01   4.58669275e-01   2.73035496e-01
    2.29794576e-04   2.26810165e-02   3.69267748e-03   4.75150207e-03
    9.40716118e-02   1.10981450e-03]
 [  5.71117154e-04   1.08604807e-04   2.57924385e-03   1.27870450e-03
    6.07380033e-01   3.70143936e-03   3.91577557e-03   4.25822474e-02
    3.45425447e-03   3.34428698e-01]
 [  8.75029000e-05   1.16440924e-06   1.02176401e-03   9.94923174e-01
    1.88455647e-06   6.98317192e-04   4.01731910e-07   1.10063737e-03
    2.13070889e-03   3.44485416e-05]
 [  8.65824113e-05   4.51806081e-05   9.98848796e-01   6.45860098e-04
    2.00527370e-06   4.75307206e-06   1.58585011e-04   2.30040569e-05
    1.81465919e-04   3.64873017e-06]
 [  1.56359875e-03   1.50970591e-03   8.83621693e-01   2.13068295e-02
    8.51402711e-03   5.72029792e-04   7.62166008e-02   8.04107840e-05
    6.08090078e-03   5.34189749e-04]
 [  7.13139400e-03   2.04480122e-04   2.45450792e-04   4.56620997e-04
    5.89728415e-01   1.85051411e-02   1.13887805e-02   3.67336012e-02
    7.69346301e-03   3.27912658e-01]]
INFO:tensorflow:global_step/sec: 161.254
INFO:tensorflow:loss = 0.488198, step = 2601
INFO:tensorflow:probabilities = [[  6.68535067e-04   9.34485495e-01   1.64097883e-02   1.25058228e-02
    8.17671011e-04   4.96695144e-03   1.43438007e-03   3.78218200e-03
    2.05546115e-02   4.37451852e-03]
 [  2.09721108e-03   1.10679051e-04   3.16770136e-01   9.88600776e-03
    7.84774870e-02   6.30959636e-04   5.86848736e-01   3.71915448e-05
    3.90072516e-03   1.24090409e-03]
 [  5.08773490e-04   4.15772287e-04   3.55057069e-03   5.58596943e-03
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    1.79424285e-04   1.12729184e-01   2.08760336e-01   4.78688598e-05
    1.45935491e-01   7.96792854e-04]
 [  2.70655844e-03   1.40404955e-01   2.03360468e-02   4.34621088e-02
    2.20492575e-03   8.39222316e-03   5.97897102e-04   5.48273444e-01
    1.69469312e-01   6.41525686e-02]
 [  1.45204701e-02   3.80834128e-04   4.55458742e-03   3.36493216e-02
    2.57901498e-03   7.95688391e-01   1.71031198e-03   5.76575212e-02
    5.04063368e-02   3.88532132e-02]
 [  5.36083244e-03   6.77311560e-04   6.38767779e-02   8.42374191e-03
    1.55019015e-01   5.68864262e-03   7.06215203e-01   1.75595307e-03
    3.59133705e-02   1.70691349e-02]
 [  2.73456657e-03   9.09309834e-03   2.51570009e-02   3.47205512e-02
    3.30991112e-04   6.18670732e-02   5.38719771e-03   8.90995935e-03
    8.47749949e-01   4.04956611e-03]
 [  5.15428977e-03   3.80378887e-02   7.61723006e-03   1.39735360e-02
    1.36428708e-02   3.48196030e-02   8.37092757e-01   1.23782665e-03
    4.03825305e-02   8.04156344e-03]
 [  1.45404413e-02   8.29329640e-02   4.39164519e-01   1.43539794e-02
    9.29987058e-02   5.19807525e-02   2.75325608e-02   2.18246374e-02
    2.04066172e-01   5.06052338e-02]
 [  6.16483111e-03   7.25520253e-01   1.74763352e-02   3.08461729e-02
    7.77362147e-03   6.50264323e-03   1.86337214e-02   4.58544306e-02
    1.06227338e-01   3.50006409e-02]
 [  1.01102152e-04   9.49626565e-01   1.01262052e-02   1.47027671e-02
    7.47763261e-04   1.55038957e-03   3.72016197e-03   5.31621370e-03
    1.09577123e-02   3.15131946e-03]
 [  5.97307133e-03   3.55282664e-01   4.89567444e-02   3.85217592e-02
    3.64096276e-03   9.28486604e-03   5.83503693e-02   5.83841559e-03
    4.60014880e-01   1.41363051e-02]
 [  1.85763056e-03   6.22816443e-01   2.63138004e-02   1.02723397e-01
    2.99348924e-02   5.55295423e-02   3.86792421e-02   1.77551471e-02
    5.47320545e-02   4.96578477e-02]
 [  9.59482422e-05   8.26602263e-06   2.40607205e-05   1.77863749e-05
    9.82055247e-01   7.16268551e-04   5.40201738e-03   1.97708490e-03
    3.35773453e-04   9.36759263e-03]
 [  1.08628697e-03   2.83372346e-02   1.15744872e-02   1.04391230e-02
    6.39583528e-01   1.12076579e-02   6.17140830e-02   6.90506771e-03
    1.62790138e-02   2.12873489e-01]
 [  1.85309490e-03   4.55089594e-06   6.75176489e-06   7.44598001e-05
    2.31749006e-02   8.12465772e-02   2.61812565e-05   7.69201875e-01
    4.49388754e-03   1.19917646e-01]
 [  8.28488886e-01   1.40508282e-05   5.29511496e-02   9.07567069e-02
    3.32827876e-05   1.77037120e-02   1.34076632e-03   1.30441424e-03
    6.84675388e-03   5.60353219e-04]
 [  3.99182690e-03   1.16306305e-01   5.87938838e-02   1.10297784e-01
    9.54152783e-04   1.16182221e-02   4.04078630e-04   5.78636050e-01
    6.14622571e-02   5.75354658e-02]
 [  5.38577617e-04   7.09594169e-05   2.31455192e-02   5.49337303e-04
    9.81565192e-03   3.60868726e-04   9.62607682e-01   3.31424555e-04
    2.20747408e-03   3.72434937e-04]
 [  6.03025313e-04   6.48246586e-01   1.05959876e-02   2.76855864e-02
    1.68907369e-04   9.62387677e-03   4.74349745e-02   1.27920313e-02
    2.33264297e-01   9.58475750e-03]]
INFO:tensorflow:probabilities = [[  9.86791611e-01   1.32698474e-07   7.16590381e-04   1.97720277e-04
    5.30058742e-06   8.21465626e-03   1.30504346e-03   2.17580688e-04
    2.02534883e-03   5.25949115e-04]
 [  1.20655262e-04   9.25526738e-01   6.45742938e-03   7.13046640e-03
    2.73147575e-03   5.21017285e-03   1.35532087e-02   1.46473246e-03
    3.25552002e-02   5.24974940e-03]
 [  2.49899866e-04   9.57373679e-01   1.84235000e-03   1.79392975e-02
    4.28206375e-04   1.47075229e-03   5.29420050e-03   4.04103752e-03
    8.31158180e-03   3.04888794e-03]
 [  6.46834786e-04   2.88183570e-01   9.11162887e-03   1.90380625e-02
    1.72718801e-02   2.53584888e-02   2.10770685e-02   1.78311896e-02
    5.69608092e-01   3.18732075e-02]
 [  2.93142884e-03   3.98416847e-01   1.53267041e-01   3.75014804e-02
    2.54953690e-02   1.31423146e-01   1.09183406e-02   2.11208663e-03
    2.27514863e-01   1.04193352e-02]
 [  4.01467347e-04   9.23875272e-01   1.56780127e-02   1.46103865e-02
    2.40262342e-03   4.60118707e-03   4.91606724e-03   6.34099357e-03
    2.09400319e-02   6.23418065e-03]
 [  2.03731302e-02   5.82563553e-05   7.99364701e-04   6.48827106e-02
    1.02882134e-03   8.87888372e-01   2.00656621e-04   7.56664295e-03
    1.09877912e-02   6.21426851e-03]
 [  2.69327685e-02   1.74175293e-04   6.33032262e-01   7.08694430e-03
    3.70270945e-02   7.38568455e-02   1.83979362e-01   2.81068985e-03
    3.40556763e-02   1.04419643e-03]
 [  1.51969580e-04   9.66190398e-01   3.02593154e-03   1.06152445e-02
    4.44483332e-04   1.37303548e-03   2.36065360e-03   4.93543409e-03
    5.01052197e-03   5.89237409e-03]
 [  7.87288154e-05   8.80509257e-01   7.07789382e-04   1.30963093e-02
    1.62001548e-03   1.04367193e-02   3.04128136e-03   4.26632306e-03
    5.28245494e-02   3.34191658e-02]
 [  7.05129467e-04   1.43788313e-03   1.54141309e-02   6.68620400e-04
    1.79366139e-03   2.42295233e-03   9.75054145e-01   3.99795172e-05
    2.16589519e-03   2.97556922e-04]
 [  9.98027548e-02   1.09331355e-04   8.03963959e-01   5.19329384e-02
    9.88753818e-05   1.33576198e-03   3.21968994e-03   2.42021438e-02
    1.49508752e-02   3.83736857e-04]
 [  4.38603088e-02   8.19467977e-02   5.70637286e-01   9.37559605e-02
    1.05880958e-03   1.81824118e-02   3.89164500e-02   8.05728429e-04
    1.48292065e-01   2.54423846e-03]
 [  1.13156457e-02   4.62020544e-05   9.32650932e-04   7.21700013e-01
    2.84994876e-05   8.28275904e-02   1.53891291e-04   3.80781654e-04
    1.82042405e-01   5.72292949e-04]
 [  2.06133816e-02   9.33452451e-04   1.34155713e-02   8.42816114e-01
    7.49977585e-03   8.06484893e-02   5.57184545e-03   2.54352507e-03
    1.62588563e-02   9.69889387e-03]
 [  6.84858020e-03   1.93230668e-03   3.36434320e-03   1.34824365e-02
    2.45454144e-02   1.53624108e-02   4.60828841e-03   6.97219133e-01
    1.13348700e-02   2.21302137e-01]
 [  2.53642397e-03   3.62733938e-03   1.04769587e-03   2.51411018e-03
    5.29070973e-01   7.81657081e-03   1.47245545e-02   2.70036813e-02
    1.85669884e-02   3.93091738e-01]
 [  1.46983489e-01   1.65630132e-03   5.39325224e-03   2.62497336e-01
    2.12745648e-03   3.39644134e-01   9.61533003e-03   3.67457606e-03
    1.80941403e-01   4.74667326e-02]
 [  6.98894728e-04   9.47175086e-01   1.41203990e-02   7.99299404e-03
    5.52514161e-04   1.38321589e-03   1.32844388e-03   5.35791973e-04
    2.58903317e-02   3.22412059e-04]
 [  1.70702804e-02   1.10659644e-03   7.39723369e-02   8.92355759e-03
    2.16415394e-02   1.37849515e-02   8.34145904e-01   3.51261697e-03
    1.55330915e-02   1.03091123e-02]
 [  9.28486586e-01   1.59652096e-08   1.15086033e-04   2.50986568e-03
    2.81212510e-06   6.68810084e-02   6.67485210e-06   1.36798318e-03
    1.53522327e-04   4.76518035e-04]
 [  3.15894280e-03   2.37431712e-02   7.25707337e-02   7.61085212e-01
    6.21333857e-06   1.83440314e-03   6.63739047e-05   1.45595679e-02
    1.22496858e-01   4.78536560e-04]
 [  1.03098934e-03   9.15521264e-01   1.51504148e-02   1.59185939e-02
    2.84855091e-03   5.70370676e-03   5.26041305e-03   3.34542361e-03
    2.88109425e-02   6.40970469e-03]
 [  2.03791223e-02   4.68195736e-04   8.16500068e-01   6.89962460e-03
    1.90836992e-02   2.88788346e-03   1.30014211e-01   2.99863532e-05
    3.53943603e-03   1.97803514e-04]
 [  3.95867229e-03   3.06599028e-02   6.89267144e-02   1.45809380e-02
    3.91933471e-02   3.38978358e-02   4.15007398e-02   1.69498548e-02
    7.07458913e-01   4.28730622e-02]
 [  3.57385696e-04   4.21172274e-07   3.94393137e-04   2.41598987e-04
    9.03135777e-01   9.40983067e-04   6.86800457e-04   4.07853490e-03
    1.79591903e-03   8.83681029e-02]
 [  2.86805839e-03   8.97147000e-01   2.11908631e-02   8.37050285e-03
    2.66922405e-03   5.58666140e-03   4.57605626e-03   4.24598763e-03
    4.95357588e-02   3.80994473e-03]
 [  3.57771962e-04   6.64479192e-03   6.73492963e-04   1.07885955e-03
    2.02929378e-01   2.77390219e-02   3.73492157e-03   3.21890265e-02
    1.44099012e-01   5.80553770e-01]
 [  3.71927023e-03   5.34606806e-04   1.39722927e-02   6.00677216e-04
    3.36640365e-02   6.29891688e-03   9.32240248e-01   1.87588506e-04
    5.02095465e-03   3.76152573e-03]
 [  1.42276194e-03   2.17932844e-04   7.11910008e-03   1.14977383e-03
    8.11873496e-01   6.60440361e-04   1.02041684e-01   7.51389889e-04
    1.52268419e-02   5.95365651e-02]
 [  6.93148002e-03   1.47209549e-03   1.59608480e-02   7.49509215e-01
    4.80228424e-04   1.83184743e-01   2.98963976e-03   5.94287831e-03
    2.61662584e-02   7.36279693e-03]
 [  8.32023856e-04   9.36008275e-01   1.25220446e-02   2.53642220e-02
    4.83740936e-04   1.32562837e-03   3.86588275e-03   8.50404613e-03
    9.31603089e-03   1.77823636e-03]
 [  7.03308382e-04   1.10803172e-01   2.57961452e-01   4.44921523e-01
    8.53524834e-05   5.45626180e-03   8.97631515e-04   7.63434246e-02
    1.00449495e-01   2.37842230e-03]
 [  9.42764431e-02   3.56694982e-05   6.38546515e-03   3.52297202e-02
    2.25072424e-03   2.12755293e-01   4.97469446e-03   1.28966480e-01
    4.48190093e-01   6.69354647e-02]
 [  3.38155106e-02   3.45842983e-03   1.35683967e-03   8.44006464e-02
    6.71005342e-03   3.50461423e-01   3.50666675e-03   1.72462896e-01
    2.53174037e-01   9.06534716e-02]
 [  6.94776118e-01   6.69078690e-06   4.06091511e-02   4.39051166e-02
    1.43023150e-03   3.98266017e-02   6.88771252e-03   4.22902638e-03
    1.66386306e-01   1.94300187e-03]
 [  4.17167816e-04   3.32276104e-05   9.33181218e-06   8.21920810e-04
    1.24293081e-01   4.37035598e-03   1.12786176e-04   7.03496998e-03
    8.63489637e-04   8.62043679e-01]
 [  1.41131168e-03   1.12946764e-04   1.72014709e-03   2.69873836e-03
    8.09454441e-01   2.17513852e-02   3.36499210e-03   4.10167426e-02
    1.92793913e-03   1.16541378e-01]
 [  1.61746945e-02   2.34439317e-03   1.19621158e-02   3.32601786e-01
    7.20873009e-04   5.51141918e-01   2.56339554e-02   3.89997545e-03
    5.25146388e-02   3.00569949e-03]
 [  2.38116123e-02   3.18914317e-05   3.48322131e-02   8.23449671e-01
    5.76513776e-06   1.13341577e-01   6.58690231e-04   1.32951140e-03
    2.06781272e-03   4.71272710e-04]
 [  6.83850260e-04   4.53257039e-02   2.20148619e-02   7.80956540e-03
    1.26151845e-01   9.58133303e-03   7.30042994e-01   7.65564851e-04
    2.65981685e-02   3.10260560e-02]
 [  1.46441511e-03   1.92908570e-01   2.10381225e-02   3.38579416e-02
    4.55326820e-03   2.05817278e-02   2.20688786e-02   4.62260991e-02
    6.25123501e-01   3.21774296e-02]
 [  1.05529232e-03   5.43867610e-03   3.53678688e-02   2.65479565e-01
    2.33329386e-01   4.29939851e-02   1.79306902e-02   9.33345556e-02
    2.55149186e-01   4.99208383e-02]
 [  1.97922420e-02   7.74318585e-03   1.08740069e-02   4.65612998e-03
    3.21346074e-01   1.42364502e-01   5.70144542e-02   5.54980673e-02
    1.81544557e-01   1.99166819e-01]
 [  5.16468659e-04   7.39225652e-04   8.55599623e-03   8.20508301e-02
    8.95369914e-04   5.84774688e-02   2.07921304e-03   2.37702136e-03
    8.43134880e-01   1.17347669e-03]
 [  2.20196834e-03   9.00697470e-01   1.17206527e-02   1.11399097e-02
    2.86238967e-03   5.55651588e-03   2.12946702e-02   5.82082709e-03
    2.59984154e-02   1.27072176e-02]
 [  1.33997928e-02   6.30761981e-01   2.57964805e-02   4.68006134e-02
    2.70643812e-02   7.97884017e-02   1.61095299e-02   1.63293872e-02
    1.08327344e-01   3.56221423e-02]
 [  9.93774295e-01   1.48389049e-07   2.29957746e-03   1.15603711e-04
    1.15693538e-05   3.19128647e-03   1.38116564e-04   2.86097144e-04
    1.13539114e-04   6.97899741e-05]
 [  9.14483971e-04   9.12843552e-06   5.22177243e-06   4.23572870e-04
    4.44322219e-03   5.08062681e-03   6.05945888e-06   8.56202483e-01
    1.01150712e-02   1.22800067e-01]
 [  7.11390923e-04   1.99943278e-02   1.56214079e-02   8.98494571e-03
    7.24969268e-01   1.75672229e-02   6.96139708e-02   9.92758479e-03
    3.84269916e-02   9.41828936e-02]
 [  4.98086214e-03   1.91850500e-04   9.69739795e-01   2.64091208e-03
    2.23874304e-04   2.64726405e-04   8.79961625e-03   1.03740349e-04
    1.29653802e-02   8.92628595e-05]
 [  6.38915284e-04   9.40504909e-01   7.84782413e-03   6.98925834e-03
    5.00049302e-03   7.13807438e-03   1.11779673e-02   3.64323426e-03
    1.13359150e-02   5.72330412e-03]
 [  1.69479623e-02   8.82119712e-05   3.49603430e-03   2.57770479e-01
    6.38556331e-02   4.63221759e-01   3.16832997e-02   3.70569788e-02
    6.10171482e-02   6.48625046e-02]
 [  9.91133273e-01   5.03417610e-08   2.05826480e-03   4.11543413e-04
    2.61321984e-05   4.74009197e-03   7.23043398e-04   8.73791432e-05
    6.05258625e-04   2.15005901e-04]
 [  2.22335826e-03   5.30767065e-05   1.22634193e-03   2.59963349e-02
    1.47944512e-02   1.82169899e-02   8.05923482e-05   7.08360374e-01
    1.16371666e-03   2.27884814e-01]
 [  7.27279461e-04   9.14783868e-07   7.76973411e-06   4.76284651e-04
    5.51664596e-03   2.78961589e-03   6.07327502e-06   9.46363330e-01
    2.47340067e-04   4.38648313e-02]
 [  3.24255298e-03   1.15737865e-04   1.10352628e-01   4.69206832e-03
    1.30528975e-02   4.77833208e-03   8.49439204e-01   1.40034666e-04
    1.23600494e-02   1.82657142e-03]
 [  2.63602776e-03   9.92881041e-03   2.35818569e-02   2.23219112e-01
    1.50792748e-02   2.96479046e-01   2.14167647e-02   1.58832110e-02
    3.72595608e-01   1.91802718e-02]
 [  1.57167774e-03   9.36132848e-01   7.66679132e-03   1.75076947e-02
    4.64386190e-04   4.18679835e-03   2.20741075e-03   6.03723153e-03
    2.11853925e-02   3.03971744e-03]
 [  7.59221148e-03   3.93165828e-05   2.95621138e-02   9.41872358e-01
    4.78518836e-04   4.99324268e-03   2.42993841e-03   2.57923268e-04
    1.26010720e-02   1.73338107e-04]
 [  4.99877089e-04   9.36506152e-01   4.68560867e-03   2.62733791e-02
    2.48165149e-03   1.20798429e-03   3.00386664e-03   4.98226751e-03
    1.86181553e-02   1.74087053e-03]
 [  4.05291561e-03   1.40683760e-03   2.44426960e-03   1.06402971e-02
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    1.01126833e-02   6.61368016e-03]
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    8.55126782e-05   3.47456075e-02   3.54431395e-04   1.73916928e-02
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    8.49780103e-04   1.80069310e-06]
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    1.86673962e-02   1.41273411e-02   3.76262039e-01   1.61312707e-03
    1.46559766e-02   4.54506651e-03]
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    2.59774812e-02   1.67761162e-01   2.45895199e-02   9.88988206e-03
    4.75659221e-01   9.54915807e-02]
 [  1.06264949e-01   4.48512321e-04   2.89951026e-01   4.13980670e-02
    4.08360315e-03   1.10056713e-01   4.03339058e-01   2.99904938e-03
    3.90786566e-02   2.38032895e-03]
 [  7.61924982e-01   9.69558550e-06   1.50707718e-02   2.45869476e-02
    6.09600902e-05   1.75364807e-01   4.22026357e-03   1.99439167e-03
    1.59113351e-02   8.55815364e-04]
 [  1.94631666e-02   1.17041811e-03   7.42094517e-01   6.32472662e-03
    2.57541124e-05   1.63970087e-02   1.77140534e-01   8.99171300e-06
    3.73343416e-02   4.06048239e-05]
 [  2.51127519e-02   4.22225967e-02   4.60478663e-03   5.82284713e-03
    2.74251789e-01   2.87954986e-01   1.26599399e-02   2.53224745e-02
    1.99231058e-01   1.22816764e-01]
 [  7.02595338e-04   9.55456376e-01   2.41220114e-03   7.63076311e-03
    8.65680340e-04   2.32276740e-03   1.08518777e-02   3.08514200e-03
    1.34890396e-02   3.18347872e-03]
 [  5.28694829e-03   7.53911809e-06   9.82957006e-01   1.73133367e-03
    1.59076371e-04   5.66306553e-05   9.58406460e-03   6.58148292e-06
    1.76519650e-04   3.44465770e-05]
 [  7.44552135e-01   1.72736865e-04   1.10013678e-03   1.13540543e-02
    1.64936557e-02   1.71011686e-01   1.58745442e-02   2.46031536e-03
    2.85900347e-02   8.39073397e-03]
 [  4.34939982e-04   9.14554810e-04   8.58837564e-04   9.85795856e-01
    1.21996072e-05   7.11777993e-03   3.43527965e-04   7.63137126e-04
    3.47317266e-03   2.85946444e-04]]
INFO:tensorflow:global_step/sec: 164.049
INFO:tensorflow:loss = 0.581647, step = 2701
INFO:tensorflow:probabilities = [[  9.27731335e-01   1.77082461e-06   1.47077832e-02   5.95578644e-03
    6.27803747e-05   2.94266231e-02   2.77333613e-03   1.61192324e-02
    1.68342772e-03   1.53782312e-03]
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    3.76509249e-01   4.41821554e-04]
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    8.25060904e-02   8.82261898e-03]
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    6.10140324e-01   2.74707861e-02]
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    9.29140896e-02   1.01296613e-02]
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    6.82288855e-02   5.08468947e-04]
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    5.78082085e-01   7.81540349e-02   2.08112877e-02   4.88648145e-03
    2.38969833e-01   5.31008393e-02]
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    1.04408409e-05   2.39424975e-04   1.18802069e-03   4.56368725e-04
    8.02550837e-03   3.54277145e-05]
 [  5.20697609e-03   1.35879363e-05   9.92666781e-01   1.43649359e-03
    3.36594094e-05   2.74855556e-05   5.45519113e-04   6.22875814e-06
    5.89451702e-05   4.36323216e-06]
 [  4.13620146e-03   3.33243690e-04   2.83895899e-03   8.24394882e-01
    2.48209806e-04   1.08820960e-01   7.41459779e-04   3.63560906e-03
    4.96657901e-02   5.18466486e-03]
 [  7.55802786e-04   2.44772360e-02   2.51077407e-04   9.77693871e-03
    4.38962411e-03   3.07117384e-02   4.53400658e-04   3.85471165e-01
    4.37195413e-02   4.99993503e-01]
 [  1.79670546e-02   5.99842519e-02   7.05246953e-03   7.19628390e-03
    2.07625404e-02   2.46021628e-01   3.85475438e-03   4.31379676e-03
    5.58144867e-01   7.47022778e-02]
 [  9.69156681e-04   6.25701447e-04   3.40522826e-01   2.75272429e-01
    1.54070790e-06   1.78315509e-02   3.65715423e-05   1.24846282e-03
    3.63415956e-01   7.56897352e-05]
 [  1.77360699e-02   4.36393870e-03   5.27780131e-02   3.91955413e-02
    1.52989815e-03   1.81310102e-02   7.78889358e-01   2.38573784e-03
    7.66640827e-02   8.32636748e-03]
 [  1.37032103e-03   3.18653472e-02   1.54160969e-02   5.24424249e-03
    2.06959452e-02   1.07749766e-02   8.72272253e-01   1.16613600e-03
    3.57338265e-02   5.46088256e-03]
 [  4.37785406e-04   8.22036876e-04   9.92737710e-01   1.90645596e-03
    1.43989702e-04   1.21457371e-04   1.67292659e-03   2.07046173e-06
    2.13208143e-03   2.34920899e-05]
 [  2.88197279e-01   9.03962005e-04   5.32489181e-01   8.65376741e-03
    3.53562720e-02   8.23117048e-02   4.22516204e-02   2.17824723e-04
    6.76674489e-03   2.85158190e-03]
 [  8.94280802e-03   2.22375011e-03   4.21226490e-03   9.16208267e-01
    5.57014078e-04   1.47578791e-02   2.60284549e-04   3.63640999e-03
    2.93304455e-02   1.98708773e-02]
 [  1.29071588e-03   7.89179146e-01   1.41820842e-02   4.45354804e-02
    1.23084011e-02   8.47101677e-03   6.53744163e-03   5.46640158e-02
    3.50788757e-02   3.37528773e-02]
 [  5.50468394e-04   8.31680431e-04   7.43390003e-04   3.56234913e-03
    8.03153098e-01   9.88004822e-03   6.27264706e-03   1.22219091e-02
    7.59510975e-03   1.55189231e-01]
 [  1.88680530e-01   9.83871054e-04   1.73060759e-03   1.79713834e-02
    2.52904510e-03   6.89522266e-01   1.69919454e-03   1.09226992e-02
    2.80130412e-02   5.79472892e-02]
 [  4.14401176e-04   2.15086820e-05   7.97972549e-04   5.27625624e-03
    9.12455142e-01   6.98005781e-03   1.58986251e-03   1.09377818e-03
    5.14342566e-04   7.08565339e-02]
 [  3.20623039e-05   2.61157722e-04   4.44585690e-04   6.78829267e-04
    8.46386433e-01   4.58643446e-03   1.22472644e-02   9.49189998e-04
    2.27984157e-03   1.32134065e-01]
 [  6.85593626e-03   2.64169974e-03   3.93665570e-04   1.98460594e-02
    2.99849100e-02   6.62063286e-02   5.80150541e-03   3.01622629e-01
    9.10859928e-02   4.75561291e-01]
 [  7.15090381e-03   3.90130252e-01   4.22423333e-03   6.94018602e-02
    2.99426029e-03   3.78551573e-01   1.45999668e-02   2.59101558e-02
    8.48194808e-02   2.22172681e-02]
 [  5.78124076e-03   2.35621221e-04   4.61813848e-04   2.64924509e-03
    1.86319649e-02   2.99314205e-02   1.07699067e-04   4.56300676e-01
    9.89698619e-02   3.86930466e-01]
 [  8.43205396e-03   3.68479785e-04   1.57598443e-02   5.96346916e-04
    2.98053934e-03   5.86224459e-02   8.41593444e-01   3.61328457e-05
    6.85996562e-02   3.01105040e-03]
 [  1.38585907e-04   4.01855959e-03   9.75138783e-01   5.43981837e-03
    1.06417599e-06   1.14125514e-03   1.63827639e-03   8.53141173e-05
    1.23955533e-02   2.84171892e-06]
 [  9.25713956e-01   2.13514213e-05   2.40655392e-02   1.12070953e-02
    5.75551530e-04   8.79681483e-03   1.95553564e-02   4.48923418e-03
    1.96279539e-03   3.61244753e-03]
 [  4.97484813e-03   1.17919454e-03   2.55871098e-04   4.68179971e-01
    1.99470832e-03   1.79216534e-01   2.05950637e-04   1.47231475e-01
    6.38813600e-02   1.32880062e-01]
 [  5.92159748e-04   6.92922473e-02   2.27450624e-01   6.18399024e-01
    4.99533562e-05   3.97369079e-03   2.19409107e-04   1.00348052e-03
    7.63503388e-02   2.66914675e-03]
 [  3.71940508e-02   3.74058098e-01   9.09743905e-02   3.88837829e-02
    1.34201301e-02   4.80632670e-02   2.67787933e-01   2.20884103e-03
    1.19108789e-01   8.30076635e-03]
 [  4.06237282e-02   2.57948749e-02   9.38655064e-02   1.43369883e-02
    4.52704057e-02   5.04367128e-02   5.78512311e-01   1.59662130e-04
    1.45794213e-01   5.20564988e-03]
 [  2.96408553e-02   1.59275331e-07   2.87931362e-05   2.49177543e-03
    9.19606350e-03   4.38946672e-02   1.76178874e-05   7.76881218e-01
    1.43086340e-03   1.36417940e-01]
 [  5.06465090e-04   1.85397628e-04   9.75682735e-01   1.79013901e-03
    4.24334686e-03   7.56680616e-04   1.00857019e-02   1.47507694e-06
    5.90412226e-03   8.43866903e-04]
 [  9.86350235e-03   4.39513996e-02   8.81141424e-02   4.28045401e-03
    6.84187263e-02   8.39071907e-03   7.03210294e-01   1.69505901e-03
    6.35050982e-02   8.57065804e-03]
 [  5.17845387e-03   2.87875228e-05   2.13605643e-04   2.87298998e-03
    9.65465733e-04   4.77866130e-03   6.85616396e-05   8.75751019e-01
    4.15116549e-02   6.86307773e-02]
 [  9.79659617e-01   1.31658862e-06   3.48376553e-03   7.95354322e-03
    5.23317321e-05   5.49308164e-03   3.81557649e-04   7.06907362e-04
    9.17848607e-04   1.35012635e-03]
 [  9.77793276e-01   9.89854954e-09   8.69990690e-05   2.79535976e-04
    2.38235188e-07   2.10413039e-02   3.26991285e-05   5.30465732e-05
    6.98400487e-04   1.44328515e-05]
 [  9.28733684e-03   7.74649903e-02   1.22704329e-02   1.18044112e-02
    1.05941311e-01   4.00529802e-02   2.96926610e-02   7.11611062e-02
    2.45633081e-01   3.96691710e-01]
 [  3.10792442e-04   1.74784262e-04   9.75987971e-01   6.37706602e-03
    4.37791343e-04   1.44879683e-04   1.51690925e-02   3.90882960e-05
    1.24059978e-03   1.17917290e-04]
 [  9.97644722e-01   1.10272156e-08   1.33350855e-04   7.63188582e-05
    1.44462183e-06   1.01501064e-03   1.78660426e-04   2.75907281e-04
    5.45151182e-04   1.29368811e-04]
 [  7.98744708e-03   9.19743161e-06   1.60537136e-04   9.93788429e-03
    8.09821417e-04   9.74083245e-01   1.39170291e-03   1.21106429e-03
    3.07579734e-03   1.33336417e-03]
 [  1.44226302e-03   1.38213194e-03   1.33753638e-03   2.86636059e-03
    3.78605872e-01   1.62959564e-03   9.21887532e-03   1.07454439e-03
    1.08037563e-02   5.91638982e-01]
 [  3.80789606e-05   3.63041454e-06   1.21406492e-05   4.46165772e-03
    4.65008452e-06   9.85482009e-04   2.21642836e-07   9.85907972e-01
    4.90587205e-04   8.09551124e-03]
 [  3.71249975e-04   6.65958971e-04   1.60926254e-04   2.57917750e-03
    1.22085616e-01   3.65482294e-03   6.49930851e-04   4.47473377e-01
    2.48448290e-02   3.97514164e-01]
 [  3.50635103e-03   1.76178711e-03   3.59142054e-04   1.16294818e-02
    8.65796134e-02   5.13315834e-02   4.07879823e-04   4.15579021e-01
    1.51384827e-02   4.13706630e-01]
 [  2.00458313e-03   4.83781077e-05   6.04027836e-03   3.16448882e-03
    2.61216581e-01   1.50722535e-02   7.08415499e-03   5.58617152e-03
    2.54488867e-02   6.74334228e-01]
 [  4.96860848e-05   3.35651785e-05   4.03124839e-02   1.75530819e-04
    2.29181454e-01   1.51000015e-04   7.28061438e-01   4.88122256e-04
    7.71958206e-04   7.74810673e-04]
 [  1.17071904e-02   7.11641274e-04   1.21767391e-02   4.36889231e-02
    1.27505953e-03   1.07999347e-01   4.38560790e-04   7.51051120e-03
    7.92283416e-01   2.22086105e-02]
 [  1.87339683e-04   4.52729982e-05   1.57940108e-02   1.00476936e-04
    6.53521018e-03   2.88012263e-04   9.73152220e-01   1.05682266e-05
    2.94885016e-03   9.38088226e-04]
 [  5.32353995e-03   3.04661080e-04   2.30706707e-02   7.00409830e-01
    2.50751153e-03   1.19644374e-01   2.56323023e-03   5.57755912e-03
    1.24656610e-01   1.59421302e-02]
 [  2.63160444e-03   7.01744482e-03   5.52541427e-02   8.96391749e-01
    1.17647508e-03   1.49134211e-02   4.43314668e-03   4.34671110e-03
    1.13169970e-02   2.51820125e-03]
 [  2.92894023e-04   8.95057023e-01   1.16072912e-02   4.19047922e-02
    3.23954131e-03   6.08179765e-03   3.56465648e-03   9.11818165e-03
    1.68359932e-02   1.22979293e-02]
 [  3.24653694e-04   4.20266133e-06   3.92985894e-05   1.82778807e-03
    4.64270561e-04   5.79130230e-03   1.45072936e-05   9.79915619e-01
    3.27059621e-04   1.12912701e-02]
 [  9.97737646e-01   2.34661457e-10   1.23499281e-04   1.23923249e-03
    8.76238119e-07   7.84987933e-04   2.57600277e-05   1.74074976e-05
    4.51792657e-05   2.54182833e-05]
 [  2.52910564e-03   2.18957066e-05   5.98762184e-02   9.05451016e-04
    8.46105635e-01   3.03505105e-03   7.41912648e-02   2.46140960e-04
    1.37947453e-03   1.17097050e-02]
 [  1.94817386e-03   7.48473667e-06   1.13571400e-03   3.06992549e-02
    9.25445511e-06   9.63342905e-01   1.27441221e-04   1.04324237e-04
    2.21693330e-03   4.08464955e-04]
 [  4.10328805e-03   1.05924753e-03   5.29058397e-01   2.47715548e-01
    1.37819761e-05   8.04381445e-02   3.72469687e-04   2.86914437e-04
    1.36934906e-01   1.72520995e-05]
 [  5.70126204e-03   7.51656330e-07   7.67518708e-04   8.64340603e-01
    3.72582076e-06   1.27115220e-01   3.06269503e-05   2.01186282e-04
    1.81260391e-03   2.64474165e-05]
 [  8.62706569e-04   6.74790004e-03   2.21711934e-01   5.68638034e-02
    1.02909319e-02   1.61636677e-02   6.11070752e-01   8.89178924e-03
    6.12181611e-02   6.17831480e-03]
 [  5.30002872e-03   1.63943146e-03   1.66598102e-03   6.34957384e-03
    1.85263336e-01   3.20844017e-02   5.72363567e-03   8.58200639e-02
    9.17603448e-02   5.84393203e-01]
 [  1.44352630e-01   1.05929025e-03   2.25279797e-02   3.99793312e-03
    5.03805816e-01   7.57394135e-02   1.41251042e-01   9.42518283e-03
    5.35075739e-02   4.43329737e-02]
 [  4.85933991e-03   2.88064939e-06   1.05513469e-03   1.56249641e-03
    3.68347764e-02   6.55555259e-03   2.85352720e-03   1.07594840e-01
    3.20777223e-02   8.06603730e-01]
 [  2.65210956e-01   2.55982013e-04   2.59926431e-02   2.43383065e-01
    4.41855844e-03   9.37948301e-02   8.43251217e-03   1.45454155e-02
    2.77718574e-01   6.62475601e-02]
 [  1.43592959e-04   3.50620917e-06   1.11905312e-04   5.46658551e-03
    2.75407565e-05   9.87107217e-01   6.02117107e-05   1.16603725e-04
    6.88221911e-03   8.06537355e-05]
 [  6.60985559e-02   3.52875004e-03   3.10599152e-02   5.47639793e-03
    1.73188895e-01   1.78961858e-01   3.96371000e-02   5.68889491e-02
    2.30525136e-01   2.14634374e-01]
 [  4.72416403e-04   9.57875788e-01   5.50533785e-03   1.61021873e-02
    3.69037502e-04   2.23184680e-03   7.02132413e-04   2.64306483e-03
    1.15646925e-02   2.53348565e-03]]
INFO:tensorflow:probabilities = [[  8.91041767e-04   9.35350716e-01   1.97551418e-02   7.63624674e-03
    1.13711227e-03   2.99224560e-03   3.89881665e-03   7.61983125e-03
    1.44238891e-02   6.29500626e-03]
 [  9.77425635e-01   2.01723424e-06   2.45045265e-03   5.31449728e-03
    3.02301796e-05   9.28905886e-03   2.13910011e-03   1.60645082e-04
    2.99386401e-03   1.94472697e-04]
 [  5.01524052e-03   8.63165071e-04   8.68992507e-02   5.57673164e-02
    1.92464225e-03   8.31440464e-02   1.76968402e-03   2.02137604e-01
    5.20099163e-01   4.23799008e-02]
 [  8.08829721e-03   2.36805339e-04   8.29719566e-03   3.43908489e-01
    5.07280711e-05   3.00246149e-01   5.95007550e-05   3.03406864e-01
    3.52526158e-02   4.53338987e-04]
 [  4.33630812e-05   9.40042257e-01   4.16110689e-03   2.17428748e-02
    7.81624112e-04   2.43135821e-03   2.61404505e-03   3.72541696e-03
    6.74140221e-03   1.77165512e-02]
 [  8.76794010e-03   2.48496756e-02   6.87913150e-02   3.97971347e-02
    6.40542712e-04   1.71325204e-03   5.17258653e-04   7.01609552e-01
    1.01406522e-01   5.19068278e-02]
 [  2.32918188e-02   7.70552009e-02   8.27302039e-02   1.27582699e-01
    1.98297232e-04   8.59576650e-03   2.62810313e-03   2.07351963e-03
    6.69507027e-01   6.33728970e-03]
 [  9.17267919e-01   1.20103465e-07   1.99451530e-03   3.86566296e-03
    1.52909743e-05   6.44901469e-02   3.45400767e-03   4.77626408e-03
    3.71486042e-03   4.21222125e-04]
 [  5.13179377e-02   1.97056934e-01   1.55933136e-02   5.39348945e-02
    4.39611817e-04   2.32244432e-02   3.56266485e-03   2.89778551e-03
    6.44498527e-01   7.47395726e-03]
 [  7.03079104e-02   2.43880248e-04   3.61903105e-03   1.23950578e-02
    3.50297173e-03   5.28891861e-01   1.04754075e-01   4.09463479e-04
    2.71104306e-01   4.77159815e-03]
 [  1.63265620e-03   1.80482875e-05   7.33124791e-04   2.08823112e-04
    9.45568681e-02   2.41586845e-03   6.83951483e-04   8.94033443e-03
    1.12442859e-02   8.79566073e-01]
 [  1.49205589e-04   7.85931320e-07   3.91844136e-04   2.26095915e-04
    9.38233078e-01   1.12185546e-03   3.79558245e-04   8.32173449e-04
    1.12650520e-03   5.75389192e-02]
 [  5.14243126e-01   2.81168846e-03   1.91686396e-02   1.17052067e-02
    4.87365350e-02   2.35679731e-01   8.86546597e-02   1.96614899e-02
    1.72692388e-02   4.20697518e-02]
 [  1.57760328e-03   1.61692224e-04   5.94678819e-02   3.69076908e-01
    2.39015208e-03   1.39253438e-01   1.77301671e-02   2.34470665e-01
    1.37703061e-01   3.81685570e-02]
 [  1.68290325e-02   2.11666226e-02   1.43733583e-02   4.13189143e-01
    1.94768589e-02   3.44912827e-01   1.78421028e-02   4.90983166e-02
    4.63370830e-02   5.67746945e-02]
 [  5.24035189e-04   9.23418939e-01   5.70690958e-03   8.09362996e-03
    1.03786204e-03   3.11144115e-03   1.94616951e-02   2.99828942e-03
    3.31260972e-02   2.52129394e-03]
 [  1.01507865e-01   1.69182327e-04   7.29846209e-03   6.14210427e-01
    1.16767874e-03   1.01299852e-01   1.31276005e-03   2.40383763e-03
    1.56090930e-01   1.45389447e-02]
 [  2.62748450e-04   9.03978705e-01   6.20521465e-03   2.55314987e-02
    6.50857156e-03   5.07265329e-03   3.63292219e-03   1.59875862e-02
    2.20968071e-02   1.07234297e-02]
 [  6.86479313e-03   5.27841097e-04   5.72004402e-03   7.95532539e-02
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    3.96415219e-03   2.80378629e-02   2.23607849e-03   6.62293509e-02
    1.61594525e-02   1.89768955e-01]
 [  2.32355273e-03   3.03706893e-05   2.33263912e-04   2.56800349e-03
    6.73632044e-03   3.50836641e-03   5.83763540e-05   9.01540101e-01
    1.53748621e-03   8.14641342e-02]]
INFO:tensorflow:global_step/sec: 154.003
INFO:tensorflow:loss = 0.457586, step = 2801
INFO:tensorflow:probabilities = [[  3.07821028e-04   7.54551068e-02   6.48831250e-03   3.48782033e-01
    1.11884210e-05   5.63401030e-03   4.77734029e-05   4.42445464e-03
    5.57759106e-01   1.09024998e-03]
 [  1.68114505e-03   2.89405510e-03   5.22625458e-04   2.35991366e-02
    2.84771994e-02   7.87925720e-03   4.81317332e-03   1.04787104e-01
    2.06109866e-01   6.19236410e-01]
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    2.16552615e-03   1.26745049e-02   6.83672056e-02   2.89962012e-02
    3.06093544e-01   3.07275332e-03]
 [  1.25513616e-04   1.65639649e-05   1.21089676e-02   5.92669519e-03
    6.81802750e-01   3.12185800e-03   8.71437043e-03   6.51571527e-02
    4.77284333e-03   2.18253240e-01]
 [  4.58003138e-04   9.61723030e-01   5.87573322e-03   7.39508215e-03
    4.56867798e-04   1.78039609e-03   1.55298680e-03   3.05860746e-03
    1.26656117e-02   5.03362389e-03]
 [  1.88426152e-01   1.15197028e-04   1.29096815e-02   3.07215363e-01
    3.12940974e-04   4.20700103e-01   1.50882790e-03   6.39291480e-03
    6.05311170e-02   1.88774359e-03]
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    2.03028414e-03   9.45087373e-01   6.21057488e-03   1.57646122e-04
    1.48401847e-02   2.17851438e-03]
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    1.49350137e-01   3.68791656e-03   6.37140777e-03   3.98129821e-02
    1.04578948e-02   7.80631185e-01]
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    5.43275028e-02   3.57260145e-02]
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    5.92174768e-01   7.24333450e-02]
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    1.51222363e-01   2.59204023e-02]
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    4.42510983e-03   7.86309242e-01]
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    2.29236670e-03   9.11350310e-01]
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    9.49066784e-03   9.72151570e-03]
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    1.18164355e-02   2.58348067e-04]
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    3.32268246e-04   2.05740221e-02]
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    5.16610183e-02   2.70739108e-01   6.10806383e-02   2.06834394e-02
    4.92559820e-01   1.20148174e-02]
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    8.97397041e-01   1.47366980e-02   1.44048943e-04   7.77337048e-03
    1.52167620e-03   7.72878900e-02]
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    2.32247962e-03   7.44283020e-01   5.82729355e-02   2.47351173e-02
    1.64018720e-02   3.33850761e-03]
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    7.65329553e-03   8.31541256e-04]
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    8.59098788e-03   2.15659209e-04]
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    3.33320582e-03   1.41480938e-01]
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    3.38289910e-03   8.11576436e-04   9.88324046e-01   6.51037772e-06
    2.42631277e-03   6.97633775e-04]
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    2.41484389e-01   4.17689560e-03]
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    6.58897741e-04   9.44407806e-02]
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    3.44845533e-01   2.75302082e-02   2.69003630e-01   3.73196490e-02
    1.22984320e-01   1.66585967e-01]
 [  9.63143289e-01   6.06146443e-07   3.27033602e-04   6.96555129e-04
    1.14175828e-05   3.52994762e-02   1.52364708e-04   8.85791178e-06
    1.72148735e-04   1.88420046e-04]
 [  1.23666017e-03   1.97668598e-07   4.31314250e-03   2.95970112e-05
    2.46728814e-05   9.61366968e-05   9.93409276e-01   3.72598407e-07
    8.62219254e-04   2.77509444e-05]
 [  1.74643224e-04   4.55101399e-04   5.02360752e-04   1.71057731e-02
    6.01637177e-02   3.33470339e-03   1.25945284e-04   5.90540208e-02
    1.29656596e-02   8.46118152e-01]
 [  2.33708117e-02   7.45422803e-05   4.06646468e-02   2.82869762e-04
    1.03047602e-02   1.40017876e-03   9.18868601e-01   6.49103778e-04
    1.57463120e-03   2.80991057e-03]
 [  7.08006963e-04   1.08280294e-02   4.96747345e-03   8.58427258e-04
    3.13556604e-02   7.48242810e-03   9.18208301e-01   6.83742866e-04
    2.18767840e-02   3.03100748e-03]
 [  2.70252815e-03   8.45339498e-04   1.25707229e-04   1.15550049e-02
    2.29921807e-02   1.79450102e-02   3.17966798e-04   8.11452031e-01
    7.27986358e-03   1.24784328e-01]
 [  5.06000011e-04   1.93227883e-04   1.69948617e-04   3.17966752e-02
    1.52735412e-03   6.06882805e-03   7.05383063e-05   9.07678127e-01
    3.48453806e-03   4.85047027e-02]
 [  2.73092563e-04   1.06945983e-03   3.64680891e-03   8.27833638e-02
    3.32521717e-03   3.58315073e-02   1.38047605e-03   6.65733814e-02
    7.57181585e-01   4.79351431e-02]
 [  4.85682162e-03   1.97454123e-03   2.77158450e-02   8.18954594e-03
    1.82239828e-03   1.80360898e-02   8.56718957e-01   4.05900151e-04
    7.80181512e-02   2.26185098e-03]
 [  8.60965159e-03   4.79536451e-04   9.72658336e-01   8.51008808e-04
    2.51483143e-04   7.58549431e-04   8.71595088e-03   6.07141737e-05
    7.43799377e-03   1.76838410e-04]
 [  9.86380255e-05   6.91313744e-06   4.73062428e-05   2.90024746e-02
    3.33472788e-02   2.40061036e-03   1.05216704e-05   1.34219915e-01
    2.14568805e-03   7.98720598e-01]
 [  8.40139764e-05   1.66110949e-05   1.26995137e-05   1.26426647e-04
    3.50229830e-01   4.18293849e-02   2.39100526e-04   4.81491685e-02
    1.75079480e-02   5.41804910e-01]
 [  5.30220350e-05   1.03917043e-03   9.87881184e-01   1.58003322e-03
    3.52351373e-04   1.13133625e-04   6.07542787e-03   2.70884175e-05
    2.84567568e-03   3.28256647e-05]
 [  2.29971818e-04   2.71791266e-03   9.68194127e-01   1.05045969e-03
    2.50287610e-03   1.26540195e-04   2.20550951e-02   8.74746256e-05
    2.66418583e-03   3.71547940e-04]
 [  5.24525484e-03   1.98834874e-02   9.49977897e-03   7.80905634e-02
    7.91183040e-02   1.89649716e-01   3.28584090e-02   4.39565070e-02
    2.52693564e-01   2.89004385e-01]
 [  2.06763769e-04   3.03115417e-06   1.34571157e-02   3.06056812e-04
    9.41673279e-01   6.15030585e-04   1.66678545e-03   5.42577542e-03
    1.14283909e-03   3.55032384e-02]
 [  6.70001726e-04   4.51206461e-06   8.23644368e-05   5.15887700e-03
    1.63101941e-01   4.61420463e-03   1.30064378e-03   8.74697939e-02
    5.44725452e-03   7.32150376e-01]
 [  1.84307501e-04   2.37891698e-04   8.46516486e-05   1.22911984e-03
    1.35603860e-01   4.65776287e-02   3.12837830e-04   4.49900553e-02
    2.58294865e-03   7.68196702e-01]
 [  1.81714874e-02   1.17864896e-04   5.66823815e-04   1.48197787e-03
    1.07286463e-03   8.14298928e-01   4.37518000e-04   2.00903974e-03
    1.48630872e-01   1.32126883e-02]
 [  4.10086755e-03   3.23575386e-03   3.46971123e-04   9.48297605e-03
    3.37296136e-04   8.85387957e-01   3.53826996e-04   8.11368320e-03
    8.62985626e-02   2.34216684e-03]
 [  7.99386544e-06   1.37451971e-05   9.98328030e-01   9.07010515e-04
    2.45021685e-04   2.42383212e-05   2.37229397e-04   1.48083620e-06
    2.03805947e-04   3.14283461e-05]
 [  1.80218776e-04   1.09256618e-02   3.00100036e-02   2.06840057e-02
    5.62095549e-03   1.35258073e-03   3.84881045e-04   5.88726819e-01
    2.23222062e-01   1.18892878e-01]
 [  1.89113512e-03   8.82764101e-01   3.38778906e-02   8.79344624e-03
    3.78156360e-03   9.04790312e-03   3.02796401e-02   4.95344913e-03
    1.75132081e-02   7.09773228e-03]]
INFO:tensorflow:probabilities = [[  8.95942561e-03   6.85614359e-05   5.88742718e-02   6.70591090e-03
    3.40643409e-03   3.70421261e-03   5.31307042e-01   1.08166561e-04
    3.86323005e-01   5.42842201e-04]
 [  9.52933508e-04   6.34579122e-01   2.61880420e-02   2.71899812e-02
    2.02314910e-02   1.12164067e-02   2.20564336e-01   1.18634314e-03
    3.68096866e-02   2.10817587e-02]
 [  1.27548956e-05   9.60177302e-01   1.00906077e-03   1.15668364e-02
    1.24598620e-04   3.86001979e-04   2.01284900e-04   8.25255830e-03
    1.42756123e-02   3.99397220e-03]
 [  6.88486543e-05   8.05705669e-04   9.60610032e-01   1.67136069e-03
    1.16926236e-02   4.34808113e-04   2.17498336e-02   4.51989399e-06
    2.75485101e-03   2.07531310e-04]
 [  4.99332231e-03   1.32595710e-02   3.88799887e-03   7.84236472e-03
    3.96962315e-01   1.04919979e-02   8.93420912e-03   4.85384986e-02
    6.39747977e-02   4.41114992e-01]
 [  1.44234073e-04   2.47085642e-04   3.36907215e-05   2.96967424e-04
    1.22736834e-01   4.02161740e-02   7.86781951e-04   2.17492487e-02
    1.30224628e-02   8.00766468e-01]
 [  3.20076905e-02   1.82060874e-04   1.45383843e-03   2.57179677e-01
    2.78696092e-03   1.13799043e-01   2.21244153e-03   3.07581037e-01
    1.01844378e-01   1.80952787e-01]
 [  3.44305619e-04   9.17642756e-05   5.63245558e-05   2.79710488e-03
    8.74259546e-02   5.10777812e-03   4.82040428e-04   3.85750622e-01
    3.37213688e-02   4.84222800e-01]
 [  8.65299880e-05   2.73327678e-05   2.58550881e-06   5.61879948e-04
    5.17118373e-04   2.71421066e-03   4.79928030e-06   9.38395023e-01
    7.65461475e-04   5.69249168e-02]
 [  3.63685613e-05   1.02787642e-04   2.05574770e-06   1.26736995e-03
    3.03447188e-04   2.19404860e-03   2.23261713e-06   9.84388232e-01
    2.46359210e-04   1.14571890e-02]
 [  2.01164912e-02   1.37699419e-04   5.76123521e-02   2.20383275e-02
    4.01934028e-01   5.44208102e-03   4.48448181e-01   1.18318871e-02
    2.18853708e-02   1.05536170e-02]
 [  1.38041301e-04   6.46950502e-06   7.71105260e-06   1.11521664e-03
    2.85931274e-05   1.72940432e-03   3.02092758e-06   9.45473552e-01
    1.17527898e-02   3.97451892e-02]
 [  4.74757631e-04   2.04458163e-04   4.27114964e-02   5.12776140e-04
    4.66103479e-03   2.12525832e-03   9.40487444e-01   1.12675647e-04
    8.84277804e-04   7.82587379e-03]
 [  3.76421143e-03   1.86280042e-04   1.26944692e-03   9.48833108e-01
    7.54107873e-07   3.95520218e-02   6.40320877e-06   3.84418119e-04
    4.65902034e-03   1.34425634e-03]
 [  3.83710042e-02   1.71253104e-02   5.67024089e-02   3.40228826e-02
    4.46854644e-02   4.97252434e-01   1.13670833e-01   7.45277386e-03
    8.25896114e-02   1.08127259e-01]
 [  2.73431651e-03   4.59562689e-02   1.28722578e-01   6.15524709e-01
    4.37392620e-04   1.12228813e-02   2.13084277e-03   9.43913823e-04
    1.90573305e-01   1.75379415e-03]
 [  9.99654174e-01   1.11596314e-11   2.08774203e-04   4.91649880e-05
    5.43788570e-09   4.32072557e-05   7.70325300e-07   4.87391117e-06
    3.53768082e-05   3.60619424e-06]
 [  2.07084969e-01   1.28687604e-03   1.50322452e-01   4.44840528e-02
    4.61109914e-02   1.41648337e-01   9.28904396e-03   1.81001559e-01
    1.93538964e-01   2.52326950e-02]
 [  4.72706219e-04   2.08968835e-04   7.99777508e-01   1.58052593e-02
    3.09889838e-02   7.13075569e-04   1.48820534e-01   9.79832112e-05
    3.01147136e-03   1.03625302e-04]
 [  4.81542265e-05   6.36864161e-06   5.51490821e-02   1.92209540e-04
    7.88744292e-05   3.77110846e-04   9.43685770e-01   5.39672101e-07
    4.54834546e-04   6.96564121e-06]
 [  3.61851931e-01   8.50944634e-05   4.97774482e-02   6.51798174e-02
    1.55354233e-03   1.05699912e-01   5.93652576e-02   6.14758488e-03
    3.37835640e-01   1.25038186e-02]
 [  1.53767830e-03   1.42448526e-02   2.45149061e-03   2.68235477e-03
    5.31180739e-01   9.50116571e-03   2.37056874e-02   2.19860207e-02
    6.09566197e-02   3.31753463e-01]
 [  9.81895719e-03   1.60477266e-01   2.76426822e-01   6.64132014e-02
    3.41795618e-03   3.90585363e-02   4.88266163e-02   2.88751841e-01
    6.10235222e-02   4.57853414e-02]
 [  7.45407259e-03   9.38911550e-03   4.27462114e-03   9.07788038e-01
    1.46150414e-04   4.21389416e-02   1.29468937e-03   2.37151235e-03
    2.38077939e-02   1.33497792e-03]
 [  6.60343503e-05   2.69649434e-03   5.30240010e-04   3.07860062e-03
    3.69035918e-03   1.47143215e-01   5.70859527e-04   1.03582516e-02
    8.14006865e-01   1.78591162e-02]
 [  1.38238305e-03   9.06980395e-01   6.87912432e-03   2.58888658e-02
    3.54861026e-03   4.47977800e-03   5.31367166e-03   1.89529005e-02
    1.38503825e-02   1.27238026e-02]
 [  4.79210314e-04   1.36751728e-02   5.75856958e-03   9.51366365e-01
    5.93935692e-06   3.51399300e-03   2.85848021e-03   9.65566898e-04
    2.08774358e-02   4.99442685e-04]
 [  9.79562283e-01   1.12326887e-07   7.67283418e-05   9.01276339e-03
    6.13103339e-06   1.05532594e-02   1.00493817e-04   1.81842406e-04
    4.75027511e-04   3.13278324e-05]
 [  9.07487929e-01   1.61266635e-05   1.65168289e-03   1.45058203e-02
    2.30535534e-06   6.52030706e-02   2.45257135e-04   2.24146599e-04
    9.17608570e-03   1.48759806e-03]
 [  4.27554585e-02   7.39314919e-03   7.16197342e-02   3.34111080e-02
    2.29360405e-02   1.39859274e-01   1.12585701e-01   4.82065167e-04
    5.49956679e-01   1.90007649e-02]
 [  2.25969692e-04   1.26875855e-03   5.14557287e-05   3.13646044e-03
    2.04749703e-01   2.00041812e-02   5.94198820e-04   4.37789150e-02
    1.95741095e-02   7.06616223e-01]
 [  4.94127944e-02   4.89619933e-02   3.09526306e-02   2.22403277e-02
    2.43083850e-01   1.11442566e-01   1.73124999e-01   1.75068323e-02
    2.71094143e-01   3.21797654e-02]
 [  3.42842308e-04   1.68898132e-05   1.95146992e-03   1.10537733e-03
    5.45253940e-02   1.68358209e-03   1.96949975e-03   6.99759601e-03
    1.30920457e-02   9.18315291e-01]
 [  1.45123526e-02   7.04407285e-05   9.56945717e-01   2.41494435e-03
    1.11889001e-03   1.38710262e-02   8.18901975e-03   2.64669041e-04
    1.96608552e-03   6.46914472e-04]
 [  3.36837838e-03   3.63005936e-04   3.38833593e-03   1.16301235e-03
    7.54438162e-01   1.41405184e-02   1.02284933e-02   2.66248416e-02
    1.42592788e-02   1.72025904e-01]
 [  6.95127179e-04   1.61294022e-03   4.14551498e-04   6.33515045e-03
    4.44181293e-01   2.19683051e-02   1.92803657e-03   2.02524923e-02
    5.46711423e-02   4.47940946e-01]
 [  1.54475187e-04   9.62142289e-01   4.35383152e-03   1.47304367e-02
    7.76132569e-04   1.50170084e-03   2.23338767e-03   2.93440255e-03
    7.44894613e-03   3.72425141e-03]
 [  7.73059249e-01   3.50672060e-08   8.83567045e-05   1.53488095e-03
    1.72863724e-06   2.24197850e-01   8.48198470e-05   4.38082898e-05
    9.51142109e-04   3.82473481e-05]
 [  5.11758914e-03   2.41185632e-03   7.97173847e-03   4.18140769e-01
    3.39812192e-04   4.01047841e-02   1.29432662e-03   3.23981373e-03
    5.14673591e-01   6.70567900e-03]
 [  4.97468328e-03   2.24844523e-04   4.43208963e-03   6.56767637e-02
    6.52650045e-03   1.40080005e-01   1.72928534e-02   1.06675026e-03
    7.34259367e-01   2.54661571e-02]
 [  1.08655622e-04   1.45422237e-04   2.04463377e-05   7.21766613e-04
    1.75083473e-01   6.77202409e-03   1.78649949e-04   9.44974832e-03
    8.49519577e-03   7.99024642e-01]
 [  9.81661975e-01   3.22336376e-07   3.33558943e-04   1.84688979e-04
    8.27299482e-06   1.75446663e-02   8.13896913e-05   1.32443611e-05
    7.27050428e-05   9.90779226e-05]
 [  3.87023352e-02   2.42195078e-04   1.50529505e-03   1.67210013e-01
    4.33408364e-04   7.62163937e-01   3.65201244e-03   1.71818794e-03
    2.30676699e-02   1.30492507e-03]
 [  1.12810498e-03   7.35553861e-01   1.00784814e-02   5.82161546e-02
    1.63938629e-03   1.47217810e-02   1.12159625e-02   1.60625260e-02
    1.32930219e-01   1.84535179e-02]
 [  4.01387876e-03   1.15112728e-03   9.08812566e-04   3.48757789e-03
    1.90367877e-01   8.66353605e-03   6.26212917e-04   3.58281955e-02
    1.50147034e-02   7.39938021e-01]
 [  1.63027167e-01   6.01402717e-04   3.12642395e-01   1.10279731e-02
    3.80056538e-02   6.09203279e-02   2.11988494e-01   8.45013410e-02
    8.68014693e-02   3.04837767e-02]
 [  4.76635307e-01   8.61310051e-04   9.21317786e-02   2.12562783e-03
    6.10238053e-02   9.17345732e-02   2.62718230e-01   1.16630073e-03
    7.06604589e-03   4.53703385e-03]
 [  5.15703065e-03   6.96194138e-06   1.08242120e-05   6.95656228e-04
    1.63735431e-02   1.45780277e-02   3.24041612e-05   3.80408496e-01
    2.19422253e-03   5.80542922e-01]
 [  6.30204304e-05   9.86000597e-01   4.76782117e-03   1.39129930e-03
    4.94934269e-04   4.28388332e-04   2.61339766e-04   3.29306524e-04
    5.80901839e-03   4.54337307e-04]
 [  6.19079871e-03   6.82928367e-03   6.82120258e-03   8.16132277e-02
    3.06288302e-01   7.53015131e-02   1.22620687e-02   1.18164562e-01
    8.15428942e-02   3.04986179e-01]
 [  1.74473331e-04   2.12149345e-04   1.83180891e-04   1.18020012e-04
    8.44871998e-01   2.43301410e-02   1.93401091e-02   3.02313943e-03
    9.00171883e-03   9.87451673e-02]
 [  1.30156448e-04   5.10895916e-06   5.04765694e-06   8.52924131e-04
    2.49315017e-05   6.22706779e-04   4.57701105e-07   9.63008702e-01
    3.24134319e-03   3.21086608e-02]
 [  7.72679108e-04   2.07697794e-05   4.47861850e-03   2.19628494e-03
    8.80960941e-01   2.44723968e-02   7.90599268e-03   2.25319955e-02
    1.10472273e-02   4.56131250e-02]
 [  8.92382697e-04   4.68782455e-01   9.92989400e-04   2.47062966e-02
    8.07169229e-02   1.15628064e-01   3.66755831e-03   2.31490266e-02
    9.95180234e-02   1.81946233e-01]
 [  7.09253736e-03   1.08849653e-03   3.20725851e-02   3.06484759e-01
    2.81552766e-02   4.38662916e-01   8.31466690e-02   9.15900525e-03
    8.65482539e-02   7.58956326e-03]
 [  3.61878978e-04   8.05439195e-04   5.71864039e-05   7.85189867e-03
    2.81608775e-02   1.00397104e-02   1.48489620e-04   1.73406139e-01
    1.81223657e-02   7.61045992e-01]
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    6.57295048e-01   1.60687372e-01]
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    1.25652109e-03   1.94108207e-03   9.19898594e-05   9.30960536e-01
    5.45786973e-03   5.19606359e-02]
 [  1.39608909e-03   4.38031740e-03   4.28202599e-01   4.25570607e-01
    3.05213434e-05   5.30630443e-03   1.15678333e-04   3.47096063e-02
    9.95097011e-02   7.78648420e-04]
 [  5.87307208e-04   1.74305793e-02   6.91473037e-02   2.73199268e-02
    1.35015493e-04   4.78828559e-03   1.38105103e-03   1.59456879e-02
    8.61449003e-01   1.81578170e-03]
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    2.45742630e-02   4.84815752e-03]
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    4.91825432e-01   1.06624293e-03]
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    1.25067711e-01   5.13550490e-02   4.67896640e-01   9.08431690e-03
    1.64690480e-01   2.25526579e-02]
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    1.25254821e-02   1.81875631e-01   2.50032216e-01   2.02937459e-04
    4.56935197e-01   1.58594400e-02]
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    1.44929229e-03   2.62578148e-02]
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    5.41753741e-03   3.46088596e-03   9.33072865e-01   1.33022215e-04
    4.02133986e-02   7.61657837e-04]
 [  1.23844820e-03   2.30735272e-01   5.51015185e-03   1.66079849e-02
    1.99102074e-01   5.37304617e-02   7.49898925e-02   1.27475085e-02
    2.41850555e-01   1.63487628e-01]
 [  4.77191788e-04   5.57031626e-06   6.47174835e-04   9.33419331e-04
    5.03646970e-01   3.27614765e-03   1.58128154e-04   6.82790857e-03
    2.48249481e-03   4.81544912e-01]
 [  7.67527148e-03   1.63147859e-02   5.08436203e-01   1.22826686e-02
    2.52157124e-03   7.86096230e-03   3.24525446e-01   2.10661069e-03
    1.12255856e-01   6.02053618e-03]
 [  3.13989865e-03   3.30085084e-02   2.43115029e-03   2.60172365e-03
    2.38641903e-01   1.03605010e-01   6.19833916e-03   2.20266990e-02
    5.15655935e-01   7.26908669e-02]
 [  4.15955699e-04   6.67078793e-02   3.78068984e-02   2.02066102e-03
    3.87025485e-03   2.02765083e-03   8.42132092e-01   3.25319816e-05
    4.43863161e-02   5.99816500e-04]
 [  8.47558975e-01   7.94997561e-07   2.80850055e-03   6.32034382e-04
    5.52982747e-05   1.44954532e-01   3.68418125e-03   1.29554683e-04
    1.07366301e-04   6.87874708e-05]
 [  9.96079266e-01   2.91034463e-09   7.89986734e-05   1.89281545e-05
    3.00339622e-07   3.27391387e-03   5.64963120e-05   7.13827612e-05
    4.20179247e-04   5.06173308e-07]
 [  5.96616983e-01   3.01969354e-04   4.06409893e-03   1.02308905e-02
    5.62325157e-02   2.23567605e-01   2.13359930e-02   1.36808073e-02
    6.18935786e-02   1.20756449e-02]
 [  5.01728093e-04   2.81101791e-07   3.61695493e-05   1.78572210e-03
    3.04276645e-01   3.75582441e-03   2.19462047e-04   1.76416725e-01
    1.22556547e-02   5.00751793e-01]]
INFO:tensorflow:global_step/sec: 158.8
INFO:tensorflow:loss = 0.535861, step = 2901
INFO:tensorflow:probabilities = [[  1.93140440e-05   2.19276935e-05   2.23171362e-03   9.85535502e-01
    1.31284014e-06   1.67859602e-03   9.48002423e-07   7.02889753e-04
    9.74411331e-03   6.36821205e-05]
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    1.42020681e-05   2.70920005e-02   3.56089993e-04   1.73609853e-02
    8.82734835e-01   1.68836061e-02]
 [  1.00236379e-01   1.36806266e-05   6.81435615e-02   9.12737474e-03
    1.52698718e-03   5.51364804e-03   8.07130575e-01   1.10823385e-04
    7.18765287e-03   1.00933888e-03]
 [  5.44557627e-03   3.56808247e-04   5.88867776e-02   1.20666507e-03
    2.77078189e-02   4.01185453e-03   8.72471392e-01   1.48110150e-03
    2.07056906e-02   7.72643229e-03]
 [  4.42883262e-04   9.48343337e-01   3.51222977e-03   2.20161416e-02
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    1.06246127e-02   4.86420281e-03]
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    3.90819565e-07   1.02649303e-03   2.72866630e-04   2.68783310e-06
    1.23919272e-05   3.09454163e-06]
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    8.03657621e-02   7.25613758e-02]
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    1.81909949e-02   8.94350231e-01]
 [  9.36344147e-01   3.91050946e-07   3.25476704e-03   3.77499644e-04
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    9.76326168e-01   3.48035624e-04]
 [  3.51215489e-02   1.03971775e-04   4.07667365e-03   7.61196375e-01
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    2.10135039e-02   1.53391892e-02]
 [  3.18365172e-03   3.04511283e-04   9.66815650e-02   2.21233070e-03
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    8.74793623e-03   1.81568488e-02]
 [  1.81238313e-04   1.26436679e-03   3.78948124e-03   9.76041794e-01
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    9.73403640e-03   2.76570063e-04]
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    9.47639998e-03   1.23597798e-04]
 [  3.10941192e-04   9.54948664e-01   2.08125613e-03   1.28740156e-02
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    7.09651085e-03   1.12121962e-02]
 [  5.48755284e-04   2.61001382e-03   1.61453732e-03   3.17863226e-02
    3.24663051e-05   5.04587195e-04   1.70470266e-05   9.41880286e-01
    5.34396991e-03   1.56618990e-02]
 [  1.17649892e-04   6.85324508e-08   2.21058968e-02   8.35264873e-05
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    3.22663668e-03   2.50100915e-04]
 [  2.86545698e-03   1.58512257e-02   3.18948142e-02   1.57553867e-01
    2.63400911e-03   1.46125004e-01   2.50927389e-01   5.05501113e-04
    3.76970619e-01   1.46719925e-02]
 [  1.07447326e-03   8.76032174e-01   9.10743885e-03   1.94679275e-02
    1.72233686e-03   5.60821500e-03   1.84646398e-02   4.75014141e-03
    5.97274713e-02   4.04501986e-03]
 [  1.68058187e-01   1.15269155e-03   6.51095033e-01   1.03650121e-02
    3.75217455e-03   2.78843120e-02   9.03949812e-02   2.05008336e-03
    4.00506295e-02   5.19696344e-03]
 [  8.98693725e-02   3.72924231e-04   8.02420855e-01   9.69409011e-03
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    4.72348416e-03   1.52983312e-02]
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    2.22026574e-04   1.03713023e-02   1.38015967e-04   2.30900059e-03
    5.13141602e-03   6.71967107e-04]
 [  4.92257718e-03   3.66300112e-04   9.35645163e-01   1.83955468e-02
    2.91087395e-06   7.47482351e-04   1.41711882e-03   3.27018031e-04
    3.81441042e-02   3.17921877e-05]
 [  4.17744331e-02   7.52996584e-07   2.20412202e-03   8.04871146e-04
    2.93041348e-01   5.64772310e-03   1.20060993e-02   4.11971174e-02
    9.50511843e-02   5.08272350e-01]
 [  1.72784686e-01   1.25268127e-06   2.53842067e-04   1.42611028e-03
    6.85269609e-02   6.13132305e-02   1.60808195e-04   2.46914059e-01
    1.49301009e-03   4.47126120e-01]
 [  2.54240874e-02   8.26992735e-04   8.72895028e-03   5.37250400e-01
    1.12364956e-04   4.08991873e-01   2.50688900e-04   1.12246559e-03
    1.51687348e-02   2.12354050e-03]
 [  2.14860006e-03   1.15969991e-02   9.32103276e-01   2.11168453e-03
    1.48525822e-03   1.97127432e-04   2.79637370e-02   1.50969528e-04
    2.16604471e-02   5.81751461e-04]
 [  7.02893245e-04   4.71272779e-06   1.90633198e-03   6.92152344e-06
    4.69368853e-04   1.40816162e-04   9.96469975e-01   7.94551227e-07
    2.12536237e-04   8.55881299e-05]
 [  1.63025036e-03   5.54224476e-04   3.64098474e-02   5.98111115e-02
    6.64597377e-04   1.88783318e-01   4.80706891e-04   3.78178869e-04
    7.09424317e-01   1.86339649e-03]
 [  9.72913811e-04   3.52704129e-03   5.62883331e-04   5.41798945e-04
    1.29222140e-01   3.78925703e-03   4.33552638e-03   7.25093633e-02
    2.24220175e-02   7.62117088e-01]
 [  8.54372084e-02   1.47634142e-04   2.61061988e-03   8.31156000e-02
    8.94011100e-05   1.19362278e-02   1.46672552e-04   7.94145167e-01
    1.46267619e-02   7.74476584e-03]
 [  4.75007400e-04   8.34708044e-05   3.87743872e-04   1.03696451e-01
    2.45182637e-05   9.84485028e-04   1.69970281e-05   8.76590490e-01
    8.56363028e-03   9.17731598e-03]
 [  2.30202986e-05   8.08721088e-05   1.49078958e-03   9.97088134e-01
    4.70550560e-07   2.79794971e-04   1.01111191e-05   1.21756122e-04
    8.93589167e-04   1.15062148e-05]
 [  2.01694726e-04   1.88725889e-02   5.33701200e-03   9.86602739e-04
    6.06800616e-01   2.33392026e-02   2.13795248e-02   3.30802076e-03
    3.04178894e-01   1.55957844e-02]
 [  1.93493161e-03   2.11109325e-01   1.50019135e-02   5.18186577e-03
    2.37288582e-03   9.29808095e-02   1.37786788e-03   1.16865048e-02
    6.48919761e-01   9.43408906e-03]
 [  5.22070077e-05   2.86437012e-06   7.36540551e-06   2.08033714e-04
    1.37403913e-05   1.88823484e-04   6.75461038e-08   9.90607381e-01
    4.12529305e-04   8.50705151e-03]
 [  6.11553993e-03   1.52932756e-04   1.14975451e-03   8.98499333e-04
    1.83721185e-01   1.73740461e-02   2.44471990e-03   9.18451510e-03
    3.78462449e-02   7.41112590e-01]
 [  1.54934975e-03   2.70388729e-04   9.68540967e-01   2.02168785e-02
    1.69066709e-06   6.22453590e-05   1.33935525e-03   8.67837934e-06
    8.00666120e-03   3.80480674e-06]
 [  9.89556134e-01   5.45296892e-08   5.88969328e-04   5.67909144e-03
    4.24887912e-06   1.70378503e-03   7.80975563e-04   3.13326345e-05
    1.45857956e-03   1.96853580e-04]
 [  3.62120976e-04   9.49723899e-01   1.62093155e-02   6.42179698e-03
    2.31578451e-04   5.56338986e-04   7.99760630e-04   3.43516725e-03
    1.70115493e-02   5.24846325e-03]
 [  2.61007663e-04   7.53736496e-01   1.88694913e-02   7.13723376e-02
    2.47704377e-03   1.37045933e-02   1.28995664e-02   2.29254202e-03
    1.08089998e-01   1.62968785e-02]
 [  2.26298664e-02   3.15277022e-03   1.01054851e-02   6.83897257e-01
    2.27210415e-03   2.08907604e-01   1.26107677e-03   4.43608966e-03
    5.63914776e-02   6.94627920e-03]
 [  7.35639641e-03   1.52136447e-04   7.84743309e-01   8.66371789e-04
    1.52791999e-02   1.33509631e-03   1.87290132e-01   1.39342621e-04
    1.95844751e-03   8.79518513e-04]
 [  1.18114287e-02   8.03406874e-05   1.35116950e-01   8.27690184e-01
    6.51473019e-05   9.55740339e-04   4.66290425e-04   3.79312958e-04
    2.29910202e-02   4.43661207e-04]
 [  4.50370833e-02   1.23765232e-04   3.41767259e-03   8.23398352e-01
    4.13231464e-05   1.19124532e-01   7.91633152e-04   7.98553403e-04
    4.08407440e-03   3.18302144e-03]
 [  3.52726565e-05   6.97713549e-05   6.80761710e-02   9.24420834e-04
    1.25581874e-02   8.19973822e-04   9.03204858e-01   2.64882832e-03
    1.06437840e-02   1.01877726e-03]
 [  2.12112647e-02   6.47542416e-04   7.53246322e-02   8.49341929e-01
    3.89620218e-05   3.61008309e-02   1.06886756e-02   2.47878379e-05
    6.48347288e-03   1.37847848e-04]
 [  4.34878096e-03   8.08867067e-02   6.30224496e-02   4.11355216e-03
    4.20989878e-02   7.14508593e-02   3.35897505e-02   2.52533267e-04
    6.84380949e-01   1.58553571e-02]
 [  7.14897411e-03   1.38102733e-02   7.85129070e-01   2.13012621e-02
    1.18140003e-03   1.89357325e-02   4.47356999e-02   1.32812036e-03
    1.03073694e-01   3.35574802e-03]
 [  2.83301827e-02   2.30790451e-04   4.80154529e-03   1.18938892e-03
    1.95986688e-01   3.56385447e-02   3.43879918e-03   3.67664136e-02
    1.22474926e-02   6.81370139e-01]
 [  8.76697805e-03   1.55427144e-04   8.46331567e-03   6.68083900e-04
    2.99111212e-04   6.87665269e-02   1.73051795e-03   1.19113887e-04
    9.10176516e-01   8.54470010e-04]
 [  2.23988085e-03   3.99729197e-06   1.19264012e-04   6.64397657e-01
    8.87386250e-06   3.23910743e-01   1.24733424e-05   8.11326681e-05
    9.07120202e-03   1.54811103e-04]
 [  1.65639876e-03   6.30650222e-02   6.78427890e-02   9.29670874e-03
    1.25203714e-01   2.09511667e-02   6.57316327e-01   1.88096135e-03
    4.61179614e-02   6.66891458e-03]
 [  5.89840114e-04   2.33118739e-02   4.38105524e-01   1.81653693e-01
    1.03280490e-05   4.31468623e-04   6.42363229e-05   2.33069092e-01
    1.22315966e-01   4.47915460e-04]
 [  6.55083433e-02   1.49581372e-03   1.03848276e-03   4.94743045e-03
    4.08588648e-02   2.40835235e-01   9.48028266e-03   1.10317238e-01
    4.48756158e-01   7.67621696e-02]
 [  1.02606299e-03   5.03375661e-03   2.28251377e-03   8.41390342e-02
    3.30009148e-03   4.64290567e-02   1.09628425e-03   2.47103889e-02
    7.85878658e-01   4.61041406e-02]
 [  3.61956889e-03   1.28283114e-06   1.30389491e-03   2.84882425e-03
    4.89142731e-05   9.80887890e-01   1.90118421e-03   9.70607653e-06
    9.35285725e-03   2.59425997e-05]
 [  1.77579354e-02   9.90789384e-04   8.07086766e-01   1.99445803e-02
    1.62519596e-03   3.31488103e-02   5.75333983e-02   2.82738754e-03
    5.61058186e-02   2.97937682e-03]
 [  1.41800744e-02   1.02881074e-03   3.85332741e-02   4.07983502e-03
    3.54756624e-01   2.49033570e-02   2.11519022e-02   2.30624881e-02
    1.10520013e-01   4.07783598e-01]
 [  5.23178780e-04   9.28606212e-01   9.60881915e-03   1.30918678e-02
    2.93809385e-03   2.84646009e-03   1.06873000e-02   8.55647493e-03
    1.79619789e-02   5.17971441e-03]
 [  4.05499944e-03   4.02465957e-05   7.25626654e-04   2.74155149e-03
    9.13691521e-02   1.54874241e-03   8.42762936e-04   1.65422082e-01
    1.81103647e-02   7.15144455e-01]
 [  1.61571484e-02   2.80785869e-04   9.48341846e-01   4.31581662e-04
    8.29806458e-03   4.55024093e-03   2.02879105e-02   1.38197443e-04
    8.32250109e-04   6.81907113e-04]
 [  9.99243464e-03   7.42912467e-04   5.45366347e-01   3.34855430e-02
    2.86466852e-02   1.15259467e-02   2.00808227e-01   1.31827383e-03
    1.15055405e-01   5.30582368e-02]
 [  7.91753933e-04   7.95898080e-01   1.57613456e-02   5.75895198e-02
    2.47616787e-03   2.64854245e-02   1.18522709e-02   2.21185815e-02
    2.07916647e-02   4.62353453e-02]
 [  8.86710623e-05   1.04851730e-03   8.21786307e-05   3.84016591e-03
    2.64108628e-01   2.81445254e-02   2.06032157e-04   1.35029525e-01
    1.00783877e-01   4.66667891e-01]
 [  5.44608291e-03   7.13099182e-01   6.08731769e-02   5.30453622e-02
    1.09628206e-02   2.64999513e-02   3.12748849e-02   4.39023972e-03
    8.00029486e-02   1.44054145e-02]
 [  1.09294644e-02   2.51841452e-02   4.83408310e-02   6.46618707e-03
    4.08366889e-01   2.73986757e-02   3.55980098e-01   1.13901757e-02
    3.85044739e-02   6.74390569e-02]
 [  6.54307520e-03   3.82612385e-02   1.00997146e-02   1.10199908e-02
    2.46748570e-02   8.96263048e-02   1.18001727e-02   5.49564175e-02
    3.36162597e-01   4.16855603e-01]
 [  1.80478580e-02   2.71313009e-03   6.52958360e-03   7.15767324e-01
    3.78439436e-04   2.03034446e-01   6.63539907e-03   1.26720294e-02
    2.44138483e-02   9.80793871e-03]
 [  6.92343060e-03   1.82890100e-03   1.17945466e-02   1.12932719e-01
    2.29308484e-04   3.94117087e-03   7.80396367e-05   8.04636240e-01
    1.18905893e-02   4.57450934e-02]
 [  5.04686213e-05   8.41769762e-03   2.06081619e-04   6.94828387e-03
    1.87586134e-04   6.47381064e-04   2.26931261e-05   9.28702891e-01
    3.13830981e-03   5.16786389e-02]
 [  7.28433533e-03   2.57318709e-02   1.50844492e-02   2.09569663e-01
    9.58135724e-02   3.74705613e-01   1.41356857e-02   6.95245415e-02
    9.25331116e-02   9.56172198e-02]
 [  7.43889832e-04   1.17670503e-02   4.37089038e-04   6.53891172e-03
    1.14965700e-01   9.55593958e-03   4.59099049e-03   2.80178189e-02
    1.34466529e-01   6.88916028e-01]
 [  4.42456454e-04   8.87346864e-01   2.35809502e-03   2.49834806e-02
    1.25490827e-03   4.42016823e-03   1.32981164e-03   1.64795537e-02
    4.67501655e-02   1.46346483e-02]
 [  1.15619732e-04   3.50961564e-05   3.98296579e-05   5.86874085e-03
    6.53881729e-01   2.02563107e-02   3.57149751e-04   1.09405406e-01
    4.84424718e-02   1.61597729e-01]
 [  8.96286126e-03   8.44675824e-02   1.33031504e-02   3.96964066e-02
    5.38132489e-02   2.77140915e-01   4.17698883e-02   2.60114148e-02
    2.72306114e-01   1.82528466e-01]
 [  9.85946953e-01   4.44704756e-06   1.13915734e-03   2.45642063e-04
    8.30018893e-04   9.10576154e-03   9.41811013e-04   1.08663902e-04
    8.53326928e-04   8.24303366e-04]
 [  9.72265184e-01   4.54062246e-08   5.04497346e-03   2.17172899e-03
    7.07108541e-07   6.51535159e-03   1.11026037e-03   4.32112793e-05
    1.27419084e-02   1.06671992e-04]
 [  1.16464784e-04   1.26567483e-03   9.84829605e-01   1.19304825e-02
    1.12066064e-05   1.82427575e-05   4.41304699e-04   1.74185043e-05
    1.36905594e-03   6.76090451e-07]
 [  2.60587148e-02   1.49494293e-03   5.22758029e-02   2.92310454e-02
    1.58661619e-01   2.55546302e-01   1.22679755e-01   5.29850600e-03
    3.11197817e-01   3.75554524e-02]
 [  2.33964026e-01   6.15433382e-05   1.26497087e-03   3.68533772e-03
    2.92934440e-02   3.31095979e-02   1.82791464e-02   3.71376783e-01
    9.16213915e-03   2.99803048e-01]
 [  7.77346839e-04   5.02930954e-03   4.56571113e-04   1.48847755e-02
    3.86815844e-03   4.43270914e-02   1.84148244e-04   5.81773877e-01
    4.11771201e-02   3.07521522e-01]
 [  1.67127582e-03   3.45211059e-01   3.29872370e-02   8.52806643e-02
    1.04346806e-02   2.54634209e-02   2.94544827e-02   1.29738795e-02
    4.03224260e-01   5.32990843e-02]
 [  1.91914872e-03   1.79386931e-04   5.13075572e-03   6.58000290e-01
    8.04033552e-05   2.14167908e-01   5.07532495e-05   1.00405514e-02
    1.04908086e-01   5.52281924e-03]
 [  1.86332509e-01   1.65775691e-05   2.70730734e-01   4.96258885e-02
    3.71913216e-03   6.97162235e-03   5.34608960e-03   2.22729191e-01
    1.49639053e-02   2.39564255e-01]
 [  5.38151944e-03   3.37916538e-02   7.02869967e-02   3.94531518e-01
    1.64852198e-03   1.04799822e-01   1.81681123e-02   9.25419445e-04
    3.64544272e-01   5.92222624e-03]
 [  8.72296561e-03   3.85060115e-03   1.07982894e-02   3.27568245e-03
    7.44493119e-03   8.03019851e-02   8.53606343e-01   6.61366867e-05
    2.69212574e-02   5.01178671e-03]
 [  6.87049627e-02   2.46498039e-05   2.41135642e-01   1.43842682e-01
    9.04953387e-03   1.44495308e-01   6.62370995e-02   3.47220269e-03
    3.20991993e-01   2.04585539e-03]
 [  3.01923079e-04   1.20283838e-03   8.97723556e-01   9.10429880e-02
    4.28125122e-06   1.48388208e-03   2.19626294e-04   3.50962509e-03
    4.47894307e-03   3.23247623e-05]
 [  7.01056123e-02   1.25883252e-03   8.80628228e-01   1.19960317e-02
    6.42565661e-04   1.00740613e-02   2.13675238e-02   1.23646270e-04
    3.27242818e-03   5.30939316e-04]
 [  3.28608818e-04   9.70464051e-01   7.36833690e-03   6.22420665e-03
    5.50729397e-04   1.57003826e-03   4.90922481e-03   2.19456269e-03
    5.01881354e-03   1.37151324e-03]
 [  6.50348302e-05   1.20268436e-04   7.95204565e-03   8.63060850e-05
    3.13375960e-03   2.17241381e-04   9.86330092e-01   5.34040510e-06
    1.86520012e-03   2.24820062e-04]
 [  3.78499826e-04   1.46357913e-03   9.60646927e-01   2.14790460e-03
    1.87473255e-03   5.31952282e-05   3.15370671e-02   3.17404629e-05
    1.75397925e-03   1.12387599e-04]
 [  9.97874856e-01   5.25257775e-08   3.33680364e-04   3.12785822e-04
    1.14103318e-06   9.44487343e-04   2.12770523e-04   6.10381085e-06
    3.09729920e-04   4.35454012e-06]
 [  2.80735199e-03   3.45435701e-02   6.65432448e-03   2.12455075e-03
    2.26154149e-01   3.19462717e-01   2.78490726e-02   1.49128595e-02
    1.97244331e-01   1.68246970e-01]
 [  7.62839556e-01   1.17738648e-06   4.17398848e-03   1.10042971e-02
    2.79479013e-06   1.90026179e-01   4.00463323e-05   2.97094919e-02
    2.07159249e-03   1.30933098e-04]
 [  9.95745599e-01   1.48290291e-09   3.07197115e-06   3.32971722e-05
    9.58202264e-08   4.15921817e-03   3.15278157e-06   2.26673837e-05
    1.36559202e-05   1.90694918e-05]]
INFO:tensorflow:probabilities = [[  2.10086387e-02   2.37659123e-07   2.03488371e-03   2.74628773e-03
    2.33690962e-01   1.03266183e-02   1.32976873e-02   1.76238408e-03
    7.64418021e-03   7.07488120e-01]
 [  7.43096182e-03   1.13340415e-01   6.68527037e-02   3.80274534e-01
    4.77519236e-04   1.06837854e-01   8.30868841e-04   1.02110486e-02
    3.09899569e-01   3.84453172e-03]
 [  9.33613069e-03   7.20510721e-01   1.02696739e-01   6.14312626e-02
    1.22903483e-02   1.19979912e-02   6.26040716e-03   8.11205991e-03
    6.31686673e-02   4.19565709e-03]
 [  1.18553107e-04   2.77437157e-05   1.19054911e-03   1.51536893e-04
    9.29818213e-01   3.41231585e-04   3.27016190e-02   6.20600954e-03
    2.64855404e-03   2.67958082e-02]
 [  5.74641395e-04   3.08783819e-06   9.79652882e-01   1.37924589e-03
    1.07480946e-05   1.05295482e-03   1.10047478e-02   5.94283756e-06
    6.31335005e-03   2.40772965e-06]
 [  1.12262979e-01   2.98316032e-03   1.28146086e-03   8.11590105e-02
    1.26677181e-03   4.82725739e-01   7.16073252e-03   1.25977455e-03
    2.97255069e-01   1.26452455e-02]
 [  5.78636110e-01   6.04072353e-04   5.31002283e-02   8.85024965e-02
    9.25555418e-04   1.95312828e-01   7.84533564e-03   1.50460564e-02
    5.10252826e-02   9.00204666e-03]
 [  6.83039427e-04   1.72194541e-02   1.40517373e-02   9.54488039e-01
    1.34927352e-04   1.12922175e-03   1.32453468e-04   3.54442210e-03
    7.50787277e-03   1.10886386e-03]
 [  1.35369804e-02   2.30242813e-06   9.41772159e-05   1.22286819e-01
    2.85808328e-05   8.42020214e-01   7.07456638e-05   1.07500784e-03
    1.27254175e-02   8.15962162e-03]
 [  3.65777570e-03   2.81848401e-01   5.38559677e-03   2.86460787e-01
    2.37952806e-02   6.62158132e-02   7.81268161e-03   1.52664095e-01
    5.12350649e-02   1.20924421e-01]
 [  8.09868984e-03   2.85631581e-03   7.47893821e-04   1.94407105e-02
    2.67642766e-01   2.74655633e-02   2.94150412e-03   1.77608594e-01
    2.52468362e-02   4.67951119e-01]
 [  6.26191613e-04   7.41413032e-06   2.39150933e-04   1.97574054e-03
    7.21326614e-06   3.96740099e-04   6.17327078e-06   9.83690679e-01
    2.25240109e-03   1.07982075e-02]
 [  1.78945612e-03   1.37233571e-03   4.58413444e-04   2.03766480e-01
    1.62681157e-03   7.36633241e-01   3.90616548e-03   4.38877847e-03
    3.98536250e-02   6.20467123e-03]
 [  4.18759696e-03   3.34596843e-04   6.98903896e-05   2.52420525e-03
    3.11436271e-03   1.84364617e-02   1.30978020e-04   8.63851428e-01
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    3.29947412e-01   2.84621585e-02   2.48423568e-03   8.63070413e-02
    3.49781573e-01   1.92542195e-01]
 [  2.71038199e-03   1.82953128e-03   7.78848818e-03   2.69150771e-02
    2.09275931e-02   3.44600901e-02   1.44540220e-02   2.01786291e-02
    7.14035094e-01   1.56701058e-01]
 [  2.04893947e-02   4.60228839e-05   6.90966984e-03   3.48389477e-01
    1.41647484e-04   9.08011049e-02   3.55756143e-04   2.25521391e-03
    5.28256178e-01   2.35544355e-03]
 [  9.03647244e-01   5.37782980e-05   2.42655668e-02   1.81545708e-02
    2.25890872e-05   1.99624952e-02   2.26819832e-02   1.99363021e-05
    1.11409184e-02   5.07983095e-05]
 [  1.14014337e-03   1.06619822e-03   1.37283355e-02   4.20874567e-04
    3.60529451e-03   3.31375952e-04   9.76003110e-01   1.73801454e-04
    7.99812668e-04   2.73108575e-03]
 [  8.87953152e-04   2.82417461e-02   5.36431596e-02   3.94365517e-03
    5.09043690e-03   3.08029307e-03   8.89967918e-01   2.42524802e-05
    1.39616309e-02   1.15887413e-03]
 [  2.37894850e-03   4.27919367e-05   3.98688717e-03   8.19080323e-03
    1.84161402e-02   3.81058315e-03   6.63917337e-04   5.06175160e-01
    7.22121564e-04   4.55612600e-01]]
INFO:tensorflow:global_step/sec: 154.399
INFO:tensorflow:loss = 0.453896, step = 3001
INFO:tensorflow:probabilities = [[  4.19361144e-03   8.05225165e-04   4.87830071e-03   1.72144771e-02
    1.67467131e-03   7.98180103e-02   6.47162274e-03   6.49839567e-05
    8.83556843e-01   1.32231333e-03]
 [  1.07304499e-04   1.77218666e-04   9.94591296e-01   2.72050570e-03
    5.11238832e-05   1.24732132e-05   2.07156711e-03   1.62871056e-05
    2.35516607e-04   1.68188490e-05]
 [  2.78905104e-03   4.87505011e-02   4.45827432e-02   8.96150246e-02
    4.54505952e-03   6.06845040e-03   1.13379897e-03   6.55860066e-01
    5.83381802e-02   8.83171633e-02]
 [  4.02762234e-04   1.10618857e-04   2.87507172e-03   9.70562220e-01
    2.47538046e-05   1.44636715e-02   7.26332510e-05   2.08923803e-03
    9.13731661e-03   2.61767505e-04]
 [  1.13184471e-02   6.51768059e-05   9.89267509e-03   3.58706270e-03
    7.77526557e-01   2.46533845e-02   1.09280774e-03   2.20199283e-02
    3.05261533e-03   1.46791413e-01]
 [  2.56484316e-04   1.04662404e-05   1.47465962e-05   1.86926709e-03
    6.25926629e-03   7.98419211e-03   2.03242416e-06   5.02412677e-01
    5.59598673e-03   4.75594908e-01]
 [  2.41013709e-02   1.04897656e-04   9.04004574e-02   2.05099374e-01
    3.14167747e-03   5.94515428e-02   1.10102491e-02   4.06941622e-02
    5.49441814e-01   1.65544525e-02]
 [  3.88839133e-02   3.72575130e-04   5.25501132e-01   1.17081337e-01
    9.10304603e-04   1.09031208e-01   1.93926215e-01   2.19089532e-04
    1.39294444e-02   1.44831429e-04]
 [  6.04902860e-04   1.28852912e-06   4.89117665e-05   2.03557007e-04
    9.73818707e-04   9.96232212e-01   6.18132006e-04   9.41067537e-06
    7.59178132e-04   5.48556156e-04]
 [  3.53087895e-02   1.42129638e-05   1.01555919e-03   9.28496778e-01
    5.83702260e-08   3.32665741e-02   2.27512064e-05   5.55817714e-05
    1.81660056e-03   2.97877273e-06]
 [  3.41331433e-05   2.25507993e-05   1.03598777e-05   1.07779540e-03
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    3.30323644e-04   2.30075438e-02]
 [  7.36582326e-04   3.37489997e-04   4.02448059e-04   6.58757426e-03
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    7.30697997e-03   8.77244115e-01]
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    1.69008762e-01   7.69667178e-02   5.92626818e-03   1.92577429e-02
    1.43825784e-01   5.19273639e-01]
 [  2.83344471e-05   5.72035424e-05   2.68416642e-03   2.18351185e-03
    8.71882319e-01   4.31212084e-03   2.94900686e-03   5.34677645e-03
    4.51807678e-03   1.06038488e-01]
 [  2.02997386e-01   8.89993564e-04   6.25976920e-02   7.74226338e-03
    1.88433260e-01   7.93116838e-02   8.05468857e-02   1.69079319e-01
    2.44475305e-02   1.83953851e-01]
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    7.71213035e-06   1.54532529e-02   4.18066520e-05   4.22398448e-02
    3.23319137e-02   3.08581186e-03]
 [  1.80874587e-04   7.15926111e-01   2.21940935e-01   9.56501346e-03
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    3.43913026e-02   5.57491148e-04]
 [  6.29547940e-05   2.51025353e-02   7.92919833e-04   2.28191204e-02
    1.20582536e-03   3.99872428e-03   1.14579409e-04   8.28371704e-01
    1.37622431e-02   1.03769429e-01]
 [  5.92685817e-03   1.44423083e-07   1.56281822e-05   1.28388088e-02
    4.32783645e-06   9.53794599e-01   1.41264809e-05   1.54458641e-04
    2.69801039e-02   2.70984106e-04]
 [  1.28858126e-04   1.31957815e-04   5.18541224e-02   9.05057132e-01
    4.36930498e-03   1.18453186e-02   4.37705603e-04   4.64397436e-03
    2.00236160e-02   1.50809390e-03]
 [  1.31787406e-03   8.08677214e-06   9.86492574e-01   4.87618102e-03
    2.50879339e-07   3.76188400e-04   1.23809696e-05   5.06980177e-05
    6.86536776e-03   5.59806438e-07]
 [  1.22160111e-02   1.27095962e-03   4.92762297e-01   4.62490320e-01
    5.98582265e-05   2.19437703e-02   4.01492184e-03   2.83450179e-04
    3.90738994e-03   1.05105015e-03]
 [  1.33567461e-04   9.89138186e-01   2.14396999e-03   3.79297417e-03
    8.38089836e-05   4.45795449e-04   1.41710174e-04   4.39227151e-04
    2.88797356e-03   7.92706269e-04]
 [  5.07183047e-03   2.05948371e-02   8.22165728e-01   1.25828711e-02
    4.87200159e-05   2.22225441e-03   4.48369281e-03   2.92782963e-04
    1.32353887e-01   1.83409109e-04]
 [  8.73759273e-05   3.64661264e-06   9.59046301e-04   2.05578581e-05
    9.25054657e-04   4.13474154e-05   9.97164428e-01   9.32483260e-07
    6.83486287e-04   1.14169430e-04]
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    2.90502740e-05   6.33225171e-03   1.60958047e-03   5.68307223e-05
    6.60876110e-02   2.67453743e-05]
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    8.28211848e-03   1.38125115e-03   9.47674811e-01   1.21733628e-03
    1.94645219e-03   9.49417008e-04]
 [  2.49833945e-04   8.39149021e-03   9.43580925e-01   3.48756127e-02
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    7.75756221e-03   5.01987233e-05]
 [  5.51061006e-03   4.66533471e-03   1.77486651e-02   2.64906019e-01
    2.38472428e-02   7.48346001e-02   2.74327700e-03   1.08058400e-01
    2.60379434e-01   2.37306446e-01]
 [  1.53196289e-03   7.22114136e-03   1.44763978e-03   1.70415957e-02
    3.32613140e-02   5.27214333e-02   9.46850108e-04   3.73229861e-01
    3.18237171e-02   4.80774492e-01]
 [  6.90343950e-06   9.19415470e-07   6.55476867e-07   1.90219042e-04
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    3.99349447e-05   3.94013710e-04]
 [  1.72556192e-05   1.30021965e-06   1.78645905e-06   2.04745709e-04
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 [  3.97458579e-03   8.79167207e-03   6.16086321e-03   8.68040025e-02
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 [  3.22996144e-04   9.76316512e-01   3.88415949e-03   4.20331955e-03
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 [  4.04138729e-04   1.51474951e-05   9.10214963e-04   2.85580242e-03
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 [  1.84377179e-01   2.55822488e-05   1.71546359e-02   3.10130743e-03
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 [  9.97447491e-01   1.19206556e-08   1.60610201e-04   1.57369199e-04
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    4.24289191e-03   6.97436035e-02]
 [  1.62398399e-04   1.66581740e-04   6.01820066e-04   4.96441498e-03
    4.63668621e-05   8.82986467e-04   5.62476134e-06   9.85649288e-01
    1.72295398e-03   5.79745043e-03]
 [  8.57972016e-04   9.25197959e-01   1.03860870e-02   1.90287083e-02
    1.06772373e-03   5.02185896e-03   3.87690403e-03   6.70302799e-03
    2.59425230e-02   1.91736536e-03]
 [  9.78954122e-05   1.34037575e-04   1.29448279e-04   1.71185471e-03
    5.64897895e-01   3.60164270e-02   2.36718147e-03   2.00043758e-03
    2.53332816e-02   3.67311507e-01]
 [  8.14699411e-01   8.03012226e-05   1.04949856e-03   8.30398127e-02
    7.62252166e-05   4.11994196e-02   2.42428468e-05   3.58969830e-02
    4.39124694e-03   1.95427351e-02]
 [  3.24492343e-04   8.74042104e-04   4.45782294e-04   6.67156233e-03
    2.80028186e-03   3.72420670e-03   3.41932697e-04   3.65381777e-01
    3.48873325e-02   5.84548533e-01]
 [  4.48167883e-03   3.94020026e-05   5.87779749e-03   1.03890919e-03
    2.27773413e-02   3.26935686e-02   1.28359022e-02   2.38807388e-02
    1.02936946e-01   7.93437660e-01]
 [  4.81339492e-04   2.13141757e-04   2.32764549e-04   2.22961027e-02
    1.49491243e-05   2.02744850e-03   1.74501406e-06   9.66015577e-01
    1.08954345e-03   7.62738893e-03]
 [  5.12952625e-04   6.25410825e-02   1.48814626e-03   9.61648114e-03
    7.73226991e-02   1.01872953e-02   1.54932402e-03   7.79942349e-02
    2.80481316e-02   7.30739653e-01]
 [  2.15077819e-03   2.54761633e-02   4.46487553e-02   1.35027707e-01
    2.26568449e-02   2.29992233e-02   3.76884686e-03   1.70790404e-01
    3.38700354e-01   2.33780906e-01]
 [  8.92514549e-03   2.66931107e-04   4.40948457e-03   9.42841113e-01
    1.78282990e-05   2.71551553e-02   2.19660345e-04   3.64171597e-03
    1.18200304e-02   7.02925434e-04]
 [  9.79383185e-05   5.15151862e-03   9.02649522e-01   4.69656587e-02
    5.56668601e-05   3.08106374e-03   4.80693020e-03   1.08596570e-04
    3.70753556e-02   7.86274904e-06]
 [  3.01448381e-05   9.93023992e-01   7.55177520e-04   6.56078395e-04
    5.45728144e-05   1.88312930e-04   1.17157155e-03   2.70318036e-04
    2.45062495e-03   1.39913603e-03]
 [  4.03529906e-04   7.59510836e-03   9.78914090e-04   5.93635440e-02
    3.84084843e-02   6.30683675e-02   3.64545709e-03   3.17627907e-01
    2.64632758e-02   4.82445389e-01]
 [  9.08415357e-04   9.38308358e-01   1.31810373e-02   8.76719318e-03
    3.57281440e-03   3.54080740e-03   3.02558905e-03   1.04998956e-02
    9.98859201e-03   8.20751488e-03]
 [  1.39713835e-03   4.28318279e-04   1.18843198e-03   1.05723009e-01
    3.80479777e-03   6.09143734e-01   6.93402952e-04   7.35142529e-02
    7.11813793e-02   1.32925540e-01]
 [  5.09995641e-03   1.73875149e-02   8.94202909e-04   7.62991309e-02
    5.60450042e-03   4.66588996e-02   7.48886494e-04   8.35984051e-02
    7.44847879e-02   6.89223707e-01]
 [  2.75800959e-03   1.61280669e-02   5.85455215e-03   1.71503164e-02
    2.45725378e-01   8.09294805e-02   5.93324890e-03   2.95356680e-02
    1.11233704e-01   4.84751642e-01]
 [  2.35639760e-04   9.64972496e-01   5.15738036e-03   1.06216641e-02
    6.61810045e-04   1.93074741e-03   3.62092833e-04   1.05704060e-02
    2.65761372e-03   2.83015915e-03]
 [  2.68126576e-04   2.30020509e-04   3.83060687e-04   4.38887533e-03
    8.41555476e-01   2.33337516e-03   5.29638585e-03   5.78433909e-02
    1.73906423e-03   8.59622061e-02]
 [  9.88343060e-01   1.60175304e-08   8.83009416e-05   6.97500538e-04
    5.29173434e-08   1.07653653e-02   3.51622816e-06   1.84015062e-05
    6.18516351e-05   2.20760994e-05]
 [  5.91908433e-02   2.82022927e-04   6.72409609e-02   2.52985880e-02
    8.22035014e-04   9.40756872e-02   3.92211564e-02   1.29240844e-03
    6.96187615e-01   1.63887069e-02]
 [  2.88441956e-01   3.41883492e-06   1.90370961e-03   1.97072685e-01
    1.04727002e-03   4.38931286e-01   3.01824533e-03   3.00483033e-03
    5.28187118e-02   1.37578640e-02]
 [  3.25612053e-02   1.26533501e-04   9.32015385e-03   3.05509735e-02
    1.39420675e-02   4.82246101e-01   1.51903229e-02   8.99730250e-04
    4.09314990e-01   5.84795792e-03]
 [  3.14989290e-03   7.61534393e-05   9.43312168e-01   5.03361342e-04
    1.79050909e-03   5.57862455e-03   2.93553136e-02   6.24031964e-05
    1.48854433e-02   1.28630514e-03]
 [  1.86251663e-02   5.21896333e-02   3.78411710e-02   4.32645604e-02
    2.85862032e-02   6.02024674e-01   1.15134679e-02   3.78168561e-02
    5.65176867e-02   1.11620456e-01]
 [  5.94935438e-04   4.48899297e-03   2.29828376e-02   8.43343019e-01
    1.61623466e-03   7.64979348e-02   2.55185068e-02   2.59466213e-03
    2.06503998e-02   1.71247392e-03]
 [  6.67123706e-04   1.41715992e-03   9.85076092e-03   4.87573823e-04
    1.21931927e-02   1.69752538e-03   9.55910087e-01   1.38745207e-04
    1.49410255e-02   2.69685057e-03]
 [  1.66357495e-02   1.19777361e-03   8.56949110e-03   1.42113477e-01
    4.99379914e-03   1.06784366e-01   4.34573973e-03   1.03390869e-02
    5.59775233e-02   6.49042964e-01]]
INFO:tensorflow:probabilities = [[  1.88714229e-02   2.82284115e-02   6.98707625e-02   2.70287786e-02
    6.26123026e-02   2.52704322e-01   2.12539956e-01   2.30451417e-03
    2.95117527e-01   3.07220723e-02]
 [  1.43035001e-03   9.23759282e-01   2.23830231e-02   7.56885624e-03
    1.27575931e-03   1.72714889e-03   2.13607214e-02   1.27938157e-03
    1.75216962e-02   1.69379520e-03]
 [  3.11550335e-04   3.33005041e-02   2.04059780e-02   6.65880390e-04
    1.39890965e-02   7.52872787e-03   9.18482304e-01   7.88236684e-06
    4.67922725e-03   6.28769805e-04]
 [  8.55444174e-04   9.25610602e-01   8.65424331e-03   1.45010883e-02
    9.59763594e-04   2.50870362e-03   4.95498208e-03   4.23171185e-03
    3.60567197e-02   1.66674564e-03]
 [  6.96974108e-03   9.24419090e-02   3.76633592e-02   1.20974304e-02
    1.44083038e-01   5.58112383e-01   1.05238892e-02   7.99161289e-03
    1.16800748e-01   1.33159049e-02]
 [  4.89168093e-02   1.83897108e-01   1.37425940e-02   3.58583070e-02
    7.29504302e-02   3.33822161e-01   6.31446913e-02   1.50939925e-02
    1.82085872e-01   5.04879765e-02]
 [  1.13798594e-02   4.33448665e-02   8.52999650e-03   1.03900023e-02
    2.93197646e-03   2.81540882e-02   3.89670813e-03   7.74947414e-03
    8.80282402e-01   3.34064127e-03]
 [  1.56357637e-04   1.53490309e-05   8.16744159e-06   2.34450586e-03
    2.72576319e-04   6.94258092e-03   1.25574888e-05   9.33500171e-01
    1.19793555e-03   5.55498414e-02]
 [  4.52048518e-03   6.93937691e-05   5.78272063e-03   1.02232657e-01
    9.41651931e-04   1.67867653e-02   1.91123120e-03   5.54675981e-03
    8.40021968e-01   2.21863464e-02]
 [  1.41981081e-03   8.98725271e-01   1.39991390e-02   2.08022874e-02
    4.02912078e-03   6.71947747e-03   4.65113157e-03   1.84385944e-02
    2.02671513e-02   1.09482436e-02]
 [  2.62122048e-04   2.32005003e-03   1.47076687e-04   3.52192181e-03
    5.66500588e-04   6.68198615e-03   6.82494865e-05   6.19879700e-02
    8.98700118e-01   2.57440750e-02]
 [  4.42690179e-02   8.62606391e-02   1.09914271e-02   1.03471197e-01
    4.59763547e-03   3.91807169e-01   5.02877822e-03   7.79925734e-02
    2.09477797e-01   6.61038309e-02]
 [  7.69830309e-04   3.91492359e-02   9.95070189e-02   2.36472636e-01
    4.64516692e-03   2.47045550e-02   1.75954625e-01   1.45378485e-02
    3.96968424e-01   7.29061989e-03]
 [  8.88791983e-04   6.84789300e-01   3.36042568e-02   7.74162486e-02
    9.49466694e-03   1.85040087e-02   4.63134386e-02   2.18088161e-02
    6.70750886e-02   4.01053503e-02]
 [  2.24276140e-04   9.53723788e-01   1.27641568e-02   5.72544849e-03
    2.55148159e-03   7.74659740e-04   1.62102561e-03   7.59966671e-03
    1.23274326e-02   2.68790754e-03]
 [  1.98247866e-03   9.16248441e-01   4.44136746e-03   5.59861492e-03
    3.67058488e-03   8.35949648e-03   1.89155731e-02   8.84713419e-03
    2.50891410e-02   6.84735365e-03]
 [  2.89964344e-04   1.02391420e-03   3.83382212e-05   5.49407536e-03
    7.01013356e-02   5.51857473e-03   2.07609162e-04   5.38431369e-02
    1.54612120e-02   8.48021805e-01]
 [  1.53590066e-04   9.77360487e-01   4.98611387e-03   1.82465871e-03
    5.05377539e-04   1.17640651e-03   5.18858142e-04   1.12083624e-03
    1.10727530e-02   1.28088368e-03]
 [  2.78358650e-03   2.32234906e-05   3.27687226e-02   7.02127581e-04
    1.92377493e-02   5.70109114e-04   9.37766969e-01   2.22496595e-03
    1.36944267e-03   2.55309464e-03]
 [  4.35326574e-03   3.13581450e-06   2.42611440e-03   8.80014268e-05
    6.88769639e-01   2.79212627e-03   8.82476661e-03   6.85254205e-03
    7.08612707e-03   2.78804243e-01]
 [  1.75368797e-03   1.35267049e-03   3.46343528e-04   7.59562075e-01
    3.57955555e-03   6.23152405e-02   4.47409868e-04   3.26027833e-02
    6.58032298e-02   7.22369999e-02]
 [  3.27485555e-04   1.16562969e-05   1.74911082e-04   1.87253801e-03
    9.44509149e-01   1.14052440e-03   1.52283616e-03   1.65962009e-03
    9.24398017e-04   4.78568710e-02]
 [  4.86348337e-03   1.37926806e-02   2.10973062e-02   1.07759126e-02
    7.46574486e-03   1.05933892e-02   8.65378618e-01   2.26198856e-04
    5.20710312e-02   1.37355812e-02]
 [  4.76886315e-04   2.86351983e-02   2.29340571e-04   8.98595154e-03
    3.22801918e-02   8.39303900e-03   4.38734744e-04   5.58892004e-02
    1.93517022e-02   8.45319808e-01]
 [  1.14212744e-03   1.51977013e-03   3.15925526e-03   3.46863680e-02
    4.22395945e-01   2.00954862e-02   2.44170073e-02   3.10788257e-03
    4.84622493e-02   4.41013783e-01]
 [  3.31576471e-03   8.26781092e-04   2.72431374e-01   6.55721780e-03
    2.77530313e-01   1.51124997e-02   4.18905377e-01   7.99990157e-05
    1.82030827e-03   3.42027470e-03]
 [  5.62002067e-04   9.55132604e-01   1.16419615e-02   6.15795981e-03
    1.28161651e-03   1.34013686e-03   6.31071394e-04   1.59499049e-03
    1.78618766e-02   3.79590457e-03]
 [  5.69654163e-04   3.58668923e-01   2.19443603e-03   9.92672704e-03
    1.11847594e-01   4.07141335e-02   2.64596343e-02   4.19865325e-02
    1.92760468e-01   2.14871943e-01]
 [  6.31436184e-02   2.82063126e-03   3.01490188e-01   5.63754380e-01
    1.47742598e-04   2.06661075e-02   2.36782664e-03   3.53556534e-04
    4.45439443e-02   7.11986446e-04]
 [  2.84323778e-06   1.81752648e-06   1.58116507e-06   5.54541184e-04
    8.58315468e-01   7.92334846e-04   2.30336191e-05   8.23544397e-04
    4.87081241e-04   1.38997719e-01]
 [  6.68587582e-03   3.40445113e-04   5.26075205e-03   9.11776274e-02
    8.89756531e-03   6.50618434e-01   2.41768965e-03   1.36018153e-02
    1.23402111e-01   9.75977033e-02]
 [  7.94386089e-01   1.01847490e-06   4.35577147e-02   4.51099651e-04
    1.39767351e-03   1.16629843e-02   1.45953909e-01   4.81013703e-05
    4.71718842e-04   2.06973101e-03]
 [  3.84464765e-05   3.48274662e-05   6.89272856e-05   1.75658177e-04
    8.96146417e-01   2.50786962e-03   1.32159528e-03   6.75153919e-03
    1.02597638e-03   9.19286534e-02]
 [  2.57790671e-03   4.85395794e-05   7.37020600e-05   1.33963744e-03
    3.86783737e-04   1.78702921e-03   1.21582707e-05   9.80097473e-01
    1.45250233e-03   1.22243287e-02]
 [  1.55116257e-03   9.39296484e-01   6.09245989e-03   1.04062594e-02
    7.55508081e-04   6.82171155e-03   3.88145447e-03   8.08008574e-03
    2.02259813e-02   2.88892165e-03]
 [  8.72285724e-01   3.89510999e-04   1.12552624e-02   2.86308583e-02
    2.35938409e-04   4.21664789e-02   1.04034413e-02   1.12042688e-02
    1.75222978e-02   5.90607338e-03]
 [  2.63499038e-04   9.58863556e-01   8.49778124e-04   1.82992369e-02
    1.64548997e-04   3.99447605e-03   1.58689311e-03   5.41156810e-03
    9.19535477e-03   1.37111358e-03]
 [  1.26336166e-03   1.66594273e-05   3.22440435e-04   1.43836264e-03
    1.12372079e-04   3.10364692e-03   7.87211138e-06   9.81831372e-01
    5.22588240e-03   6.67802803e-03]
 [  7.12766424e-02   3.09051320e-05   1.51167419e-02   7.77110166e-04
    3.70937795e-03   4.94054258e-02   8.58229578e-01   8.50487486e-05
    1.15684385e-03   2.12398023e-04]
 [  2.35656137e-03   7.92067265e-04   2.90365703e-03   3.12797725e-03
    1.11749927e-02   4.67268288e-01   2.59234339e-01   3.85484571e-04
    2.43634731e-01   9.12184361e-03]
 [  1.08311828e-02   2.01262446e-05   2.07128283e-02   1.23707473e-03
    4.51997072e-01   7.96514563e-03   6.71244413e-02   1.08043766e-02
    1.37716262e-02   4.15536195e-01]
 [  2.61703273e-03   9.40770134e-02   4.36177524e-03   6.46992698e-02
    3.48222139e-03   2.30693407e-02   1.70714792e-03   2.06122696e-02
    7.40149558e-01   4.52243425e-02]
 [  1.61101623e-03   1.24365019e-04   1.18643688e-02   7.52164051e-05
    5.81010943e-04   5.74548496e-04   9.84178126e-01   3.87716454e-06
    9.21320810e-04   6.61159356e-05]
 [  7.88806379e-03   7.80000846e-06   8.40350986e-01   1.50892824e-01
    3.23598414e-07   2.25451324e-04   2.17907684e-04   7.71837222e-05
    3.26969544e-04   1.24335111e-05]
 [  6.08025007e-02   4.44140569e-05   2.75788916e-04   2.29363576e-01
    1.01363266e-05   6.79490745e-01   4.10998968e-04   1.76423389e-04
    2.92459801e-02   1.79514827e-04]
 [  6.77364646e-03   1.19264452e-02   9.09350574e-01   1.52223725e-02
    3.74845295e-05   7.91706552e-04   1.31139364e-02   1.53204973e-03
    4.11313362e-02   1.20449375e-04]
 [  1.99421849e-02   4.47068131e-04   5.03027022e-01   1.96868759e-02
    2.05222424e-02   3.94708253e-02   2.62932718e-01   4.09865156e-02
    8.04013684e-02   1.25832241e-02]
 [  9.59345162e-01   2.07412654e-06   8.88730749e-04   1.08638806e-02
    2.11870247e-05   1.54087096e-02   1.66876835e-03   8.25169089e-04
    9.98298638e-03   9.93497088e-04]
 [  9.83729303e-01   6.73607417e-07   6.54724252e-04   4.38392861e-03
    2.97929205e-06   6.59256196e-03   4.83639669e-05   6.52952760e-04
    3.39476229e-03   5.39878034e-04]
 [  1.14803130e-04   9.47290003e-01   8.91256705e-03   8.53140024e-04
    2.31000292e-03   7.40664138e-04   1.01897039e-03   3.13518220e-04
    3.80024090e-02   4.43898840e-04]
 [  2.37155346e-05   5.25460621e-07   1.04069090e-06   1.26167151e-06
    9.94117498e-01   4.72410233e-04   7.05929124e-05   7.59371673e-04
    7.64125216e-05   4.47705807e-03]
 [  7.53164589e-01   1.98392593e-03   3.39812115e-02   5.55816814e-02
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    2.75111198e-01   1.40522816e-03   6.11969829e-01   1.05916406e-04
    2.73194723e-03   7.02491403e-02]
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    6.39157224e-06   3.69815134e-05]
 [  3.12134041e-04   9.57852721e-01   2.66821543e-03   7.86841474e-03
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    1.63321979e-02   5.09217242e-03]
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    1.03291997e-03   5.07240511e-05]
 [  3.14689125e-03   5.13433032e-02   1.49412465e-03   5.44940755e-02
    3.86131257e-02   2.41293404e-02   2.10654526e-03   5.08335829e-01
    4.06035595e-02   2.75733173e-01]
 [  4.69305196e-05   1.32739149e-06   2.85098585e-03   2.45204355e-05
    2.55647523e-04   1.32300553e-03   9.95203495e-01   3.38435910e-07
    2.11770515e-04   8.19687411e-05]
 [  6.03635155e-04   8.31379276e-03   1.22618210e-02   5.48255211e-03
    6.28328044e-03   6.54426357e-03   9.19590611e-03   4.12045221e-04
    9.09112453e-01   4.17902283e-02]
 [  1.43240103e-02   3.38471946e-05   8.51688147e-01   6.40062541e-02
    4.81733214e-03   2.71452125e-03   4.38319147e-02   2.63608014e-03
    5.47747826e-03   1.04704089e-02]
 [  7.34492183e-01   1.62183260e-05   2.01771641e-03   5.76708000e-03
    3.98909347e-03   2.37955585e-01   4.67411522e-03   2.02749693e-03
    2.56106001e-03   6.49946509e-03]
 [  5.91026852e-04   9.17291939e-01   6.93272427e-03   1.00936182e-02
    2.33099144e-03   6.12192182e-03   1.17216557e-02   2.00349558e-02
    1.40476609e-02   1.08334469e-02]]
INFO:tensorflow:global_step/sec: 162.777
INFO:tensorflow:loss = 0.44783, step = 3101
INFO:tensorflow:probabilities = [[  1.27429916e-02   1.68624550e-01   3.25908251e-02   1.74872316e-02
    2.00305790e-01   1.88281119e-01   2.13832501e-02   4.78265546e-02
    1.87558681e-01   1.23199008e-01]
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    7.36539066e-02   1.96808903e-03]
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    2.24244613e-02   1.08271383e-01]
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    1.26213511e-03   5.66341996e-01]
 [  4.40849166e-04   3.68007226e-04   9.56339657e-01   2.55757608e-02
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    1.08521255e-02   1.50079301e-04]
 [  4.14069073e-05   9.81538773e-01   3.57869477e-03   2.01474270e-03
    6.48126661e-05   9.40281534e-05   6.08454633e-04   1.39183120e-03
    1.03760716e-02   2.91109172e-04]
 [  9.93594944e-01   6.81154617e-08   7.25666760e-05   2.58639775e-04
    4.56822846e-07   3.68259801e-03   1.13975702e-05   2.10257689e-03
    2.09349993e-04   6.74319381e-05]
 [  8.80902540e-03   1.63227887e-05   1.07245147e-02   1.92158786e-03
    6.91995025e-01   1.61376651e-02   5.24758585e-02   3.41013400e-03
    8.92729964e-03   2.05582514e-01]
 [  4.06700681e-04   9.01428051e-04   1.21421121e-01   7.61059229e-04
    3.76578510e-01   1.48177810e-03   4.87560779e-01   1.13486632e-04
    6.22753636e-04   1.01524973e-02]
 [  3.00360261e-03   1.01552041e-05   1.95076363e-03   1.97873334e-03
    3.43907885e-02   1.25207543e-01   7.55584300e-01   2.15203225e-04
    7.61485398e-02   1.51039613e-03]
 [  2.82678902e-01   9.04220447e-04   6.52538657e-01   3.91597822e-02
    2.25447744e-04   9.33589227e-03   1.06813563e-02   2.15745275e-03
    1.37675856e-03   9.41642094e-04]
 [  5.41106529e-05   9.86302376e-01   2.31984165e-03   3.66854388e-03
    4.91753977e-04   1.72724147e-04   3.34753859e-04   2.30855960e-03
    2.59458832e-03   1.75283768e-03]
 [  6.91777022e-05   3.56763294e-08   1.90572254e-03   5.34034825e-07
    9.35692151e-05   4.16004768e-05   9.97870445e-01   5.37844073e-07
    9.82949405e-06   8.39329459e-06]
 [  6.02520886e-04   1.04556450e-04   8.36623181e-03   9.36313346e-03
    1.19031512e-03   1.39204282e-02   4.51687956e-04   2.94684607e-04
    9.51870382e-01   1.38360998e-02]
 [  2.18223449e-05   1.57750430e-04   1.36876213e-06   8.13969993e-04
    1.21752303e-02   2.10743081e-02   1.04841492e-04   1.60725079e-02
    1.52700394e-02   9.34308112e-01]
 [  5.10927115e-04   3.28120259e-05   4.86002275e-04   9.96570289e-03
    2.04242259e-01   1.81558486e-02   3.25911766e-04   8.45350046e-03
    1.87073858e-03   7.55956292e-01]
 [  3.61895538e-04   6.23266824e-05   1.43657373e-02   9.82651174e-01
    1.26426016e-06   1.32666179e-03   1.28152260e-05   7.76700384e-04
    4.30153799e-04   1.13806755e-05]
 [  3.78070399e-04   9.65992928e-01   8.69515538e-03   2.88321637e-03
    9.39678226e-04   1.59195962e-03   3.08108353e-03   7.88076129e-03
    6.81264047e-03   1.74463133e-03]
 [  4.23409091e-03   8.03013623e-01   5.18143969e-03   5.57011273e-03
    4.31278395e-03   3.75684611e-02   1.90586615e-02   2.61866977e-03
    1.12045273e-01   6.39686361e-03]
 [  3.89589695e-04   2.80017614e-01   2.65402207e-03   2.41516680e-02
    5.90306241e-04   3.37948725e-02   1.61844815e-04   3.89688760e-01
    1.44186258e-01   1.24365032e-01]
 [  3.73238581e-03   9.25216568e-07   9.19049047e-03   6.35637407e-05
    3.34680721e-04   6.38213533e-05   9.86416578e-01   9.94301786e-07
    7.37759619e-05   1.22825688e-04]
 [  5.85100672e-04   1.01090930e-02   7.81290680e-02   6.57170773e-01
    1.46106270e-03   6.80866744e-03   1.50247081e-03   8.68164971e-02
    1.39062956e-01   1.83543377e-02]
 [  2.26132848e-04   1.43955811e-04   8.45719886e-04   8.93701799e-03
    6.33363947e-02   6.70555094e-03   2.03514239e-04   9.07632336e-03
    1.89734660e-02   8.91551971e-01]
 [  6.38622092e-04   6.12292715e-05   1.71388476e-03   2.19119102e-04
    9.12592053e-01   5.47705870e-03   1.72406510e-02   2.71275663e-03
    6.65134937e-03   5.26933968e-02]
 [  5.28609335e-01   8.79781670e-04   6.97463453e-02   1.76661611e-02
    2.04337891e-02   6.73678666e-02   2.44618863e-01   1.66150872e-02
    1.69093367e-02   1.71534661e-02]
 [  1.13519570e-02   1.22373411e-02   6.50060713e-01   5.69553673e-02
    4.17409065e-05   2.42302641e-02   5.32915741e-02   8.72926248e-05
    1.91709563e-01   3.41453488e-05]
 [  3.66284366e-04   1.06287707e-05   1.50255300e-03   7.11806631e-03
    2.16178276e-04   4.22399491e-01   1.71100473e-04   3.96983139e-03
    5.62839806e-01   1.40612817e-03]
 [  4.32654209e-02   6.12724619e-03   6.84619486e-01   2.72061583e-02
    3.20939086e-02   8.92105978e-03   3.20870383e-03   1.50295034e-01
    1.09353531e-02   3.33275422e-02]
 [  1.25280767e-05   9.90056396e-01   5.59992157e-04   2.55396334e-03
    1.17253519e-04   1.90156323e-04   1.59831092e-04   2.26139626e-03
    2.67751748e-03   1.41124462e-03]
 [  2.02814583e-02   8.01071990e-03   7.87063688e-03   7.23621309e-01
    4.43232828e-04   1.45527273e-01   3.15268204e-04   4.16505412e-04
    9.20110941e-02   1.50251586e-03]
 [  9.43511426e-01   1.66727148e-07   4.08110092e-04   2.21050940e-02
    2.60198340e-05   1.48538556e-02   2.44351366e-04   6.47885725e-03
    8.04920122e-03   4.32322966e-03]
 [  8.65798327e-04   5.18591667e-04   1.46460962e-02   5.80685819e-03
    6.76021278e-02   5.12788771e-03   8.31725836e-01   3.84777435e-03
    5.63468784e-02   1.35122212e-02]
 [  1.55652198e-03   1.05753379e-05   2.67809443e-03   4.51589422e-03
    1.19877153e-03   6.71785511e-03   1.50386954e-03   6.55335258e-04
    9.72987413e-01   8.17578193e-03]
 [  6.98166667e-03   1.61265843e-02   2.75984011e-03   1.63558945e-01
    1.40738403e-02   4.31644559e-01   1.10674798e-02   1.98726971e-02
    2.06363410e-01   1.27550960e-01]
 [  2.13772713e-04   4.46454855e-03   1.69911218e-04   3.04664881e-03
    4.65763296e-04   1.70597655e-03   2.55779105e-05   9.27879512e-01
    3.69923469e-03   5.83290420e-02]
 [  9.89795744e-01   1.08975149e-08   7.34841960e-05   7.32647604e-05
    3.23265726e-06   9.85378958e-03   8.30527060e-05   9.03820637e-06
    9.02021420e-05   1.82187869e-05]
 [  8.80116642e-01   7.90154900e-07   1.27907057e-04   4.69391001e-04
    4.24833524e-06   1.17550150e-01   5.93302480e-04   3.89325520e-04
    7.22214987e-04   2.59856952e-05]
 [  1.35871946e-04   5.37656451e-05   9.70612884e-01   1.62242190e-03
    6.59519865e-04   1.19366916e-04   2.59003285e-02   9.67686560e-07
    8.84085079e-04   1.07303049e-05]
 [  1.41844908e-02   3.34770739e-04   4.78869863e-02   6.52573945e-04
    6.24634027e-02   1.68831460e-03   8.60970259e-01   3.64023232e-04
    4.87696985e-03   6.57822331e-03]
 [  4.44200588e-03   8.59119336e-06   9.62424695e-01   1.07560586e-03
    2.37444619e-04   2.69560933e-05   3.14422324e-02   2.43476802e-06
    3.18961014e-04   2.11453316e-05]
 [  7.16111026e-05   9.83557582e-01   5.14827296e-03   4.03588824e-03
    1.60612268e-04   5.90920390e-04   1.10141712e-03   1.31909444e-03
    3.44633474e-03   5.68338961e-04]
 [  1.57746763e-05   2.38780957e-03   4.25470760e-04   5.80688647e-05
    9.28267121e-01   5.76679269e-03   9.11316834e-03   1.07735256e-03
    1.08258296e-02   4.20627110e-02]
 [  1.52973545e-04   7.77694106e-04   5.06510201e-04   4.57354356e-03
    1.52336434e-01   5.57841100e-02   2.65857740e-03   1.07605718e-02
    2.14468725e-02   7.51002729e-01]
 [  2.71996297e-03   3.23524728e-05   1.58520951e-03   2.36467551e-03
    2.09734797e-01   3.34149995e-03   5.03823441e-03   1.22461803e-02
    2.78535346e-03   7.60151744e-01]
 [  2.37805521e-04   6.34354015e-04   9.74988282e-01   1.95173230e-02
    6.09799812e-04   6.72379741e-04   1.69167772e-03   2.07140532e-04
    1.18785002e-03   2.53333972e-04]
 [  1.41857099e-02   1.21036032e-03   9.07039523e-01   4.86147031e-02
    2.11157897e-07   2.35814322e-03   5.21841168e-04   1.52064720e-04
    2.59002671e-02   1.73139888e-05]
 [  1.41283075e-04   1.25308405e-04   1.17319607e-04   8.89271731e-04
    7.90317893e-01   5.49967494e-03   3.20237619e-03   1.96113549e-02
    3.15920338e-02   1.48503453e-01]
 [  1.27511786e-03   4.14931623e-04   2.39933636e-02   2.21114577e-04
    1.13049159e-02   8.56203586e-03   9.51189876e-01   9.75430157e-06
    2.72536790e-03   3.03575682e-04]
 [  9.43094074e-06   1.11246074e-04   9.99183476e-01   1.84169738e-04
    4.10383791e-06   3.51704466e-06   4.55878791e-04   1.08913991e-06
    4.67180143e-05   4.71905594e-07]
 [  6.38600707e-01   7.91572500e-04   8.62845257e-02   7.19112298e-03
    1.12863583e-03   9.66215227e-03   1.86645314e-01   5.03956748e-04
    6.79950491e-02   1.19687000e-03]
 [  4.76109359e-04   9.25391123e-06   1.76426210e-03   1.77118316e-04
    9.47414398e-01   1.13035261e-03   2.07419135e-02   3.18782730e-03
    2.47337483e-03   2.26254296e-02]
 [  3.44545660e-05   9.80998099e-01   5.49888751e-03   3.67925130e-03
    1.63910954e-04   6.17760816e-04   1.95726776e-03   3.99226992e-04
    6.27901312e-03   3.71894130e-04]
 [  3.75347707e-04   9.99572512e-06   5.37641579e-03   2.06653140e-02
    1.82693184e-05   9.30853840e-03   1.61126794e-04   1.09684095e-03
    9.62622285e-01   3.65934247e-04]
 [  5.26515360e-05   8.27656368e-06   3.21960433e-05   1.87605860e-06
    9.65361595e-01   3.06182262e-03   1.12792803e-03   2.29449407e-03
    3.38651030e-03   2.46726889e-02]
 [  8.54884274e-03   4.58887953e-04   3.71070392e-03   1.07638083e-01
    3.59656550e-02   3.41994166e-01   3.09848823e-02   3.52235581e-03
    3.13511640e-01   1.53664753e-01]
 [  3.16101220e-03   1.81853975e-05   7.77543429e-03   1.37266284e-02
    2.73254630e-03   2.32989760e-03   4.67267091e-04   8.64709020e-01
    5.25663123e-02   5.25136739e-02]
 [  1.17244720e-02   1.53568158e-06   5.41358888e-02   1.69754421e-04
    1.78472066e-04   1.38068615e-04   9.33022439e-01   7.68314021e-06
    3.21356085e-04   3.00327694e-04]
 [  2.27454002e-03   3.32898810e-03   1.37640145e-02   8.44484448e-01
    3.28716153e-04   9.29059386e-02   8.43016710e-03   1.21791789e-03
    3.06247547e-02   2.64043873e-03]
 [  2.80473202e-01   1.72896205e-06   3.16663994e-03   1.25243457e-03
    1.70559566e-02   1.17601277e-02   5.74234053e-02   4.93179709e-01
    1.13226324e-02   1.24364257e-01]
 [  8.10192153e-03   1.47522758e-06   7.38405215e-05   4.75077803e-04
    4.53508310e-02   3.68310465e-03   1.04800718e-04   3.67592238e-02
    1.19075840e-02   8.93542111e-01]
 [  2.41588475e-03   6.85988739e-02   8.83692596e-03   2.07928233e-02
    2.62436531e-02   2.54711453e-02   6.63557589e-01   1.24983415e-02
    1.37156948e-01   3.44279110e-02]
 [  8.63605528e-04   9.20091450e-01   1.53941400e-02   1.51718259e-02
    6.97130978e-04   4.20547277e-03   4.55592293e-03   6.43034000e-03
    3.03624384e-02   2.22756551e-03]
 [  1.38024461e-05   2.11665315e-06   3.93507187e-04   5.12513070e-05
    9.96425807e-01   1.33667258e-04   5.29141689e-04   3.28666247e-05
    1.29926921e-04   2.28794012e-03]
 [  2.00262177e-03   8.31740499e-01   3.14052589e-02   6.42606169e-02
    1.56481241e-04   5.58866560e-03   9.67138447e-04   6.31495751e-03
    4.88740318e-02   8.68977234e-03]
 [  4.63112228e-04   1.69875770e-04   9.76982294e-04   1.57387450e-03
    9.14999962e-01   2.10110713e-02   2.04114430e-03   1.28762275e-02
    2.34692246e-02   2.24185362e-02]
 [  2.63803988e-03   2.64712777e-02   6.35661511e-03   7.41231322e-01
    4.84601405e-05   3.80542465e-02   7.52513064e-04   2.47251382e-03
    1.75710618e-01   6.26446865e-03]
 [  4.95192483e-02   1.56426895e-03   1.85845643e-02   8.98882687e-01
    1.71186039e-05   2.21290067e-02   8.79419735e-04   1.19143189e-03
    7.05617107e-03   1.75904061e-04]
 [  6.07597758e-04   2.11897990e-04   2.64029863e-04   5.73308999e-03
    1.56323204e-03   8.72891992e-02   1.10354798e-03   5.71812550e-03
    8.78180146e-01   1.93291418e-02]
 [  1.53189903e-04   8.74528755e-03   1.51912507e-03   8.10910046e-01
    6.30538911e-03   3.04250363e-02   3.57307057e-04   2.93650553e-02
    9.77944657e-02   1.44251641e-02]
 [  3.42484354e-03   4.46134109e-05   9.81718540e-01   5.34676248e-03
    3.96557607e-06   4.50435793e-04   7.92989321e-03   8.72137207e-07
    1.07745396e-03   2.59481681e-06]
 [  6.27488538e-04   1.64097697e-02   1.93459319e-03   1.25101702e-02
    3.16051453e-01   4.25623124e-03   2.05837609e-03   1.46221220e-01
    4.89718914e-02   4.50958818e-01]
 [  2.78785417e-04   5.52041456e-04   2.85533519e-04   9.93287623e-01
    3.57126282e-06   2.44336808e-03   1.49326770e-05   2.83751957e-04
    2.62123533e-03   2.29276673e-04]
 [  2.39187124e-04   9.69447732e-01   6.58163056e-03   7.23113073e-03
    3.48638714e-04   7.81763112e-04   2.79300753e-03   1.03262591e-03
    1.02286432e-02   1.31549523e-03]
 [  8.23897868e-03   3.28761265e-02   5.18915243e-03   6.93614483e-02
    5.24048833e-03   2.25951299e-01   8.38479307e-03   7.62577076e-03
    5.49964249e-01   8.71677026e-02]
 [  2.23401096e-03   1.07551906e-02   1.19001009e-01   6.64775670e-02
    6.17232658e-02   2.08489336e-02   4.75548021e-02   4.02194470e-01
    6.69628754e-02   2.02247903e-01]]
INFO:tensorflow:probabilities = [[  3.32661089e-03   1.67556136e-04   1.12658170e-04   3.33430222e-03
    1.99395069e-03   1.79084614e-02   6.27258487e-05   8.19376707e-01
    5.74698579e-03   1.47970051e-01]
 [  1.63835920e-02   2.91912556e-06   1.06807072e-02   1.26742700e-04
    2.09992705e-03   2.99514388e-04   9.67716634e-01   1.05397203e-05
    2.25384720e-03   4.25667793e-04]
 [  2.05425080e-04   9.54417586e-01   2.93186540e-03   2.38324776e-02
    8.39925429e-04   2.01475830e-03   8.52750498e-04   6.71486137e-03
    5.29880403e-03   2.89162807e-03]
 [  3.96181204e-05   1.67117178e-05   1.53733452e-03   1.88459308e-05
    2.30155158e-04   2.76771134e-05   9.98031437e-01   2.00116756e-06
    5.77512074e-05   3.83773768e-05]
 [  9.70238805e-01   1.55055344e-10   1.19954757e-05   6.10017742e-05
    3.55222738e-07   2.93558557e-02   6.87093689e-06   7.93306299e-06
    3.11893731e-04   5.35059644e-06]
 [  8.09292251e-04   1.12405069e-05   5.66999801e-03   1.91198550e-02
    1.16549648e-01   6.56891288e-03   3.45439970e-04   2.65168231e-02
    1.51400855e-02   8.09268773e-01]
 [  1.86074903e-04   1.63861216e-04   8.58994387e-03   9.02300514e-03
    2.42110923e-01   3.57367913e-03   6.03366178e-03   3.04713901e-02
    3.43356580e-02   6.65511787e-01]
 [  9.97815013e-01   1.67316117e-09   2.63536458e-05   2.82852943e-06
    6.94826781e-07   2.03913380e-03   2.99061394e-05   1.57041122e-05
    6.82720492e-05   2.07790185e-06]
 [  3.97928385e-03   3.62497233e-02   8.80603075e-01   1.99499615e-02
    4.74978762e-04   2.34583579e-03   1.69111975e-02   2.45211506e-03
    3.51696759e-02   1.86404015e-03]
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    1.17358631e-02   5.10832388e-03]
 [  5.43632370e-04   9.32970271e-02   2.74316943e-03   8.42377171e-02
    1.49961200e-03   5.68831200e-03   1.20113767e-03   6.18252099e-01
    4.36219908e-02   1.48915261e-01]
 [  1.45072918e-04   2.99924693e-07   5.12238243e-04   3.54670556e-05
    1.90021435e-03   7.27400184e-05   9.96965230e-01   2.46248983e-05
    9.68916938e-05   2.47277494e-04]
 [  4.25841863e-05   1.75286295e-05   5.73653524e-05   5.12190963e-05
    9.66195405e-01   2.22612551e-04   2.24524192e-04   6.14793331e-04
    2.83257861e-04   3.22906710e-02]
 [  9.42986444e-05   2.79855682e-03   9.11378443e-01   1.30717224e-02
    4.03885169e-05   4.74717410e-04   1.57510128e-03   6.87553268e-03
    6.35790154e-02   1.12085203e-04]
 [  2.21820315e-04   4.53327539e-06   9.83728707e-01   1.41024878e-02
    8.26617054e-07   1.52169581e-04   1.13239698e-03   2.16756249e-04
    4.17824136e-04   2.25363437e-05]
 [  5.15335589e-04   1.34409845e-01   1.77157074e-02   4.12124455e-01
    3.63901742e-02   2.25662217e-01   1.24951527e-02   3.62815633e-02
    8.97692516e-02   3.46362367e-02]
 [  5.12755275e-01   1.64437413e-04   3.56552228e-02   2.65082419e-02
    1.40513957e-03   4.49019969e-02   9.06926617e-02   2.55221879e-04
    2.81732827e-01   5.92898810e-03]
 [  9.79588553e-03   8.64156988e-03   3.72770405e-03   5.45924008e-02
    4.14157985e-03   2.14758053e-01   1.51882265e-02   4.96810186e-04
    6.86170459e-01   2.48732348e-03]
 [  3.90614546e-03   9.05453786e-03   1.12197949e-02   7.48142242e-01
    1.03891501e-03   1.88662842e-01   4.76286327e-03   9.80128441e-03
    1.71834640e-02   6.22783368e-03]
 [  3.96378658e-04   9.74881411e-01   6.42501004e-03   2.70935730e-03
    7.73623178e-05   1.57397217e-03   2.01123464e-03   4.54069785e-04
    1.12109650e-02   2.60128552e-04]
 [  3.90251609e-03   7.88972080e-02   1.99344829e-02   5.02731949e-02
    1.29078090e-01   2.07885522e-02   1.22257965e-02   1.28208235e-01
    6.42268360e-02   4.92465019e-01]]
INFO:tensorflow:global_step/sec: 164.819
INFO:tensorflow:loss = 0.387774, step = 3201
INFO:tensorflow:probabilities = [[  9.95132148e-01   8.48975148e-08   4.17182455e-04   3.33257369e-04
    2.04924618e-06   1.92852516e-03   1.03226525e-03   8.38919459e-06
    1.08510011e-03   6.09136951e-05]
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    1.66923099e-04   5.46988985e-03   7.98372179e-03   1.52983225e-03
    9.70216875e-04   9.64051986e-04]
 [  8.52901340e-01   1.37456473e-05   1.08955486e-03   8.84354673e-03
    3.03086363e-05   7.31638353e-03   2.11073402e-02   4.02898149e-04
    1.05003312e-01   3.29156406e-03]
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    5.24945150e-04   7.72785163e-03   1.03662359e-02   1.93320233e-02
    5.07300347e-03   2.82564037e-03]
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    3.71232629e-03   7.12046102e-02   1.09512592e-04   6.41391426e-02
    3.22937548e-01   8.90332013e-02]
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    3.65846828e-02   4.43493649e-02]
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    1.99053492e-02   2.79112230e-03   5.15392931e-05   7.91967094e-01
    4.12334176e-03   1.76873609e-01]
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    9.47285851e-04   1.07894696e-01   3.53382677e-02   6.67660171e-03
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    6.63811624e-01   7.40494719e-03   1.15073003e-01   5.79915149e-03
    1.12279933e-02   4.85724173e-02]
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    2.01315545e-02   8.30538943e-03]
 [  5.32989614e-02   9.61160622e-05   1.70026839e-01   3.42659978e-03
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    5.84192760e-02   7.12428649e-04]
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    7.16045965e-03   3.31811458e-02]
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    6.56779855e-04   4.45349067e-02]
 [  8.74918594e-04   6.69069542e-03   2.22889567e-03   3.83696228e-01
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    1.07874006e-01   1.70123905e-01]
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    1.65884953e-03   2.80593872e-01]
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    9.08042275e-05   7.01419488e-02]
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    3.54542248e-02   1.28978407e-02]
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    5.77261322e-04   1.47910714e-05]
 [  9.82354164e-01   1.22298545e-07   4.16681229e-04   1.14691094e-04
    2.50076801e-06   8.35895259e-03   6.82858191e-03   1.88833528e-05
    1.86852773e-03   3.70226844e-05]
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    6.65347470e-05   1.50103271e-01   1.56078441e-03   3.09045659e-03
    1.17979031e-02   7.21748034e-03]
 [  1.74513794e-02   1.32554787e-05   5.92680089e-03   4.26285744e-01
    1.39230024e-05   1.41998649e-01   4.45350852e-05   4.42290083e-02
    3.51561844e-01   1.24747725e-02]
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    1.13117948e-01   3.48621011e-01]
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    4.63089178e-04   6.14446122e-03]
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 [  3.07045149e-04   1.30215776e-03   4.11755413e-01   1.28605356e-02
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    5.61899781e-01   1.29454147e-05]
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    4.33580833e-04   1.07318647e-01   2.56157434e-03   3.23629635e-03
    1.50466170e-02   4.12610034e-03]
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    1.13120927e-06   2.03755000e-04   1.45737446e-04   2.11594124e-05
    5.64196100e-03   2.35512084e-06]
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    4.77874994e-01   1.69391483e-02   4.75814492e-02   2.65133642e-02
    7.02580214e-02   3.14452112e-01]
 [  1.64990033e-05   4.90270613e-04   9.62981630e-06   8.06600670e-04
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 [  8.94665020e-04   3.65214291e-05   1.80869451e-04   7.05896784e-03
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    2.48233118e-04   1.67476304e-03]
 [  1.11339765e-03   9.95357368e-07   2.54900962e-01   2.81495601e-03
    2.26525813e-01   3.14587523e-04   4.19970393e-01   5.59239499e-02
    3.04671656e-02   7.96781667e-03]
 [  6.85320795e-02   2.10610233e-04   3.05667520e-01   1.18439950e-01
    3.54744797e-03   3.33094643e-03   4.81477827e-01   1.55487785e-03
    9.33134556e-03   7.90741760e-03]
 [  2.66266579e-05   3.28519059e-06   2.06919224e-03   9.84388607e-05
    9.74863291e-01   1.77252409e-03   1.81168527e-03   8.80206295e-04
    2.91127292e-03   1.55635979e-02]
 [  6.81612827e-03   8.44582610e-05   4.65654768e-04   1.86608106e-01
    1.71685498e-03   7.03307629e-01   7.67230289e-04   1.47993444e-02
    6.30654991e-02   2.23692060e-02]
 [  7.66933663e-05   1.68642626e-04   2.61973273e-05   1.79427839e-03
    2.00016245e-01   6.26038015e-03   4.87473386e-04   1.46933238e-03
    9.61756241e-03   7.80083179e-01]
 [  1.24336174e-02   2.95898272e-03   8.35925519e-01   5.72289806e-03
    9.97320469e-03   5.02008200e-03   9.53763202e-02   2.04765220e-05
    3.11543066e-02   1.41471450e-03]
 [  1.87601848e-03   2.43924499e-01   5.71105815e-03   4.42777500e-02
    9.22659005e-04   2.17538904e-02   4.23886580e-03   2.46851742e-02
    6.33414805e-01   1.91951785e-02]
 [  9.07554931e-04   1.47565966e-04   9.29050788e-04   9.91253674e-01
    2.32487537e-06   2.70083523e-03   5.48180760e-05   2.53019505e-04
    3.67890275e-03   7.23675184e-05]
 [  2.61896203e-04   1.09281653e-04   1.81585133e-01   2.03005448e-02
    9.78753194e-02   5.20630404e-02   2.23965392e-01   7.34147150e-03
    3.92872244e-01   2.36256626e-02]
 [  2.36274605e-03   9.47037805e-03   4.99045523e-03   3.26218545e-01
    4.31411015e-03   6.24320880e-02   3.80246271e-03   1.36482541e-03
    5.41150689e-01   4.38937135e-02]
 [  1.24556072e-06   1.13408401e-04   9.88581121e-01   7.82909570e-04
    1.02693946e-06   6.51129142e-07   1.05154244e-02   6.17285281e-08
    3.85403791e-06   1.40655345e-07]
 [  1.25576742e-03   8.85390580e-01   2.26134155e-02   1.67526361e-02
    3.47800599e-03   7.19141169e-03   2.36671939e-02   1.50000229e-02
    2.08624024e-02   3.78872594e-03]
 [  1.96392462e-03   4.07589076e-04   3.34700826e-03   1.90980993e-02
    7.81171431e-04   8.18557944e-03   1.73239634e-04   4.26312583e-03
    9.54107106e-01   7.67309591e-03]
 [  4.39506583e-02   4.24059654e-05   6.52336574e-04   1.86797064e-02
    3.60203274e-02   6.80140853e-02   2.32452294e-03   2.25888461e-01
    2.40919609e-02   5.80335498e-01]
 [  1.02528138e-03   4.23092395e-03   1.39464727e-02   2.55981367e-02
    1.08627626e-03   8.22024699e-03   1.80402899e-03   7.99549918e-04
    9.32766318e-01   1.05227288e-02]
 [  2.37604108e-04   9.69469130e-01   6.15357282e-03   3.44772893e-03
    6.18174672e-04   2.02278444e-03   5.18454192e-03   2.03909259e-03
    7.67090544e-03   3.15626757e-03]
 [  3.24929570e-04   4.69090883e-03   1.78187862e-02   6.87817633e-01
    4.26355936e-03   1.66668147e-02   7.96704926e-03   4.31718351e-03
    2.40098417e-01   1.60347223e-02]
 [  1.82075801e-05   9.86555576e-01   2.28601950e-03   2.11753254e-03
    4.38757670e-05   4.89951286e-04   1.39977038e-03   3.15580022e-04
    5.32565732e-03   1.44781487e-03]
 [  1.98530179e-04   5.27253561e-03   9.50173974e-01   3.11551653e-02
    5.47049895e-05   5.81726839e-04   1.02659361e-03   1.67190260e-03
    9.75336321e-03   1.11623929e-04]
 [  4.07377491e-03   1.11933495e-03   2.10367646e-02   5.73929958e-02
    4.24865633e-04   1.71234310e-02   3.99662070e-02   2.54833343e-04
    8.56652796e-01   1.95501745e-03]
 [  1.29224792e-01   7.30309039e-05   7.07132161e-01   1.00156693e-02
    1.32008351e-03   8.39932449e-03   5.25450595e-02   8.26728283e-05
    8.68894234e-02   4.31771111e-03]
 [  6.50195498e-03   1.17470068e-03   1.72124337e-02   1.26001809e-03
    4.52314457e-03   1.50879435e-02   8.88754785e-01   3.19865358e-05
    6.41750172e-02   1.27795420e-03]
 [  3.26738256e-04   2.12946434e-05   2.43476403e-04   3.33923585e-04
    8.97711933e-01   4.54704231e-03   7.71591498e-04   1.92627180e-02
    3.77744180e-03   7.30037838e-02]
 [  5.08610643e-02   5.61292436e-05   3.56514342e-02   4.57950719e-02
    1.59461871e-02   2.72736251e-01   1.44755304e-01   2.66040284e-02
    3.32122177e-01   7.54722655e-02]
 [  4.20666963e-01   5.06957527e-04   2.32087553e-01   1.82296157e-01
    1.41045859e-03   1.45746619e-02   6.84549380e-03   1.02323361e-01
    1.41148148e-02   2.51735784e-02]
 [  1.90381669e-02   4.38352734e-01   3.66292670e-02   5.46117350e-02
    2.57722510e-04   1.86330713e-02   2.56291088e-02   4.49518295e-04
    4.02443767e-01   3.95487063e-03]
 [  3.04825971e-05   2.10483199e-06   3.30267039e-06   2.49557226e-04
    1.88507129e-05   2.17131437e-05   7.87716260e-07   9.93527353e-01
    3.07349069e-03   3.07234633e-03]
 [  6.25750516e-03   5.43583667e-07   2.06893004e-04   9.68479216e-02
    5.12925726e-06   8.68219495e-01   2.31768831e-06   2.04269585e-04
    2.81647220e-02   9.12896066e-05]
 [  5.40558758e-05   3.44850996e-04   4.19150019e-04   9.51673508e-01
    6.88729415e-06   4.25948277e-02   8.38322012e-05   7.86540622e-05
    4.70850244e-03   3.55937373e-05]
 [  1.50246145e-02   5.33409230e-03   2.69109346e-02   9.46147621e-01
    4.98606323e-06   2.00377684e-03   5.60131390e-04   1.03861159e-04
    3.78380157e-03   1.26162806e-04]
 [  8.39282293e-04   4.91125463e-03   5.41779678e-03   6.23543561e-03
    1.69355317e-03   1.04734907e-03   9.72992480e-01   7.52553824e-05
    5.01150033e-03   1.77618477e-03]
 [  1.00891288e-04   9.78823664e-05   2.22223811e-04   6.69158471e-04
    1.89133847e-04   3.58733494e-04   5.20074173e-06   9.90514874e-01
    1.65436626e-03   6.18755072e-03]
 [  3.94714356e-04   6.26510200e-06   4.36505579e-05   3.86890199e-04
    6.03424443e-04   1.46264138e-04   5.47610325e-05   9.96354818e-01
    1.65593607e-04   1.84358878e-03]]
INFO:tensorflow:probabilities = [[  1.08073046e-03   2.56287609e-03   1.17474468e-04   3.75212869e-03
    5.39518856e-02   1.33185845e-03   6.75262636e-05   3.93063091e-02
    1.66719370e-02   8.81157339e-01]
 [  1.41545595e-03   3.81513801e-03   3.83207953e-04   1.11350371e-03
    1.64100096e-01   6.17390871e-01   5.33416495e-03   1.20636011e-02
    8.17888230e-02   1.12595141e-01]
 [  7.67051315e-05   4.20146125e-06   9.98838365e-01   3.39634134e-05
    9.87367912e-07   4.30866057e-05   1.39218973e-05   1.52294248e-07
    9.85904480e-04   2.80170116e-06]
 [  1.24282800e-04   9.61816622e-05   1.91144136e-05   3.70095856e-03
    1.80358102e-03   2.70365644e-03   1.46804296e-05   5.53083420e-01
    1.20150985e-03   4.37252611e-01]
 [  3.67797259e-03   8.56447441e-04   8.55021253e-02   1.55779481e-01
    3.07395011e-02   8.63071252e-03   1.92829520e-01   7.95579422e-03
    4.97272491e-01   1.67559180e-02]
 [  2.48703896e-06   1.71609850e-06   9.88658130e-01   1.44012575e-03
    7.79304537e-05   1.71078125e-06   9.71304718e-03   1.04315882e-06
    1.01413330e-04   2.37559675e-06]
 [  5.66408178e-03   2.17208243e-03   5.13081066e-02   9.37714875e-01
    2.66729984e-07   1.55529811e-03   3.68448455e-05   7.89298385e-04
    6.42281317e-04   1.16793126e-04]
 [  8.42784648e-05   4.10244229e-06   9.69962348e-05   9.86114264e-01
    1.13302144e-06   2.11246032e-03   3.07953383e-06   1.76168466e-03
    9.78132244e-03   4.07028201e-05]
 [  1.05072465e-03   2.14940708e-04   1.41356746e-03   3.08882282e-03
    2.90631782e-04   2.05344078e-03   2.94638012e-05   9.49948430e-01
    1.33900773e-02   2.85199173e-02]
 [  9.97784793e-01   3.63824313e-07   4.29534295e-04   1.86933103e-05
    1.87853016e-06   6.72378053e-04   1.05642865e-03   9.05521972e-07
    2.52208265e-05   9.73428541e-06]
 [  2.62310787e-05   9.87970114e-01   4.12811199e-03   1.63610093e-03
    7.02930047e-05   3.37198086e-04   2.62576476e-04   7.30310043e-04
    4.70992830e-03   1.29062930e-04]
 [  9.00872255e-05   1.20115430e-06   5.00305396e-06   2.57510605e-04
    7.13873096e-03   4.46066231e-04   1.36152184e-05   8.25028300e-01
    3.50792514e-04   1.66668713e-01]
 [  1.03726122e-03   7.96522014e-04   2.85385613e-04   1.15534407e-03
    1.90573204e-02   2.79914439e-01   7.03194353e-04   3.95295173e-02
    4.15034533e-01   2.42486492e-01]
 [  7.49110617e-03   1.33991169e-04   4.50887624e-03   7.53882923e-04
    6.13027096e-01   4.53715138e-02   1.67310700e-01   6.31450908e-03
    2.71609146e-02   1.27927423e-01]
 [  4.28461097e-02   2.49348750e-06   6.45372420e-05   3.11264217e-01
    3.06407928e-05   6.11348748e-01   2.85828544e-04   1.39079904e-02
    1.77810211e-02   2.46841530e-03]
 [  9.97840762e-01   2.61746047e-09   7.01826590e-04   3.31152696e-05
    1.19020308e-06   4.37430775e-04   5.37512315e-05   8.45290604e-04
    1.08269805e-05   7.58659662e-05]
 [  1.76452493e-04   5.87305578e-04   1.11777813e-03   1.23101607e-04
    9.88101840e-01   1.53618515e-03   2.44748383e-03   1.51214525e-04
    1.12517539e-03   4.63343691e-03]
 [  5.02494047e-04   1.09767029e-03   1.43067946e-03   3.75836692e-03
    1.28474131e-01   3.25324084e-03   7.54735898e-03   1.76806062e-01
    3.92697379e-02   6.37860298e-01]
 [  3.11578289e-02   8.33018683e-04   8.32497317e-04   3.31625611e-01
    2.50868063e-04   6.14426136e-01   3.33960494e-03   3.43974354e-03
    1.18748453e-02   2.21986696e-03]
 [  2.32375562e-04   9.67826843e-01   1.51811843e-03   5.51748835e-03
    4.58933355e-04   2.08122912e-03   1.09049282e-03   2.18040030e-03
    1.53299514e-02   3.76410200e-03]
 [  2.08279490e-03   2.76003801e-03   2.04166584e-03   5.47776930e-02
    1.48246647e-03   6.51446953e-02   2.36306968e-03   2.57408824e-02
    7.87785351e-01   5.58212288e-02]
 [  3.63032632e-02   1.76411224e-04   1.40365940e-02   7.56100863e-02
    4.74815897e-04   3.34937990e-01   9.00867803e-04   3.65200825e-03
    5.01941741e-01   3.19663063e-02]
 [  2.05552857e-03   3.47501226e-03   3.12708169e-02   1.74780504e-03
    2.15887912e-02   4.71969042e-03   8.95192027e-01   6.15386351e-04
    2.86271069e-02   1.07078347e-02]
 [  2.84117297e-04   2.57670060e-02   2.99939327e-03   1.23471152e-02
    8.18761960e-02   3.54655343e-03   2.65815924e-03   5.43572903e-01
    7.21675977e-02   2.54780978e-01]
 [  2.40490772e-04   9.38091338e-01   3.17393942e-03   5.07392408e-03
    9.99291777e-04   1.09832129e-03   3.31793213e-03   2.51365472e-02
    1.57936718e-02   7.07455724e-03]
 [  2.80558888e-04   2.51821950e-02   4.99501795e-01   2.52123892e-01
    4.57775891e-02   9.61869955e-03   5.04141022e-03   6.82815015e-02
    2.02194750e-02   7.39728957e-02]
 [  3.30184447e-03   6.08657101e-05   7.04220822e-03   2.50831284e-02
    5.06873126e-04   5.51331975e-02   6.02053886e-04   4.29352606e-03
    8.96909773e-01   7.06650829e-03]
 [  5.27063792e-04   4.51312104e-07   9.99048889e-01   1.00688441e-04
    2.91460708e-07   1.13710951e-06   2.43645234e-04   1.03285493e-06
    7.64821307e-05   3.57696507e-07]
 [  8.56459856e-01   6.97350686e-07   4.72980872e-04   1.30049221e-03
    5.34777902e-03   7.51183555e-02   4.47351523e-02   8.57018679e-03
    5.49167348e-03   2.50272593e-03]
 [  1.50010763e-02   2.65355493e-06   9.24344242e-01   3.06126885e-02
    1.77551083e-05   6.12056057e-04   1.70943085e-02   3.75762215e-06
    1.23077510e-02   3.78749814e-06]
 [  9.95356262e-01   2.09881529e-10   1.74019606e-05   9.96491144e-05
    2.41105642e-08   4.51129163e-03   4.95512495e-07   7.73956799e-06
    4.14194938e-06   2.92363416e-06]
 [  2.18089062e-05   2.22280851e-05   9.92434919e-01   3.16318381e-03
    4.84566772e-06   2.44550920e-05   3.70922918e-03   5.32478327e-04
    7.40831601e-05   1.27316644e-05]
 [  5.76428603e-04   9.82753634e-01   2.29806732e-03   3.12722265e-03
    7.80202099e-04   1.11998897e-03   6.87920081e-04   1.79862033e-03
    4.41808719e-03   2.43980507e-03]
 [  1.30068377e-01   2.08269903e-05   1.99805740e-02   4.13037045e-03
    7.51409493e-03   1.37130365e-01   6.84030175e-01   4.81096329e-03
    9.62698460e-03   2.68732104e-03]
 [  1.21681090e-03   5.30634940e-01   1.25150308e-02   1.45222515e-01
    7.99618848e-03   4.67191115e-02   2.83887126e-02   1.76207162e-02
    1.88931987e-01   2.07540262e-02]
 [  2.18988601e-02   1.11294293e-03   1.97935149e-01   5.34988105e-01
    1.48685765e-03   8.73527303e-03   7.07606040e-03   1.61643982e-01
    2.64524594e-02   3.86702716e-02]
 [  1.40840211e-03   3.62045277e-04   3.12291924e-03   4.10575941e-02
    2.89185933e-04   1.84264239e-02   1.92441221e-04   1.62269978e-03
    9.31015611e-01   2.50266097e-03]
 [  7.62956799e-04   1.93470460e-03   7.23192990e-01   1.73516776e-02
    2.35269722e-02   1.61273079e-03   2.25135937e-01   8.53291494e-05
    4.57752729e-03   1.81904680e-03]
 [  4.09927905e-01   6.24882960e-05   1.13494761e-01   4.71818261e-02
    9.60899051e-04   1.04754232e-01   3.37067759e-03   8.80560949e-02
    1.90179899e-01   4.20113169e-02]
 [  3.95502779e-04   2.38667848e-03   4.16085601e-01   3.79184773e-03
    1.96845084e-01   6.37657125e-04   3.46952260e-01   3.49865295e-04
    1.03511233e-02   2.22042892e-02]
 [  9.95782614e-01   7.64985497e-09   1.83459226e-04   4.68528713e-04
    5.34975243e-07   3.39926640e-03   1.10937755e-04   3.72067802e-06
    3.99800811e-05   1.09766079e-05]
 [  1.47457505e-02   3.19121405e-04   2.51585189e-02   3.23738903e-02
    2.38134031e-04   8.77905488e-01   1.54377846e-02   3.61726794e-04
    3.32437828e-02   2.15747423e-04]
 [  6.70927635e-04   8.89603972e-01   7.59132653e-02   7.93307927e-03
    4.44657588e-03   1.36164494e-03   2.02927459e-03   4.19202214e-03
    1.26684979e-02   1.18067383e-03]
 [  5.24841016e-06   4.97044821e-05   5.23216586e-05   4.87644546e-04
    1.17780633e-01   2.05651810e-03   1.24851038e-04   5.90309687e-03
    1.12493965e-03   8.72415006e-01]
 [  1.04873476e-03   1.10132468e-03   2.35513574e-03   6.95828378e-01
    1.11725423e-02   1.62619427e-01   8.26629112e-04   7.96956345e-02
    1.83186885e-02   2.70335190e-02]
 [  1.88117120e-02   1.34394364e-02   3.64971012e-01   2.60518223e-01
    1.83062264e-04   1.85712129e-02   4.41744644e-03   2.83709895e-02
    2.90094852e-01   6.22057123e-04]
 [  2.89525269e-06   8.15035582e-06   5.25338291e-05   3.92534857e-04
    3.36089352e-06   6.59645520e-05   1.23731837e-07   9.97131944e-01
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    1.25472853e-02   7.88549718e-04]
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    2.14517946e-04   5.07206656e-03]
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    1.33181453e-01   2.81563252e-01]
 [  6.16877060e-06   5.28747023e-06   1.28935411e-04   2.88220239e-03
    1.52254026e-04   2.58284941e-04   3.95634652e-06   9.88937736e-01
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 [  2.39741933e-02   3.23847272e-02   1.76737711e-01   1.33137554e-01
    9.61982878e-05   2.10865047e-02   2.86168710e-04   1.66010496e-03
    6.07967317e-01   2.66948994e-03]]
INFO:tensorflow:global_step/sec: 162.643
INFO:tensorflow:loss = 0.37555, step = 3301
INFO:tensorflow:probabilities = [[  9.71655129e-04   4.51970773e-05   1.22046685e-02   1.67235043e-02
    1.55223621e-04   4.32823226e-03   1.62737980e-03   4.72629414e-04
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    9.46024805e-03   5.65171987e-03]
 [  3.58055495e-02   3.63144162e-03   8.60350579e-02   2.52392497e-02
    2.67219562e-02   4.69096079e-02   5.43132126e-01   7.57832173e-03
    2.11984396e-01   1.29623590e-02]
 [  3.39657912e-04   1.44351169e-03   9.86559629e-01   4.09198646e-03
    4.15493123e-05   1.44407488e-04   7.32578104e-04   6.68839493e-04
    5.91612654e-03   6.17595215e-05]
 [  1.84270414e-03   8.68409932e-01   3.95192876e-02   3.69468369e-02
    1.11498060e-02   1.68404691e-02   6.44402159e-03   1.14048517e-03
    1.62090622e-02   1.49732339e-03]
 [  2.50880746e-03   9.48161352e-03   1.96598452e-02   3.99204530e-02
    7.40992324e-03   8.89879242e-02   3.12047694e-02   6.36853161e-04
    7.96853483e-01   3.33629455e-03]
 [  1.01586909e-03   7.87847936e-01   5.10795712e-02   2.85862628e-02
    1.58238853e-03   2.33891420e-03   2.79875100e-02   9.67812783e-04
    9.53092873e-02   3.28439334e-03]
 [  1.36894514e-05   9.61971283e-01   2.32545310e-03   8.23265780e-03
    1.10392401e-03   4.36227955e-03   1.39690819e-03   3.84334265e-03
    1.39980530e-02   2.75260815e-03]
 [  2.28113087e-04   7.80058836e-05   4.36191804e-05   4.10680939e-03
    2.82690138e-01   8.72206315e-03   1.82006595e-04   3.11103076e-01
    1.02634402e-03   3.91819954e-01]
 [  7.61842122e-04   2.33274886e-06   1.97837609e-04   2.39333298e-04
    8.30316246e-01   9.89904348e-03   4.34581219e-04   4.56170104e-02
    6.06038095e-03   1.06471442e-01]
 [  2.55711318e-04   1.94605047e-04   2.91213539e-04   1.70288477e-04
    1.58116847e-04   1.03322917e-03   7.39670440e-06   9.67161298e-01
    7.97594956e-04   2.99304649e-02]
 [  2.42208844e-05   9.94196296e-01   7.44249031e-04   9.29495436e-04
    4.34957219e-05   1.17215677e-04   4.36233997e-04   2.83109955e-04
    2.60666525e-03   6.18891092e-04]
 [  1.13273682e-02   1.97343805e-04   1.75745096e-02   7.33190119e-01
    1.68276429e-02   1.34745240e-01   2.12307796e-02   2.60701589e-03
    4.37652096e-02   1.85347889e-02]
 [  2.79380963e-03   3.86127998e-04   1.34809157e-02   7.67832529e-03
    2.35231444e-01   5.75041538e-03   6.66596275e-03   2.45713890e-02
    1.33315027e-02   6.90110147e-01]
 [  2.32460065e-04   4.24343860e-03   7.08396137e-02   9.21068847e-01
    2.19281310e-06   1.03160518e-03   8.13924707e-05   1.18305587e-04
    2.35129008e-03   3.09322495e-05]
 [  9.92696524e-01   1.01380575e-08   1.03197262e-05   1.02082806e-04
    5.83490873e-07   7.14328093e-03   6.03970147e-06   1.15406165e-05
    1.20628192e-05   1.75508667e-05]
 [  1.64880345e-04   2.25815121e-02   3.84960212e-02   6.92076399e-04
    3.39000747e-02   5.60431683e-04   8.90580714e-01   1.95783159e-05
    1.25941988e-02   4.10571723e-04]
 [  6.15541416e-04   1.39366588e-04   8.97150159e-01   9.58051719e-03
    1.81131978e-02   4.14402602e-04   5.83585203e-02   2.15209457e-05
    1.46125918e-02   9.94003029e-04]
 [  9.43561643e-03   6.40479894e-03   7.33273923e-02   3.28105409e-03
    3.38842943e-02   9.55023803e-03   8.53438318e-01   2.27113022e-04
    7.18773250e-03   3.26347677e-03]
 [  4.23749501e-04   9.62368011e-01   2.27469765e-03   5.33165876e-03
    9.73775095e-05   5.30579477e-04   7.84561562e-04   6.17364130e-04
    2.60553267e-02   1.51650049e-03]
 [  2.52853613e-03   2.17198394e-05   7.65867571e-06   1.47337292e-03
    5.98636863e-04   3.49024194e-03   1.14850782e-05   8.13024640e-01
    8.66210787e-04   1.77977458e-01]
 [  2.45867670e-02   5.40081978e-01   1.12709753e-01   4.92959395e-02
    3.67245637e-02   2.37517338e-02   5.40374741e-02   1.63105596e-02
    9.95986387e-02   4.29026634e-02]
 [  6.39417907e-04   9.56027091e-01   3.44648422e-03   4.28432599e-03
    1.72850757e-03   1.90413999e-03   4.58719442e-03   4.66761133e-03
    1.64682772e-02   6.24672556e-03]
 [  5.75206614e-05   1.00998941e-05   5.38402935e-04   2.58878892e-04
    9.21521962e-01   2.52272555e-04   1.45337330e-02   3.94631759e-04
    2.34902021e-03   6.00836165e-02]
 [  1.24978967e-01   4.01199562e-03   5.03984466e-02   4.49367873e-02
    6.19759550e-04   8.12157840e-02   2.88403849e-03   1.36102894e-02
    6.65930510e-01   1.14134168e-02]
 [  2.24831956e-03   7.41543295e-03   3.80295067e-04   2.97444705e-02
    4.38714214e-02   2.67781708e-02   1.70341053e-03   1.70022056e-01
    2.77873017e-02   6.90049112e-01]
 [  3.86633426e-02   1.74378067e-06   2.18537971e-02   5.47000706e-01
    9.51936599e-05   1.57389447e-01   1.30430737e-04   4.00899202e-02
    1.82308912e-01   1.24665126e-02]
 [  5.14392443e-02   2.55851657e-04   3.07632203e-04   2.49740466e-01
    1.76398607e-05   6.08694017e-01   1.82612799e-04   4.56324145e-02
    2.98456680e-02   1.38844177e-02]
 [  2.77117011e-04   9.68822777e-01   5.31664724e-03   5.25596412e-03
    9.01304418e-04   3.25609394e-03   3.78329656e-03   1.41119095e-03
    9.05534346e-03   1.92039774e-03]
 [  8.00126791e-01   5.10866230e-04   1.52778830e-02   3.66086001e-03
    6.78420824e-04   4.77600992e-02   3.96810398e-02   1.52452639e-03
    8.64703730e-02   4.30899020e-03]
 [  1.07992615e-04   1.78033065e-06   1.13639377e-04   9.91255045e-01
    6.71186581e-06   7.17690308e-03   1.26688428e-06   6.54296018e-05
    1.13139139e-03   1.39628406e-04]
 [  4.49322211e-03   5.45503281e-04   1.44500230e-02   4.90766019e-03
    3.89268696e-02   1.78583283e-02   1.21567491e-03   3.29415739e-01
    3.64000089e-02   5.51787019e-01]
 [  1.90838464e-02   6.31274981e-03   1.44059269e-03   3.41214240e-03
    2.98547707e-02   7.69018829e-01   9.99977160e-03   1.09057054e-02
    1.02380209e-01   4.75915037e-02]
 [  3.23014065e-05   2.56890762e-05   3.16846790e-03   9.88463700e-01
    5.50834216e-07   7.48685736e-04   2.01030366e-06   5.89547504e-04
    6.95260800e-03   1.64549856e-05]
 [  8.93737316e-01   1.92639118e-06   3.06166185e-04   2.11889017e-03
    1.63139248e-05   1.81680433e-02   2.86149763e-04   4.42533492e-04
    7.85888582e-02   6.33369666e-03]
 [  3.23439273e-03   5.80314875e-01   2.21557111e-01   1.38750345e-01
    1.34314323e-04   3.52200516e-03   1.55862560e-02   4.59464453e-03
    3.11818179e-02   1.12400390e-03]
 [  9.91733074e-01   1.66253873e-08   3.05074092e-04   2.39016535e-03
    2.92979337e-07   4.03095689e-03   2.86082650e-04   7.00808378e-05
    1.11044734e-03   7.38834278e-05]
 [  7.48732924e-01   1.85290332e-06   5.29116951e-03   5.03460830e-03
    6.01341208e-06   2.36452818e-01   1.44713442e-03   4.04098682e-05
    2.91754096e-03   7.57242306e-05]
 [  2.02276322e-04   4.72654775e-02   1.03432115e-03   1.40705602e-02
    2.35194638e-02   5.94185852e-03   4.45024634e-04   1.01382993e-01
    3.86999734e-02   7.67438114e-01]
 [  2.66312069e-04   6.52692805e-04   3.14777973e-03   1.55304112e-02
    8.16329539e-01   1.01300934e-02   3.32278921e-03   3.24245542e-02
    4.46234923e-03   1.13733493e-01]
 [  7.62167387e-04   1.65581554e-02   7.97137618e-02   7.86002800e-02
    5.01269698e-02   7.08235502e-02   7.33418092e-02   4.19456186e-03
    6.06047153e-01   1.98315363e-02]
 [  1.07034408e-04   5.75817074e-04   2.34069521e-04   1.48304477e-02
    6.90061212e-01   7.69535918e-03   2.42479728e-03   1.45090139e-02
    5.84838586e-03   2.63713896e-01]
 [  5.10371647e-05   2.81571101e-05   1.77924652e-04   9.88980532e-01
    1.71151373e-06   7.32681481e-03   3.79547964e-06   4.72070642e-05
    3.34418006e-03   3.86056781e-05]
 [  2.58894026e-04   8.76416278e-04   4.77981428e-03   5.81277721e-03
    5.38167775e-01   1.13225980e-02   8.53225123e-03   9.12387040e-04
    2.13983338e-02   4.07938808e-01]
 [  4.11541434e-03   7.98672991e-05   1.22221690e-02   6.06184185e-04
    1.27996970e-03   1.96541683e-03   9.35382545e-01   9.31708564e-06
    4.41566482e-02   1.82452655e-04]
 [  8.62478337e-04   2.77468562e-03   2.58373143e-03   2.98023340e-03
    4.27442789e-01   1.40790530e-02   5.99454762e-03   1.15670031e-02
    8.04565400e-02   4.51258868e-01]
 [  1.32682428e-01   5.90043855e-05   3.53767100e-04   4.29278100e-03
    3.21910717e-02   2.70928442e-01   1.54773833e-03   2.49267995e-01
    9.06239450e-02   2.18052790e-01]
 [  1.26495305e-02   5.07356854e-05   8.19096516e-04   3.26423033e-04
    1.36498641e-02   5.47764171e-03   9.62447286e-01   1.54440240e-05
    3.24724196e-03   1.31666649e-03]
 [  2.01548249e-01   6.43336074e-03   7.96859525e-03   2.49523064e-03
    7.47763515e-02   3.67586195e-01   4.68749031e-02   3.51140276e-02
    2.24095821e-01   3.31073143e-02]
 [  4.46904153e-01   4.34993766e-04   2.18635816e-02   2.81767286e-02
    1.21186506e-02   9.21839625e-02   1.53653890e-01   6.58099446e-03
    2.14553058e-01   2.35300623e-02]
 [  4.15606512e-04   2.72686710e-04   2.42082356e-03   1.19001344e-02
    3.85800153e-01   5.77877369e-03   5.99137787e-03   1.41024906e-02
    1.80298625e-03   5.71514904e-01]
 [  2.11831517e-04   9.06324506e-01   2.25181449e-02   2.08489671e-02
    1.44049674e-02   3.49429040e-03   1.68896578e-02   3.57657694e-03
    7.91089796e-03   3.82022886e-03]
 [  5.05796750e-04   1.37997586e-06   4.24287934e-03   3.20178915e-05
    1.98781351e-03   1.20986588e-04   9.92915392e-01   4.51832420e-06
    8.16701504e-05   1.07645057e-04]
 [  2.23510688e-05   9.94987607e-01   6.58550591e-04   5.12801518e-04
    4.89309969e-05   8.54850150e-05   1.17543468e-03   8.00177586e-05
    2.34436430e-03   8.44843235e-05]
 [  1.57044623e-02   1.95627843e-04   1.72160217e-03   8.41494948e-02
    3.31171113e-03   7.79633582e-01   6.88851103e-02   2.77252722e-04
    4.37991768e-02   2.32198206e-03]
 [  1.47768604e-02   1.31344204e-05   4.37858328e-03   6.40104699e-04
    3.54199758e-04   2.80518713e-03   9.42831874e-01   1.34651113e-04
    3.36161181e-02   4.49286716e-04]
 [  4.13311971e-03   1.86343729e-01   5.29348969e-01   7.69754723e-02
    1.80621442e-04   2.28897133e-03   1.62628386e-02   3.13984067e-03
    1.80716813e-01   6.09736948e-04]
 [  2.78518170e-01   1.95743225e-04   9.57844779e-02   1.07719295e-01
    1.54874811e-03   4.14712042e-01   5.12810834e-02   4.22411179e-03
    4.25688326e-02   3.44751799e-03]
 [  5.72396908e-04   4.42787409e-02   1.97727099e-01   3.97803541e-03
    2.57889982e-02   1.47790918e-02   6.60392165e-01   2.21828202e-04
    5.17515652e-02   5.10139391e-04]
 [  1.29334920e-04   1.68309794e-04   2.95087084e-04   6.68430747e-03
    1.83792621e-01   6.83049252e-03   3.26250592e-04   1.90480556e-02
    7.78278802e-03   7.74942756e-01]
 [  1.53211495e-02   2.69253869e-05   2.49010714e-04   2.35719141e-03
    2.55844963e-04   1.51513265e-02   2.70927885e-05   9.23001111e-01
    1.19929342e-02   3.16172950e-02]
 [  1.33492620e-04   8.30619465e-05   1.12551143e-05   1.94817246e-03
    4.41080555e-02   2.23097624e-03   2.15399959e-05   1.00877725e-01
    1.65171698e-02   8.34068596e-01]
 [  6.34886906e-04   2.82831334e-05   1.07882813e-01   1.49217935e-03
    1.14009850e-01   4.32292029e-04   7.72972822e-01   9.71087953e-04
    1.22765859e-03   3.47996800e-04]
 [  1.59537973e-04   9.66116190e-01   9.80416220e-03   9.93097667e-03
    3.91713460e-04   1.30275625e-03   1.92221894e-03   4.20703739e-03
    4.91376920e-03   1.25172106e-03]
 [  1.40101544e-03   1.70575141e-03   3.69709753e-03   1.65971857e-03
    4.82508719e-01   3.56403179e-02   7.44885579e-03   4.69588451e-02
    2.14192316e-01   2.04787463e-01]
 [  3.90526815e-03   2.69726988e-05   3.20437648e-05   4.00945515e-04
    3.11279995e-03   9.69240487e-01   4.42781893e-04   1.50136789e-02
    4.36045462e-03   3.46458075e-03]
 [  3.51236522e-05   1.59419615e-05   5.48919896e-04   9.97060120e-01
    4.76062098e-07   1.79701310e-04   2.02117826e-06   1.19297067e-04
    1.92647392e-03   1.11816313e-04]
 [  9.77998949e-04   8.63041729e-02   1.79793164e-02   1.56803399e-01
    2.59924564e-03   5.27683459e-02   7.83823710e-03   1.56388227e-02
    6.34557068e-01   2.45333575e-02]
 [  2.98388011e-04   2.58009037e-04   1.34619832e-01   9.97697860e-02
    6.09507635e-02   6.24255389e-02   3.53941438e-03   7.10673183e-02
    1.29409079e-02   5.54130077e-01]
 [  1.15921408e-01   8.07068869e-03   1.19859269e-02   6.01941288e-01
    1.51041360e-03   1.03482373e-01   3.34451199e-02   1.19217737e-02
    4.09022681e-02   7.08187521e-02]
 [  5.44016110e-03   1.27754852e-01   1.96995661e-02   1.00572996e-01
    3.84559622e-03   1.29192043e-02   1.13069324e-03   5.54518700e-01
    4.10229042e-02   1.33095339e-01]
 [  6.26021624e-02   5.69507336e-07   7.80738592e-02   9.03058215e-04
    1.10078603e-04   4.83541936e-03   8.21113586e-01   6.73092427e-06
    3.18517722e-02   5.02724666e-04]
 [  4.28651401e-05   1.80755178e-05   2.57098046e-03   4.99265225e-05
    5.07245059e-05   5.25379073e-05   9.96882200e-01   6.53167262e-07
    2.98868021e-04   3.32681047e-05]
 [  1.45235652e-04   2.80211068e-04   2.81526544e-03   2.24011656e-05
    1.01637840e-03   8.43110087e-04   9.90773618e-01   1.61912396e-06
    4.05109907e-03   5.08603262e-05]
 [  4.61366319e-04   8.05413425e-01   1.82067615e-03   6.01641927e-03
    5.63344220e-03   2.84160418e-03   3.59136723e-02   4.75382665e-03
    1.18074253e-01   1.90712828e-02]
 [  8.06893315e-03   4.92371261e-01   1.59293897e-02   4.02492238e-03
    3.17184813e-03   5.12482598e-02   3.73900449e-03   4.32177563e-04
    4.10555184e-01   1.04590580e-02]
 [  1.47128385e-02   4.05939389e-03   3.08226287e-01   7.25514740e-02
    1.04811967e-04   1.70414604e-03   3.95636365e-04   7.85939582e-03
    5.83618045e-01   6.76798914e-03]]
INFO:tensorflow:probabilities = [[  1.50055217e-03   3.24498592e-06   2.82132924e-02   9.67161775e-01
    1.42374654e-06   1.12654117e-03   4.85846140e-05   4.62020835e-04
    1.28782704e-03   1.94898777e-04]
 [  4.03687404e-03   9.00632050e-03   1.46903740e-02   9.86052603e-02
    6.06103987e-02   1.04039617e-01   2.72579468e-03   3.75859141e-02
    5.06254196e-01   1.62445232e-01]
 [  2.40784575e-04   8.32332492e-01   2.13430333e-03   3.95861492e-02
    5.57177979e-03   1.10345343e-02   3.55599914e-03   5.64643042e-03
    6.14765920e-02   3.84209566e-02]
 [  5.05460921e-05   8.23114169e-05   3.90706380e-04   6.20245846e-05
    2.16374341e-02   1.49486164e-04   9.74653840e-01   6.13460215e-05
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    6.43019825e-02   9.59284324e-03   1.13062473e-04   1.27709620e-02
    1.62132178e-02   8.96542251e-01]
 [  9.35449839e-01   5.32340437e-06   2.45781951e-02   4.49863233e-04
    4.05482424e-04   1.31843099e-02   9.31064133e-03   1.67618811e-04
    1.50061501e-02   1.44256861e-03]
 [  6.99458120e-04   2.97557171e-02   1.94767699e-01   2.13050053e-01
    4.76331376e-02   2.65824258e-01   4.11682539e-02   1.49331475e-03
    2.03578562e-01   2.02947343e-03]
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    5.63188660e-05   2.33301660e-03   2.76077881e-05   7.43072364e-04
    6.98358845e-03   5.01424680e-03]
 [  2.26716325e-03   3.67947109e-03   2.02005863e-01   6.79862142e-01
    9.76181647e-04   3.44924480e-02   5.62210679e-02   5.85420465e-04
    1.89812798e-02   9.28929367e-04]
 [  2.53077596e-01   1.49856651e-05   2.08682623e-02   4.39127423e-02
    1.66858212e-04   6.17476225e-01   3.38214971e-02   1.73846539e-03
    2.76900493e-02   1.23319810e-03]
 [  2.69050033e-05   1.04905257e-06   5.19234571e-04   9.82870579e-01
    5.42420537e-07   1.32583855e-02   1.88693195e-06   2.06834683e-03
    1.18562067e-03   6.73801042e-05]
 [  9.50901747e-01   4.57916407e-08   2.11238652e-03   5.64517314e-03
    4.09294678e-08   3.78934890e-02   4.06994513e-05   2.97146849e-03
    4.18329291e-04   1.66803693e-05]
 [  1.63156912e-02   1.70003244e-04   1.70416039e-04   4.99838218e-03
    9.81443300e-05   9.28507745e-01   4.50514024e-04   1.13909203e-03
    4.62644286e-02   1.88568537e-03]
 [  1.04444000e-04   4.87791931e-06   6.01301007e-02   5.94436424e-04
    2.40542978e-01   4.83293901e-04   6.78286672e-01   2.85538961e-04
    1.86949819e-02   8.72706121e-04]
 [  3.74506963e-05   6.84128972e-05   1.08214123e-02   2.30053829e-05
    3.24119406e-04   8.81211308e-05   9.88450050e-01   2.95951122e-06
    1.75693916e-04   8.85879763e-06]
 [  1.65887375e-03   3.57297480e-01   1.80158950e-03   3.26809883e-02
    9.07892510e-02   2.14973427e-02   4.89822077e-03   4.32315655e-02
    2.86927987e-02   4.17451888e-01]
 [  2.14473736e-02   2.30892636e-02   1.86326820e-02   1.20767551e-02
    5.83990943e-03   4.42954153e-03   8.51716340e-01   2.27292054e-04
    5.70593663e-02   5.48145361e-03]
 [  4.44225129e-03   9.03194427e-01   1.74908396e-02   3.15565988e-03
    7.56194175e-04   6.05748035e-03   1.14230055e-03   1.00848405e-02
    5.03520519e-02   3.32411798e-03]
 [  7.68436015e-01   1.65860286e-06   6.32309093e-05   2.17969483e-03
    2.43012641e-06   2.28630245e-01   1.86637517e-05   2.12838291e-04
    4.00157645e-04   5.50195982e-05]
 [  1.97243784e-02   1.92701370e-02   5.28644510e-02   2.96154171e-01
    4.06563003e-03   1.70769140e-01   2.83663541e-01   2.70775240e-03
    1.46218866e-01   4.56187129e-03]
 [  8.38333219e-02   2.08976344e-04   3.39342700e-03   5.13550593e-04
    9.43509340e-02   3.78051475e-02   2.57622637e-02   9.71035808e-02
    1.96083993e-01   4.60944802e-01]]
INFO:tensorflow:global_step/sec: 162.718
INFO:tensorflow:loss = 0.352685, step = 3401
INFO:tensorflow:probabilities = [[  5.93655568e-04   8.29881246e-05   3.37162164e-05   3.04192436e-05
    9.55499172e-01   4.27982025e-03   1.24856527e-03   5.35254949e-04
    4.68640216e-03   3.30099091e-02]
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    7.36059435e-03   5.31158820e-02   7.06034340e-03   2.59364508e-02
    7.55328059e-01   5.76014146e-02]
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    4.38781083e-03   6.36967714e-04   9.84515429e-01   1.08827962e-05
    6.79139746e-03   6.18553022e-05]
 [  6.11226133e-04   2.16553635e-05   2.99431868e-02   2.35500833e-04
    3.22684646e-01   1.85229210e-03   6.22505426e-01   1.61678845e-03
    1.03861568e-02   1.01432167e-02]
 [  4.65120142e-03   7.70576447e-02   1.73748087e-03   3.43525689e-03
    4.59886752e-02   3.95178884e-01   1.51463607e-02   2.00284389e-03
    4.45422500e-01   9.37905721e-03]
 [  4.65892581e-03   3.93948394e-05   6.50635827e-03   4.78320688e-01
    1.66711234e-05   4.80651855e-01   3.06287268e-03   5.42595772e-05
    2.66754851e-02   1.36769449e-05]
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    7.90179055e-03   4.87534842e-03]
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    8.53947677e-06   7.34848145e-05   1.70505489e-03   1.10962574e-04
    1.00539846e-03   9.76202045e-06]
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    4.31209318e-02   2.36200844e-03   9.18174744e-01   3.33779935e-05
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 [  4.33056206e-02   5.71881128e-06   2.59763952e-02   2.27555211e-04
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    1.63474225e-03   1.56990415e-03]
 [  3.71605984e-06   3.32348179e-07   2.45163028e-06   1.67251721e-06
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    4.75767301e-04   4.50076861e-03]
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    2.50446727e-03   2.83864676e-04]
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    5.08541016e-05   1.00763971e-02   2.55365297e-03   1.55585574e-03
    4.31323290e-01   3.35344957e-04]
 [  3.82519653e-03   1.03964247e-02   7.37806689e-03   6.91360421e-03
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    8.75853896e-01   3.02826730e-03]
 [  3.74735275e-04   6.64823237e-05   4.93049563e-04   2.58303643e-03
    1.28445172e-05   4.37382958e-04   6.37341373e-06   9.92034137e-01
    5.82383596e-04   3.40955146e-03]
 [  9.45945621e-01   5.18757452e-06   2.69825687e-03   3.36558511e-03
    3.53608675e-06   3.71196344e-02   4.29309439e-03   3.72316455e-04
    6.16030628e-03   3.65756423e-05]
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    5.73232444e-03   6.63915125e-04]
 [  3.92295700e-03   3.79483063e-05   1.21741265e-03   2.71414407e-02
    3.81693593e-04   3.05010885e-01   8.07923207e-05   4.80112471e-02
    6.08743846e-01   5.45181800e-03]
 [  4.76386456e-04   1.72406770e-04   1.31818634e-02   8.20800080e-04
    3.49033058e-01   1.11126609e-03   6.06287956e-01   6.90482266e-05
    9.51922324e-04   2.78952569e-02]
 [  4.63252625e-04   1.58054128e-04   9.62478697e-01   1.57663748e-02
    2.43026274e-03   1.89612489e-04   1.65385958e-02   2.73338461e-04
    1.66076096e-03   4.10843531e-05]
 [  6.66615134e-03   4.38002113e-04   1.98147236e-03   3.96322081e-04
    6.92999601e-01   1.93258375e-02   1.37560423e-02   1.81871336e-02
    2.26203557e-02   2.23629043e-01]
 [  5.20183239e-04   1.05481602e-01   8.64812266e-03   4.76557296e-03
    1.40086291e-02   2.56523639e-02   3.19698127e-04   2.52997428e-01
    3.14341962e-01   2.73264468e-01]
 [  8.50057331e-05   9.29832757e-01   1.21748378e-03   2.67865113e-03
    1.72938366e-04   9.76528041e-03   2.04260345e-03   9.28093621e-04
    5.17733246e-02   1.50367443e-03]
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    1.96530716e-03   9.43038046e-01   1.04029607e-02   3.66438879e-04
    1.28755122e-02   2.23646942e-03]
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    1.40656698e-02   1.79759192e-03]
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    1.22907176e-03   1.92954158e-03   1.74370501e-03   3.33261699e-03
    1.22445589e-02   3.21372598e-03]
 [  6.96754502e-03   2.55746511e-03   9.29787815e-01   2.46617477e-02
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    1.80267096e-02   2.65639719e-05]
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    9.11607989e-04   6.54578060e-02]
 [  6.38777437e-03   3.99221666e-04   2.97437538e-04   1.39940260e-02
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 [  8.64025031e-04   1.72948360e-03   2.32629897e-03   5.37970401e-02
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    1.50929810e-02   7.33312488e-01]
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    1.25635313e-04   6.96357049e-04]
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    1.73670764e-04   5.41184272e-06]
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    1.59826465e-02   1.77412712e-05]
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    8.75865575e-04   1.50527004e-02   2.72781268e-04   8.69830232e-03
    2.57983655e-01   1.15378788e-02]
 [  9.24740434e-01   4.52543418e-07   2.14790503e-04   1.60310045e-03
    9.41073665e-07   7.29151294e-02   3.46571353e-04   1.35157161e-05
    8.39098284e-05   8.11453501e-05]
 [  1.73393273e-04   3.46345664e-03   2.18973801e-04   1.37835508e-03
    4.77855384e-01   2.18990515e-03   6.31877105e-04   6.27809986e-02
    3.72114731e-03   4.47586507e-01]
 [  3.46373970e-04   6.00295186e-01   1.17084812e-02   3.35610472e-02
    1.26647633e-02   5.18640280e-02   1.64156407e-02   2.40736697e-02
    2.26293519e-01   2.27773655e-02]
 [  1.44595369e-05   4.47438011e-04   1.24383601e-03   1.72152082e-04
    2.50215759e-04   1.13376079e-03   9.94024217e-01   2.26966208e-07
    2.68059224e-03   3.30542061e-05]
 [  8.97974896e-05   5.51836041e-04   1.22943928e-03   9.77991402e-01
    2.57879874e-05   1.14945667e-02   4.31418419e-04   1.05349267e-04
    7.69932708e-03   3.81133577e-04]
 [  7.78092071e-02   2.83910322e-06   4.80242401e-01   2.73363531e-01
    1.10235469e-05   1.50978491e-01   3.20691615e-04   4.64141689e-04
    1.65122729e-02   2.95348029e-04]
 [  1.04168681e-02   1.80462748e-02   9.43044573e-02   1.40698655e-02
    4.82451260e-01   4.60154414e-02   2.36644611e-01   1.53731871e-02
    4.12300900e-02   4.14479151e-02]
 [  1.79879591e-02   5.91738797e-07   4.06144828e-01   4.91859406e-01
    8.07624019e-07   7.70454435e-03   1.56166789e-05   6.94508925e-02
    6.48764754e-03   3.47756024e-04]
 [  2.28236910e-04   6.42097366e-05   1.22672180e-04   4.81741782e-03
    3.60031809e-05   1.50674081e-04   1.26716750e-05   9.90201414e-01
    9.98082804e-04   3.36863240e-03]
 [  1.61611242e-03   5.32755348e-06   1.21481437e-02   2.24157557e-04
    1.57135190e-04   1.60376064e-03   9.83904898e-01   1.69730515e-06
    3.17327707e-04   2.15981909e-05]
 [  4.15897724e-04   4.47573327e-03   1.64803620e-02   1.53021025e-03
    1.22426558e-04   2.81565101e-03   5.43344673e-03   1.46011453e-05
    9.68686402e-01   2.52352056e-05]
 [  6.07184805e-02   3.00517975e-04   6.01232387e-02   1.34061435e-02
    3.47829860e-04   2.00503320e-01   6.78015500e-03   2.08312888e-02
    6.27336740e-01   9.65228956e-03]
 [  7.33205140e-01   1.08256918e-05   3.22029255e-02   2.65268580e-04
    8.55927123e-04   1.28187731e-01   1.03269942e-01   2.92694662e-04
    1.30203133e-03   4.07411309e-04]
 [  8.16140790e-03   3.95628903e-03   4.46288846e-03   9.22062714e-03
    2.13932917e-02   4.86394577e-02   8.61041248e-01   2.93218909e-04
    2.73295436e-02   1.55020310e-02]
 [  2.96398671e-03   8.01189840e-01   1.87642295e-02   5.73953763e-02
    2.28272602e-02   1.06348414e-02   1.67583376e-02   1.80993211e-02
    2.28183810e-02   2.85485238e-02]
 [  1.54430070e-03   1.65579841e-05   1.75423035e-03   4.50529005e-05
    6.51564682e-04   3.40162922e-04   9.94679391e-01   7.85730754e-06
    7.64679397e-04   1.96203007e-04]
 [  5.74957157e-05   7.77305559e-06   5.37458924e-04   1.79262759e-04
    6.84088701e-03   9.29331873e-03   4.89839585e-03   5.77530777e-03
    9.69094276e-01   3.31575307e-03]
 [  2.72800773e-02   9.24947672e-04   1.33231524e-02   3.97630315e-03
    2.05577835e-01   1.59698248e-01   3.77038233e-02   6.73783720e-02
    5.60319610e-02   4.28105265e-01]
 [  3.44292028e-04   1.52987868e-05   7.80931674e-04   3.06261461e-02
    1.79450217e-05   9.41881910e-03   3.49509442e-04   4.25287872e-04
    9.55153704e-01   2.86814827e-03]
 [  2.61433379e-05   5.25729274e-06   3.24391091e-04   6.46459358e-03
    3.32801104e-01   8.73294100e-03   2.71558274e-05   4.30367067e-02
    3.26468199e-02   5.75934887e-01]
 [  9.59401667e-01   7.76214165e-06   1.32540285e-04   2.60536064e-04
    1.13469927e-04   3.89850996e-02   2.45223899e-04   5.93673321e-05
    5.09376929e-04   2.85052316e-04]
 [  2.99780550e-05   7.87916686e-03   9.54705298e-01   2.48712283e-02
    4.14465176e-05   3.21620214e-03   1.75825728e-03   1.45983673e-03
    5.88528067e-03   1.53448622e-04]
 [  1.78253558e-07   8.34104649e-05   9.99779999e-01   1.07116066e-04
    2.00437160e-08   3.34753992e-07   2.19216126e-05   5.40495115e-09
    7.03395062e-06   4.22865104e-10]
 [  6.80522993e-04   9.55457270e-01   8.20117444e-03   5.27077215e-03
    3.48137954e-04   1.62843941e-03   3.56135098e-03   2.86957715e-03
    2.00676788e-02   1.91489782e-03]
 [  3.54994042e-03   1.45112190e-05   1.14804199e-04   1.04238138e-01
    2.76236096e-04   8.47713649e-01   2.21995593e-04   1.49732325e-04
    4.30433154e-02   6.77655218e-04]
 [  1.02527592e-04   9.77658391e-01   3.74505855e-03   2.33854982e-03
    1.03362289e-03   1.00439985e-03   2.90479348e-03   5.54964994e-04
    9.23055038e-03   1.42707711e-03]
 [  2.32896302e-03   1.24980889e-01   6.69677258e-02   9.65810120e-02
    1.20535633e-03   4.07555401e-02   3.61107476e-02   8.96020234e-03
    6.14263177e-01   7.84632843e-03]
 [  9.41126724e-04   5.32632470e-02   5.46585023e-03   8.75310786e-03
    1.54043427e-02   1.85988415e-02   2.45815772e-03   1.56556353e-01
    8.03233013e-02   6.58235669e-01]
 [  6.40468439e-04   2.54337024e-03   1.10243575e-03   3.03899869e-03
    1.85457453e-01   2.73634610e-03   9.50660929e-03   1.30787641e-02
    2.91012526e-02   7.52794266e-01]
 [  7.35909119e-03   1.86592166e-04   3.44673259e-04   2.99722515e-03
    7.71907158e-04   1.65142626e-01   1.12455920e-04   5.30832529e-01
    2.73471683e-01   1.87812243e-02]
 [  1.51716999e-03   8.93755317e-01   9.36874840e-03   3.20485830e-02
    6.92225061e-03   7.98027124e-03   9.28978622e-03   1.41425822e-02
    1.24369543e-02   1.25383483e-02]
 [  2.73441242e-06   9.93467033e-01   7.19662290e-04   1.27713580e-03
    1.49694199e-04   8.80656589e-05   4.86360106e-04   7.05608167e-04
    1.93481718e-03   1.16883533e-03]
 [  5.19229192e-03   1.28045329e-03   7.80707821e-02   1.33748297e-02
    1.69641953e-05   1.28536066e-03   7.06887367e-05   8.79520893e-01
    9.80067346e-03   1.13871703e-02]
 [  8.49790988e-04   2.34109326e-03   2.17026984e-03   1.93010317e-04
    7.13281333e-01   6.93091843e-03   4.91416454e-03   3.23780775e-02
    8.34089071e-02   1.53532475e-01]
 [  6.40267317e-05   9.85945284e-01   2.43403902e-03   2.88877706e-03
    2.54734565e-04   1.75703884e-04   3.05227033e-04   2.65891850e-03
    2.27029645e-03   3.00294533e-03]
 [  1.23681184e-02   2.90468894e-02   4.40942608e-02   4.77810130e-02
    2.73512886e-03   1.15269788e-01   7.98128545e-03   1.35763818e-02
    7.17159986e-01   9.98721179e-03]
 [  7.95847518e-05   1.42916600e-04   2.30850128e-04   2.92877201e-03
    4.93685305e-01   8.10862798e-03   3.24078393e-03   7.43849610e-04
    5.01034744e-02   4.40735906e-01]
 [  1.09270724e-04   1.83115098e-05   9.91233528e-01   5.09175798e-03
    4.44468333e-06   7.36527945e-05   5.37678890e-04   2.07158082e-05
    2.87458207e-03   3.60573795e-05]]
INFO:tensorflow:probabilities = [[  7.41988712e-04   9.06038880e-01   5.65403886e-03   2.90536154e-02
    4.58047260e-03   7.04196887e-03   4.92144842e-03   1.07862707e-02
    9.05735139e-03   2.21241023e-02]
 [  7.86643941e-03   2.54635370e-06   4.72396168e-05   7.39077921e-04
    2.74926513e-01   6.68416560e-01   3.71206028e-04   3.16100824e-03
    1.44482441e-02   3.00210007e-02]
 [  6.43905904e-03   3.58134072e-04   1.24304334e-03   5.75580448e-03
    1.74224690e-01   9.96562187e-03   1.44252973e-02   3.58737111e-02
    1.16834557e-02   7.40031183e-01]
 [  4.30984534e-02   2.78962236e-02   3.76502156e-01   2.46810138e-01
    3.19260580e-04   5.88286854e-03   7.42496876e-03   6.12231554e-04
    2.90857524e-01   5.96169848e-04]
 [  9.86287832e-01   1.39132680e-07   5.18858782e-04   6.67387154e-04
    5.49725208e-08   1.15310261e-02   1.79683251e-04   1.61176031e-05
    7.85894401e-04   1.31125198e-05]
 [  1.03056873e-03   2.44325101e-02   3.81580740e-02   4.03796695e-03
    5.84954619e-01   3.61198629e-03   1.48847019e-02   3.20573598e-02
    1.09711774e-01   1.87120453e-01]
 [  4.26057726e-04   4.19626944e-03   8.27099895e-04   5.29513042e-03
    9.68992463e-05   6.94138231e-03   6.06680151e-05   1.75655750e-03
    9.78862941e-01   1.53691706e-03]
 [  3.06363276e-04   6.57340558e-03   9.62688215e-03   7.55181134e-01
    1.11691514e-03   1.54821157e-01   6.25891262e-04   1.44512868e-02
    4.86983284e-02   8.59864242e-03]
 [  5.18748350e-03   2.64220387e-01   1.50394619e-01   1.40340865e-01
    1.54737368e-01   7.29912817e-02   1.20239528e-02   5.25793396e-02
    1.11713789e-01   3.58109139e-02]
 [  2.44944263e-02   1.33750879e-03   6.60357019e-03   2.51419067e-01
    4.41021100e-03   5.08672774e-01   1.67463273e-02   2.71458528e-03
    1.62950754e-01   2.06508953e-02]
 [  1.23040413e-03   1.48994450e-05   3.36259895e-04   9.79352295e-01
    7.66497692e-08   1.00600040e-02   6.72794670e-07   3.90665652e-03
    4.71023144e-03   3.88366607e-04]
 [  1.25821372e-02   7.34257810e-06   2.19067530e-04   7.02364789e-03
    3.56037235e-05   9.37056005e-01   1.21885736e-04   5.47364354e-04
    4.18598242e-02   5.47129544e-04]
 [  9.11567390e-01   3.20453614e-06   3.98360193e-04   1.32317040e-02
    2.57666875e-06   7.20330402e-02   1.21041390e-04   1.31066918e-04
    2.35072407e-03   1.60970623e-04]
 [  1.59772497e-03   3.07974279e-01   4.16025473e-03   6.37852028e-02
    2.56263334e-02   1.71629470e-02   4.06539580e-03   1.42938957e-01
    1.58544615e-01   2.74144381e-01]
 [  2.07569756e-05   1.12413152e-04   9.95978713e-01   7.68458063e-04
    8.21547565e-06   3.95497727e-06   1.02814485e-03   2.33849714e-05
    2.05386430e-03   2.07488301e-06]
 [  4.41106316e-03   8.84676629e-05   9.41741397e-04   8.58483613e-02
    1.26057685e-05   8.64466727e-01   8.77066865e-04   1.69595907e-04
    4.30969931e-02   8.74382313e-05]
 [  3.28294165e-03   5.51641097e-05   8.05130899e-02   1.93576604e-01
    1.05773270e-05   2.57488922e-03   1.10755645e-04   3.72019495e-05
    7.19467521e-01   3.71311675e-04]
 [  1.08007062e-03   1.07771906e-04   2.32421421e-03   3.69729009e-03
    1.21167852e-06   1.31930617e-04   1.00942214e-06   9.77146924e-01
    3.66359460e-03   1.18460115e-02]
 [  3.99380224e-04   9.49310839e-01   8.72982014e-03   9.71058197e-03
    3.21586104e-03   1.26049132e-03   3.67094227e-03   1.50351897e-02
    4.85578226e-03   3.81127256e-03]
 [  4.44070622e-03   2.60350906e-04   9.83737826e-01   4.58789943e-03
    2.61266200e-06   1.73689448e-04   4.03650251e-04   2.40192571e-06
    6.38316758e-03   7.81690142e-06]
 [  9.63023398e-04   1.23317227e-01   1.24730550e-01   3.85626227e-01
    1.14393532e-01   6.66629970e-02   1.33194789e-01   1.63786560e-02
    2.74230205e-02   7.31013902e-03]
 [  7.73353095e-04   2.82155612e-04   3.53227893e-04   1.79938972e-03
    6.25199347e-04   5.57564832e-02   2.64875183e-04   6.36294577e-03
    9.25443530e-01   8.33885837e-03]
 [  1.13786722e-03   9.76048648e-01   2.54768925e-03   2.50294106e-03
    6.80553901e-04   1.20441965e-03   1.07165927e-03   3.30385915e-03
    1.03564858e-02   1.14608428e-03]
 [  6.66601409e-04   3.11851977e-06   9.96330321e-01   7.02387042e-05
    2.77577401e-05   5.23610506e-05   3.53486685e-04   1.00211200e-05
    2.38445215e-03   1.01717444e-04]
 [  1.59068778e-02   1.48888357e-04   5.29098921e-02   8.26404989e-03
    4.91904328e-03   1.56980176e-02   8.68128657e-01   1.98253687e-03
    2.77127381e-02   4.32936940e-03]
 [  1.11377016e-02   3.02463081e-02   4.75854278e-02   1.48780718e-01
    1.23845774e-03   1.54603481e-01   1.17715009e-01   2.67215446e-03
    4.83357817e-01   2.66290456e-03]
 [  1.47769758e-02   4.14308626e-03   1.80561165e-03   8.01768433e-03
    1.59761578e-01   5.51699921e-02   1.33036217e-02   1.34573197e-02
    4.60912019e-01   2.68652081e-01]
 [  1.75252917e-05   2.05421338e-06   2.31454560e-05   1.24823465e-03
    7.68504742e-06   1.82977801e-05   8.77172965e-08   9.97701108e-01
    4.78969072e-04   5.02840499e-04]
 [  7.56255016e-02   4.10231514e-05   6.07797923e-03   1.39834397e-02
    6.33992240e-05   8.90399218e-01   2.95920414e-04   2.52170535e-03
    1.04164444e-02   5.75430342e-04]
 [  3.40512469e-02   1.33955171e-02   8.52268338e-01   2.23748665e-02
    1.55248516e-03   2.21828371e-03   1.08016329e-02   3.05778887e-02
    1.80166028e-02   1.47429490e-02]
 [  2.19918252e-03   7.34549772e-04   6.21389411e-02   4.55392338e-03
    7.27042079e-01   2.63335137e-03   4.52399403e-02   3.13665159e-03
    5.45975659e-03   1.46861598e-01]
 [  2.47166003e-03   3.79752159e-01   4.17045146e-01   7.55948946e-02
    3.88821680e-03   9.22538899e-03   5.92357330e-02   8.78252927e-03
    3.84575911e-02   5.54656610e-03]
 [  5.94404310e-06   2.13128733e-04   9.39389720e-05   9.85874832e-01
    2.96268968e-06   4.57979855e-04   2.00300519e-06   2.90906552e-04
    1.29239969e-02   1.34307382e-04]
 [  1.08640362e-03   9.28656399e-01   6.55372394e-03   7.99612142e-03
    8.49345583e-04   9.01878998e-03   7.18929619e-03   7.22166849e-04
    3.65185179e-02   1.40939374e-03]
 [  1.37918789e-04   2.49367247e-07   5.13955456e-06   6.50404545e-04
    1.87101359e-05   6.26644178e-04   5.17171520e-06   9.98053432e-01
    1.88245467e-04   3.14113568e-04]
 [  1.91578176e-02   2.22891846e-04   8.75511114e-03   9.71235111e-02
    6.93335314e-05   8.60043764e-01   5.04019321e-04   3.47703826e-05
    1.37434201e-02   3.45451845e-04]
 [  3.87936831e-03   4.13520355e-03   2.17384156e-02   3.72544187e-03
    7.39001453e-01   8.93474091e-03   7.92039037e-02   6.01600576e-03
    8.14869534e-03   1.25216782e-01]
 [  5.77811664e-03   1.44311503e-04   6.43191685e-04   6.49880944e-03
    1.46317380e-02   2.17896281e-03   1.77138179e-04   4.68329966e-01
    1.41264964e-02   4.87491190e-01]
 [  5.30182850e-03   7.24756546e-06   7.32028158e-03   9.73524246e-03
    1.43355655e-03   3.60982060e-01   3.52855219e-04   2.09643878e-03
    6.09871387e-01   2.89914780e-03]
 [  1.14232814e-03   2.18170113e-04   1.17910444e-03   4.25620139e-01
    8.73854791e-04   5.57505488e-01   1.35407690e-03   2.71258829e-03
    8.93116556e-03   4.63184784e-04]
 [  9.79056954e-01   1.75047080e-05   3.46621644e-04   8.86780396e-03
    1.30154167e-05   7.95882195e-03   6.93790964e-04   2.45447358e-04
    2.58991634e-03   2.10021346e-04]
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    1.19303268e-05   2.92299575e-07]
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    8.39507964e-04   5.86878043e-04]
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    9.77161340e-04   7.54116923e-02]
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    5.16835414e-03   5.03476767e-04]
 [  6.91753463e-04   1.18667574e-03   6.67186920e-04   1.22459116e-03
    6.61937714e-01   1.09340772e-02   2.25819517e-02   1.09494375e-02
    1.50616709e-02   2.74764985e-01]
 [  3.60688264e-03   2.63336748e-01   8.45784098e-02   2.04077028e-02
    1.38365272e-02   2.78393388e-01   2.96504842e-03   7.05492916e-03
    3.23674142e-01   2.14616628e-03]
 [  6.88532889e-01   1.79741655e-05   3.08281451e-04   4.07770462e-03
    1.15172799e-04   2.99881488e-01   1.86182151e-03   2.42604743e-04
    2.48958264e-03   2.47252290e-03]
 [  3.20968847e-03   9.58681107e-03   1.40523985e-02   8.77604783e-01
    4.02630423e-04   7.16198310e-02   8.13813042e-03   1.09879533e-03
    1.33313034e-02   9.55526077e-04]
 [  8.59499385e-04   1.62434189e-05   1.77346483e-05   9.09057562e-04
    2.65057406e-05   9.34668072e-03   2.91977085e-06   9.83418941e-01
    3.63003719e-03   1.77249010e-03]
 [  8.02165479e-04   1.70626142e-03   1.49459462e-04   1.14329287e-03
    1.87399104e-01   7.50305224e-03   1.62059662e-03   7.46081071e-03
    4.11379151e-02   7.51077354e-01]]
INFO:tensorflow:global_step/sec: 158.76
INFO:tensorflow:loss = 0.458338, step = 3501
INFO:tensorflow:probabilities = [[  4.36992850e-05   1.97137051e-05   1.71448148e-04   4.97734000e-05
    2.74919393e-03   1.43967671e-04   9.96096313e-01   9.67792744e-07
    7.10221881e-04   1.47231358e-05]
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    5.92413284e-02   2.64373749e-01]
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    2.55045834e-05   2.03535819e-07]
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    1.61529914e-03   4.71313077e-04]
 [  9.96253371e-01   1.79100805e-08   2.57418760e-05   2.65830604e-05
    9.79255765e-06   3.12564056e-03   1.76731221e-04   3.52328721e-06
    3.70964030e-04   7.57740690e-06]
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    5.52694360e-03   3.22043605e-04]
 [  2.36798846e-03   3.32822165e-05   9.88490297e-04   4.84506786e-03
    3.34181488e-02   5.79665555e-03   1.48713053e-03   9.60099846e-02
    2.54076310e-02   8.29645574e-01]]
INFO:tensorflow:probabilities = [[  1.23028485e-05   1.06329446e-06   4.79498453e-07   6.34853146e-04
    2.49159893e-05   1.81308656e-03   1.57401288e-07   9.94641900e-01
    3.97318472e-05   2.83149048e-03]
 [  2.04287528e-04   7.58093847e-07   9.97042358e-01   1.58612529e-04
    1.79836798e-06   2.38290850e-05   2.42911023e-03   4.59660032e-06
    1.28136831e-04   6.60339947e-06]
 [  3.39465842e-05   3.79822450e-05   9.93252337e-01   5.75288758e-03
    3.14358886e-06   3.12544544e-05   5.89727715e-04   1.00314437e-05
    2.75108847e-04   1.35046284e-05]
 [  1.11438494e-04   8.19259003e-06   5.51371215e-07   1.49199288e-04
    8.31110060e-01   5.00443280e-02   9.04260523e-05   4.12207134e-02
    5.56289637e-03   7.17021748e-02]
 [  1.25842243e-01   1.00606296e-04   3.87229502e-01   4.17905040e-02
    4.90097404e-02   8.68959129e-02   3.00551414e-01   2.07938778e-04
    6.54087914e-03   1.83120556e-03]
 [  2.38220469e-04   3.43047731e-07   9.96882319e-01   2.45163194e-03
    2.48776701e-07   9.20063655e-07   4.07504413e-04   3.22632991e-06
    1.53225556e-05   3.29687168e-07]
 [  9.85771537e-01   6.33031391e-07   7.84796721e-05   4.07704432e-03
    4.85244357e-07   7.67314108e-03   1.54152058e-05   2.65959097e-04
    1.90281880e-03   2.14705738e-04]
 [  7.19855607e-01   1.14957966e-05   1.74047798e-02   1.41648366e-03
    5.69932628e-04   1.55965567e-01   3.86093669e-02   8.51241173e-04
    6.51148781e-02   2.00524373e-04]
 [  8.97590164e-03   3.11030052e-03   6.62970915e-03   2.52690874e-02
    1.23005375e-04   2.66739707e-02   1.15849788e-03   1.14583399e-03
    9.18594658e-01   8.31904914e-03]
 [  9.23209369e-01   4.46682452e-06   2.45320965e-02   9.65478923e-03
    4.22425292e-05   3.26569341e-02   7.10118213e-04   2.07450683e-03
    6.11600000e-03   9.99376876e-04]
 [  1.83129907e-02   3.42477998e-03   9.05032270e-03   8.22602451e-01
    6.92680478e-04   4.57033403e-02   6.81427249e-04   5.32172732e-02
    3.78174148e-02   8.49726144e-03]
 [  7.09044980e-04   1.17451421e-07   2.79294956e-03   9.81181264e-01
    1.14022640e-07   4.23299847e-03   1.00319505e-06   7.73808360e-03
    3.28673329e-03   5.76102393e-05]
 [  1.03842933e-04   5.50991263e-06   1.37282012e-04   2.36793363e-04
    1.60656043e-03   2.51181918e-04   4.42562741e-04   9.77938890e-01
    4.09842643e-04   1.88676063e-02]
 [  5.13480464e-03   6.40704413e-04   8.09431076e-04   7.35442992e-03
    2.39924272e-03   9.54906046e-01   7.68193463e-03   8.63387308e-04
    1.82170290e-02   1.99290132e-03]
 [  8.50933604e-04   2.28486732e-02   9.58503596e-03   2.67614424e-02
    1.85953092e-03   2.96864212e-02   3.56901251e-03   3.29128047e-03
    8.54431987e-01   4.71156947e-02]
 [  4.95526344e-02   5.43522947e-05   3.88213634e-01   4.00702655e-01
    1.23023719e-03   5.42478412e-02   3.18173645e-03   1.96364932e-02
    6.03217334e-02   2.28587277e-02]
 [  3.58632766e-04   9.13193285e-01   7.43263168e-03   2.31578182e-02
    5.95602265e-04   1.18165622e-02   9.61047132e-03   4.37986106e-03
    2.72364654e-02   2.21885205e-03]
 [  1.20099343e-03   2.00766083e-02   5.98438866e-02   1.21677341e-02
    9.92404064e-04   1.76012553e-02   5.02673015e-02   7.62053241e-04
    8.34357083e-01   2.73064105e-03]
 [  7.89581100e-04   9.04391927e-04   2.32398673e-03   5.35627070e-04
    8.71845126e-01   1.81984028e-03   4.45461180e-03   5.98747935e-03
    1.38406148e-02   9.74986479e-02]
 [  6.14657401e-05   9.77810383e-01   3.43699497e-03   7.62555003e-03
    9.16043864e-05   2.67264782e-04   1.66483084e-03   3.43708531e-03
    1.85566931e-03   3.74906650e-03]
 [  2.13744864e-03   5.15309075e-05   4.61155968e-03   4.87368467e-04
    1.40025062e-04   8.27190932e-03   9.66499627e-01   2.93072935e-05
    1.73783042e-02   3.92924965e-04]
 [  1.09046950e-05   9.91316676e-01   1.11561466e-03   3.83520732e-03
    2.92369776e-04   2.12680636e-04   1.11120375e-04   9.87263513e-04
    1.34324166e-03   7.74937856e-04]
 [  3.53920902e-03   4.80023800e-06   8.10605125e-05   4.46801627e-04
    9.05545503e-02   3.85709968e-03   7.84745091e-04   1.69913620e-02
    6.24013226e-03   8.77500296e-01]
 [  1.02132173e-04   3.11552256e-04   3.14728502e-04   8.05261298e-05
    9.80346560e-01   1.02419974e-02   2.96008214e-03   4.03929065e-04
    2.21108412e-03   3.02740443e-03]
 [  9.99178112e-01   9.99631489e-09   5.07027980e-05   1.11522502e-04
    2.05528363e-06   2.21104725e-04   2.10602680e-04   4.82653704e-05
    7.41512631e-05   1.03521343e-04]
 [  7.97735469e-04   8.64748716e-01   5.06215123e-03   2.13482138e-02
    3.82300932e-03   3.18772271e-02   2.13603321e-02   2.27452628e-03
    3.98365036e-02   8.87158792e-03]
 [  3.08158924e-04   8.40200926e-07   9.97985244e-01   2.36683176e-04
    5.91607841e-06   3.10130963e-06   1.44608843e-03   5.67991130e-08
    1.35263681e-05   5.33180241e-07]
 [  4.88411693e-04   4.95942118e-07   4.22675766e-05   4.63568460e-04
    9.37210023e-01   4.57439455e-04   2.11179964e-02   1.50992174e-03
    1.36543531e-03   3.73445153e-02]
 [  6.25211839e-03   5.45463525e-03   1.41183781e-02   5.13944030e-03
    4.44424618e-03   8.91851727e-03   9.26929057e-01   1.92903768e-04
    2.27398202e-02   5.81081631e-03]
 [  9.86935556e-01   3.63080517e-07   3.82172200e-03   3.06477956e-03
    2.44097214e-06   4.11008438e-03   2.48666998e-04   3.07134789e-04
    6.84242288e-04   8.24809715e-04]
 [  7.58711831e-04   1.08925235e-02   7.56459236e-01   4.03791703e-02
    1.28159684e-03   4.42382246e-02   4.02702428e-02   3.58390138e-02
    6.39133230e-02   5.96802728e-03]
 [  1.65545347e-03   7.90157763e-04   9.43687555e-05   7.09915161e-03
    2.30006315e-02   6.30368292e-03   3.09802388e-04   3.65289211e-01
    1.50969177e-01   4.44488347e-01]
 [  1.87337853e-03   1.09172612e-03   2.61919247e-03   4.36797351e-01
    1.86242105e-05   4.50219899e-01   3.48663726e-03   9.28876034e-05
    1.03669487e-01   1.30875153e-04]
 [  3.73889816e-05   3.63375340e-03   9.16094422e-01   6.98599145e-02
    7.15930510e-05   2.81077577e-04   4.06431640e-03   4.12566913e-03
    1.76688691e-03   6.50106449e-05]
 [  6.76248735e-03   6.45369053e-01   1.34833306e-02   9.50678717e-03
    7.02328160e-02   2.44607087e-02   1.05516445e-02   1.39255007e-03
    2.02015027e-01   1.62256006e-02]
 [  5.35563286e-03   2.90680770e-02   3.45142256e-03   1.37087315e-01
    4.07451618e-04   4.62744176e-01   2.48561439e-04   1.60827376e-02
    3.38995159e-01   6.55936264e-03]
 [  1.35503500e-03   8.26496422e-01   1.84506681e-02   2.64070295e-02
    2.78773680e-02   2.08816025e-02   1.95921268e-02   1.38120148e-02
    2.74248067e-02   1.77029930e-02]
 [  4.69542283e-05   1.40509883e-06   2.66275648e-03   1.40823014e-02
    8.96528959e-02   5.29326126e-03   1.36420960e-04   1.62875671e-02
    7.87316170e-03   8.63963246e-01]
 [  1.61300268e-04   1.18519980e-02   1.67344920e-02   1.24742603e-02
    3.30215989e-04   5.34828240e-03   5.14224521e-04   7.63485115e-03
    9.39628661e-01   5.32165775e-03]
 [  2.89744616e-01   1.52383334e-04   1.66590646e-01   6.85686842e-02
    3.82592948e-03   5.40759228e-02   9.59150791e-02   2.09508929e-04
    3.17922831e-01   2.99439579e-03]
 [  9.87917364e-01   1.29934072e-08   3.19920073e-04   2.28267186e-03
    8.49263927e-07   9.07009654e-03   1.03791055e-04   9.49453824e-05
    1.94472057e-04   1.59287047e-05]
 [  7.53796892e-03   6.41368315e-05   5.36120497e-03   2.33716471e-03
    1.48703635e-01   4.66335844e-03   9.03361011e-03   1.22492714e-02
    1.31277852e-02   7.96921849e-01]
 [  7.47486192e-04   9.74368013e-05   2.80121481e-03   8.72512221e-01
    7.09905653e-05   8.15592241e-03   1.02124883e-04   2.47007911e-03
    1.10246234e-01   2.79619545e-03]
 [  1.61560762e-04   3.92230359e-05   5.06028991e-05   3.30361800e-04
    1.38698157e-03   1.00200332e-03   1.67989147e-05   9.55360949e-01
    3.07285984e-04   4.13442440e-02]
 [  1.07713649e-03   7.87546160e-04   4.19394200e-05   2.32222483e-01
    6.04724664e-05   4.92773205e-02   1.44723765e-06   4.47613955e-01
    4.01266664e-02   2.28791043e-01]
 [  1.71515837e-01   1.03728347e-01   2.28929110e-02   5.56402002e-03
    1.72491800e-02   1.38696745e-01   1.21484168e-01   2.12299470e-02
    3.76504868e-01   2.11339798e-02]
 [  1.06775446e-03   1.70963256e-06   2.06550544e-06   2.35572268e-04
    3.73183320e-05   9.45656538e-01   6.04560410e-06   2.28154147e-03
    4.84535471e-02   2.25789286e-03]
 [  1.62567443e-03   9.23108578e-01   8.92300718e-03   1.42910248e-02
    1.57722877e-03   1.73817039e-03   4.05763742e-03   9.69245285e-03
    2.52263080e-02   9.76003055e-03]
 [  6.05351031e-02   1.20543282e-05   1.38464244e-03   7.42253363e-02
    2.75330967e-03   2.28545457e-01   8.22115317e-03   1.88286304e-02
    5.45920134e-01   5.95741905e-02]
 [  6.96993720e-06   5.74099559e-08   3.22542146e-05   1.58849085e-04
    9.16652620e-01   1.34944436e-04   3.73908260e-05   2.02136725e-04
    5.88739174e-04   8.21860358e-02]
 [  1.58039376e-03   1.19236138e-05   7.78747635e-05   8.39824900e-02
    2.95456121e-05   9.12383199e-01   6.87566207e-05   5.97115839e-04
    1.10592355e-03   1.62868106e-04]
 [  9.48352337e-01   1.18121955e-06   9.96017596e-04   1.37668056e-03
    2.13495673e-06   4.67868112e-02   6.21793908e-04   1.63896984e-04
    1.62776455e-03   7.14704365e-05]
 [  3.31547763e-03   2.52247870e-01   1.07933335e-01   8.22506920e-02
    4.52951109e-03   7.84390140e-03   9.77303237e-02   1.17184781e-02
    4.19094920e-01   1.33354515e-02]
 [  1.75828196e-03   3.82168707e-03   8.13464940e-05   1.42052732e-02
    1.65892184e-01   5.75169735e-02   3.42229818e-04   1.32447049e-01
    9.03558731e-03   6.14899397e-01]
 [  5.00316033e-04   5.35553496e-04   8.99764418e-05   5.18279383e-04
    4.22964152e-03   2.67184549e-03   7.14803391e-05   9.45731580e-01
    3.72223533e-03   4.19291295e-02]
 [  1.36725866e-04   3.42173116e-05   8.54559534e-04   2.62710406e-03
    9.21468914e-01   1.37140171e-03   1.43527717e-03   3.93895805e-03
    3.24405916e-03   6.48887977e-02]
 [  6.59083668e-03   2.62444317e-02   9.10231844e-03   2.03781575e-03
    2.75116134e-03   1.19088432e-02   6.96853455e-03   7.27906730e-03
    9.02170539e-01   2.49465127e-02]
 [  2.38140885e-04   7.50023173e-04   6.76904529e-05   1.88428443e-03
    7.73243964e-01   5.92557481e-03   4.38657543e-03   3.88744147e-03
    3.21589112e-02   1.77457526e-01]
 [  2.20520375e-03   2.32564285e-01   4.08222862e-02   2.55061388e-01
    8.98254476e-03   5.14529087e-02   5.97552769e-02   6.46929145e-02
    2.30850175e-01   5.36129363e-02]
 [  2.65516603e-04   2.95668185e-01   9.82556259e-04   7.96730630e-03
    2.87400628e-03   1.83310767e-03   7.36396713e-03   8.77134576e-02
    1.82011977e-01   4.13319916e-01]
 [  5.49446046e-03   8.92590197e-06   6.95842132e-03   2.95397884e-04
    7.54318118e-01   1.61986873e-02   1.98151693e-01   2.24635238e-03
    5.24459081e-03   1.10833915e-02]
 [  1.34927109e-02   9.47453897e-04   1.43006770e-03   3.16506322e-03
    1.40041234e-02   2.17835441e-01   1.44547597e-03   2.97261506e-01
    3.68438601e-01   8.19795728e-02]
 [  4.73328680e-02   6.84190840e-02   6.59987032e-02   9.66981333e-03
    2.73873508e-02   5.21287739e-01   5.26392423e-02   1.10833282e-02
    1.78495437e-01   1.76864527e-02]
 [  1.49268017e-03   4.76212621e-01   1.64935723e-01   3.17825079e-02
    4.66806535e-03   1.69622980e-03   4.26900424e-02   5.89761510e-02
    1.54136926e-01   6.34090602e-02]
 [  3.32990475e-03   9.85240035e-07   1.15890161e-03   1.03211851e-05
    3.38972604e-04   4.34045534e-04   9.94680226e-01   4.43686895e-06
    2.30914447e-05   1.90708815e-05]
 [  5.70852899e-06   5.02544899e-05   2.86835311e-05   3.45861277e-04
    4.23409438e-06   3.49118018e-05   2.74252500e-07   9.95893478e-01
    2.49880948e-04   3.38675757e-03]
 [  7.95558619e-04   6.64323409e-07   8.92613782e-04   2.54578736e-05
    2.85144076e-02   2.15080116e-04   9.68878388e-01   6.77779535e-05
    3.35842109e-04   2.74233316e-04]
 [  2.94259485e-06   1.45111509e-04   1.42438194e-05   6.72979653e-03
    7.47984723e-06   2.09459569e-03   1.56697993e-07   9.80195224e-01
    8.72361660e-03   2.08684825e-03]
 [  2.17674315e-04   1.85969693e-03   2.38322638e-04   3.69356066e-01
    3.74431582e-03   1.01181744e-02   7.17465082e-05   8.48593488e-02
    6.09975681e-02   4.68537003e-01]
 [  1.03551953e-04   9.83599067e-01   2.63873278e-03   1.87655305e-03
    2.16503133e-04   3.20859195e-04   7.41933531e-04   9.94548667e-04
    8.28991365e-03   1.21854700e-03]
 [  1.03822425e-02   3.12163442e-01   1.40369628e-02   1.91390216e-01
    4.51885769e-03   2.73950785e-01   4.54057334e-03   4.49404940e-02
    1.01794563e-01   4.22818176e-02]
 [  9.95761931e-01   1.40542610e-07   5.34880208e-04   2.55193765e-04
    2.52498751e-07   9.20403632e-04   7.99547706e-04   6.08015534e-06
    1.68592541e-03   3.56474120e-05]
 [  9.89762366e-01   1.01584270e-07   4.50815533e-05   1.24595652e-04
    4.37040171e-06   5.60816843e-03   3.29870090e-04   2.56442669e-04
    3.54294898e-03   3.26140813e-04]
 [  5.82914334e-03   1.35954353e-04   2.62148387e-04   3.80719517e-04
    2.52689179e-02   9.45416093e-01   1.25928512e-02   8.03158764e-05
    8.38292949e-03   1.65102119e-03]
 [  2.40516074e-05   1.65591282e-05   1.02046833e-05   1.69564650e-04
    1.55891947e-04   3.72584647e-04   5.45172497e-07   9.92129445e-01
    1.00701139e-03   6.11431105e-03]
 [  8.26870109e-06   7.78571935e-04   4.15082286e-06   4.63759177e-04
    5.40925867e-05   3.49745591e-04   1.56781880e-06   9.88942146e-01
    1.29266444e-03   8.10505170e-03]
 [  1.48844323e-04   1.95374334e-04   1.24676217e-05   1.05404491e-04
    2.66165733e-02   6.36583776e-04   2.04646713e-04   1.43474014e-02
    9.62165277e-03   9.48111057e-01]
 [  2.27013952e-03   1.33271478e-05   1.33442795e-02   7.28430095e-05
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    1.49236250e-04   3.95170966e-04]
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    1.04763769e-02   3.71255055e-02   5.32506287e-01   1.51519570e-03
    5.74278366e-03   6.13076985e-03]
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    2.32629315e-03   4.42912988e-03   8.35110024e-02   4.01064579e-04
    1.66366175e-01   1.85872859e-03]
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    1.17942132e-03   4.08624820e-02   3.17867449e-03   2.73353280e-03
    6.41847104e-02   2.21799104e-03]
 [  7.93344167e-04   5.14173135e-02   6.95465207e-01   1.77702233e-01
    7.60799812e-05   1.56585942e-04   2.34733583e-04   3.28356139e-02
    4.06074226e-02   7.11459783e-04]
 [  7.34029687e-04   2.31336430e-03   1.59265270e-04   6.60981867e-04
    1.21662304e-01   1.49799115e-03   2.88745621e-04   4.43871021e-02
    2.55576950e-02   8.02738547e-01]
 [  1.07678520e-02   8.14686622e-03   1.98388733e-02   1.51267014e-02
    3.27305235e-02   5.87795496e-01   1.65142849e-01   3.91561218e-04
    1.55568570e-01   4.49075084e-03]
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    2.85002738e-02   1.05055133e-02]
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    2.81017547e-05   8.55461601e-03   2.29735835e-03   6.83451508e-05
    3.79875139e-03   5.20705187e-04]
 [  3.27411264e-01   6.81043020e-05   1.56746194e-01   1.35957561e-02
    3.74130122e-02   9.39302891e-03   1.95981842e-02   3.63425702e-01
    7.48918205e-03   6.48595318e-02]
 [  2.67053896e-04   4.25795792e-04   3.66858905e-04   6.25462504e-03
    2.50855476e-01   1.26352683e-02   2.07729544e-03   4.64110188e-02
    3.35875265e-02   6.47119164e-01]
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    5.24087867e-04   7.92902708e-01   2.47932039e-04   4.02499475e-02
    1.00177504e-01   1.34207373e-02]
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    2.68258333e-01   2.69973665e-01   2.16928497e-02   2.37619644e-03
    3.20737898e-01   1.08791711e-02]
 [  1.53560238e-03   8.76658380e-01   6.56586289e-02   1.93621404e-02
    3.13023501e-03   3.46500776e-03   2.68468307e-03   3.29572451e-03
    2.30315700e-02   1.17806206e-03]
 [  2.12849031e-04   9.44297552e-01   1.04902685e-02   2.57450771e-02
    5.98808925e-04   2.73609953e-03   1.60222140e-03   5.45544177e-03
    7.99079612e-03   8.70858144e-04]
 [  2.19607391e-05   9.75599766e-01   9.42560751e-03   9.64478240e-04
    2.67752876e-05   6.16418838e-05   1.08285749e-03   5.32082107e-04
    1.20707899e-02   2.13996405e-04]
 [  9.83427395e-04   1.18809758e-05   1.03806262e-03   9.04546992e-04
    4.12784182e-02   1.26814621e-03   3.14903306e-03   2.50570551e-02
    4.25996725e-03   9.22049463e-01]
 [  5.58795524e-04   1.88601389e-05   4.08749429e-06   1.35606388e-04
    1.78128039e-03   1.77970377e-03   2.44188595e-06   7.38048911e-01
    2.98846950e-04   2.57371426e-01]
 [  9.06385243e-01   8.87570266e-08   6.87512150e-03   1.37835252e-03
    8.97275531e-05   6.02830760e-03   4.84689884e-03   7.16718137e-02
    4.73871041e-04   2.25061481e-03]
 [  5.10423221e-02   4.18257527e-03   4.79485765e-02   8.11496437e-01
    1.73055654e-04   7.45468438e-02   2.02238071e-03   4.93570464e-04
    7.44896801e-03   6.45197812e-04]
 [  2.75772010e-07   2.48512197e-06   1.46085392e-06   5.59699074e-05
    8.29518285e-07   2.38068606e-05   1.23293526e-08   9.99353349e-01
    5.17206718e-05   5.10162034e-04]
 [  2.24404549e-03   1.95092025e-06   9.69855674e-03   3.38262296e-04
    2.54802778e-03   6.82630285e-04   9.83942509e-01   8.03197472e-05
    3.17407306e-04   1.46252001e-04]]
INFO:tensorflow:global_step/sec: 159.283
INFO:tensorflow:loss = 0.458336, step = 3601
INFO:tensorflow:probabilities = [[  1.45903818e-04   7.09916276e-05   1.97647722e-03   9.96029615e-01
    5.31901279e-08   1.52463163e-03   6.37156427e-06   2.14019601e-05
    2.19167778e-04   5.36790276e-06]
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    5.23126014e-02   4.64966744e-02   1.19202922e-03   3.55368182e-02
    1.93289444e-02   8.28505814e-01]
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    2.69323122e-03   1.30208638e-02   1.35349603e-02   4.25581774e-03
    4.39819135e-02   6.98607694e-03]
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    4.73608710e-02   2.82417506e-01   2.10879575e-02   2.51270481e-03
    5.03604591e-01   8.81852806e-02]
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    2.00223018e-04   3.05574197e-08]
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    2.40961593e-02   6.89394653e-01]
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    8.64439979e-02   3.29578979e-05]
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    3.32837262e-05   9.87412222e-03]
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    3.86145338e-02   2.14348058e-03]
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    1.34624977e-04   1.01173264e-05]
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    4.42438796e-02   1.42470351e-04]
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    2.15679295e-02   1.52685714e-03]
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    8.88456702e-02   4.37541194e-02]
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    2.46726122e-04   7.95285276e-04   6.54170390e-06   9.83488739e-01
    1.64403452e-03   1.01732891e-02]
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    1.04843881e-02   2.21391302e-03]
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    2.37154737e-01   3.04345023e-02]
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    7.87632316e-02   2.85715789e-01]
 [  4.36804583e-03   8.35475683e-01   8.92573502e-03   2.85144243e-02
    4.18060832e-03   1.60154328e-02   2.09942069e-02   1.31421983e-02
    5.29923849e-02   1.53913219e-02]
 [  1.98763082e-05   9.71933246e-01   1.24628376e-03   6.28866209e-03
    5.00714996e-05   7.68501021e-04   2.33870256e-03   1.93673663e-03
    1.35107534e-02   1.90727971e-03]
 [  3.00824671e-04   1.79325671e-05   1.36820338e-04   9.83265415e-03
    1.28705244e-04   1.54747791e-03   2.73816604e-05   9.59118843e-01
    1.44009758e-03   2.74492893e-02]
 [  3.79646360e-03   4.29470492e-05   9.82733250e-01   7.12598301e-03
    9.21891115e-05   6.19973463e-04   3.36114131e-03   8.80625666e-05
    2.07787543e-03   6.21413055e-05]
 [  1.90147548e-05   9.33193803e-07   1.74376255e-05   3.73435294e-04
    9.81798232e-01   5.26420074e-04   1.43158046e-04   4.00134537e-04
    4.57541406e-04   1.62636712e-02]
 [  1.64987904e-03   1.48051186e-04   4.77586815e-04   4.90222592e-03
    1.69065490e-03   9.58224200e-03   8.64411704e-04   1.02352502e-03
    9.60268855e-01   1.93925984e-02]
 [  1.04532363e-02   1.02368558e-05   4.19414173e-05   1.53039640e-03
    3.49994632e-04   7.15130148e-03   1.70851581e-05   6.91017270e-01
    7.84067845e-04   2.88644582e-01]
 [  1.34140180e-07   6.97535870e-04   9.93780077e-01   2.71305279e-03
    1.60529873e-06   3.63453069e-06   2.21242826e-03   3.57197932e-05
    5.53435530e-04   2.24157293e-06]
 [  1.29943175e-04   9.14649010e-01   1.70812686e-03   1.72678307e-02
    5.57822350e-04   1.00380890e-02   1.34959235e-03   3.34141194e-03
    4.44609001e-02   6.49737800e-03]
 [  2.45240098e-03   4.99313064e-05   3.92697863e-02   9.55885351e-01
    6.10694144e-08   4.38129966e-04   9.13991607e-06   4.14528797e-04
    1.42726640e-03   5.33166458e-05]
 [  1.09791159e-04   9.56056178e-01   8.52308422e-03   1.97562203e-03
    1.17963078e-04   2.23765790e-04   3.01443506e-03   3.39127379e-04
    2.67908983e-02   2.84923287e-03]
 [  9.85831499e-01   1.46039525e-07   4.86543926e-04   5.94063371e-04
    5.44138402e-06   1.12764938e-02   8.34977604e-04   3.89018569e-05
    8.30118428e-04   1.01815087e-04]
 [  5.27410628e-03   5.99175337e-07   2.50747726e-05   3.69254267e-04
    9.23036641e-05   5.86484559e-03   1.10809185e-06   9.67421889e-01
    8.08321929e-05   2.08699722e-02]
 [  9.96894479e-01   1.17604915e-09   2.39082758e-04   2.89567834e-04
    2.61553690e-09   2.55636824e-03   4.73550472e-06   1.05453603e-06
    1.43577226e-05   2.65134219e-07]
 [  1.77504713e-04   3.29167301e-06   2.11561564e-02   1.78976610e-04
    8.84787679e-01   2.02347152e-03   8.24611485e-02   2.59006070e-03
    4.23604110e-03   2.38575484e-03]
 [  9.95249033e-01   2.59360018e-08   1.14576216e-03   1.00709200e-04
    6.22709251e-07   2.68402183e-03   5.00610855e-04   2.17693309e-06
    3.14687903e-04   2.51905681e-06]
 [  2.08590692e-03   2.22898364e-01   5.54562248e-02   1.27913222e-01
    2.78355466e-04   4.30163369e-03   8.43920629e-04   4.68160123e-01
    7.89636001e-02   3.90987284e-02]
 [  4.41840413e-04   2.02423823e-03   2.70395802e-04   1.82798400e-03
    6.52173042e-01   1.98539738e-02   2.44085118e-03   1.19801285e-02
    1.39653422e-02   2.95022160e-01]
 [  8.84431483e-06   9.04775620e-01   1.53771427e-03   6.02971762e-02
    4.99188493e-04   9.50244348e-03   3.05039110e-03   1.00588973e-03
    1.62219275e-02   3.10077192e-03]
 [  5.07620163e-03   6.86956430e-03   6.77212933e-03   9.27179866e-03
    1.32848485e-03   2.22475156e-01   1.00108015e-03   4.79385862e-03
    7.36014783e-01   6.39695814e-03]
 [  9.97963071e-01   1.12197918e-09   5.41058444e-06   3.82005965e-04
    8.49142552e-08   1.45363680e-03   5.17379012e-05   9.14975135e-06
    1.04178369e-04   3.07101072e-05]
 [  8.09807610e-03   5.24272793e-04   3.55984643e-03   3.31242770e-01
    9.03880806e-04   8.77822042e-02   4.62851673e-03   3.31880496e-04
    5.57045758e-01   5.88275352e-03]
 [  6.06669858e-03   7.29802577e-03   4.08780962e-01   4.31087054e-03
    2.27694258e-01   8.70188996e-02   2.15017751e-01   3.44120053e-05
    4.11409475e-02   2.63723987e-03]
 [  1.59964998e-06   1.16271124e-07   2.00661339e-06   5.28691162e-05
    9.15012066e-08   2.82309775e-05   3.57691365e-09   9.99644637e-01
    1.75518886e-04   9.48970555e-05]
 [  4.14032329e-05   4.37850673e-07   2.99471844e-06   4.13153553e-03
    8.86908616e-04   3.16461927e-04   3.29750804e-07   9.47565079e-01
    4.82260875e-05   4.70065922e-02]
 [  9.58300428e-04   1.04425028e-02   1.57318171e-03   2.70303600e-02
    6.68672144e-01   3.16984132e-02   4.56920220e-03   2.82305311e-02
    2.03255489e-02   2.06499800e-01]
 [  3.45713226e-04   6.51636452e-04   2.30574209e-04   3.67020536e-03
    2.27676611e-02   6.98855007e-03   1.79346127e-04   8.78046870e-01
    2.54244194e-03   8.45769271e-02]
 [  1.44723114e-02   1.13897331e-01   4.65370148e-01   9.68016386e-02
    6.99237958e-02   1.59619413e-02   1.16414078e-01   2.97996681e-02
    5.13181463e-02   2.60409825e-02]
 [  9.63156343e-01   9.56127444e-09   3.09745618e-03   6.10068382e-04
    1.91975218e-07   3.29025052e-02   1.77076454e-05   1.32356843e-04
    7.41170588e-05   9.25999939e-06]
 [  2.83320900e-04   3.25605762e-03   7.22305244e-03   1.46393038e-04
    8.63111753e-04   9.21710161e-05   9.87361908e-01   8.09179892e-06
    7.01186771e-04   6.47488778e-05]
 [  9.33079541e-01   1.05512108e-05   3.24528804e-03   2.45162472e-03
    7.73897918e-04   3.57233398e-02   1.93135794e-02   1.32539705e-03
    1.53363589e-03   2.54299329e-03]
 [  1.13834351e-01   3.80627034e-06   7.30157554e-01   7.35787023e-03
    4.51878266e-04   4.58169263e-03   1.22244760e-01   2.13871317e-04
    2.05340404e-02   6.20082719e-04]
 [  4.11310990e-04   1.99848157e-03   2.62129633e-03   7.99047761e-03
    5.49161017e-01   1.34480149e-02   6.19010441e-02   3.18868295e-03
    6.04955703e-02   2.98784047e-01]
 [  5.49406162e-04   1.58040075e-05   9.47354711e-05   4.93304571e-03
    4.22969274e-02   4.67301300e-03   1.54963287e-04   3.66895013e-02
    6.50130399e-03   9.04091239e-01]
 [  4.44436519e-05   1.70478525e-04   9.04097804e-04   3.11919092e-03
    2.57713182e-05   1.38201678e-04   1.36887866e-06   9.91854191e-01
    6.97525800e-04   3.04469955e-03]
 [  2.13259142e-02   5.00535942e-04   8.87666736e-03   2.11573439e-03
    3.02439119e-04   5.40546894e-01   4.13444400e-01   3.12131051e-05
    1.26719102e-02   1.84266857e-04]
 [  9.40563987e-05   7.97732173e-06   5.33654520e-06   1.91437299e-04
    2.94802576e-01   5.51045290e-04   3.48160393e-05   6.12626458e-03
    6.45728505e-05   6.98121846e-01]
 [  1.31915922e-05   3.70349449e-06   4.17134579e-05   1.26004830e-04
    9.41132545e-01   1.90767355e-03   9.61085490e-04   5.10116224e-04
    1.03776238e-03   5.42660989e-02]
 [  7.50267785e-03   3.20375635e-04   1.15354583e-02   7.88045526e-01
    5.20729413e-03   5.22192493e-02   4.09592055e-02   5.88282421e-02
    3.11569981e-02   4.22499189e-03]
 [  1.10265071e-04   3.43424239e-04   3.16134567e-04   7.15474365e-03
    1.87451066e-03   2.18262710e-02   2.39440400e-04   8.94709374e-04
    9.44928050e-01   2.23124865e-02]
 [  2.22734339e-03   7.01275887e-04   3.21549028e-02   1.18980229e-01
    1.17717726e-04   1.93742037e-01   2.85065937e-04   3.53793032e-03
    6.46589637e-01   1.66382734e-03]
 [  1.07929991e-05   3.65690139e-05   6.69899513e-04   9.87874925e-01
    3.73476564e-06   3.02591524e-03   4.42250257e-06   1.71656592e-03
    6.60671107e-03   5.03797892e-05]
 [  1.99500690e-04   2.87048060e-05   6.67404849e-04   3.55228812e-01
    1.44670876e-05   6.31960392e-01   1.38632939e-04   9.22701787e-04
    1.02160126e-02   6.23412954e-04]
 [  1.14163005e-04   3.81645841e-05   9.90046322e-01   3.51384655e-03
    5.87179875e-06   1.83945649e-05   5.36813680e-03   1.19565329e-05
    8.66569986e-04   1.65728725e-05]]
INFO:tensorflow:probabilities = [[  5.03251627e-02   1.61762200e-02   1.83509407e-03   1.68031137e-02
    4.35269430e-05   3.69850129e-01   1.97857866e-04   3.12560089e-02
    5.12568712e-01   9.44226049e-04]
 [  7.95742380e-04   5.41344518e-04   1.49138253e-02   1.01414870e-03
    1.27016492e-05   7.88480174e-05   9.21857099e-06   9.53634620e-01
    1.07883997e-02   1.82110593e-02]
 [  2.68119294e-02   7.15895277e-03   6.87332571e-01   1.69777587e-01
    8.84459587e-04   5.64435078e-03   1.41982408e-02   3.05975578e-03
    8.36197063e-02   1.51243294e-03]
 [  3.42642330e-03   6.71364032e-05   2.27770055e-04   1.07889180e-03
    1.18185639e-01   2.94277328e-03   9.81922130e-05   3.02243382e-02
    1.23613551e-02   8.31387460e-01]
 [  1.92712266e-02   1.00046489e-03   7.47419238e-01   6.48724381e-03
    1.04304347e-02   5.23942010e-03   1.99638560e-01   4.09328728e-04
    9.34896059e-03   7.55203539e-04]
 [  6.95436418e-01   1.27247404e-05   6.39199838e-03   1.23484246e-03
    4.01233323e-03   1.73884302e-01   1.11815229e-01   5.64590213e-04
    2.13583955e-03   4.51184157e-03]
 [  8.56200359e-07   6.89962962e-06   9.88640677e-05   9.98032510e-01
    2.65398148e-09   4.15069051e-04   1.48780359e-07   9.95173119e-04
    4.36026341e-04   1.44455171e-05]
 [  6.54781284e-03   3.90424575e-05   9.79948580e-01   9.39279422e-03
    3.03437962e-04   5.95175952e-05   3.13717802e-03   5.08201047e-05
    4.50946536e-04   6.98446020e-05]
 [  5.36770734e-04   3.01074237e-03   2.94876372e-04   1.32513801e-02
    9.01102758e-05   4.47144359e-03   5.60863555e-06   9.22310948e-01
    2.24311594e-02   3.35968956e-02]
 [  5.15698083e-03   7.84196377e-01   3.24877352e-02   2.88621821e-02
    2.50105979e-03   3.02882418e-02   3.02689262e-02   7.08561996e-03
    6.90398887e-02   1.01129180e-02]
 [  2.47553794e-06   1.10489716e-04   1.44510515e-04   9.76085424e-01
    1.01874525e-06   3.63640283e-04   1.76848198e-06   2.26746313e-02
    3.97958036e-04   2.18090150e-04]
 [  9.93140996e-01   1.83975446e-10   2.77747284e-04   7.49002429e-05
    2.82281826e-06   1.65846999e-04   2.37075757e-04   5.50041720e-03
    6.34923126e-05   5.36682084e-04]
 [  1.90639531e-03   6.74442291e-01   2.31860317e-02   4.74876873e-02
    7.80297036e-04   3.93466931e-03   5.69308177e-04   1.95702001e-01
    2.49974187e-02   2.69939750e-02]
 [  4.29842994e-03   3.93604450e-02   2.69897692e-02   2.25965912e-03
    7.22284568e-03   2.49462090e-02   8.82634044e-01   1.52856097e-04
    1.09206121e-02   1.21505477e-03]
 [  9.97257054e-01   1.13616803e-10   2.22996496e-05   2.08957881e-05
    1.68022236e-08   2.64987582e-03   2.94326765e-05   5.23779499e-06
    1.48206664e-05   2.05351711e-07]
 [  4.17193194e-04   1.06011510e-06   7.51098152e-04   2.27111261e-04
    9.10925806e-01   5.03432646e-04   1.52046699e-03   3.88722779e-04
    2.64910632e-04   8.50000978e-02]
 [  1.10845664e-03   1.69855979e-04   9.73047554e-01   3.34097102e-04
    2.53271806e-04   3.09737050e-03   1.97348464e-02   3.52947995e-06
    2.20809970e-03   4.30962755e-05]
 [  2.63667386e-02   8.10677157e-05   5.25725773e-05   3.60353221e-03
    1.03732497e-02   8.51099014e-01   2.36024382e-04   6.75745122e-03
    4.39146645e-02   5.75157180e-02]
 [  4.86969762e-03   1.82524940e-03   3.85702681e-03   6.45531118e-01
    2.32712529e-03   2.95022309e-01   7.58589897e-03   1.53062679e-02
    1.93524268e-02   4.32287762e-03]
 [  2.29348690e-04   3.35840392e-03   2.04955898e-02   5.56581945e-04
    1.61602907e-02   3.55946738e-03   9.44599450e-01   1.59832398e-05
    1.02253081e-02   7.99590838e-04]
 [  8.04055948e-03   1.23504506e-04   1.53317731e-02   1.14848725e-01
    6.85264386e-05   8.18306565e-01   6.26875786e-03   2.64228118e-04
    3.66911553e-02   5.60958906e-05]
 [  9.20420163e-04   3.97014082e-04   1.94287754e-03   9.53510284e-01
    1.22930374e-04   3.67331393e-02   2.73392070e-03   2.70776509e-04
    3.18893930e-03   1.79739829e-04]
 [  9.59795713e-01   8.14928080e-06   1.39664544e-03   1.61264848e-03
    3.45265835e-05   3.37013379e-02   1.01865723e-03   6.63135797e-05
    2.32964242e-03   3.62321698e-05]
 [  3.14782346e-06   7.93797312e-08   9.29693488e-06   5.72671743e-05
    9.83315229e-01   1.18712223e-05   2.21672322e-04   2.75269878e-04
    3.93402937e-04   1.57128610e-02]
 [  1.13389101e-02   3.17815502e-05   4.38624091e-04   4.13953001e-03
    2.76769482e-04   1.56162784e-01   1.10661924e-04   3.11630848e-03
    8.01123083e-01   2.32615676e-02]
 [  3.06653278e-03   8.02564330e-07   2.78967809e-06   4.34822589e-03
    8.01171336e-06   9.70524371e-01   2.09108694e-04   1.61405769e-05
    2.18004584e-02   2.34551280e-05]
 [  1.21013273e-03   6.32081833e-03   5.38355624e-03   1.28119555e-03
    9.44814179e-03   2.50446629e-02   9.35222149e-01   6.14063392e-05
    1.40527552e-02   1.97518920e-03]
 [  1.54027378e-03   9.14902270e-01   3.36064994e-02   8.43240134e-03
    3.38413613e-03   2.54693767e-03   4.27478226e-03   8.22914299e-03
    2.05781907e-02   2.50535482e-03]
 [  2.33868894e-04   8.09806238e-07   3.64671490e-04   8.18658827e-06
    9.87248719e-01   5.42295573e-04   2.82989629e-03   2.58609932e-03
    6.68293796e-05   6.11850107e-03]
 [  4.91700775e-04   4.46395570e-05   3.57480198e-01   6.31272376e-01
    3.53544891e-08   5.56879910e-04   3.61994789e-05   1.09239794e-04
    1.00080790e-02   6.89416254e-07]
 [  9.96933699e-01   7.82994281e-10   3.82531958e-04   7.98329438e-06
    2.80070071e-06   3.24516936e-04   2.07457179e-03   2.12127983e-04
    8.73275167e-06   5.30444377e-05]
 [  4.74219657e-02   6.84622079e-02   5.83727695e-02   1.56978460e-03
    9.13334712e-02   8.13343674e-02   5.34916401e-01   2.00243754e-04
    1.14280462e-01   2.10829987e-03]
 [  8.91020230e-04   6.39169320e-06   9.68084812e-01   1.93707703e-04
    6.75068120e-04   1.84382952e-04   2.44291984e-02   2.31977992e-06
    5.30076725e-03   2.32243852e-04]
 [  1.61718682e-03   3.25755478e-04   2.42584907e-02   6.58995211e-02
    2.15183601e-01   2.36561209e-01   2.87560895e-02   1.91967038e-03
    1.05285667e-01   3.20192784e-01]
 [  1.75063591e-03   5.22589435e-05   1.42748235e-04   6.40319311e-04
    1.24879414e-04   9.64880688e-04   9.22145500e-06   9.54762995e-01
    6.44335942e-03   3.51086631e-02]
 [  9.72260058e-01   7.10745871e-06   4.46378835e-04   2.27364083e-03
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    6.18201506e-04   4.30394130e-06]
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    2.31723357e-02   8.44112830e-04]
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    1.47853047e-03   2.99371593e-03   2.38885125e-03   1.46310055e-03
    5.26395068e-02   5.49690006e-03]
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    1.41504398e-02   4.69270954e-03   9.04138684e-01   6.54752585e-05
    8.21973104e-03   1.21031352e-03]
 [  2.59127957e-03   4.66527343e-02   3.34961747e-04   6.21999986e-03
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    9.12107527e-01   1.18090194e-02]
 [  7.11433357e-04   1.81384012e-03   8.11873317e-01   7.68036349e-03
    4.48228838e-03   3.26884724e-03   6.84445947e-02   2.62742303e-03
    9.44127813e-02   4.68499633e-03]
 [  9.32599545e-01   2.74950249e-08   5.92535138e-02   5.33719966e-03
    6.93357038e-07   1.85026554e-03   2.11469145e-04   4.96924549e-05
    5.74228354e-04   1.23486097e-04]
 [  1.95956847e-04   5.00318638e-05   1.06952129e-05   1.23324717e-04
    3.48290205e-01   1.39171192e-02   1.45084792e-04   3.18840332e-02
    2.19436157e-02   5.83439887e-01]
 [  1.56291790e-05   3.17844133e-08   1.81163728e-07   1.49534289e-05
    1.64073413e-06   9.98689848e-06   8.83256224e-09   9.99397516e-01
    1.19785536e-05   5.47988515e-04]
 [  9.85839188e-01   1.04571666e-06   1.03125363e-04   2.86178757e-03
    1.19707329e-05   4.55923239e-03   1.91542611e-03   6.38555066e-05
    4.40612528e-03   2.38252134e-04]]
INFO:tensorflow:global_step/sec: 155.935
INFO:tensorflow:loss = 0.37341, step = 3701
INFO:tensorflow:probabilities = [[  1.47232262e-03   8.97833288e-01   1.42500605e-02   3.01390886e-02
    1.18915960e-02   2.91498075e-03   3.02521931e-03   1.93863008e-02
    1.22705437e-02   6.81668893e-03]
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    4.74094879e-03   2.42392674e-01]
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    3.75206073e-05   1.15458226e-06]
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    6.19554194e-05   1.50322576e-05]
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    1.97087973e-01   2.85682864e-02]
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    2.24390533e-03   9.61505771e-01]
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    3.03254604e-01   7.56718498e-03]
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    3.17548146e-03   9.32345212e-01]
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    6.22097449e-03   3.75531265e-03]
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    7.65075767e-03   9.07854080e-01]
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    1.48180183e-02   1.42314294e-02]
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    1.17882947e-03   1.17214248e-01]
 [  8.76018021e-05   9.83219087e-01   1.72832969e-03   6.47535175e-03
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    1.97062572e-03   1.89695038e-06   9.96503711e-01   9.98044743e-06
    5.53069585e-05   5.14407075e-05]
 [  1.28537172e-03   1.47441140e-04   5.93977282e-03   9.74722624e-01
    5.77884634e-07   1.51341045e-02   1.22933605e-04   1.05223407e-04
    2.51330179e-03   2.85332280e-05]
 [  2.33619954e-04   3.47370922e-04   4.74178698e-04   4.84636053e-03
    3.48477843e-05   6.05533947e-04   1.91249796e-06   9.19911861e-01
    5.66273816e-02   1.69169176e-02]
 [  6.77548291e-04   4.78533730e-05   6.57305936e-04   1.35091504e-05
    8.71398807e-01   7.19235837e-03   7.32639618e-03   9.07134172e-03
    1.45123275e-02   8.91026109e-02]
 [  9.95171845e-01   1.23997836e-07   3.77674878e-04   2.63903057e-05
    9.20963657e-07   8.26011645e-04   2.57004006e-03   8.05807394e-06
    1.00555469e-03   1.32972436e-05]
 [  2.51338133e-05   1.30721710e-05   3.88213848e-05   9.79712963e-01
    1.15911075e-06   7.06830935e-04   5.76600989e-08   1.47231529e-02
    2.67734146e-03   2.10150843e-03]
 [  1.35288795e-03   2.22148579e-02   1.13180457e-02   8.60611260e-01
    1.57454342e-03   4.60840389e-02   3.08598187e-02   4.84098447e-03
    1.59980878e-02   5.14553534e-03]]
INFO:tensorflow:probabilities = [[  4.16977215e-04   9.17141795e-01   3.35591584e-02   1.49324499e-02
    4.10754466e-03   3.28412862e-03   3.17869592e-03   1.45905535e-03
    2.12728959e-02   6.47259294e-04]
 [  3.63567524e-05   3.43914944e-05   9.92927969e-01   2.25063320e-03
    1.91963831e-04   2.03757509e-06   4.40029148e-03   7.33593151e-06
    1.46039078e-04   2.91390234e-06]
 [  1.00889886e-02   2.05016782e-04   7.87576437e-01   2.59420788e-03
    1.63611821e-05   8.20594281e-03   3.32707167e-02   1.45611892e-04
    1.57485157e-01   4.11624409e-04]
 [  3.17163998e-03   4.96698427e-04   3.76833050e-05   6.55277818e-03
    2.96277348e-02   9.30714309e-02   3.10592732e-04   2.93525577e-01
    7.64412880e-02   4.96764570e-01]
 [  5.71871467e-04   8.05346644e-05   8.00924550e-04   7.55742565e-03
    1.89248331e-05   2.90280301e-03   1.41804139e-05   1.94682769e-04
    9.87179458e-01   6.79140969e-04]
 [  2.04004682e-04   8.50795288e-07   1.04268023e-03   9.76906121e-01
    1.29085333e-06   1.95504706e-02   7.11413377e-05   8.35175615e-06
    2.21246271e-03   2.65071844e-06]
 [  9.97548401e-01   1.61845704e-09   9.95912796e-06   2.16944791e-05
    9.71148406e-09   2.22551497e-03   1.65202335e-04   5.03156116e-06
    2.23506067e-05   1.94232007e-06]
 [  1.13107853e-05   9.78169737e-06   9.99492288e-01   1.94587672e-04
    8.29093733e-06   8.09162088e-08   2.72019912e-04   3.32415038e-06
    4.19548041e-06   4.05406990e-06]
 [  4.84615681e-04   1.17563047e-06   1.95367265e-05   1.58111134e-03
    3.02242897e-02   1.11543701e-03   2.13451349e-05   1.16241395e-01
    5.46474801e-03   8.44846368e-01]
 [  9.70617890e-01   6.13650197e-09   1.09169516e-03   4.88241873e-04
    2.04919193e-09   2.76332200e-02   1.48518684e-05   1.01728503e-04
    4.56869784e-05   6.75521187e-06]
 [  3.83918732e-03   4.29269188e-04   2.11132050e-04   1.76701928e-03
    4.55913693e-02   1.75465196e-02   2.22285418e-03   6.96050450e-02
    1.38480151e-02   8.44939530e-01]
 [  7.04842823e-05   5.90939010e-07   9.98610258e-01   8.15846317e-04
    4.55660853e-07   2.73133210e-05   3.80785554e-04   2.04711228e-06
    9.14124175e-05   8.59552131e-07]
 [  6.68171677e-04   1.77947732e-04   3.33570424e-05   4.65545524e-03
    5.63768577e-03   9.64032292e-01   3.19919619e-03   1.84998076e-04
    1.56469513e-02   5.76406391e-03]
 [  2.20142290e-04   8.60873202e-04   1.50670041e-03   9.33271766e-01
    8.12178943e-04   4.41370830e-02   1.03346677e-03   2.53512495e-04
    1.57421585e-02   2.16213823e-03]
 [  3.76861244e-02   2.99893611e-04   1.10639118e-01   3.56292158e-01
    2.94340914e-03   2.84404695e-01   3.48790400e-02   2.59900205e-02
    1.35481313e-01   1.13843288e-02]
 [  9.77922916e-01   2.73797173e-06   8.39172769e-03   5.96910948e-03
    1.27331696e-05   6.18361635e-03   2.65691371e-04   3.50508140e-04
    7.09987537e-04   1.91037354e-04]
 [  2.04710333e-04   9.19532180e-02   9.31111947e-02   1.76769737e-02
    2.65148729e-01   2.20300127e-02   1.12964466e-01   3.75606827e-02
    7.84774274e-02   2.80872613e-01]
 [  2.21170043e-03   8.76383603e-01   2.18167733e-02   1.84827317e-02
    6.44584373e-03   1.11132450e-02   1.82992127e-02   1.11335646e-02
    2.15158258e-02   1.25974240e-02]
 [  3.10819858e-04   9.53747928e-01   4.35763597e-03   1.56697724e-02
    2.38187538e-04   1.70577830e-03   6.82434998e-04   1.25367846e-02
    3.28907766e-03   7.46159069e-03]
 [  2.51099933e-04   5.57723735e-03   1.87011203e-04   1.15904035e-02
    1.04939908e-01   9.05960426e-02   4.60663904e-03   8.92002322e-03
    5.50178066e-02   7.18313813e-01]
 [  1.16753772e-05   9.93605196e-01   3.28757131e-04   2.01906171e-03
    1.34345421e-04   4.62590426e-04   1.96580775e-04   5.89924573e-04
    1.66081497e-03   9.91063192e-04]
 [  4.20349534e-06   1.52583846e-06   8.28353077e-05   5.42062626e-05
    9.64358330e-01   1.05317551e-04   7.41247422e-05   3.53107724e-04
    2.20667804e-04   3.47455628e-02]
 [  5.74774749e-05   1.93707703e-04   1.65944663e-03   4.00367171e-05
    1.10883918e-03   1.94361652e-04   9.96347249e-01   1.49393131e-07
    3.83830338e-04   1.47908868e-05]
 [  2.73899734e-03   1.34166272e-03   9.78307612e-03   2.67302901e-01
    7.47527665e-05   4.21668619e-01   8.93518701e-03   7.06917926e-05
    2.87967384e-01   1.16803443e-04]
 [  6.71081807e-06   7.98063229e-06   9.41196231e-06   3.91163724e-03
    9.78044212e-01   5.84206195e-04   1.46662199e-03   3.07236635e-03
    9.96426563e-04   1.19003840e-02]
 [  1.26364277e-04   1.28946758e-05   4.86608216e-04   6.25568256e-03
    1.13874585e-05   1.68294122e-03   6.21095523e-07   9.81340766e-01
    5.03788469e-03   5.04485564e-03]
 [  6.78212056e-03   1.17470972e-05   4.20301408e-02   2.50491826e-03
    7.59306252e-01   3.29396594e-03   2.37316918e-02   1.43171195e-03
    1.31179951e-03   1.59595713e-01]
 [  2.51187856e-04   1.88106060e-04   9.83543932e-01   2.76904646e-03
    1.07573087e-05   1.33162452e-04   1.26498779e-02   1.67235112e-06
    4.51072585e-04   1.15272724e-06]
 [  2.51205619e-02   3.33799934e-03   3.61727178e-03   2.30894075e-03
    1.59058854e-01   4.85007942e-01   1.08737975e-01   5.46427537e-03
    1.81932539e-01   2.54136752e-02]
 [  7.54476991e-04   4.77045396e-04   5.09365797e-01   3.86872143e-01
    7.35624280e-06   8.74018820e-04   5.10968152e-04   9.92711782e-02
    1.44489889e-03   4.22108336e-04]
 [  7.68289901e-05   1.45796616e-06   9.98088658e-01   1.21600009e-04
    6.13534667e-06   1.02510126e-06   1.68985419e-03   6.96531515e-07
    1.30358585e-05   5.34325352e-07]
 [  5.66147873e-03   8.35397486e-07   8.46800581e-03   9.00969386e-01
    2.59107583e-06   3.28570716e-02   2.62216665e-04   1.87737937e-03
    4.97796983e-02   1.21395205e-04]
 [  4.79963986e-04   9.84209031e-03   3.37062986e-04   3.54899205e-02
    4.43106797e-03   3.63759100e-02   1.06025065e-04   4.91798222e-01
    3.91260982e-02   3.82013649e-01]
 [  1.14990969e-03   8.92176104e-05   5.45115070e-03   9.68404207e-03
    1.22376472e-01   1.06499474e-02   5.01315296e-03   1.81650429e-03
    1.44602368e-02   8.29309285e-01]
 [  3.20092076e-04   1.34850234e-06   1.88123092e-01   6.05900015e-04
    7.57607400e-01   4.02290694e-04   2.89690737e-02   1.11546321e-03
    5.71234559e-04   2.22841650e-02]
 [  2.41220288e-04   2.47083534e-03   8.94872122e-04   9.75605786e-01
    3.27373054e-05   5.61451772e-03   1.60813055e-04   7.53999269e-03
    1.44428061e-03   5.99490665e-03]
 [  1.48631132e-03   1.40501007e-01   3.69104259e-02   1.01839922e-01
    1.52236666e-03   6.77475557e-02   1.48446336e-02   9.75888921e-04
    6.26593530e-01   7.57831195e-03]
 [  9.90044773e-01   1.60227227e-08   6.35960532e-05   7.50079562e-05
    1.22091528e-08   9.50451475e-03   5.91360294e-05   1.04421053e-06
    2.51569494e-04   2.66043088e-07]
 [  9.22520630e-05   3.66754398e-06   2.09895043e-05   4.45279176e-04
    1.65059999e-01   9.25710145e-03   9.06692992e-04   2.34534452e-03
    5.75772603e-04   8.21292937e-01]
 [  5.17652044e-03   1.36858579e-02   1.16731040e-01   2.02880219e-01
    2.81419576e-04   1.90254289e-03   1.00582001e-04   3.96314025e-01
    2.41863221e-01   2.10645851e-02]
 [  9.46423854e-04   1.30196079e-03   4.35386272e-03   1.75683526e-03
    4.48429404e-04   5.77614410e-03   4.59168659e-04   6.01833221e-03
    9.71496284e-01   7.44258845e-03]
 [  1.63297256e-04   1.71097108e-05   1.05386763e-03   1.55052450e-03
    9.55088308e-06   5.53057995e-04   4.71536514e-05   2.77639629e-05
    9.96418715e-01   1.58895637e-04]
 [  2.77877640e-04   6.35703513e-03   3.64858564e-03   1.73806101e-02
    1.30824383e-05   6.40994345e-04   6.00426392e-06   9.19239640e-01
    3.08309272e-02   2.16051899e-02]
 [  3.45682412e-01   3.16811588e-06   5.65285146e-01   5.25962338e-02
    3.73370403e-06   2.03833170e-02   3.13426275e-03   9.69371758e-05
    1.25165144e-02   2.98292260e-04]
 [  1.54793597e-05   8.89934472e-06   7.94129353e-03   4.01533471e-05
    2.04418451e-02   2.74527672e-04   9.70538318e-01   1.93059645e-06
    7.25534512e-04   1.19760398e-05]
 [  1.34657347e-03   1.95145240e-05   2.76198564e-03   2.13105395e-01
    6.70931113e-05   6.94383025e-01   2.27738032e-03   2.66080242e-05
    8.58406648e-02   1.71877982e-04]
 [  1.21220027e-03   1.16235344e-04   5.72742037e-02   4.97006327e-02
    4.17273073e-03   5.32005541e-02   8.13585281e-01   2.89651286e-03
    1.04785701e-02   7.36308517e-03]
 [  2.60331901e-03   8.79973620e-02   4.33023348e-02   3.07050906e-03
    1.16184335e-02   2.78922427e-03   8.20954621e-01   6.45439257e-04
    2.44447142e-02   2.57407897e-03]
 [  1.40740154e-02   2.83590071e-02   7.58041367e-02   1.12755239e-01
    1.00262907e-04   5.50745465e-02   2.94963103e-02   3.46056710e-04
    6.79439783e-01   4.55061719e-03]
 [  4.96777997e-04   6.87651846e-05   4.88087209e-03   4.54944471e-04
    1.67367762e-04   9.04097571e-04   9.91583407e-01   5.73752732e-06
    1.38323545e-03   5.47452837e-05]
 [  9.60879177e-02   1.05054898e-03   4.72516865e-02   1.84962503e-03
    2.35058367e-03   2.61852909e-02   8.18145812e-01   1.00515288e-04
    5.59302466e-03   1.38494116e-03]
 [  1.75768405e-03   1.57063990e-03   2.86710449e-02   6.17763819e-03
    1.84438258e-01   3.95405991e-03   6.57609046e-01   1.26517536e-02
    4.92951423e-02   5.38747385e-02]
 [  6.13273494e-03   9.85758961e-05   2.59753526e-03   2.54741590e-02
    6.47139968e-04   8.26253891e-01   3.14665702e-03   1.00886427e-04
    1.32819101e-01   2.72922078e-03]
 [  7.30328793e-06   2.34280151e-06   1.27672229e-05   9.92607875e-06
    9.95543659e-01   9.88353058e-05   8.39009124e-04   1.69011910e-04
    7.81984272e-05   3.23894084e-03]
 [  1.62244818e-04   5.56744126e-05   3.19463143e-05   1.39046126e-04
    2.94631869e-02   7.07737729e-03   1.30103319e-04   2.51778793e-02
    1.24654658e-02   9.25297081e-01]
 [  2.20482019e-04   1.42329183e-04   9.93420899e-01   2.87062442e-03
    2.10983562e-04   2.22811810e-04   1.32906693e-03   7.14749156e-04
    5.52058918e-04   3.15928628e-04]
 [  9.91032866e-05   2.07217496e-07   6.43814623e-04   2.68267195e-06
    4.92776569e-04   3.23694039e-05   9.98668551e-01   5.93658910e-07
    4.53762277e-06   5.53634454e-05]
 [  5.11074788e-04   1.14832155e-03   9.20424819e-01   1.39079234e-02
    4.93544167e-06   1.85445603e-03   1.09973676e-04   6.41265884e-03
    5.55569753e-02   6.88719592e-05]
 [  3.38507816e-03   8.81014824e-01   3.03545129e-02   1.67159438e-02
    9.96205397e-03   4.50193603e-03   4.11191117e-03   1.36764366e-02
    2.70020645e-02   9.27533954e-03]
 [  1.57811880e-01   8.69444921e-06   9.13049851e-04   3.05653363e-02
    5.55799867e-04   6.46536171e-01   3.87328188e-03   1.03995739e-03
    1.58099532e-01   5.96208556e-04]
 [  7.63780437e-04   1.46505681e-06   4.37898507e-06   1.46528182e-04
    1.96409062e-03   2.29325076e-03   1.90251910e-06   9.03766096e-01
    5.80697262e-04   9.04778093e-02]
 [  2.92398123e-04   9.15792704e-01   5.53312432e-03   4.47952710e-02
    1.59048953e-03   2.04890198e-03   1.69127760e-03   1.07455971e-02
    4.62544663e-03   1.28848078e-02]
 [  2.13562232e-03   4.59189960e-06   8.90922360e-03   5.86102396e-05
    1.30579981e-03   9.17716359e-04   9.86021578e-01   7.60342482e-06
    5.64880378e-04   7.43205674e-05]
 [  2.61792855e-04   1.48580794e-03   8.76123551e-04   1.03382925e-02
    8.55492428e-02   1.24407541e-02   2.20304797e-03   1.36386435e-02
    6.69307783e-02   8.06275487e-01]
 [  6.91296416e-04   2.84632016e-03   2.83031892e-02   1.27584994e-04
    8.89479876e-01   3.81989754e-03   2.36116983e-02   2.91766180e-03
    9.31065623e-03   3.88918445e-02]
 [  6.27279951e-05   7.53314001e-03   6.61113154e-05   3.87447909e-03
    1.34654387e-04   2.43755276e-04   3.58193847e-06   9.48657036e-01
    8.82344262e-04   3.85421813e-02]
 [  5.97999105e-03   6.78162498e-04   2.31005088e-03   2.50986814e-01
    2.42243797e-04   3.82755011e-01   3.08393428e-05   9.07571539e-02
    2.41181597e-01   2.50781644e-02]
 [  1.17303140e-03   7.28821760e-05   1.88421734e-04   3.03095169e-02
    5.08577396e-05   8.52735937e-01   4.08556007e-05   1.46763574e-04
    1.09779790e-01   5.50194969e-03]
 [  4.30475809e-02   8.71983411e-06   1.40631329e-02   4.30045836e-03
    5.73055260e-03   2.06583992e-01   7.02437162e-01   2.05386168e-05
    2.15876866e-02   2.22020666e-03]
 [  2.09092323e-05   9.78104435e-06   1.55759444e-05   2.61908378e-02
    4.75038291e-07   1.14648021e-03   2.35852982e-09   9.71357226e-01
    3.36076424e-04   9.22688399e-04]
 [  4.38500615e-03   2.07659341e-02   1.48556933e-01   1.14449047e-01
    2.77842191e-04   1.91542786e-02   1.13749621e-03   1.50261363e-02
    6.74327791e-01   1.91952498e-03]
 [  4.59366383e-05   7.63708819e-03   5.05781779e-03   4.06538695e-02
    8.86752456e-03   1.27484580e-03   8.78376013e-05   6.59836888e-01
    3.99176106e-02   2.36620545e-01]
 [  8.23685696e-06   1.12577621e-03   9.67568398e-01   3.09288092e-02
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    1.67919032e-04   3.36890366e-06]
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    1.29024331e-02   1.03764720e-02]
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    1.02814268e-02   1.04574570e-02]
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    5.66776180e-05   5.13838887e-01   1.32397667e-03   1.29654608e-03
    3.63847017e-01   1.17583887e-03]
 [  5.80958149e-04   2.22214684e-03   3.00967731e-02   9.24016178e-01
    4.17263509e-05   6.29108027e-03   5.85537236e-05   2.73739789e-02
    6.90464070e-03   2.41385819e-03]
 [  1.88451586e-03   1.43202895e-04   1.13347662e-03   8.56782019e-01
    1.49066527e-05   1.25562057e-01   1.54054414e-05   1.23445672e-04
    1.41125089e-02   2.28422898e-04]
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    1.76878355e-04   3.22603341e-03   2.07505724e-03   2.90275156e-03
    1.20767327e-02   2.38467101e-03]
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    2.49097820e-06   3.20303440e-02   1.42549088e-05   4.89504127e-05
    1.96141237e-03   1.05814899e-04]
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    9.28875327e-01   7.43290875e-03   3.97130335e-03   8.33254016e-04
    6.41583465e-03   5.00880294e-02]
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    2.57173781e-07   3.07085109e-03   6.19151888e-06   3.76297918e-04
    2.64338963e-03   3.39192862e-04]
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    4.88879159e-02   2.84385383e-02   1.74728732e-04   1.30741358e-01
    8.01835880e-02   6.93867981e-01]
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    5.75820857e-04   9.63379741e-01   6.63331477e-03   2.43857103e-05
    3.94526543e-03   9.28868889e-04]
 [  1.58718822e-03   3.54281021e-03   2.82035744e-05   6.25720397e-02
    2.49563809e-03   3.02215777e-02   1.00990245e-03   1.14188060e-01
    3.09727136e-02   7.53381848e-01]
 [  6.93938956e-02   1.82995916e-06   4.43670666e-03   1.91545296e-05
    7.67864466e-01   1.95251834e-02   9.85111818e-02   1.65289710e-03
    8.24071653e-03   3.03539615e-02]
 [  1.02821104e-02   5.32819977e-05   1.92166551e-03   5.50346747e-02
    6.74515322e-04   8.81785512e-01   1.24540972e-03   6.67788694e-03
    2.96450835e-02   1.26798972e-02]
 [  1.22092280e-03   9.48143303e-01   1.60459504e-02   5.22262696e-03
    2.41433643e-03   1.20293046e-03   2.66301748e-03   4.04109061e-03
    1.80934258e-02   9.52230534e-04]
 [  2.38182838e-04   5.05009950e-07   7.15508999e-04   1.56008580e-03
    7.69090559e-03   6.89553982e-03   3.57516605e-04   9.12311435e-01
    1.25109300e-03   6.89791068e-02]
 [  3.12466752e-02   2.16212636e-03   1.45627506e-04   2.52686627e-02
    8.14272789e-04   7.80066609e-01   3.06439732e-04   6.22581085e-03
    1.11572281e-01   4.21914086e-02]
 [  1.42153804e-04   3.02524968e-05   5.24961324e-05   3.18342587e-04
    9.35534358e-01   1.68289884e-03   2.63668888e-04   1.79329200e-03
    8.76368664e-04   5.93062006e-02]
 [  3.37097918e-05   2.09579579e-04   3.14800534e-04   2.00333004e-03
    9.01857615e-01   2.50434643e-03   1.22162490e-03   1.61149877e-03
    2.34624371e-03   8.78971890e-02]
 [  2.29725803e-04   9.61395144e-01   1.22246556e-02   1.07218139e-02
    5.55818493e-04   7.07497238e-04   1.59771065e-03   2.46881484e-03
    8.71037412e-03   1.38835399e-03]]
INFO:tensorflow:global_step/sec: 157.373
INFO:tensorflow:loss = 0.375504, step = 3801
INFO:tensorflow:probabilities = [[  1.19757978e-03   1.10742612e-05   2.85951137e-05   4.15111985e-03
    9.13358293e-04   1.70170274e-02   7.30666716e-06   8.18061888e-01
    2.11206684e-03   1.56499982e-01]
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    5.83332896e-01   7.42493477e-03]
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    3.25225876e-03   1.42432167e-04]
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    5.28058708e-01   4.40892801e-02]
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    1.11084282e-02   7.26435244e-01]
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    7.69624934e-02   6.17347211e-02]
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    2.98253656e-03   2.69811763e-03]
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    1.37481600e-01   7.44073167e-02]
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    3.61013156e-03   7.99613167e-03]
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    2.16539241e-02   5.88106038e-03]
 [  1.10938476e-04   9.89119291e-01   2.36393884e-03   3.16533516e-03
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    4.74414267e-02   1.44711696e-03]
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    1.03687532e-01   4.46002977e-03]
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    1.39875092e-05   4.04239981e-04   9.59329545e-01   1.44730876e-07
    1.98819762e-04   2.25199372e-07]
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    1.58264816e-01   6.23639673e-04]
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    1.61602534e-02   1.28172175e-03]
 [  9.59416687e-01   1.09856853e-06   1.30287791e-02   2.27142940e-03
    2.17652596e-05   2.14940384e-02   2.03330512e-03   1.40504519e-04
    1.26992026e-03   3.22668697e-04]
 [  3.22007388e-02   1.33683855e-07   1.25947379e-04   1.23444217e-04
    4.20965807e-05   9.65734780e-01   1.63002303e-04   4.21631150e-04
    1.06809998e-03   1.20068813e-04]
 [  3.03813467e-05   4.11808600e-07   9.99822795e-01   7.40416217e-05
    1.11031977e-05   4.46960740e-07   3.61327002e-05   1.73404692e-06
    7.90688318e-06   1.50919122e-05]
 [  9.95399654e-01   8.32734948e-09   2.59480439e-04   2.16370681e-04
    2.39578162e-06   3.87203135e-03   4.07379375e-05   3.60046324e-05
    1.67551698e-04   5.89546880e-06]
 [  1.05084537e-03   3.27240617e-04   7.69339129e-02   4.22958970e-01
    3.85594629e-02   2.20002532e-01   1.89212486e-02   7.12576834e-03
    1.90865919e-01   2.32540481e-02]
 [  7.43351062e-04   1.20996958e-06   6.00692256e-05   3.04683251e-03
    8.23045596e-02   2.42970139e-03   3.33921344e-05   1.67946026e-01
    3.28356330e-03   7.40151286e-01]
 [  3.86839844e-02   3.08798462e-01   3.86218354e-02   5.57109155e-03
    1.02193831e-02   5.67259155e-02   3.86017531e-01   1.39083376e-03
    1.50769100e-01   3.20174103e-03]
 [  7.24353420e-04   8.77464637e-02   9.20336843e-02   2.32463842e-03
    4.69510853e-02   1.14390301e-02   7.22775698e-01   2.22959890e-04
    3.14231552e-02   4.35890118e-03]
 [  3.04863374e-06   2.04243378e-07   3.36335215e-04   9.99570072e-01
    3.51575391e-09   1.89857601e-05   2.68967966e-07   1.76058074e-05
    5.35563158e-05   4.52765079e-08]
 [  1.67600848e-02   5.85145666e-04   1.51441607e-03   1.43950552e-01
    1.99519229e-04   7.10135996e-02   3.64420877e-04   6.61961967e-03
    7.06159115e-01   5.28334901e-02]
 [  3.32932733e-03   1.00196456e-04   9.52701926e-01   7.92098173e-04
    1.52217934e-03   1.81984084e-04   7.54219666e-03   3.92665475e-04
    3.22292112e-02   1.20833260e-03]
 [  3.23978049e-04   1.78044930e-03   2.04273523e-03   9.05940652e-01
    8.98537750e-04   2.01095492e-02   1.01723475e-04   6.88680913e-04
    5.71996607e-02   1.09141115e-02]
 [  5.73886447e-02   1.35068037e-03   8.75878788e-04   1.38830405e-03
    2.23857258e-02   6.91677332e-01   4.44896612e-03   3.40512283e-02
    1.56414986e-01   3.00182048e-02]
 [  7.75884429e-04   3.63421217e-02   1.49569777e-03   9.01775993e-03
    8.06595907e-02   1.46920038e-02   4.42116009e-03   3.65032144e-02
    1.73422471e-01   6.42670155e-01]
 [  1.09381899e-02   7.41234958e-01   7.21812472e-02   5.43824658e-02
    6.51269825e-03   2.48081237e-02   8.45045596e-03   1.18077323e-02
    6.19065873e-02   7.77762989e-03]
 [  3.17941210e-03   1.59340091e-02   5.99959679e-02   2.02361122e-03
    6.56568289e-01   1.48513531e-02   1.98271170e-01   1.11041102e-03
    4.06911485e-02   7.37471972e-03]
 [  9.01203020e-05   1.63690391e-04   1.50207675e-03   9.84970093e-01
    1.74733359e-05   1.52260519e-03   2.24596329e-06   1.42313214e-03
    9.86346137e-03   4.45259095e-04]
 [  1.91098618e-04   2.80569238e-05   2.17001230e-04   8.96338024e-05
    9.46887910e-01   6.27580099e-04   8.25606345e-04   2.17771623e-04
    2.85993842e-03   4.80554029e-02]
 [  3.79840797e-03   5.80503084e-02   1.47906772e-03   1.77147388e-01
    2.10231729e-03   8.20690319e-02   2.54022866e-03   2.75010895e-02
    5.55630684e-01   8.96814689e-02]
 [  1.97499245e-03   3.38707250e-05   7.07541499e-03   1.73925434e-03
    3.28269377e-02   3.00016813e-03   8.30396195e-04   2.46819809e-01
    3.37310531e-03   7.02326059e-01]
 [  1.84127055e-02   8.58034566e-02   5.74161764e-03   1.86478898e-01
    1.47614250e-04   6.42644227e-01   1.52621209e-03   4.34078649e-03
    5.00233173e-02   4.88121063e-03]
 [  8.22482034e-05   2.31221733e-07   7.36344873e-07   1.16236228e-03
    4.84474867e-06   1.43059951e-04   6.25010870e-08   9.95191216e-01
    1.58270937e-04   3.25705111e-03]
 [  9.99548137e-01   6.36389108e-10   3.47428863e-06   1.34632224e-04
    4.48819371e-10   2.81835586e-04   3.82161538e-08   2.22873223e-05
    5.46241563e-06   4.11734163e-06]
 [  7.55429151e-04   3.54419581e-06   3.33624557e-05   8.51160497e-04
    4.55926747e-05   7.60527886e-03   2.63573997e-06   9.77839112e-01
    5.66911069e-04   1.22970808e-02]
 [  1.74814224e-04   2.73465434e-06   1.49493226e-05   1.27792082e-04
    2.58333415e-01   2.70733167e-03   9.09025766e-05   7.16728047e-02
    1.19587337e-03   6.65679395e-01]
 [  3.72026907e-03   1.73061038e-04   3.36584868e-03   3.39716207e-03
    9.48464614e-04   2.59325653e-02   3.59708094e-03   9.20655497e-04
    9.53194380e-01   4.75051114e-03]
 [  3.99434975e-05   8.79527211e-01   1.13236730e-03   8.37215856e-02
    7.28143263e-04   2.57634674e-03   7.20328535e-04   1.70613360e-02
    1.13148382e-02   3.17786727e-03]
 [  1.28369906e-03   1.61440449e-03   1.44314272e-02   4.10534218e-02
    2.44036910e-05   7.39939976e-04   2.47482876e-05   8.40676248e-01
    8.53964984e-02   1.47551354e-02]
 [  7.15163367e-07   1.01647629e-06   9.99818981e-01   1.66209538e-05
    1.29534016e-07   4.74842778e-08   1.61487958e-04   7.24744709e-09
    1.09521113e-06   4.31971525e-09]
 [  4.27368854e-04   2.85415823e-04   3.73376824e-04   7.65047036e-03
    1.25347302e-04   5.36266193e-02   1.34164453e-04   4.25439321e-05
    9.36751127e-01   5.83615853e-04]
 [  3.34796612e-03   2.54644201e-05   1.51167891e-03   2.48148218e-01
    1.13746512e-03   7.35757530e-01   1.33101910e-03   5.47615418e-05
    8.08497891e-03   6.00966043e-04]
 [  1.13467628e-03   2.16399826e-06   4.67288634e-03   5.04188247e-05
    8.05448974e-04   3.16497666e-04   9.92834568e-01   1.70675594e-05
    4.43821082e-05   1.21866629e-04]
 [  1.51681760e-02   3.91701143e-03   2.78128926e-02   6.60815477e-01
    2.79470434e-04   1.67360574e-01   6.94800634e-04   2.57085692e-02
    9.01228935e-02   8.12004879e-03]
 [  9.99757230e-01   4.39332098e-10   7.16119102e-05   7.62062773e-05
    3.83615850e-09   8.53893143e-05   1.44422856e-07   5.92918332e-06
    3.26758345e-06   3.57606496e-07]
 [  1.40850777e-02   8.40035409e-06   1.06521612e-02   2.40201844e-04
    4.07552440e-03   5.42858324e-04   9.59197581e-01   1.21153469e-04
    9.29997396e-03   1.77699316e-03]
 [  5.01422100e-02   3.19646066e-03   7.88899953e-04   7.89505802e-03
    1.69326656e-03   8.33662570e-01   4.85916156e-04   1.48828449e-02
    7.96845257e-02   7.56834494e-03]
 [  1.23473510e-04   9.38359439e-01   3.21802730e-03   1.09313903e-02
    4.19851439e-03   7.81724602e-03   4.64782584e-03   2.41356646e-03
    2.25887615e-02   5.70181105e-03]
 [  2.57695996e-04   9.31559563e-01   7.91432243e-03   7.57884700e-03
    6.73972769e-04   9.07687878e-04   2.67513073e-03   4.09399392e-03
    4.32329401e-02   1.10567571e-03]
 [  1.07510641e-04   9.86881852e-01   2.77247303e-03   2.90555134e-03
    6.49807334e-05   5.64754126e-04   2.04616576e-04   2.20981683e-03
    4.04942641e-03   2.39072528e-04]
 [  1.59325209e-05   4.60755509e-05   2.63297954e-03   9.94715869e-01
    1.35631533e-04   3.71687289e-04   5.00949718e-05   4.85708515e-05
    1.86643470e-03   1.16726173e-04]
 [  1.82911881e-05   1.14897624e-07   9.99184787e-01   5.17358480e-04
    7.26404892e-08   8.90302317e-07   2.73781159e-04   7.07855605e-08
    4.42968121e-06   8.65886136e-08]
 [  3.35651130e-04   2.12132563e-05   9.98276353e-01   1.81122174e-04
    2.12567556e-05   8.68179177e-06   7.80052855e-04   1.97734653e-06
    3.58604681e-04   1.49392608e-05]
 [  4.01620666e-04   6.88826339e-03   7.24951446e-04   1.65229896e-04
    1.24966018e-02   9.42791283e-01   1.70595627e-02   1.53053843e-05
    1.90962646e-02   3.60946025e-04]
 [  1.05520734e-03   1.75758396e-04   9.64591444e-01   1.86362735e-03
    1.33536635e-02   4.78587393e-03   9.13578644e-03   5.94951962e-05
    4.21761395e-03   7.61490490e-04]
 [  2.36118138e-02   2.10101083e-02   1.53998891e-02   4.67098169e-02
    1.94955699e-03   8.53213370e-01   5.50435297e-03   8.35535396e-03
    2.15374641e-02   2.70819711e-03]
 [  3.26593965e-02   2.42812355e-04   6.57569559e-04   5.42561430e-03
    8.79633764e-04   5.12368279e-03   6.47595734e-04   3.22943300e-01
    7.71828648e-03   6.23702049e-01]
 [  1.00731093e-04   2.01774419e-05   2.62145745e-03   1.88245927e-03
    4.65589017e-02   3.97770869e-04   1.43643119e-04   3.22376303e-02
    6.40674261e-03   9.09630537e-01]
 [  1.38844887e-04   2.29616926e-05   8.59905267e-05   1.47160729e-02
    4.86061126e-01   4.72472794e-03   3.20278661e-04   5.09580933e-02
    3.16974893e-03   4.39802140e-01]
 [  2.18406022e-02   3.50405346e-03   1.02370779e-03   6.42436149e-04
    3.35455593e-03   8.02400351e-01   1.95418787e-03   3.75589076e-03
    1.55669004e-01   5.85512631e-03]]
INFO:tensorflow:probabilities = [[  6.33386429e-04   5.94545603e-02   1.31970237e-03   2.99646892e-03
    1.79932773e-01   3.05593759e-03   1.64005288e-03   8.35303143e-02
    1.50649399e-02   6.52371824e-01]
 [  6.11260891e-01   7.18898582e-06   9.11542401e-02   7.80049488e-02
    7.08212538e-05   1.11833088e-01   1.03421938e-02   8.26559290e-02
    1.28525561e-02   1.81808346e-03]
 [  1.11838449e-02   1.83899567e-06   3.05421709e-05   1.01120758e-03
    1.77079245e-01   2.99339904e-03   2.57124426e-04   9.84592363e-02
    1.11776765e-03   7.07865834e-01]
 [  3.05481983e-04   3.95606123e-02   2.14671381e-04   2.94497967e-01
    1.55713065e-02   1.37796998e-01   3.42386169e-03   3.27116996e-02
    2.05630496e-01   2.70286858e-01]
 [  4.87377308e-03   8.36794716e-05   1.98214708e-04   2.28469111e-02
    1.27933838e-03   9.50898707e-01   1.93847565e-03   3.49268201e-03
    1.25023006e-02   1.88591680e-03]
 [  1.22465258e-06   1.69555551e-05   9.98811126e-01   9.86661646e-04
    2.92048185e-07   5.13488658e-07   1.71030391e-04   3.80984915e-08
    1.21017420e-05   8.91853489e-08]
 [  8.58638901e-04   7.81210899e-01   3.15401666e-02   6.13809284e-03
    2.83547491e-03   7.49506894e-03   1.45483727e-03   4.22344962e-03
    1.60224244e-01   4.01914353e-03]
 [  1.99218357e-06   3.85324274e-05   9.89462197e-01   9.56973992e-03
    5.09900246e-08   1.17044998e-04   1.76392623e-05   2.13834410e-05
    7.69300386e-04   2.10669532e-06]
 [  1.28487678e-04   8.80172968e-01   3.34231257e-02   1.75633142e-03
    1.57878560e-03   3.18553066e-04   3.61546539e-02   1.32493128e-03
    3.66254821e-02   8.51659290e-03]
 [  6.09497620e-05   4.42578038e-03   8.84094059e-01   9.06533003e-02
    4.99875227e-07   2.42630296e-04   1.70701620e-04   9.05520551e-07
    2.03501098e-02   8.98943483e-07]
 [  2.08098892e-04   9.75056410e-01   5.52954897e-03   1.41257606e-03
    1.71738182e-04   5.04084222e-04   1.22689817e-03   1.21708399e-04
    1.55994957e-02   1.69508145e-04]
 [  6.04142784e-04   1.04257913e-06   2.74815720e-05   3.09864321e-04
    5.17561239e-05   9.95670438e-01   2.43442497e-04   3.53546420e-05
    2.99656205e-03   5.99227242e-05]
 [  3.12823197e-03   4.77946196e-05   9.27423835e-01   7.68025825e-03
    4.04746085e-03   1.75887556e-03   5.03808707e-02   2.59272620e-05
    5.06531494e-03   4.41445154e-04]
 [  5.72629683e-02   2.55946652e-05   2.91225244e-03   3.73102404e-04
    3.32037330e-01   6.93456037e-03   2.17131097e-02   3.14604044e-02
    2.99528316e-02   5.17327845e-01]
 [  1.36852695e-03   1.16007554e-03   7.20713809e-02   2.19135941e-03
    3.90626281e-01   1.14215519e-02   4.79431599e-01   3.54585209e-04
    1.53528675e-02   2.60218810e-02]
 [  9.06871646e-05   9.79470670e-01   7.44981691e-04   4.65503242e-03
    1.60792479e-04   2.03575310e-03   6.87779975e-04   1.49329845e-03
    8.94049183e-03   1.72055047e-03]
 [  2.68797949e-03   5.43673304e-05   1.10574355e-02   3.86089296e-03
    8.16429034e-03   1.98239349e-02   9.15636480e-01   5.91735443e-05
    2.98863705e-02   8.76904372e-03]
 [  6.43771345e-05   8.98793530e-07   9.97603476e-01   9.22119885e-04
    1.22613596e-06   4.41720147e-07   1.25096412e-03   2.58774639e-06
    1.52973647e-04   9.38238259e-07]
 [  1.81855321e-05   4.28374415e-06   8.20589811e-02   3.45845078e-03
    3.79968174e-02   9.03395237e-04   8.69572997e-01   4.81443494e-05
    5.49334660e-03   4.45492478e-04]
 [  1.07221851e-04   2.62178015e-03   1.84732378e-02   1.00925907e-04
    1.46827221e-01   8.06610973e-04   8.13273609e-01   6.87521742e-06
    1.74923241e-02   2.90151598e-04]
 [  3.82424827e-04   5.49007964e-04   1.23306934e-03   2.82567111e-04
    4.87675399e-01   4.20593517e-03   1.02535821e-02   5.46699995e-03
    2.68074684e-02   4.63143587e-01]
 [  2.15172350e-01   4.09484092e-05   2.17312318e-03   5.46917677e-01
    3.46224198e-07   2.31881067e-01   2.20542686e-04   3.67122193e-05
    3.06654931e-03   4.90708917e-04]
 [  3.24644847e-04   1.14404902e-04   3.30083829e-04   1.96932393e-04
    2.19084602e-03   2.88286270e-03   3.60846840e-04   9.15732060e-04
    9.83730555e-01   8.95309076e-03]
 [  9.19382088e-04   7.80833943e-07   1.67109200e-03   2.43870355e-03
    1.00183688e-01   1.38280345e-02   1.29945157e-03   1.57372113e-02
    2.66561401e-03   8.61256063e-01]
 [  4.38732743e-01   2.47942255e-04   4.10962790e-01   5.36887981e-02
    1.29541417e-03   4.16497663e-02   3.95983607e-02   4.32678469e-04
    9.70975310e-03   3.68169718e-03]
 [  3.21092259e-04   4.62530033e-06   1.38306714e-05   1.59642287e-03
    3.05901766e-02   3.59050781e-02   6.17080295e-05   1.36068948e-02
    2.18789396e-03   9.15712297e-01]
 [  9.73031577e-03   5.69261843e-03   5.52801124e-04   1.28264213e-02
    1.66377271e-04   7.75015712e-01   7.34233821e-04   7.72882951e-04
    1.93013459e-01   1.49522792e-03]
 [  2.85794929e-04   2.15645149e-01   5.34938201e-02   2.51317918e-01
    2.03512199e-02   1.59550175e-01   3.17094475e-02   5.73792448e-03
    2.42562518e-01   1.93460304e-02]
 [  1.17888594e-04   1.50947052e-03   3.74095626e-02   1.40671828e-03
    6.18884489e-02   1.86637091e-03   8.52396846e-01   3.01024440e-04
    3.68791558e-02   6.22453587e-03]
 [  1.31161243e-04   2.06821078e-05   1.14262068e-04   4.65136691e-05
    7.77913257e-02   1.71614898e-04   5.45073301e-04   1.34770945e-02
    5.70754940e-03   9.01994765e-01]
 [  9.70223963e-01   1.20544481e-08   2.11321021e-04   1.96667825e-04
    3.41479193e-07   2.19319016e-02   5.93208169e-05   7.27077946e-03
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    1.14045843e-01   5.84429223e-03]
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    7.97282875e-01   1.61336109e-01]
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    4.42273319e-02   2.27221802e-01]
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    2.48443754e-03   1.18306987e-02]
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    3.35918623e-04   1.79287163e-04]
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    2.77710736e-01   3.97575237e-02]
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    7.33274384e-04   1.94464101e-05]
 [  1.26967148e-04   9.87657309e-01   1.58518110e-03   3.77219240e-03
    2.23646584e-05   3.92628426e-04   1.94905777e-04   2.60130619e-04
    5.64741530e-03   3.40957893e-04]
 [  8.88769981e-03   3.69443372e-02   4.10186142e-01   1.55500565e-02
    3.35026765e-04   1.68706439e-02   5.00824094e-01   8.26723524e-04
    9.36708041e-03   2.08231766e-04]
 [  2.23785828e-05   9.89089021e-04   1.38719872e-04   2.05503684e-03
    1.71819329e-02   7.24577066e-03   1.22186466e-04   7.29303136e-02
    9.00598336e-03   8.90308499e-01]
 [  3.90429329e-03   8.07443798e-01   1.46476226e-02   3.61680724e-02
    1.59860053e-03   7.38935266e-03   5.36249857e-03   1.65003724e-02
    9.83235687e-02   8.66174698e-03]
 [  4.31436956e-01   2.84532180e-05   8.07428546e-03   2.02368526e-03
    1.32728681e-01   4.85765077e-02   2.75090009e-01   1.47289196e-02
    3.56482062e-03   8.37477520e-02]
 [  9.86621141e-01   3.34953509e-10   5.51685162e-07   3.29443865e-05
    8.64337213e-10   1.32533256e-02   1.41088560e-06   1.47748335e-06
    8.86915004e-05   3.20998225e-07]
 [  2.55975581e-04   1.11312938e-05   1.71389401e-01   1.02034392e-04
    7.35610425e-02   5.41911635e-04   7.46958971e-01   8.52674784e-05
    6.99718948e-03   9.69806570e-05]
 [  2.07752332e-01   3.05129538e-06   6.62935956e-04   1.39940515e-01
    1.15966022e-05   6.34804606e-01   1.67454127e-04   1.11435947e-03
    1.53611032e-02   1.82017626e-04]
 [  3.56029021e-04   2.98627943e-04   2.23881728e-03   3.80687125e-04
    9.23340976e-01   7.82000273e-03   1.43216336e-02   4.22308780e-03
    2.48034969e-02   2.22166963e-02]]
INFO:tensorflow:global_step/sec: 154.465
INFO:tensorflow:loss = 0.342515, step = 3901
INFO:tensorflow:probabilities = [[  6.06823451e-05   1.75528834e-03   2.69623470e-05   3.33068660e-03
    1.47755984e-02   2.94734584e-03   3.79950870e-05   8.85964110e-02
    9.91447642e-03   8.78554523e-01]
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    3.20132613e-01   1.10030815e-01   1.26448259e-01   2.11140164e-03
    1.56513423e-01   2.48204544e-01]
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    4.63816195e-06   4.99969829e-05   6.74524642e-07   9.93887007e-01
    1.03093043e-03   3.96856247e-03]
 [  1.81675598e-04   1.86871795e-04   7.66164484e-03   9.85489428e-01
    4.82164069e-06   5.02508041e-03   3.43802167e-05   2.56205618e-04
    1.08070939e-03   7.91396305e-05]
 [  9.97556090e-01   2.07564561e-08   8.18718545e-05   2.38959019e-05
    3.51291220e-07   1.95938186e-03   1.48611289e-04   1.07712003e-05
    1.93170970e-04   2.58058426e-05]
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    6.89834775e-03   1.31474074e-03   5.06443121e-02   1.39290327e-03
    1.00398026e-02   4.42708701e-01]
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    3.62839228e-06   4.18240624e-03   2.52693368e-04   7.55225483e-05
    2.20414400e-02   1.14929217e-05]
 [  2.69707460e-02   6.85031864e-06   8.15889120e-01   4.08267789e-02
    5.55684210e-07   1.41895181e-02   1.04456756e-03   5.20193717e-04
    1.00537598e-01   1.39667909e-05]
 [  7.95785600e-05   3.11711083e-05   3.18375423e-05   3.58910067e-03
    4.88339210e-05   4.09444934e-03   5.84053225e-07   9.08759415e-01
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    2.02839956e-07   8.36328766e-08   5.36926837e-06   7.57887483e-06
    1.09016282e-05   3.10688790e-07]
 [  7.62044438e-05   1.96994879e-05   2.45916378e-03   1.08114429e-04
    1.09108286e-02   4.91950952e-04   9.84582007e-01   6.87242391e-06
    1.14070845e-03   2.04347554e-04]
 [  1.39011093e-03   1.37955942e-06   1.16821146e-04   9.41705167e-01
    1.76378407e-07   5.58737591e-02   3.47770907e-07   2.72532721e-04
    6.11442898e-04   2.81783359e-05]
 [  3.60380567e-04   1.52382059e-02   3.52065451e-03   1.40324628e-04
    2.93020811e-02   1.01337666e-02   9.10772204e-01   1.02925787e-05
    2.90232021e-02   1.49898091e-03]
 [  5.25186723e-03   5.69809861e-02   2.48014070e-02   4.35454072e-03
    3.95351229e-03   6.79933280e-03   8.72639179e-01   7.34706846e-05
    2.43210718e-02   8.24681891e-04]
 [  3.03750345e-03   9.05378908e-03   6.46559335e-03   3.59851271e-01
    5.15094280e-06   2.26611048e-02   3.49011912e-04   8.79627187e-04
    5.95813155e-01   1.88374333e-03]
 [  2.79745291e-04   3.20523307e-02   1.77742666e-04   9.58340466e-02
    1.40803615e-02   2.40585655e-02   2.57582957e-04   2.85838060e-02
    1.43859848e-01   6.60815954e-01]
 [  1.00603746e-03   2.44899056e-05   1.92608277e-05   7.95791857e-03
    7.62109630e-05   9.76642132e-01   3.10253934e-04   1.86193556e-05
    1.32132601e-02   7.31733744e-04]
 [  2.03999002e-02   2.66298775e-05   1.16653054e-03   1.26252398e-01
    2.51337951e-05   8.46990228e-01   5.64892485e-04   5.01556642e-05
    4.47477261e-03   4.93542939e-05]
 [  1.80633217e-02   1.52379143e-04   5.92804467e-03   8.02591324e-01
    7.35346339e-06   4.82891537e-02   7.44473218e-05   9.23055632e-04
    1.16815887e-01   7.15498999e-03]
 [  1.08097401e-02   2.01076830e-07   4.77185995e-06   9.01609164e-05
    8.69700569e-04   6.89320965e-04   1.47706237e-06   9.29889739e-01
    2.58251443e-04   5.73866405e-02]
 [  6.37558568e-03   3.90396500e-03   1.92197915e-02   8.50936294e-01
    2.81264976e-04   5.01043871e-02   1.83759176e-03   1.47873012e-03
    6.04623854e-02   5.40007697e-03]]
INFO:tensorflow:probabilities = [[  3.88720451e-04   6.50248921e-06   9.91943121e-01   8.63331079e-04
    3.18660277e-05   1.28637485e-05   6.69620978e-03   4.79031587e-06
    3.70914859e-05   1.55072921e-05]
 [  9.51002992e-04   9.56072867e-01   1.27183534e-02   2.49856664e-03
    5.90481679e-04   8.22037400e-04   1.46748754e-03   3.38835386e-03
    1.62405409e-02   5.25024533e-03]
 [  1.45215847e-04   3.41652594e-05   2.79549549e-05   3.14472988e-03
    1.19135948e-02   1.06979057e-03   5.43199494e-05   5.42071402e-01
    2.13659182e-03   4.39402282e-01]
 [  8.41921792e-06   1.00986256e-06   9.66029120e-07   9.98997202e-05
    3.72429669e-04   3.67805274e-04   1.08069901e-06   9.79348063e-01
    7.76831293e-05   1.97227616e-02]
 [  1.00638856e-04   4.09183804e-06   1.64146913e-04   2.16265194e-04
    9.56444025e-01   1.60097098e-03   8.29566270e-04   1.56138465e-03
    7.92124774e-04   3.82868312e-02]
 [  5.38220396e-04   3.72912364e-05   3.01357388e-04   4.91289466e-05
    6.67754503e-04   3.38442400e-02   9.63002384e-01   5.99164665e-08
    1.42091140e-03   1.38691103e-04]
 [  8.38142168e-03   7.34329515e-04   3.23838880e-03   3.10928794e-03
    2.30417043e-01   2.94929394e-03   2.03318545e-03   1.60634354e-01
    4.58797179e-02   5.42623043e-01]
 [  2.96325394e-04   1.55188050e-03   2.74386257e-04   3.12456954e-03
    4.36960518e-01   1.01265367e-02   9.31685674e-04   5.52502982e-02
    5.28241321e-02   4.38659757e-01]
 [  7.94960558e-02   2.09621230e-05   2.45334324e-03   2.97682792e-01
    8.92880140e-04   5.21882892e-01   5.47175221e-02   2.47279368e-03
    3.12618427e-02   9.11891460e-03]
 [  5.34943938e-02   3.95791866e-02   1.70494092e-03   1.09399005e-03
    1.28908933e-03   5.67776859e-01   7.37595856e-02   2.29558282e-04
    2.57529587e-01   3.54279764e-03]
 [  1.79049675e-05   1.44380872e-04   9.94702995e-01   1.16357172e-03
    3.52635607e-06   1.32374571e-05   3.76997422e-03   1.75759433e-05
    1.61546617e-04   5.21529091e-06]
 [  2.80639142e-06   4.99920134e-07   3.30292050e-06   1.02720369e-04
    9.05762792e-01   3.48328176e-05   4.16373769e-05   4.15026647e-04
    1.99695365e-04   9.34365913e-02]
 [  3.63661711e-05   2.32873347e-07   1.76069352e-06   2.44303737e-05
    3.78260711e-06   4.88076330e-05   2.43482301e-08   9.96489823e-01
    2.19452515e-04   3.17541463e-03]
 [  6.09921198e-03   3.01745802e-01   2.01923400e-02   2.06623785e-02
    1.06888113e-03   5.08251935e-02   2.29863334e-03   1.58547740e-02
    5.70287228e-01   1.09655745e-02]
 [  5.52331505e-04   4.49303910e-03   3.26640941e-02   4.72798198e-01
    3.30894906e-03   2.56465711e-02   1.53180538e-03   1.20410295e-02
    2.72810966e-01   1.74152941e-01]
 [  2.74606691e-07   1.73750050e-06   7.95326832e-06   8.21062858e-05
    9.76953804e-01   1.04569510e-04   5.23113471e-04   6.56277989e-05
    2.48678215e-03   1.97738241e-02]
 [  1.55701084e-04   1.02687873e-05   1.56719614e-06   9.94808142e-05
    1.60467869e-03   1.18106033e-03   7.36310403e-06   9.03936565e-01
    2.27853749e-03   9.07248557e-02]
 [  1.30007684e-04   1.54783629e-04   2.15838110e-04   2.12351233e-02
    3.21452111e-01   6.38103299e-03   1.23995167e-04   1.10478718e-02
    2.96429102e-03   6.36294901e-01]
 [  8.60804401e-04   2.50402536e-05   7.17460178e-04   3.14055011e-02
    1.59368687e-06   6.70165056e-04   1.83171778e-06   9.62421119e-01
    7.71762920e-04   3.12460423e-03]
 [  3.68652603e-04   2.91181750e-05   1.16836431e-03   1.35592427e-02
    5.16569999e-05   5.01454296e-03   3.98178759e-04   4.37368290e-05
    9.79236841e-01   1.29710228e-04]
 [  1.54652182e-04   9.83207345e-01   2.12112162e-03   5.57726761e-03
    4.31804947e-04   2.41100337e-04   2.27039075e-03   6.42896455e-04
    4.72780736e-03   6.25673332e-04]
 [  1.08564265e-04   1.07125220e-06   2.31989043e-06   2.67171472e-05
    7.54961465e-03   4.20000608e-04   1.53008259e-05   2.49168999e-03
    1.47339283e-03   9.87911344e-01]
 [  2.40476383e-03   9.03862354e-04   5.62436588e-04   4.59825154e-03
    1.28682759e-02   1.29095083e-02   1.78130664e-04   7.92776823e-01
    2.23769108e-03   1.70560181e-01]
 [  2.66201387e-05   3.58776720e-06   1.58621442e-05   3.20423394e-04
    1.04185381e-06   4.95468033e-04   4.57793760e-07   9.94228482e-01
    3.86466971e-03   1.04345335e-03]
 [  1.77816639e-03   6.34070393e-03   2.52133282e-03   1.83661573e-03
    1.09650627e-01   1.48939043e-02   9.75248683e-03   6.53856620e-02
    1.84617341e-02   7.69378722e-01]
 [  1.45662588e-03   2.82542314e-02   3.24473344e-02   4.55497026e-01
    1.06900465e-03   4.02185805e-02   3.57207726e-04   3.70803684e-01
    3.26944403e-02   3.72018516e-02]
 [  1.35214781e-04   4.51096008e-03   1.12109818e-03   9.88265276e-01
    1.20837794e-04   2.56652990e-03   7.35169597e-05   1.03594642e-03
    1.75769674e-03   4.12884110e-04]
 [  7.40632895e-05   9.63843644e-01   1.03367316e-02   1.81786474e-02
    6.04664499e-04   2.85249960e-04   5.48994809e-04   1.79972942e-03
    3.29001155e-03   1.03803165e-03]
 [  3.25300134e-05   2.38042085e-05   2.17533612e-04   1.19515823e-03
    1.86840916e-04   4.85829514e-05   1.13898077e-05   9.76471603e-01
    1.61053118e-04   2.16514096e-02]
 [  1.49145955e-03   6.19720726e-04   2.47471640e-03   4.87346994e-03
    9.01296269e-04   1.56281531e-01   7.50001578e-04   8.62399000e-04
    8.29044402e-01   2.70097260e-03]
 [  1.01656464e-04   3.51880662e-05   5.88461347e-02   1.20272111e-04
    2.50216983e-02   5.80662105e-04   9.13728118e-01   1.05743500e-04
    1.23120751e-03   2.29336438e-04]
 [  9.95026171e-01   2.81405157e-08   6.17109035e-05   3.60119629e-05
    1.30646640e-07   4.36902605e-03   1.02350969e-04   5.37857204e-06
    3.86153784e-04   1.31562756e-05]
 [  8.34002998e-03   8.85191781e-04   6.77672401e-03   2.49963090e-01
    1.64682730e-04   3.22625823e-02   5.48063836e-05   4.87586716e-03
    6.61438167e-01   3.52389291e-02]
 [  9.88134861e-01   1.40185498e-13   3.37856306e-07   1.24472590e-05
    2.98509438e-12   1.18440557e-02   3.42753850e-07   1.85893740e-07
    7.43486635e-06   1.93908377e-07]
 [  9.97245550e-01   1.74586869e-08   8.77029204e-04   8.82982800e-04
    6.43629328e-09   7.07486470e-04   2.86920852e-07   6.85913328e-05
    5.45757903e-05   1.63648467e-04]
 [  7.20866301e-05   5.15489257e-04   5.94821002e-04   3.61895608e-03
    8.75187993e-01   6.61610975e-04   2.37639155e-03   1.27421261e-03
    1.37355493e-03   1.14324845e-01]
 [  3.27587803e-03   1.55658752e-01   1.72408864e-01   6.15661085e-01
    3.94662551e-04   9.69569478e-03   1.53869041e-03   1.66136418e-02
    2.22568419e-02   2.49601109e-03]
 [  7.21032266e-05   9.47261512e-01   2.12332625e-02   1.13803381e-02
    1.55906018e-04   4.14717360e-04   2.32177903e-03   3.13324650e-04
    1.64217912e-02   4.25155857e-04]
 [  4.92550491e-04   7.58328679e-05   7.69815597e-06   7.50696054e-04
    1.79041366e-04   9.76287186e-01   1.17400050e-04   3.52398383e-05
    2.18723007e-02   1.81876982e-04]
 [  6.11696718e-03   1.23446982e-03   2.48913273e-01   1.37854284e-02
    4.67349440e-02   3.10298707e-02   1.55798597e-02   2.85363328e-02
    1.58117600e-02   5.92257142e-01]
 [  6.69651548e-04   9.70392108e-01   7.91173708e-03   5.34113031e-03
    3.76286742e-04   1.26181717e-03   4.62978380e-03   2.50105723e-03
    4.77376115e-03   2.14265124e-03]
 [  2.39052041e-03   8.93501844e-03   1.25254132e-02   9.27965492e-02
    4.08367850e-05   1.05041696e-03   3.10258911e-05   8.50783944e-01
    1.02935964e-02   2.11527068e-02]
 [  9.97059762e-01   1.29670230e-09   6.77098753e-04   3.34289252e-05
    1.65197875e-07   1.12976867e-03   3.75879288e-04   4.09144036e-07
    7.23543693e-04   1.61525506e-07]
 [  5.62388799e-04   8.73238623e-01   6.68570176e-02   7.85058923e-03
    2.26122816e-03   3.49633861e-03   6.15886925e-03   2.86590634e-03
    3.52139920e-02   1.49501546e-03]
 [  2.35801633e-03   4.02853475e-05   9.27137583e-03   8.68830131e-04
    9.11569774e-01   9.22092411e-04   1.04041649e-02   1.99740520e-04
    1.39617943e-04   6.42260760e-02]
 [  9.88682732e-04   2.53089092e-04   3.34794458e-05   1.63307367e-03
    1.29048608e-03   9.10822034e-01   1.74296962e-04   3.26764118e-03
    7.93564320e-02   2.18077842e-03]
 [  3.84975947e-03   7.06494376e-02   1.07149616e-01   7.00046062e-01
    2.69611744e-04   3.96926515e-02   3.49193811e-03   5.89486852e-04
    7.35811815e-02   6.80129044e-04]
 [  4.94364323e-03   6.83297185e-05   1.46244385e-03   7.27133709e-04
    3.72549938e-03   7.44254701e-03   9.71452057e-01   2.10733219e-06
    9.86107159e-03   3.15149315e-04]
 [  3.11727170e-03   2.00085833e-05   6.58955367e-04   7.41025209e-01
    1.09408214e-03   1.84002161e-01   1.33436183e-02   1.39930202e-02
    3.44652273e-02   8.28042999e-03]
 [  2.24777352e-04   1.27557677e-03   6.88270724e-04   1.11492380e-01
    9.48103145e-04   4.34046164e-02   2.11994536e-03   6.44608354e-03
    7.53314972e-01   8.00852552e-02]
 [  1.20284938e-04   2.58323887e-08   8.52696940e-06   9.90390539e-01
    1.75451706e-08   7.43513322e-03   2.28310637e-09   8.06706594e-05
    1.94701308e-03   1.78543614e-05]
 [  3.23335594e-03   6.47922803e-04   1.09332229e-03   3.88256833e-03
    4.06243742e-01   1.55925220e-02   3.26282561e-01   7.74934597e-04
    4.50655166e-03   2.37742484e-01]
 [  9.19439644e-03   5.45832847e-07   1.59874365e-01   1.79591414e-03
    7.78968725e-03   7.31026428e-03   2.13413984e-02   2.31202859e-02
    1.91685313e-03   7.67656326e-01]
 [  4.02127116e-05   8.09241172e-08   1.92641251e-04   5.09984557e-06
    2.13408988e-04   8.19344405e-06   9.99496579e-01   8.29711553e-07
    1.21831999e-05   3.07337541e-05]
 [  2.76590232e-03   1.63236327e-05   7.60533556e-04   2.66502844e-03
    2.30857506e-01   7.16298877e-04   2.74829986e-03   3.19619685e-01
    1.54463667e-03   4.38305765e-01]
 [  7.55883084e-05   9.88055289e-01   6.62223727e-04   1.60205353e-03
    3.73246061e-04   9.25341155e-04   9.63129802e-04   1.26514421e-03
    5.22761419e-03   8.50411889e-04]
 [  1.81556365e-03   9.71814661e-05   4.29299049e-04   1.49022241e-03
    1.65399711e-03   7.72556290e-04   9.38456797e-05   7.89784128e-04
    9.56882358e-01   3.59751135e-02]
 [  2.26646152e-04   9.76511657e-01   4.66655334e-03   1.85270444e-03
    6.91526438e-05   2.25291747e-04   4.06785728e-03   6.40884216e-04
    1.12091200e-02   5.30398334e-04]
 [  3.65530257e-03   2.29743055e-05   1.07083892e-04   6.29208516e-04
    1.02950539e-02   5.39266132e-03   4.40357835e-05   1.16426283e-02
    1.91075704e-03   9.66300249e-01]
 [  8.18544440e-03   5.14847785e-03   2.69505214e-02   4.52690095e-01
    5.40247047e-03   2.16288567e-01   6.54576346e-03   2.06247275e-03
    2.00367525e-01   7.63586611e-02]
 [  1.62882693e-02   3.75086931e-03   1.52398825e-01   3.85019705e-02
    5.78246219e-03   1.97412185e-02   1.48216700e-02   6.88917062e-04
    7.35022962e-01   1.30028790e-02]
 [  4.90581617e-04   3.67084863e-06   3.69284535e-05   1.79437629e-05
    9.05033410e-01   1.81693546e-02   3.95357190e-03   5.88153955e-03
    1.13284681e-03   6.52801022e-02]
 [  5.48622629e-04   1.15771225e-04   9.86878222e-05   1.20027261e-02
    6.90483004e-02   6.70403894e-03   5.39525470e-04   3.02213188e-02
    2.20428947e-02   8.58678162e-01]
 [  8.68893042e-03   1.21072168e-04   4.63481247e-03   2.73719486e-02
    2.53239250e-05   7.63906585e-03   4.97160538e-04   8.00178759e-03
    9.23062980e-01   1.99568216e-02]
 [  6.52788393e-03   3.84980784e-04   3.22123081e-03   5.76115865e-03
    2.13668449e-04   3.72953743e-01   8.32427701e-04   7.17300645e-05
    6.07792974e-01   2.24018539e-03]
 [  5.25471848e-03   6.80379753e-06   3.01636846e-05   6.66001737e-02
    7.95237520e-06   8.82024705e-01   1.72420152e-06   1.32462075e-02
    2.48727947e-02   7.95474742e-03]
 [  4.70886560e-04   3.03310866e-04   2.35321559e-02   2.87155025e-02
    5.30261423e-06   2.50548008e-04   3.40752399e-06   9.32486236e-01
    7.13129109e-03   7.10135186e-03]
 [  1.02534406e-02   5.50622493e-02   4.25914349e-03   1.02681540e-01
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    3.48438509e-02   2.61788845e-01]
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    4.12001464e-05   1.67241501e-06]
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    6.08908067e-06   3.45830154e-03]
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    2.57551059e-04   3.02429456e-04   9.90292370e-01   3.99595592e-05
    8.58822430e-04   2.38996261e-04]
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    9.11653406e-05   1.68051183e-01   1.39911746e-04   1.93212123e-03
    4.38080123e-03   1.50375918e-03]
 [  1.22724973e-01   1.43047131e-03   2.73951702e-02   3.65921527e-01
    5.08025149e-03   7.88206011e-02   3.01139504e-01   9.71082598e-03
    5.88732883e-02   2.89034098e-02]
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    8.88137996e-01   7.17536896e-04   7.63333810e-04   8.59840959e-03
    3.87522811e-03   9.71440375e-02]
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    4.12566493e-07   2.02420069e-05   1.21241015e-07   9.66849744e-01
    3.00265499e-04   3.53906373e-03]
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    1.02583274e-01   2.94600397e-01   8.88359919e-02   9.16429143e-03
    2.45515004e-01   8.58931430e-03]
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    8.99840474e-01   2.20962174e-04   7.27840234e-04   1.83474142e-04
    4.70279600e-04   9.84727517e-02]
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    9.75164075e-05   2.75225774e-03   3.49120637e-05   9.61202800e-01
    7.89709389e-04   3.19216438e-02]
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    3.73527670e-04   9.56951618e-01   1.87483022e-03   1.30347104e-03
    1.64664946e-02   1.12584466e-03]
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    2.49883300e-03   4.92303036e-02]
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    5.26300281e-10   4.31752158e-03   2.36884853e-06   6.36136903e-08
    3.61774391e-06   8.72819328e-08]
 [  1.01969704e-01   4.14468639e-04   2.28546150e-02   1.83367152e-02
    1.58346666e-03   9.80259385e-03   8.38317990e-01   1.35949464e-04
    4.99079330e-03   1.59379002e-03]
 [  5.40062138e-05   5.34646539e-03   2.53299659e-04   9.15909279e-03
    2.54278420e-04   9.10937844e-04   1.07890537e-05   9.60097730e-01
    1.53355580e-03   2.23798640e-02]
 [  2.56070378e-03   2.17394572e-05   9.98924719e-04   1.00453787e-01
    1.37065450e-04   7.67774343e-01   7.40281539e-04   2.37017652e-04
    1.25672102e-01   1.40399928e-03]
 [  9.82069969e-01   1.69642431e-06   8.45632458e-04   2.37346767e-03
    8.47860338e-06   1.09869975e-03   9.86932404e-03   9.73298302e-06
    3.63695249e-03   8.61370427e-05]
 [  1.48993579e-03   1.65485981e-05   9.87567186e-01   3.07420152e-04
    3.15312471e-04   6.22369189e-05   8.79857782e-03   5.17057879e-06
    1.40264502e-03   3.50850059e-05]
 [  2.59295888e-02   1.69103179e-04   1.39442028e-03   8.62420443e-03
    8.80161524e-02   2.36450117e-02   5.75811462e-03   5.02264984e-02
    9.18869115e-03   7.87048161e-01]
 [  8.45569739e-05   3.33239255e-03   3.74784786e-03   1.10436569e-03
    6.05923298e-04   1.10088952e-01   6.57465449e-03   7.61787815e-05
    8.74085784e-01   2.99335079e-04]
 [  1.94274675e-04   3.17500562e-05   8.64219129e-01   1.36339234e-03
    5.56013372e-04   8.62232642e-04   2.63887295e-03   2.49909848e-04
    1.28587022e-01   1.29739346e-03]
 [  7.81759212e-04   9.27944779e-01   5.77457342e-03   1.03583708e-02
    9.12819291e-04   1.86220906e-03   2.47711060e-03   7.56673422e-03
    3.79931703e-02   4.32841759e-03]]
INFO:tensorflow:global_step/sec: 155.503
INFO:tensorflow:loss = 0.299236, step = 4001
INFO:tensorflow:probabilities = [[  2.46371841e-04   1.45284145e-03   3.03669192e-04   9.11745988e-03
    6.30562776e-04   1.43554911e-03   6.97471987e-05   9.57310796e-01
    2.32034805e-03   2.71127410e-02]
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    9.22090749e-06   2.15019118e-05   1.20147128e-08   9.81707275e-01
    1.62006720e-04   1.80521570e-02]
 [  4.67555474e-05   1.92030764e-03   1.00618126e-02   5.10549638e-04
    1.79069943e-03   3.86343338e-04   9.82721269e-01   9.01700514e-06
    2.33748206e-03   2.15751410e-04]
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    1.39097310e-07   4.11861300e-01   9.55383584e-05   5.27450866e-05
    1.67104253e-03   8.35647552e-06]
 [  6.47987355e-04   5.67919195e-01   6.55445317e-03   1.34892790e-02
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    3.76777500e-01   1.77523959e-02]
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    2.54122933e-05   1.47034341e-04]
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    1.03726787e-02   2.90150894e-03]
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    2.33834027e-04   3.47939203e-03]
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    6.62313728e-03   9.05735433e-01]
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    6.35295073e-05   2.04687211e-07]
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    3.14658582e-02   1.13107190e-02]
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    6.69069850e-05   1.13910164e-05]
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    2.71365535e-03   3.86860302e-06]
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    7.72738233e-02   5.78647899e-03]
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    1.61792681e-01   4.67022602e-03]
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    3.80172580e-03   8.21892798e-01]
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    3.78351323e-02   6.78013661e-04]
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    1.33859925e-02   8.96093965e-01]
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    6.01885491e-04   3.39333434e-04   3.59441969e-04   3.91694531e-03
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 [  1.43320343e-04   7.05520157e-04   1.04435858e-04   6.42038602e-03
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    3.80277410e-02   6.56488955e-01]
 [  3.36355559e-04   8.69365522e-06   4.91816492e-04   1.81639443e-05
    4.56098584e-04   4.31501685e-05   9.98287618e-01   3.74150977e-06
    1.87137499e-04   1.67176913e-04]
 [  5.34997416e-05   9.87641931e-01   2.46715709e-03   3.05644819e-03
    5.85653033e-05   2.95674807e-04   4.38710238e-04   9.88134067e-04
    3.99487186e-03   1.00512942e-03]
 [  3.26462527e-04   9.17963684e-01   1.42110223e-02   1.48167722e-02
    6.16140570e-03   1.28193980e-03   7.39438878e-03   7.98778329e-03
    1.55194057e-02   1.43370349e-02]
 [  6.59210205e-01   2.94878691e-06   6.25859201e-02   2.76360894e-04
    1.87123063e-04   1.12995517e-03   2.75855362e-01   2.68739259e-05
    5.20948786e-04   2.04216805e-04]
 [  5.25711745e-04   9.70148683e-01   6.68896176e-03   4.67796950e-03
    1.57391373e-03   1.46903913e-03   1.73551741e-03   1.15557469e-03
    1.08906068e-02   1.13389792e-03]
 [  4.53602261e-05   1.79415469e-08   1.56532860e-06   1.05418335e-03
    1.96584983e-06   9.57041562e-01   1.56318629e-06   7.55466772e-06
    4.18118797e-02   3.43785287e-05]
 [  9.65630829e-01   4.84926277e-05   2.94606923e-03   2.35101860e-03
    8.00045964e-05   8.10427591e-03   8.88055016e-04   1.57812447e-03
    5.05325757e-03   1.33198593e-02]
 [  1.24424929e-02   7.98271410e-03   3.11809089e-02   2.11195927e-03
    3.06817908e-02   5.79680800e-01   2.35574156e-01   1.39360945e-03
    8.27998668e-02   1.61516778e-02]
 [  3.31939926e-04   2.92459981e-06   4.08445159e-03   5.04150776e-05
    1.44406571e-04   1.14718103e-03   9.93665457e-01   7.44972851e-07
    4.57473972e-04   1.15036026e-04]
 [  1.51093082e-05   2.46790121e-03   2.18302011e-03   1.84739102e-02
    3.32452804e-01   6.24319771e-03   4.63111122e-04   1.14577562e-02
    2.13719644e-02   6.04871213e-01]
 [  5.86111964e-05   6.00346903e-06   9.93964612e-01   5.58471715e-04
    1.36299349e-07   7.35598660e-05   4.13713897e-05   4.71689282e-06
    5.29177394e-03   8.64241088e-07]
 [  1.12589893e-04   8.87408793e-01   1.93038434e-02   3.17119062e-02
    2.10703467e-03   2.43930845e-03   7.34268967e-03   1.09569114e-02
    2.56772637e-02   1.29396161e-02]
 [  3.54368385e-04   1.35679102e-05   3.41614032e-06   1.64482649e-02
    1.27061060e-06   9.79492426e-01   3.93697019e-06   8.69612209e-04
    2.26010382e-03   5.52970567e-04]
 [  1.25515193e-03   2.58834148e-03   9.86307766e-03   9.23906863e-01
    1.11344132e-04   1.88726268e-03   2.25477906e-05   1.15547236e-03
    5.64008430e-02   2.80913035e-03]
 [  3.40072002e-04   1.75451949e-01   1.72217805e-02   4.35468674e-01
    1.69450149e-01   3.03938072e-02   5.62319756e-02   2.00687675e-04
    7.30769113e-02   4.21639979e-02]
 [  1.56024098e-03   4.62219805e-01   3.11466992e-01   8.22145939e-02
    1.68798603e-02   7.18737207e-03   6.15667086e-03   2.15780288e-02
    8.64298567e-02   4.30654874e-03]
 [  9.99641791e-03   3.42775238e-05   8.99859145e-02   1.25809212e-03
    3.35948355e-02   1.64278038e-03   8.57842982e-01   1.90569117e-05
    9.17872007e-04   4.70775366e-03]
 [  1.85777657e-02   1.61827029e-05   7.93490792e-04   5.05535752e-02
    8.32053120e-05   8.53653610e-01   1.46188792e-02   1.44303660e-04
    6.12281933e-02   3.30749404e-04]
 [  3.13020404e-03   3.64286643e-06   1.38886797e-04   9.46139932e-01
    1.97970749e-05   4.52852026e-02   1.28077727e-05   4.83709911e-04
    2.38641934e-03   2.39929534e-03]
 [  2.83259414e-02   7.14641018e-03   8.68420023e-03   4.26520854e-02
    7.37408036e-03   6.76776916e-02   9.02347174e-03   1.02192012e-03
    8.15557063e-01   1.25371246e-02]
 [  3.67727953e-05   3.21104949e-07   3.62008941e-05   1.41082010e-05
    9.70930219e-01   4.25410643e-03   1.47573403e-04   6.47955341e-04
    8.48789886e-03   1.54449837e-02]
 [  4.19915348e-01   9.85749415e-04   4.55217734e-02   2.99542040e-01
    2.80632754e-04   1.25634685e-01   5.67550818e-03   5.43254316e-02
    4.14922424e-02   6.62653800e-03]
 [  9.91875648e-01   1.01532482e-09   2.57577369e-04   1.20998628e-03
    1.01033024e-07   6.17564842e-03   2.61020650e-05   8.29933651e-06
    4.42071090e-04   4.58013074e-06]
 [  2.84847029e-05   2.97980660e-05   9.17188942e-01   4.79816052e-04
    1.14272507e-02   6.59218495e-05   6.95279166e-02   8.04199954e-06
    3.04858895e-05   1.21334137e-03]
 [  4.38406045e-04   1.19487195e-05   4.34259018e-05   1.51820990e-04
    1.08378292e-04   1.30618457e-02   4.33788846e-05   2.53096782e-03
    9.80542421e-01   3.06737004e-03]
 [  4.41355223e-05   1.22991278e-05   4.33090354e-05   1.24913640e-03
    1.13862882e-06   7.36585772e-03   1.08558618e-06   7.40143805e-05
    9.91077781e-01   1.31235865e-04]
 [  5.49908588e-03   1.59471252e-04   5.24465431e-05   8.54611956e-03
    1.84810639e-03   3.37941274e-02   2.12936775e-05   5.87426186e-01
    4.76172427e-03   3.57891381e-01]
 [  9.50424583e-05   9.73854601e-01   6.66413177e-03   7.34303100e-03
    1.79881870e-04   2.74678750e-04   4.58681287e-04   3.44515615e-03
    5.83110051e-03   1.85369328e-03]
 [  9.03789885e-04   6.83555484e-01   4.36126627e-02   9.04961899e-02
    3.48544773e-03   2.30026115e-02   2.03249208e-03   2.53102537e-02
    1.24340273e-01   3.26074334e-03]
 [  2.54293019e-03   1.89934450e-04   8.02943762e-03   4.40140367e-01
    7.44962972e-03   2.91709214e-01   4.73366529e-02   1.57591145e-04
    2.01040700e-01   1.40348915e-03]
 [  2.33246922e-03   1.75362293e-05   1.30602054e-03   3.19924694e-03
    8.02593073e-04   2.55946983e-02   1.08605379e-03   1.92005173e-04
    9.35380280e-01   3.00891493e-02]
 [  3.93562205e-03   2.43267231e-03   6.41979992e-01   1.94295552e-02
    2.77981581e-03   1.84261531e-03   8.95770043e-02   9.14510339e-03
    2.10449994e-01   1.84275508e-02]
 [  5.22222719e-04   9.46159124e-01   4.77970950e-03   4.74172365e-03
    4.31067776e-04   2.71180202e-03   2.42810277e-03   6.81523990e-04
    3.69013883e-02   6.43336796e-04]
 [  2.83914208e-02   1.72482976e-06   5.68866031e-04   2.09187306e-02
    6.14906367e-06   9.46320295e-01   8.21093097e-04   2.04701457e-04
    2.66299210e-03   1.03914601e-04]
 [  6.25434099e-04   3.79499106e-05   6.47980254e-04   8.68801493e-03
    1.08940281e-01   1.06306057e-02   7.33807334e-04   1.37369018e-02
    3.28365061e-03   8.52675319e-01]
 [  9.86463201e-05   9.75938141e-01   2.96379160e-03   8.21784604e-03
    5.09335136e-04   1.71540573e-03   4.90098074e-03   3.89015535e-04
    4.49060602e-03   7.76076573e-04]
 [  2.49361955e-02   3.74187475e-05   2.19169445e-02   3.80408805e-04
    4.28848143e-05   2.03178241e-03   6.32035255e-01   2.68780204e-05
    3.18541437e-01   5.07747536e-05]
 [  1.51869666e-04   9.82659101e-01   2.13443255e-03   2.57909205e-03
    2.22563074e-04   1.01295277e-03   1.13919412e-03   1.65969739e-03
    6.94015250e-03   1.50096114e-03]
 [  9.58117902e-01   2.08830329e-06   5.02097327e-03   6.30170666e-03
    1.84562475e-06   8.01083073e-03   8.94483583e-06   8.35354149e-04
    2.05136612e-02   1.18681241e-03]
 [  3.23697343e-04   4.99879883e-04   4.21740068e-03   1.10388165e-02
    1.00469690e-04   1.70608908e-02   1.70762965e-03   2.69740594e-05
    9.64894652e-01   1.29603097e-04]
 [  6.06770068e-03   5.00028301e-03   3.45498091e-03   2.02178452e-02
    6.21662363e-02   9.10939202e-02   3.20465475e-01   2.01945775e-03
    4.26108271e-01   6.34059235e-02]
 [  3.39490187e-04   6.66334585e-04   1.81171822e-03   5.59290592e-03
    1.49669409e-01   3.51287937e-03   1.40799943e-03   8.62863753e-03
    2.11392678e-02   8.07231367e-01]
 [  3.05612143e-02   7.51554966e-02   2.43894458e-02   1.12478919e-02
    1.76062346e-01   3.79389077e-01   3.49300057e-02   1.26711577e-02
    2.15414867e-01   4.01785038e-02]
 [  6.81952952e-05   9.68173444e-01   1.84881804e-03   1.34760775e-02
    2.16678702e-04   5.46149793e-04   4.96044988e-04   1.01832608e-02
    3.43242846e-03   1.55887310e-03]
 [  2.74825055e-04   3.19968308e-06   2.17255278e-04   1.13622336e-05
    9.80038702e-01   3.42604617e-05   6.30263181e-04   4.16908617e-04
    1.29956834e-05   1.83601081e-02]
 [  3.51520750e-04   7.34784678e-02   3.70815978e-04   1.38157476e-02
    4.49703187e-02   8.28080811e-03   4.70643397e-03   3.30777802e-02
    2.50016376e-02   7.95946479e-01]
 [  4.68214457e-05   8.25503230e-06   1.77355185e-02   1.00150530e-03
    2.25315109e-01   5.35480329e-04   7.53651619e-01   1.05407310e-03
    4.36622649e-04   2.15063585e-04]
 [  5.33415936e-04   3.41384578e-03   3.63870458e-05   3.84263173e-02
    3.91858723e-03   7.64746547e-01   4.06327192e-04   3.11310333e-03
    1.40282214e-01   4.51232158e-02]
 [  8.39717450e-06   6.49144525e-08   2.42594583e-03   5.62624746e-06
    3.94863859e-02   1.11404916e-05   9.57760632e-01   8.24657855e-06
    2.65385490e-04   2.81723696e-05]
 [  5.89543604e-04   1.42422687e-06   6.34625394e-05   9.79753554e-01
    3.13184131e-07   1.49991568e-02   6.34871071e-07   6.08572795e-04
    3.57432570e-03   4.09025379e-04]
 [  1.25130883e-03   8.36212348e-05   5.84669579e-05   1.92528055e-03
    2.65781558e-03   5.89080434e-03   5.82888497e-05   9.53896821e-01
    1.04859320e-03   3.31290364e-02]
 [  1.52269684e-04   2.20279617e-06   1.77574605e-02   8.33648082e-04
    8.58605087e-01   2.33509258e-04   1.19317904e-01   1.80244446e-03
    1.93106738e-04   1.10232283e-03]
 [  2.57697684e-04   1.02878774e-04   1.31443711e-02   1.80810615e-02
    8.78249705e-02   5.57932816e-02   1.62568910e-03   1.50216687e-02
    1.31584853e-01   6.76563501e-01]
 [  2.07928661e-03   8.08185399e-01   6.06577657e-02   2.47037821e-02
    4.16801078e-03   1.12958970e-02   4.16020351e-03   2.22778087e-03
    8.03789273e-02   2.14310200e-03]]
INFO:tensorflow:probabilities = [[  1.24792437e-04   3.33533913e-04   1.55294919e-03   7.35439640e-03
    1.69422582e-03   8.28309916e-03   4.45420993e-03   1.58135910e-04
    9.73587811e-01   2.45675957e-03]
 [  1.20721699e-03   1.95369212e-05   5.57051026e-05   4.70139406e-04
    5.12639098e-02   1.38295349e-03   2.92698416e-04   2.34458148e-02
    3.31036700e-03   9.18551683e-01]
 [  8.26850813e-03   6.82491100e-06   4.07334305e-02   4.15419377e-02
    3.76014352e-01   2.15556249e-02   9.30232275e-03   6.52741566e-02
    6.29545823e-02   3.74348342e-01]
 [  6.10546776e-05   9.75883663e-01   1.03806751e-03   1.18536735e-02
    2.47023243e-04   4.38680698e-04   7.02945166e-04   3.01234983e-03
    4.14458709e-03   2.61806464e-03]
 [  3.05078811e-05   2.67493608e-03   9.83865082e-01   2.62617436e-03
    1.53026354e-04   2.59868830e-04   8.88678059e-03   8.66742921e-04
    6.20559091e-04   1.63119021e-05]
 [  1.25792227e-04   4.12319554e-03   5.24049741e-04   6.06417703e-03
    5.67780733e-02   4.50208224e-03   9.25922126e-04   8.40392057e-03
    2.16389690e-02   8.96913826e-01]
 [  2.74531940e-05   4.02550859e-06   8.47740812e-05   9.72736239e-01
    9.39771689e-06   5.10734564e-04   2.00334782e-07   2.14169677e-02
    4.65222821e-03   5.57896332e-04]
 [  4.10046981e-04   5.64918491e-06   2.31499744e-05   3.05711292e-04
    5.13072009e-05   3.13276047e-04   1.70325552e-06   9.85136390e-01
    7.10895285e-04   1.30419219e-02]
 [  1.41094977e-04   4.22399789e-05   9.25894483e-07   1.73725805e-03
    6.34997413e-02   7.15620257e-03   3.31874689e-05   1.65993404e-02
    1.14222756e-03   9.09647763e-01]
 [  9.69336510e-01   7.87407430e-07   1.91117020e-03   7.78130139e-04
    3.72047001e-03   1.96188651e-02   2.99059809e-03   2.74252554e-04
    7.28696992e-04   6.40546496e-04]
 [  2.22864188e-03   8.45534902e-04   1.80832372e-04   6.67275512e-04
    3.82822528e-02   8.94714147e-03   5.15711668e-04   2.09302139e-02
    9.68183354e-02   8.30584049e-01]
 [  9.56739459e-05   1.61391599e-05   1.48866849e-03   4.87891521e-05
    9.81951356e-01   3.26350215e-03   8.63525551e-03   3.51416413e-03
    9.83602658e-05   8.88193317e-04]
 [  5.21867711e-04   1.98979287e-05   4.18645577e-05   9.08885337e-03
    1.22170930e-03   2.20887037e-03   7.95925098e-06   9.66833830e-01
    1.40405353e-03   1.86511073e-02]
 [  5.11605940e-05   2.73370155e-04   8.72432429e-05   1.41288922e-03
    7.69188106e-01   3.08271591e-03   2.72540166e-03   1.51014160e-02
    1.28101418e-02   1.95267558e-01]
 [  1.19659293e-04   3.88488661e-05   4.99189598e-04   1.74972520e-03
    4.76119779e-02   3.95578239e-03   4.52968146e-04   3.86690255e-03
    3.55982874e-03   9.38145041e-01]
 [  5.24061790e-04   1.62332982e-03   9.13664044e-05   3.79183516e-03
    4.73936694e-03   1.40666412e-02   4.43384633e-05   6.14170730e-01
    5.17901629e-02   3.09158176e-01]
 [  1.77253573e-03   1.72209475e-05   2.29530454e-01   9.30055801e-04
    6.80051625e-01   1.64287235e-03   2.20463648e-02   3.53994826e-03
    4.67753783e-03   5.57914339e-02]
 [  5.95851708e-03   3.36271852e-01   9.98430848e-02   1.86415255e-01
    3.17323627e-03   3.24324369e-01   1.94935163e-03   2.05847528e-02
    1.66414324e-02   4.83812299e-03]
 [  4.48327155e-05   2.97576153e-05   6.25335742e-05   2.19960394e-03
    9.87071508e-06   9.75363000e-05   4.36366975e-07   9.89484012e-01
    5.69179247e-04   7.50233745e-03]
 [  1.47742906e-03   3.45300759e-06   1.25656156e-02   9.85652328e-01
    6.72160150e-09   2.07520876e-04   2.31931199e-06   1.25161960e-05
    7.40642354e-05   4.72957845e-06]
 [  2.14893862e-05   1.34179181e-05   3.03327511e-06   1.10334216e-03
    7.33913481e-02   3.96170188e-03   1.54609043e-05   2.96593774e-02
    1.15266477e-03   8.90678167e-01]
 [  1.21175669e-01   1.27790670e-04   6.46969527e-02   1.17368726e-02
    2.69587897e-02   8.26482400e-02   3.24304625e-02   9.66315344e-02
    1.28481418e-01   4.35112327e-01]
 [  1.24097103e-03   1.74782227e-03   3.94960167e-04   1.39634288e-03
    1.24060497e-01   1.57211989e-03   3.00985924e-03   1.37966434e-02
    1.02026463e-02   8.42578113e-01]
 [  1.24282604e-02   3.58727388e-03   4.57109418e-03   7.12601990e-02
    2.90390220e-03   1.50327787e-01   9.66304354e-03   4.35950002e-04
    7.40781486e-01   4.04101284e-03]
 [  6.60163462e-02   2.90695652e-06   7.06817117e-03   1.06846518e-03
    3.33531134e-05   5.80786824e-01   3.39021713e-01   3.15752004e-05
    5.75147010e-03   2.19209411e-04]
 [  7.21730657e-06   2.71951849e-05   6.25338143e-05   9.39307868e-01
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    4.68021305e-03   8.16756845e-01]
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    3.13322335e-01   1.92349125e-06]
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    5.94631210e-02   5.40533364e-01]
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    2.53706443e-04   8.84702623e-01   1.96801289e-03   9.80610930e-05
    3.69430967e-02   2.56243721e-03]
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    2.05915727e-04   7.32835266e-04   2.89769424e-03   3.94844421e-04
    8.99420492e-03   4.85886034e-04]
 [  2.81005603e-04   1.17871544e-08   8.42521672e-07   1.32719797e-04
    1.20361978e-08   3.34981814e-05   2.50494336e-09   9.99413252e-01
    8.65548718e-05   5.20088288e-05]
 [  2.33279170e-05   1.44532123e-05   1.47036496e-06   9.14856966e-04
    9.30043916e-06   7.04440754e-05   3.03177465e-08   9.92364049e-01
    5.64174698e-05   6.54561212e-03]
 [  3.34440527e-04   2.72554457e-01   5.71590811e-02   1.91583902e-01
    3.96798737e-03   4.08312157e-02   5.10379625e-03   5.80955595e-02
    3.08744818e-01   6.16247021e-02]
 [  5.33113664e-04   9.64595556e-01   1.01113329e-02   1.24837393e-02
    2.62651971e-04   1.32215570e-03   2.26585940e-03   5.16916509e-04
    7.12730363e-03   7.81496754e-04]
 [  1.96004123e-03   1.31801947e-03   2.87670735e-02   4.07801680e-02
    8.53690552e-04   5.31006604e-04   1.07265320e-02   3.50139308e-04
    9.00506198e-01   1.42070996e-02]
 [  7.29175954e-05   1.87641781e-04   4.20316705e-04   9.06617846e-03
    1.27367899e-02   6.61388785e-02   1.78909081e-03   7.58116366e-04
    6.63654566e-01   2.45175511e-01]
 [  6.04592060e-05   9.91986394e-01   2.28394149e-03   7.83012016e-04
    6.95273557e-05   3.78304161e-04   5.73382771e-04   6.55784213e-04
    3.07387440e-03   1.35236536e-04]
 [  1.53238256e-03   4.48351130e-02   9.72004980e-03   9.01262045e-01
    1.12730335e-03   2.53405422e-02   8.11703783e-03   3.74373689e-04
    6.74926164e-03   9.41834413e-04]]
INFO:tensorflow:global_step/sec: 161.914
INFO:tensorflow:loss = 0.496767, step = 4101
INFO:tensorflow:probabilities = [[  1.84807635e-04   4.55199597e-06   6.44971005e-05   4.17108386e-04
    4.68905409e-06   9.93432879e-01   7.15858114e-05   9.33067804e-06
    5.79434633e-03   1.61959688e-05]
 [  9.98219550e-01   3.12980113e-08   8.02471332e-05   1.42290883e-04
    2.91411567e-07   1.39836816e-03   7.05562197e-05   3.33180219e-06
    7.89921687e-05   6.47021034e-06]
 [  9.74858403e-01   1.26368491e-07   7.55910005e-05   3.73587885e-04
    1.04546634e-04   9.66811646e-03   1.36153558e-05   1.04621891e-02
    4.94494161e-05   4.39423602e-03]
 [  5.95945895e-01   2.10445569e-06   3.13320935e-01   3.05739325e-02
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    9.04989793e-06   8.87608912e-04   1.56889306e-04   2.23958195e-04
    2.99590873e-04   6.07082438e-05]
 [  9.99065578e-01   2.05827619e-10   4.16479197e-05   2.34476975e-05
    3.30179120e-08   3.49829468e-04   2.91947305e-04   4.45691421e-06
    2.22027244e-04   1.18364949e-06]
 [  2.04797703e-04   9.67030064e-06   4.99322137e-04   6.96336792e-05
    9.62644458e-01   1.17139285e-03   1.04264515e-02   3.80558055e-03
    4.17069154e-04   2.07517073e-02]
 [  7.49165379e-03   4.46891505e-03   1.54677868e-01   1.66226248e-03
    3.33972764e-03   4.25665006e-02   5.81132233e-01   7.08081716e-05
    2.04310417e-01   2.79643136e-04]
 [  4.54986526e-04   8.47550382e-06   2.90111529e-05   1.95086584e-03
    4.25776318e-02   4.89270373e-04   2.47099651e-05   2.01881416e-02
    2.72176927e-03   9.31555092e-01]
 [  1.31623575e-03   1.29372347e-04   4.13231974e-05   9.82669648e-04
    1.69968084e-02   1.91647850e-03   1.41464159e-04   1.01565287e-01
    3.62509415e-02   8.40659499e-01]
 [  1.14596775e-03   1.70351723e-05   1.74697628e-03   3.01047624e-03
    4.10500735e-01   1.48631027e-03   2.41892459e-03   2.04613395e-02
    2.57537374e-03   5.56636870e-01]
 [  2.29624158e-04   1.49477011e-04   1.05722087e-04   4.69908491e-03
    1.25416115e-01   5.12383529e-04   3.79453886e-05   4.78611290e-02
    1.59691169e-03   8.19391549e-01]
 [  9.36591896e-05   9.15704250e-01   2.25660335e-02   4.94165113e-03
    7.27130755e-05   5.33520477e-03   2.25007273e-02   3.34895558e-05
    2.86966152e-02   5.56091072e-05]
 [  4.81817266e-03   1.99899008e-03   9.15368088e-04   3.96831453e-01
    5.72991557e-04   5.63752413e-01   6.51671551e-04   9.01519600e-03
    9.69069637e-03   1.17530767e-02]
 [  6.71543879e-04   5.80760301e-04   1.93919940e-03   9.75270212e-01
    1.43033001e-04   1.68682802e-02   4.66028054e-04   4.20266850e-04
    2.96781654e-03   6.73053146e-04]
 [  4.33669105e-04   4.40600934e-03   3.16472985e-02   5.09543228e-04
    1.33169908e-02   2.64304201e-03   9.41547394e-01   3.81367536e-05
    4.64980025e-03   8.08093871e-04]
 [  9.29900154e-04   7.34913861e-04   4.49650828e-03   1.23592094e-02
    1.52179913e-03   2.22876016e-03   3.67930683e-04   6.79944176e-03
    9.55773711e-01   1.47878183e-02]
 [  8.38744082e-03   5.56984127e-01   6.68321475e-02   1.42165631e-01
    1.22684352e-02   4.59744893e-02   5.55662923e-02   4.00871858e-02
    5.04591726e-02   2.12750677e-02]
 [  9.95682716e-01   1.33872859e-08   2.42010287e-06   7.09133965e-05
    3.07758455e-07   9.52041126e-04   9.62887270e-07   3.25383549e-03
    1.48714162e-05   2.19983849e-05]
 [  7.17461444e-05   4.23502934e-05   1.04417093e-03   5.80783701e-03
    1.21866923e-03   1.63284764e-01   1.89959479e-03   4.87572543e-05
    8.22164297e-01   4.41777287e-03]
 [  4.73563996e-04   3.11902817e-02   1.09146291e-04   2.76616924e-02
    7.31043518e-03   8.28269031e-03   5.94468293e-05   3.36672693e-01
    1.05681233e-01   4.82558727e-01]]
INFO:tensorflow:probabilities = [[  4.63364035e-04   8.27482995e-03   2.56945174e-02   7.26816237e-01
    2.54750941e-02   9.92276669e-02   6.57186955e-02   2.40525638e-04
    4.47665863e-02   3.32245557e-03]
 [  7.89023656e-03   3.36825877e-04   2.17064196e-04   3.73234274e-04
    1.45750446e-02   9.40869629e-01   2.07800651e-03   8.67738563e-04
    3.09101194e-02   1.88206928e-03]
 [  9.89593506e-01   8.20508017e-09   1.01959566e-03   2.51983874e-06
    9.25418362e-07   4.43627266e-03   4.64515388e-03   6.87044874e-08
    2.99625506e-04   2.40468330e-06]
 [  2.55912571e-04   3.68507608e-05   7.18845549e-05   1.17300998e-03
    3.22256237e-05   1.92119216e-03   1.36260132e-06   9.62311745e-01
    1.83649617e-03   3.23593318e-02]
 [  3.57474710e-06   1.56679627e-04   4.53524699e-04   6.46549381e-07
    1.00201310e-03   9.00800878e-05   9.98081446e-01   1.69799819e-07
    1.81959665e-04   3.00064130e-05]
 [  4.99645888e-04   1.06345245e-03   1.67108490e-03   4.33237350e-04
    5.92162788e-01   9.75173116e-02   4.58637327e-02   2.47494020e-02
    2.09066808e-01   2.69725323e-02]
 [  2.38668546e-03   1.45294843e-03   3.03942785e-02   9.48798656e-01
    7.30450047e-05   7.88827799e-03   2.98534939e-03   3.24436609e-04
    5.03471261e-03   6.61717204e-04]
 [  1.51028321e-03   1.98854294e-04   2.07340484e-03   7.51070082e-01
    3.39101331e-04   6.98053911e-02   5.89892152e-05   1.38778379e-03
    1.56688720e-01   1.68673526e-02]
 [  2.16745044e-04   4.00941037e-02   2.69032829e-03   9.30353642e-01
    3.90820287e-06   2.15975884e-02   2.41155678e-04   5.55437466e-04
    4.20944765e-03   3.77184842e-05]
 [  1.70707013e-02   2.52845697e-03   1.12350043e-02   6.67011924e-03
    5.71405999e-02   1.69838648e-02   1.59977935e-03   7.03718339e-04
    8.10442328e-01   7.56254345e-02]
 [  2.64399983e-02   3.71234751e-06   2.72175734e-04   8.31625611e-02
    4.40438225e-06   8.85901928e-01   1.90748775e-04   1.32731380e-04
    3.79391224e-03   9.77854579e-05]
 [  3.19840728e-05   1.43646612e-04   9.87649262e-01   8.92973214e-04
    1.99530564e-06   3.23190994e-04   5.02762741e-05   1.05275270e-02
    3.49027512e-04   3.00870597e-05]
 [  5.47639385e-04   2.56950420e-06   2.30354145e-01   1.59075280e-04
    2.39209869e-04   3.44738277e-04   7.68279731e-01   4.36938990e-06
    5.48175231e-05   1.36775234e-05]
 [  5.72642020e-04   1.48727906e-07   9.82899964e-01   1.87603218e-04
    4.22876838e-06   2.98062514e-05   1.62709244e-02   3.87419590e-07
    3.41617633e-05   9.41589420e-08]
 [  9.99057472e-01   3.39878392e-09   5.66810968e-06   1.26000041e-05
    5.92034723e-07   8.59257125e-04   2.90299795e-05   2.17337083e-06
    1.66554510e-05   1.64430985e-05]
 [  2.98466504e-04   4.74730390e-04   9.59031701e-01   2.61696540e-02
    6.67160339e-06   5.83925830e-05   1.16149786e-04   1.13107353e-05
    1.38326408e-02   2.81333200e-07]
 [  2.98373525e-05   7.18696901e-06   1.16123238e-05   1.31950379e-04
    5.02987496e-06   1.19487326e-04   6.56641191e-07   9.95343387e-01
    1.80793722e-04   4.16998891e-03]
 [  5.30470870e-02   3.61721555e-04   2.08138116e-03   1.94208103e-03
    8.60338972e-04   8.80240083e-01   1.87590776e-03   3.99780460e-04
    5.72334565e-02   1.95819978e-03]
 [  2.18258458e-04   3.36592726e-04   2.53558566e-04   2.89043086e-03
    1.23414517e-04   1.02270767e-03   6.31912053e-06   9.74264443e-01
    1.35149225e-03   1.95327904e-02]
 [  8.00317340e-03   3.35874152e-03   1.82135981e-02   2.01427788e-02
    1.12284388e-05   6.76112354e-01   1.24048340e-04   7.33936066e-03
    2.65969247e-01   7.25432124e-04]
 [  2.44107144e-03   1.46925092e-01   5.46483463e-03   3.65687869e-02
    1.08003202e-04   3.27850040e-03   1.37626950e-04   7.24292755e-01
    4.59280498e-02   3.48553360e-02]
 [  4.11859764e-05   2.10894214e-04   9.58585083e-01   1.10285589e-03
    2.27125747e-06   4.15306451e-04   3.95904817e-02   1.19328760e-08
    5.18285924e-05   4.43296706e-08]
 [  1.55314442e-03   8.63215304e-04   4.66650009e-01   9.00218263e-03
    9.03550131e-07   3.38545837e-03   1.29391265e-03   5.28843957e-04
    5.16653717e-01   6.85904888e-05]
 [  7.73513821e-05   1.76796186e-06   9.77179297e-05   9.99411345e-01
    3.21956115e-08   3.12256627e-04   5.14852729e-07   5.28602541e-05
    4.20364522e-05   4.13864927e-06]
 [  2.20975606e-03   7.53658924e-06   4.14346717e-02   9.33028579e-01
    1.74934248e-05   1.37128122e-02   1.00761733e-03   1.64478042e-05
    8.51713493e-03   4.80196686e-05]
 [  9.56059259e-04   1.95725937e-04   8.57833402e-06   3.58570600e-04
    2.23505776e-06   9.79755640e-01   5.77967847e-04   5.81894574e-06
    1.81171242e-02   2.21512073e-05]
 [  9.74597128e-07   1.51696963e-06   8.82746652e-03   7.42697694e-07
    1.71849709e-02   1.61275750e-06   9.73894060e-01   1.61402693e-06
    6.94032788e-05   1.76205085e-05]
 [  7.95158818e-02   1.92076142e-03   6.53256357e-01   2.81122923e-02
    3.50714079e-04   5.05590625e-02   3.06525663e-03   1.09093718e-01
    5.77665083e-02   1.63594410e-02]
 [  8.62829562e-04   4.49710842e-06   9.87085514e-04   2.58455884e-06
    1.93120749e-03   4.19580989e-04   9.95492339e-01   5.92118568e-07
    2.77436164e-04   2.18040077e-05]
 [  5.82448638e-06   5.29670215e-05   9.91934419e-01   7.72370771e-03
    4.30954650e-08   3.85592693e-06   3.29712857e-05   3.68471296e-06
    2.42071968e-04   5.01911757e-07]
 [  2.17606616e-03   1.71461385e-02   4.56419773e-03   9.02302749e-03
    6.29313588e-01   1.80566311e-02   3.19105573e-02   1.11709880e-02
    6.62619993e-02   2.10376814e-01]
 [  5.60496747e-03   3.30306611e-05   4.50250664e-05   4.69424587e-04
    6.54133502e-04   9.85441446e-01   8.93562625e-04   1.41705299e-04
    6.04567165e-03   6.71084272e-04]
 [  3.67835979e-03   3.19065899e-01   1.41291963e-02   3.16267237e-02
    4.64340812e-03   1.10701229e-02   3.64674767e-03   1.59724485e-02
    5.87692082e-01   8.47505778e-03]
 [  4.87416721e-04   8.22156575e-03   2.39093397e-02   9.50801492e-01
    5.80348888e-06   1.21622458e-02   3.64111504e-04   5.81604429e-04
    3.28705856e-03   1.79461989e-04]
 [  8.27829301e-01   9.65219442e-06   2.77395314e-03   1.12492195e-03
    8.25205934e-05   5.43753356e-02   5.51818386e-02   3.36710946e-05
    5.82331084e-02   3.55800847e-04]
 [  8.72211277e-01   7.08301400e-08   1.08494215e-01   7.00625533e-04
    1.45907152e-05   2.14077462e-03   1.43221095e-02   4.71161111e-05
    1.92159414e-03   1.47596016e-04]
 [  1.63300811e-05   1.15224284e-04   3.79748381e-05   8.48493338e-01
    1.00073186e-04   1.83105946e-03   2.39916130e-06   1.22322477e-01
    1.04042923e-03   2.60407533e-02]
 [  3.14260978e-04   4.66106489e-04   2.75362490e-05   1.89986173e-03
    1.08344771e-01   1.16967028e-02   3.83580082e-05   5.51106185e-02
    5.25097921e-03   8.16850841e-01]
 [  3.50934826e-02   9.73640708e-05   2.46463623e-03   1.14595536e-02
    3.46084475e-03   5.54740012e-01   4.56344336e-02   3.04554469e-05
    3.46195281e-01   8.23904411e-04]
 [  1.73248045e-04   1.46405296e-06   2.03519594e-03   2.06247834e-03
    1.99509994e-03   6.03872212e-03   5.21477614e-06   1.84452742e-01
    6.25619590e-01   1.77616253e-01]
 [  7.14216530e-02   8.64375674e-04   3.86442291e-04   3.87504965e-01
    6.40437985e-03   3.53658378e-01   1.36519121e-02   1.03105241e-02
    3.59200574e-02   1.19877361e-01]
 [  2.55183950e-02   2.66145566e-04   1.25836777e-02   9.39883530e-01
    1.54517493e-05   7.11564859e-03   1.28969457e-03   8.40955938e-04
    1.19872736e-02   4.99292801e-04]
 [  8.80033404e-05   1.17862830e-04   8.91118944e-01   1.73364058e-02
    3.45236901e-03   1.10718596e-04   8.75298083e-02   8.16141437e-06
    1.75217603e-04   6.25521934e-05]
 [  1.01034157e-03   5.69312077e-04   1.97264832e-03   8.10851157e-02
    8.48076567e-02   4.73364703e-02   2.11889297e-02   3.72073561e-01
    1.12680078e-01   2.77275920e-01]
 [  1.67857379e-05   1.26899183e-02   3.24919224e-02   9.34410095e-01
    4.56386770e-05   3.50360665e-03   2.34091794e-03   3.70480615e-04
    1.40607469e-02   6.99728553e-05]
 [  1.13304748e-04   1.04999117e-06   1.30311884e-02   7.77275593e-04
    8.07132721e-01   8.20160564e-03   1.67397276e-01   2.16610497e-04
    2.58882181e-03   5.40190027e-04]
 [  5.61605324e-04   9.10157859e-01   4.62899357e-03   1.14325453e-02
    5.83071494e-03   1.43408414e-03   3.08827125e-03   4.39967960e-02
    1.46934055e-02   4.17565415e-03]
 [  4.78551992e-05   8.62934539e-05   2.00870863e-06   9.54733259e-05
    1.79615818e-04   1.07403146e-03   8.05060836e-07   9.36728060e-01
    2.29075691e-03   5.94951436e-02]
 [  4.29651618e-06   2.68436656e-06   1.12973048e-05   9.37283257e-05
    1.21037900e-07   6.47010040e-07   1.89422611e-09   9.99178350e-01
    3.13111523e-05   6.77545555e-04]
 [  7.57780671e-03   1.41643966e-07   4.47334833e-02   9.23390031e-01
    4.09318000e-06   1.98690984e-02   8.08548764e-04   1.72097280e-05
    3.59066925e-03   9.04926856e-06]
 [  1.49534186e-04   9.59220994e-03   2.52797697e-02   4.03562188e-02
    4.80238406e-04   1.02377655e-02   3.33368196e-03   2.18275306e-03
    9.07826662e-01   5.61163004e-04]
 [  9.95033145e-01   9.13657175e-07   4.96850582e-04   1.00676750e-03
    9.12663495e-07   2.67462898e-03   2.56120809e-04   1.86960373e-04
    5.28253986e-05   2.90894299e-04]
 [  3.07082109e-06   1.67496853e-06   3.35396521e-07   8.34140956e-05
    1.00391539e-04   9.57963057e-05   6.52392700e-08   9.76603866e-01
    6.65070038e-05   2.30449494e-02]
 [  5.26904478e-06   2.11835527e-08   3.59887327e-03   2.20767060e-06
    2.76231352e-04   3.52124971e-06   9.96076047e-01   1.16673391e-06
    6.68558005e-06   2.99694948e-05]
 [  1.01117448e-05   9.96641994e-01   9.06748988e-04   7.63123506e-04
    5.16196669e-05   1.36203680e-05   4.66293684e-04   1.91978630e-04
    8.63851456e-04   9.06038040e-05]
 [  5.41236135e-04   3.33810574e-04   1.46845006e-03   1.58013566e-03
    1.14534043e-01   7.17481133e-03   1.11159671e-03   2.31761727e-02
    1.44900288e-02   8.35589707e-01]
 [  9.91631329e-01   1.45233813e-07   1.43893367e-05   3.89526039e-03
    1.23861357e-08   4.12692782e-03   2.78152402e-05   1.32841149e-06
    2.99544365e-04   3.33645244e-06]
 [  9.86729860e-01   5.17385445e-07   3.06117290e-04   4.85124110e-05
    6.79334207e-08   1.18437000e-02   6.36770215e-04   1.82158578e-06
    4.32658213e-04   2.63662827e-07]
 [  1.18939548e-04   7.55125165e-01   1.67143140e-02   6.63715228e-02
    3.10822818e-02   2.04378981e-02   2.67398451e-02   7.76267052e-03
    4.85728048e-02   2.70744879e-02]
 [  1.17443386e-03   9.19172287e-01   2.80527864e-02   5.08805690e-03
    4.22792789e-03   4.68853815e-03   3.38630867e-03   1.43799989e-03
    3.23651545e-02   4.06501058e-04]
 [  2.33739708e-03   2.57550982e-05   3.20458021e-05   4.40248735e-02
    3.11668329e-02   1.99375208e-02   2.18353700e-04   2.51215518e-01
    3.82891530e-03   6.47212803e-01]
 [  1.03151333e-03   9.42357779e-01   7.85254315e-03   1.04244351e-02
    1.71242270e-03   1.50704628e-03   1.75777345e-03   1.67676657e-02
    1.24187162e-02   4.17019706e-03]
 [  9.68235672e-01   2.38047733e-06   5.13628358e-04   2.12427069e-04
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    6.46056491e-04   1.84401008e-03]
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    1.38814189e-03   2.19377619e-03   2.91010062e-03   1.49324322e-02
    1.06614428e-02   1.29794423e-02]
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    3.42363091e-05   3.08602030e-04   2.59345339e-04   1.28383166e-04
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    5.99334296e-03   1.15788099e-03]
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    1.57657580e-03   2.21977061e-05]
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    2.52205273e-03   8.55111778e-01]
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    2.49198582e-02   3.57068231e-04]
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    5.91206071e-06   1.62719971e-05]
 [  1.16699189e-03   1.61177173e-04   5.98561237e-05   2.26684806e-05
    1.37416169e-03   5.21692671e-02   5.06207289e-05   1.98303978e-03
    9.37841296e-01   5.17090596e-03]
 [  1.41852215e-04   9.70491707e-01   1.74970261e-03   3.86361405e-03
    1.72570668e-04   2.55196908e-04   1.26245769e-03   1.03117144e-02
    9.94499587e-03   1.80621364e-03]
 [  4.13596681e-05   1.03849678e-04   4.57954775e-05   1.14526432e-04
    4.15991963e-04   6.88749366e-03   8.60154163e-04   3.81315243e-04
    9.87309873e-01   3.83965834e-03]
 [  1.45711441e-04   2.72944133e-04   2.76808540e-04   1.13455951e-03
    1.57337174e-01   6.33635675e-04   2.49738252e-04   5.71110239e-03
    9.68144089e-03   8.24556887e-01]
 [  3.83537787e-04   3.96801879e-05   3.91375739e-03   1.04368757e-02
    1.01615442e-03   2.85182893e-03   8.94365512e-05   3.48552540e-02
    9.20734048e-01   2.56794505e-02]
 [  5.01794100e-01   1.97269372e-07   3.82839760e-04   1.71113479e-05
    5.77776689e-07   4.95169640e-01   1.41366199e-03   2.58895000e-07
    1.21982058e-03   1.86500085e-06]
 [  1.05012514e-01   1.34405273e-04   6.12827539e-02   1.72574818e-02
    1.46620125e-01   4.71578650e-02   2.29549892e-02   7.53242224e-02
    1.33556221e-02   5.10900080e-01]
 [  4.45346495e-06   9.97616529e-01   1.69018342e-04   1.18026475e-03
    1.77297297e-05   1.89416722e-04   1.41120501e-04   5.07636141e-05
    5.23279712e-04   1.07539672e-04]
 [  6.21297586e-05   1.95402955e-03   9.87224460e-01   9.57868714e-03
    9.52430028e-08   1.51919681e-04   2.08804529e-04   1.46428856e-05
    8.04851588e-04   3.12011139e-07]]
INFO:tensorflow:global_step/sec: 162.539
INFO:tensorflow:loss = 0.353929, step = 4201
INFO:tensorflow:probabilities = [[  1.23059843e-04   5.47029427e-04   7.98634142e-02   8.34097683e-01
    2.38837514e-04   9.40534228e-04   4.79114446e-04   5.35005843e-03
    7.56212771e-02   2.73893448e-03]
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    4.82676923e-03   3.55789729e-04]
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    2.41399482e-01   3.11060488e-04]
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    1.94454764e-03   2.11049246e-05]
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    1.53728992e-01   3.27235577e-03]
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    5.24442922e-03   4.02629934e-02]
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    8.85887623e-01   4.74842591e-03]
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    1.22186320e-04   6.81012243e-05   2.15912928e-06   9.83233929e-01
    4.16787434e-03   1.14519484e-02]
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    1.96452136e-03   1.65127218e-03]
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    2.72216930e-05   4.51734786e-06]
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    4.26598638e-03   7.18139461e-04]
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    6.71773627e-02   1.22291639e-01]
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    2.20695455e-02   7.87365541e-04   1.76608064e-05   1.79955084e-02
    2.23258743e-03   9.53638732e-01]
 [  1.57945498e-03   8.09867575e-04   1.17917545e-02   8.46727118e-02
    4.74614411e-04   2.47567520e-02   1.07027020e-03   1.68573558e-02
    8.37801397e-01   2.01857835e-02]
 [  1.68857296e-05   2.78317672e-03   9.94093001e-01   6.95970084e-04
    4.85459395e-07   1.65863719e-06   1.20666984e-03   5.16180705e-07
    1.20161253e-03   1.02111287e-07]
 [  1.51159172e-03   1.71917476e-04   6.92763017e-04   1.02095376e-03
    9.25301552e-01   7.51821604e-03   1.73838611e-03   1.05505029e-03
    1.04831543e-03   5.99411540e-02]
 [  2.56034720e-04   6.52455317e-04   8.25210300e-04   5.18711889e-03
    2.36657634e-03   1.88732836e-02   6.57274140e-05   1.08558750e-02
    4.00822878e-01   5.60094893e-01]
 [  2.73477519e-03   7.08514499e-03   7.87317574e-01   2.75643282e-02
    7.26669896e-07   6.10831543e-04   2.06484133e-03   1.22876256e-04
    1.72380000e-01   1.18961121e-04]
 [  1.45615704e-04   1.27482938e-03   3.47850349e-04   1.35000853e-03
    5.12491242e-05   6.71519141e-04   3.09330949e-06   9.85968590e-01
    9.95314447e-04   9.19199083e-03]
 [  9.96652305e-01   3.07156789e-08   2.06792647e-05   3.00804350e-05
    4.11298764e-08   3.24770343e-03   1.69225204e-05   1.44578917e-05
    9.86460691e-06   8.06680600e-06]
 [  5.84723603e-04   1.65022866e-05   8.59539214e-05   9.87377346e-01
    7.46822906e-08   1.51669746e-03   2.84305770e-07   4.57538245e-03
    4.64531640e-03   1.19762984e-03]
 [  1.80049594e-02   6.58647696e-05   7.46121258e-02   4.48756665e-03
    1.48527813e-03   3.07341330e-02   2.24747565e-02   1.72546145e-03
    8.37995470e-01   8.41443706e-03]
 [  3.78944504e-04   1.50834516e-04   2.13806343e-04   4.31555469e-04
    1.35891416e-04   4.15329775e-03   1.00786319e-05   9.47628856e-01
    1.45576801e-02   3.23389061e-02]
 [  5.72910439e-03   1.37624778e-02   9.88873839e-03   9.54342820e-03
    2.01224512e-03   9.22108628e-03   5.67280129e-03   1.52384760e-02
    8.47058535e-01   8.18730369e-02]
 [  5.82977445e-05   5.98698156e-03   9.89984870e-01   2.96772900e-03
    5.49340984e-05   2.88382926e-05   4.51585220e-04   5.13213172e-06
    4.52654727e-04   9.24431515e-06]
 [  2.34354025e-04   9.67227876e-01   4.92392667e-03   7.82161858e-03
    3.01139313e-04   3.17548541e-03   8.97672784e-04   1.30360189e-03
    1.37068238e-02   4.07462619e-04]
 [  5.76868281e-03   9.91071239e-02   1.00641854e-01   3.73974144e-01
    3.21901956e-04   2.17322521e-02   8.26197560e-04   1.44220725e-01
    1.34104550e-01   1.19302556e-01]
 [  1.78310758e-04   3.58007383e-05   7.39387087e-06   1.77057914e-03
    7.20542431e-01   7.48163089e-03   1.50548760e-04   3.28590609e-02
    1.68787446e-02   2.20095411e-01]
 [  5.73349598e-06   9.72661376e-01   3.35370394e-04   8.84499028e-03
    2.31446640e-04   2.59068329e-04   1.14761715e-04   9.34282970e-03
    6.93824282e-03   1.26632245e-03]
 [  5.29502926e-04   9.09096599e-01   3.74475121e-02   1.52816111e-02
    9.41739068e-04   4.51963773e-04   4.41076141e-03   2.84498418e-03
    2.86214110e-02   3.73760035e-04]
 [  4.61587310e-03   6.54884905e-04   4.06580418e-02   1.28004663e-02
    7.09227800e-01   8.61226209e-03   9.63962972e-02   8.41677934e-03
    6.28081411e-02   5.58095053e-02]
 [  1.56566148e-05   2.08173515e-06   9.98762012e-01   1.67139937e-04
    2.40337813e-05   3.01279442e-06   4.89867292e-04   2.06927944e-04
    2.90308759e-04   3.90891073e-05]
 [  8.55031317e-07   6.15482776e-08   6.34304840e-08   3.46249908e-05
    1.66813197e-06   1.64989233e-05   7.64676678e-09   9.95485187e-01
    8.30814315e-06   4.45279805e-03]
 [  6.91173591e-06   4.97798010e-06   9.94625390e-01   3.76203400e-03
    3.76520063e-07   7.15730084e-06   1.41736527e-03   8.20417972e-06
    1.67153994e-04   5.16068212e-07]
 [  1.72800228e-05   2.65570794e-04   6.17161786e-05   2.00357870e-03
    2.22526025e-03   3.24330642e-03   1.01162896e-05   7.44677961e-01
    3.54374503e-03   2.43951574e-01]
 [  1.42540382e-02   1.72016115e-07   9.43620801e-01   8.35245301e-05
    8.52311030e-04   2.08819511e-05   4.05866541e-02   3.66660174e-07
    6.90234665e-05   5.11993945e-04]
 [  8.01360511e-05   1.17102195e-06   1.21534856e-06   9.67487649e-05
    4.85041437e-06   1.10886838e-04   7.54802372e-08   9.99199212e-01
    2.28342215e-05   4.82886535e-04]
 [  1.22312894e-02   1.33397361e-06   4.53084358e-04   1.77704368e-03
    8.80488136e-04   9.73902285e-01   1.09606108e-03   2.06480865e-04
    5.60211716e-03   3.84984887e-03]
 [  1.96890411e-04   2.33997125e-02   6.75031781e-01   2.95917124e-01
    8.40962184e-06   8.63284862e-04   8.26569332e-04   1.00607204e-03
    2.68851663e-03   6.15404570e-05]
 [  1.62499869e-04   1.23125620e-01   1.31564215e-03   1.10450545e-02
    9.26031545e-02   2.61648418e-03   1.89360417e-03   2.84699295e-02
    3.29481289e-02   7.05819845e-01]
 [  4.92248859e-04   4.47956671e-04   7.99034140e-04   4.55473028e-02
    2.75320513e-03   1.10234497e-02   8.42460649e-05   9.22131360e-01
    3.45896673e-03   1.32622374e-02]
 [  1.18550406e-05   7.29489766e-05   4.57751006e-01   1.80512216e-04
    3.68652046e-02   1.39238848e-03   4.92687047e-01   1.00780965e-03
    9.63200256e-03   3.99129756e-04]
 [  1.40444638e-04   1.41576675e-04   1.03738427e-01   3.66009609e-03
    3.31316590e-01   1.12452339e-02   5.00100791e-01   2.52665160e-03
    4.15781997e-02   5.55206928e-03]
 [  2.33486950e-04   3.78753321e-04   9.42058687e-04   8.03446304e-03
    8.49006712e-01   1.21843861e-02   2.42264499e-03   1.06378039e-02
    3.36278602e-03   1.12796836e-01]
 [  6.77426287e-05   9.79627609e-01   2.13712640e-03   5.50663890e-03
    7.36079121e-04   5.10705577e-04   6.07895153e-03   1.39243039e-03
    3.52270273e-03   4.20229393e-04]
 [  4.99361704e-05   2.48722499e-05   3.13981436e-05   6.08322443e-05
    9.60403085e-01   1.91225309e-03   5.58989064e-04   2.02469924e-03
    1.94762996e-03   3.29861753e-02]
 [  1.02679208e-01   1.39192557e-02   2.78031975e-02   3.69541794e-02
    3.94468894e-03   6.63532913e-01   3.21911685e-02   6.26163266e-04
    1.17872372e-01   4.76924237e-04]
 [  9.14941192e-01   4.62208891e-06   1.07991777e-03   3.17190066e-02
    1.45070055e-06   2.51500383e-02   5.53727907e-04   1.26860410e-04
    2.59738620e-02   4.49455227e-04]
 [  9.61490095e-01   5.07501090e-06   3.59510328e-03   2.34306250e-02
    3.33713033e-05   5.17940754e-03   5.44800365e-04   1.11479289e-03
    1.41470053e-03   3.19205155e-03]
 [  4.73526525e-05   9.94440634e-04   9.47135326e-04   9.73539948e-01
    1.74751276e-05   2.98396638e-03   1.11025611e-05   1.60844997e-04
    2.12183539e-02   7.93000945e-05]
 [  1.00154970e-02   2.82848905e-05   1.67522667e-05   1.86809408e-03
    9.12625634e-04   8.01638421e-03   4.17181654e-05   9.44169581e-01
    3.44109582e-03   3.14900093e-02]
 [  3.48869190e-02   5.98083250e-03   1.22986827e-02   7.16128424e-02
    3.56907258e-04   1.14630066e-01   2.41590198e-04   2.56629623e-02
    7.17404306e-01   1.69248953e-02]
 [  2.30690669e-02   2.84045935e-01   1.83917023e-02   1.99566372e-02
    1.23344990e-03   1.25278980e-01   2.36388400e-01   6.21455023e-04
    2.89215326e-01   1.79910660e-03]
 [  2.13598576e-03   1.82492702e-04   6.31339790e-04   9.23880458e-01
    5.50740242e-06   6.81328699e-02   4.71703170e-05   2.85474089e-04
    4.37866990e-03   3.20090447e-04]
 [  1.24646880e-01   1.41989207e-04   1.79192994e-03   2.79429674e-01
    4.65320300e-05   3.35522592e-01   1.09194123e-04   3.83624341e-03
    2.43120551e-01   1.13543719e-02]
 [  4.15214151e-03   5.86215258e-02   2.60886224e-03   3.41676688e-03
    1.70189187e-01   1.03132017e-02   3.05687101e-03   2.29939688e-02
    1.56969160e-01   5.67678332e-01]
 [  2.99990143e-06   1.57069019e-06   2.80133213e-06   1.15992843e-04
    3.57083991e-07   1.95266239e-05   1.64278280e-09   9.99392867e-01
    7.95248434e-06   4.55968227e-04]
 [  2.10545841e-03   3.43091111e-03   1.12403708e-03   3.07514053e-02
    1.59770623e-03   3.34714279e-02   4.61301912e-04   1.63484275e-01
    3.84076983e-01   3.79496485e-01]
 [  3.37148383e-02   4.51609121e-05   4.17638896e-03   2.05520708e-02
    4.51066771e-05   5.34354374e-02   8.88414506e-05   8.72514129e-01
    1.05596362e-02   4.86853067e-03]
 [  4.17929259e-04   3.41899619e-02   6.53832161e-04   9.96354315e-03
    1.45029370e-02   4.98618698e-03   3.96533462e-04   1.36044100e-01
    1.75016075e-02   7.81343400e-01]
 [  9.35274875e-04   1.73233002e-01   6.57432750e-02   1.14114046e-01
    6.08944451e-04   4.62153181e-03   7.57530361e-05   5.19271493e-01
    8.36301595e-02   3.77664380e-02]
 [  6.78771315e-03   2.41599526e-04   1.62510946e-02   3.23066744e-03
    1.14894947e-02   2.77959332e-02   1.53273053e-03   1.08161010e-01
    3.20871696e-02   7.92422593e-01]
 [  9.92171288e-01   1.60781696e-07   1.93771994e-04   4.50316875e-04
    1.84579530e-05   5.32040745e-03   1.18555932e-03   4.25628496e-05
    4.25995997e-04   1.91535481e-04]
 [  9.96211767e-01   1.12984999e-09   4.33142151e-04   9.49015666e-04
    3.46963347e-08   2.33541592e-03   3.75703598e-06   6.11971409e-05
    4.53980965e-06   1.30240267e-06]
 [  1.55241542e-05   1.27559528e-04   9.80824769e-01   4.28631995e-03
    1.99644273e-06   1.53948771e-04   1.00116841e-02   8.35991741e-05
    4.49351547e-03   1.00358341e-06]
 [  2.68051459e-04   9.74691212e-01   2.12751538e-03   3.14950407e-03
    6.03237422e-04   2.29064981e-03   3.20957089e-03   3.15239350e-03
    7.41222408e-03   3.09557584e-03]
 [  4.09911536e-02   2.62912791e-02   4.09961492e-01   5.19106211e-03
    3.25895916e-03   2.92405225e-02   8.24058279e-02   7.30120926e-04
    3.97114456e-01   4.81505878e-03]
 [  2.93577759e-04   1.87912860e-06   1.64893805e-03   9.86923158e-01
    2.00296284e-07   8.55624303e-03   1.01720652e-05   3.32077889e-06
    2.55615124e-03   6.38291931e-06]
 [  4.75466077e-04   5.31852245e-02   1.47221694e-02   5.26702171e-03
    1.00415992e-02   3.86979827e-03   9.00978208e-01   1.69200735e-04
    9.18595027e-03   2.10546120e-03]
 [  2.04708049e-04   2.68632029e-05   1.94669890e-04   2.29703705e-03
    1.51472583e-01   1.86268799e-03   2.04591168e-04   1.40421558e-02
    2.13765143e-03   8.27557027e-01]
 [  8.87642091e-04   1.76442118e-04   1.82018772e-01   8.09976339e-01
    5.00695023e-07   3.37980338e-03   2.28685117e-03   4.48146529e-05
    1.22879015e-03   1.20590300e-07]
 [  8.73314202e-01   1.34843370e-09   7.90664868e-04   1.40000961e-03
    7.12298265e-09   1.23460613e-01   4.51442502e-05   1.47088474e-04
    8.27672251e-04   1.45991780e-05]]
INFO:tensorflow:probabilities = [[  7.90229315e-05   1.85518758e-03   3.82905151e-03   2.02105861e-04
    8.49553850e-03   5.70508745e-03   8.71586621e-01   5.16176078e-06
    1.07603796e-01   6.38387399e-04]
 [  2.67428375e-04   3.11074145e-02   3.65929957e-03   7.54298866e-02
    5.03243459e-03   1.27228582e-03   1.44940321e-04   2.38230094e-01
    2.23179683e-01   4.21676576e-01]
 [  1.64240701e-04   6.91425474e-03   3.58554721e-02   9.28888977e-01
    1.25734761e-04   1.29306745e-02   4.24510101e-03   5.32726664e-03
    2.81344727e-03   2.73482082e-03]
 [  2.01028422e-03   7.58557208e-03   2.61919573e-03   5.59236761e-03
    5.63558075e-04   1.67584345e-02   9.12485062e-04   3.91965127e-03
    9.32984889e-01   2.70536020e-02]
 [  5.14421799e-07   9.42675456e-07   1.57704653e-05   1.67889419e-04
    9.91624296e-01   2.98900472e-04   2.05151391e-05   3.25392291e-04
    4.79453389e-04   7.06616510e-03]
 [  5.61484412e-05   2.09805385e-05   2.09825375e-05   2.20605507e-05
    9.78387475e-01   9.50995716e-04   1.45718467e-03   9.28086636e-04
    9.00992774e-04   1.72550846e-02]
 [  2.38866734e-04   2.38528555e-05   2.71358567e-05   1.22566214e-02
    1.09920875e-04   1.13010348e-03   6.14149997e-07   9.65724885e-01
    5.33258310e-04   1.99548136e-02]
 [  2.50090068e-07   1.50234953e-07   9.54013828e-08   3.90480418e-05
    9.94023025e-01   7.86832607e-05   2.39804626e-06   2.88547162e-04
    6.38435886e-04   4.92932787e-03]
 [  1.28191605e-03   4.52931831e-03   1.86184552e-02   2.41877567e-02
    1.50440037e-02   6.26911744e-02   8.96080062e-02   4.55776462e-03
    7.74648607e-01   4.83295182e-03]
 [  2.03552536e-05   1.01338781e-03   9.39302087e-01   2.91634444e-02
    1.26188842e-03   8.76128761e-05   1.57366507e-02   1.50082997e-04
    1.32222949e-02   4.23653219e-05]
 [  5.71649056e-04   8.86619728e-06   1.24621292e-05   5.54043872e-05
    1.50983468e-01   1.10893231e-03   1.40689168e-04   1.87320169e-02
    5.12393366e-04   8.27874064e-01]
 [  1.91648547e-02   3.39827646e-04   8.39167088e-03   8.51894021e-02
    4.17736941e-04   2.99346074e-02   6.62293387e-05   5.01293428e-02
    7.96991289e-01   9.37508978e-03]
 [  1.07819238e-03   1.89926232e-05   2.27884320e-05   3.08010690e-02
    3.09963843e-06   9.21733618e-01   1.61977441e-05   4.27700579e-04
    4.57660295e-02   1.32438552e-04]
 [  4.99623362e-03   1.57657041e-06   5.24070347e-03   2.90787243e-03
    8.33614613e-04   2.00782146e-04   5.66938870e-05   1.38545051e-01
    4.61139251e-04   8.46756279e-01]
 [  4.86833742e-03   5.39119763e-04   6.39555752e-01   3.33267264e-02
    3.15468875e-04   2.20855288e-02   2.50576180e-03   2.50654340e-01
    4.38604876e-02   2.28852802e-03]
 [  1.85269542e-04   9.17515422e-07   7.44594718e-06   1.39865535e-03
    1.63223260e-04   4.75697499e-03   2.73516503e-06   9.61893976e-01
    5.71285083e-04   3.10195629e-02]
 [  1.13578129e-03   2.04727016e-07   1.46672333e-04   7.02455814e-04
    4.57532145e-02   1.84315862e-03   8.52070007e-05   2.31214672e-01
    9.03853495e-03   7.10080087e-01]
 [  1.04554223e-04   1.71976571e-05   1.86855323e-05   1.39837517e-04
    1.06951012e-03   7.90130929e-04   4.06166364e-05   9.87338901e-01
    2.96563725e-03   7.51485629e-03]
 [  9.75225521e-06   2.06455137e-04   9.91630018e-01   3.19632725e-03
    4.18978459e-07   2.12332634e-05   3.65771848e-05   4.81910283e-05
    4.84985765e-03   1.01095259e-06]
 [  5.02385665e-04   6.31793300e-05   1.75069133e-03   1.81768282e-05
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 [  9.76981479e-04   1.11193758e-05   8.95764515e-06   9.88651882e-05
    4.85348403e-02   7.36666494e-04   3.72901122e-05   3.16302702e-02
    1.00211671e-03   9.16962922e-01]]
INFO:tensorflow:global_step/sec: 160.894
INFO:tensorflow:loss = 0.350219, step = 4301
INFO:tensorflow:probabilities = [[  6.55067561e-05   5.54562234e-07   1.13473776e-04   4.06335952e-04
    8.96890819e-01   1.39004388e-03   8.93443474e-04   1.06695471e-02
    8.42490990e-04   8.87278318e-02]
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    1.94013317e-03   8.62024546e-01]
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    5.29755019e-02   8.21884453e-01]
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    3.35768680e-03   7.81336963e-01]
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    1.35436316e-03   2.37377928e-04]
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 [  4.81926196e-04   2.78781215e-03   1.10323951e-02   1.74944606e-02
    7.13340044e-01   8.67771264e-03   3.71289323e-03   1.60231572e-02
    1.03948154e-02   2.16054723e-01]
 [  9.09036316e-05   9.47260797e-01   6.47454103e-03   1.38349943e-02
    3.18155100e-04   2.32498813e-03   1.19001686e-03   3.14908987e-03
    2.34827325e-02   1.87396782e-03]
 [  9.94584024e-01   3.46803652e-08   2.75874813e-03   1.12855202e-03
    7.01198610e-09   1.38511579e-03   4.12280133e-06   8.58461572e-05
    4.20112847e-05   1.16329493e-05]
 [  3.15510365e-03   1.54878106e-02   5.67051070e-03   8.38111155e-03
    1.36610179e-03   1.39064128e-02   3.01894412e-04   8.59126985e-01
    1.30341854e-02   7.95699432e-02]
 [  5.24652423e-04   9.81482387e-01   3.03184264e-03   3.81026999e-03
    1.75826397e-04   4.10384790e-04   4.26013954e-03   3.74448660e-04
    5.18986536e-03   7.40169198e-04]
 [  1.73736233e-02   1.63729437e-05   2.59774039e-04   1.57789364e-01
    2.44153431e-03   7.09345579e-01   2.89698225e-03   2.06406112e-03
    8.56540650e-02   2.21587736e-02]
 [  9.37722981e-01   2.54525294e-05   1.46087455e-02   8.05332884e-03
    1.29169508e-04   6.91091316e-03   1.29015325e-02   9.82229481e-04
    1.58731733e-02   2.79227365e-03]
 [  4.75304155e-03   1.70571741e-03   1.38899051e-02   3.98044853e-04
    7.28258397e-03   2.49433494e-03   9.60688055e-01   2.49605917e-04
    7.10531650e-03   1.43332791e-03]
 [  9.11385927e-04   9.03100729e-01   5.60459122e-02   1.02403052e-02
    9.28280642e-04   1.46071718e-03   4.22329031e-04   1.45465252e-03
    2.45528128e-02   8.82928143e-04]
 [  2.54475214e-02   2.13037929e-04   1.25180092e-03   1.42813809e-02
    3.19199474e-03   1.56068832e-01   7.62538910e-01   1.17751115e-05
    3.48108374e-02   2.18388741e-03]
 [  3.00915237e-03   2.23457068e-02   6.19467208e-03   6.62413061e-01
    7.93034025e-03   9.83694941e-02   1.64640159e-03   1.56628452e-02
    9.67754200e-02   8.56528729e-02]
 [  2.01358867e-04   5.67183124e-05   1.65587553e-05   5.13768336e-03
    6.99421689e-02   2.61498569e-03   2.75195107e-05   1.87248662e-01
    1.78743759e-03   7.32966900e-01]
 [  1.53973163e-03   1.06905831e-03   4.12081275e-03   1.26471580e-03
    8.04193038e-03   5.71766123e-03   9.73844647e-01   6.76439231e-06
    3.54120205e-03   8.53535952e-04]
 [  6.97175488e-02   5.40848356e-03   7.08050787e-01   1.96116239e-01
    7.26341823e-05   3.88410175e-03   6.17226912e-03   2.31608353e-03
    8.06839857e-03   1.93414453e-04]
 [  4.12797963e-04   6.30474169e-05   1.46879442e-03   9.81536567e-01
    5.07829547e-08   7.53140869e-03   3.95384131e-06   1.57683343e-03
    7.32437428e-03   8.22824368e-05]
 [  1.75075827e-03   8.61968815e-01   1.49311367e-02   3.21245901e-02
    1.38222910e-02   6.32498180e-03   2.57169851e-03   1.85680464e-02
    3.55563238e-02   1.23813264e-02]
 [  3.81526974e-04   3.33095413e-05   9.48085546e-01   1.17485980e-02
    7.07468949e-04   3.76080076e-04   9.03520093e-04   1.57755479e-04
    3.40090096e-02   3.59706325e-03]
 [  1.26238381e-02   7.41310835e-01   3.94472741e-02   3.79161015e-02
    1.17028048e-02   1.27091017e-02   2.02396847e-02   3.07821166e-02
    6.51126578e-02   2.81556323e-02]
 [  1.63267960e-03   5.30054735e-04   7.08505686e-05   1.00464968e-03
    6.71548724e-01   5.81657961e-02   5.23184706e-03   5.46741821e-02
    4.69203666e-02   1.60220906e-01]
 [  1.50767546e-02   2.95458939e-02   5.28369658e-03   3.55172716e-02
    2.77086790e-03   8.84928286e-01   5.52347209e-03   7.65842246e-03
    8.86366703e-03   4.83174669e-03]
 [  5.17923734e-04   1.64601151e-02   4.48912242e-03   2.19311682e-03
    4.99797732e-01   2.98517272e-02   1.34383794e-02   7.99585506e-03
    3.64671499e-01   6.05845973e-02]
 [  5.91444084e-04   6.23249980e-06   1.78396731e-05   2.22160539e-04
    3.61850066e-03   2.03692805e-04   4.75702564e-06   3.85482870e-02
    1.50057301e-03   9.55286562e-01]
 [  2.98321005e-02   8.41268862e-04   8.13830137e-01   6.38627708e-02
    1.10447058e-03   1.71401212e-03   5.85239939e-03   1.80363853e-03
    6.82466552e-02   1.29125221e-02]]
INFO:tensorflow:probabilities = [[  1.79011658e-05   6.31334260e-04   2.19470402e-03   3.02429962e-05
    2.88835797e-03   4.75852212e-05   9.93261516e-01   9.71501436e-07
    7.38975476e-04   1.88432896e-04]
 [  1.22276615e-04   3.01176169e-05   9.14660931e-01   8.31281915e-02
    2.91806409e-05   3.14046083e-05   6.52381044e-04   4.49779836e-05
    1.25650188e-03   4.38297720e-05]
 [  7.44730758e-04   3.45907145e-04   1.28339801e-03   8.20114184e-03
    8.54081940e-04   8.34561698e-03   4.64570257e-05   3.24622132e-02
    7.02332318e-01   2.45384097e-01]
 [  5.45683179e-05   9.90617335e-01   6.10303017e-04   2.58294004e-03
    8.58308194e-05   2.70820048e-04   1.33352849e-04   2.75686011e-03
    1.30244740e-03   1.58567168e-03]
 [  9.42431041e-04   1.09312808e-04   1.54716913e-02   1.69045612e-04
    4.03157156e-03   1.71722437e-03   9.76787388e-01   1.33583771e-05
    3.03208857e-04   4.54737630e-04]
 [  5.02845040e-03   2.42282094e-05   1.05498242e-03   3.64573628e-01
    3.17661819e-04   5.52273076e-03   6.60601063e-06   6.20049075e-04
    6.17288768e-01   5.56294108e-03]
 [  1.47837838e-02   9.03058171e-05   3.12090181e-02   9.52531517e-01
    1.94148743e-06   1.03495549e-03   8.68928109e-05   4.46330487e-05
    1.92929845e-04   2.40837890e-05]
 [  1.98915275e-03   1.16843740e-02   8.45051371e-04   5.40674059e-03
    1.02090068e-01   1.12342183e-02   5.18301409e-03   1.85308103e-02
    2.58348957e-02   8.17201674e-01]
 [  9.27895744e-05   9.80207622e-01   1.38995016e-03   7.35459989e-03
    2.40032590e-04   8.63403198e-04   4.11543180e-04   1.97923253e-03
    6.79586316e-03   6.65004482e-04]
 [  9.25470591e-01   1.62813067e-05   7.55164772e-04   1.55092496e-03
    9.45382635e-04   2.61543859e-02   4.07646336e-02   1.45022199e-03
    1.79449318e-03   1.09781034e-03]
 [  1.24393718e-03   4.91744431e-05   8.40218484e-01   1.55672446e-01
    1.13538088e-04   1.48986175e-04   9.71360016e-04   8.62638481e-05
    1.40699034e-03   8.88046852e-05]
 [  8.61854525e-04   5.43708893e-06   1.94598478e-03   9.34165320e-04
    1.47000253e-01   1.03850139e-03   4.45623213e-04   8.45320523e-03
    5.77424944e-04   8.38737488e-01]
 [  4.02878271e-04   4.97873843e-05   1.55872166e-01   2.41375938e-02
    2.35802281e-06   5.42036316e-04   3.84382365e-05   7.86263764e-01
    3.22528407e-02   4.38113755e-04]
 [  3.33498349e-08   1.11767257e-07   1.07188988e-03   2.07153425e-06
    3.65173095e-04   2.00211634e-05   9.98475492e-01   5.10695699e-08
    6.50396105e-05   2.63301985e-07]
 [  5.25463256e-04   6.78045326e-04   9.67046499e-01   2.92927157e-02
    6.06646552e-07   4.15441391e-05   1.00341090e-03   7.10177437e-06
    1.39987876e-03   4.74060653e-06]
 [  1.02869119e-03   1.30054497e-04   1.60118446e-01   1.62825221e-04
    3.05156440e-01   3.49620590e-03   5.12629986e-01   3.19089368e-03
    9.91368946e-03   4.17273305e-03]
 [  7.91651910e-05   1.39024260e-03   3.75049561e-02   1.30417133e-02
    7.78164268e-02   5.08290855e-03   3.42416903e-03   1.18551077e-03
    1.70323830e-02   8.43442440e-01]
 [  3.36271944e-03   9.74026116e-05   1.56082082e-04   5.39096773e-01
    4.17472108e-07   4.28383172e-01   1.84074488e-05   1.62202716e-02
    1.24580171e-02   2.06882469e-04]
 [  2.52762157e-03   2.58507339e-06   8.94008190e-05   9.50907588e-01
    2.55939824e-07   4.47181500e-02   8.35160608e-06   1.33153936e-03
    3.55163182e-04   5.94563498e-05]
 [  6.96576026e-04   1.33059598e-06   2.42219721e-05   5.13760097e-05
    8.77748789e-06   9.98293221e-01   3.30188486e-05   1.37342095e-05
    8.40650289e-04   3.72908617e-05]
 [  9.90012288e-01   2.03569357e-08   7.67975598e-06   6.29937043e-03
    1.84420319e-08   2.05376558e-03   6.45076284e-07   1.05408800e-03
    2.15304724e-04   3.56921926e-04]
 [  1.31193895e-06   8.02953291e-05   9.98959184e-01   1.71153020e-04
    5.44704635e-05   1.47900789e-06   7.12158857e-04   2.09966672e-07
    1.91808704e-05   7.42111297e-07]
 [  1.10590863e-05   1.76091373e-06   6.21727258e-06   1.28563915e-04
    3.43102624e-06   1.22711926e-05   2.61151651e-08   9.99165893e-01
    4.76447785e-05   6.23152882e-04]
 [  3.88221224e-07   1.45224234e-07   9.74810845e-08   2.94507790e-05
    1.67719963e-06   2.64231094e-05   6.78665923e-09   9.97185528e-01
    2.01578878e-05   2.73594214e-03]
 [  9.93443727e-01   1.33361535e-08   7.87243480e-04   1.91623967e-05
    4.88141382e-07   5.47739270e-04   3.99829913e-03   1.37080760e-05
    1.16816221e-03   2.14398588e-05]
 [  1.35705003e-03   7.52726644e-02   1.20153534e-03   1.31501062e-02
    5.46544254e-01   1.58072952e-02   1.21748075e-02   2.90177725e-02
    1.36493938e-02   2.91825205e-01]
 [  6.67804956e-01   9.68070890e-05   3.95739218e-03   7.51852524e-03
    2.93700062e-02   2.36580908e-01   3.86886187e-02   6.78833853e-03
    4.80621960e-03   4.38820058e-03]
 [  2.16369820e-03   1.83665776e-04   8.86607945e-01   1.04686305e-01
    5.77222818e-05   7.66905941e-05   1.57804089e-03   1.75167236e-03
    2.73044314e-03   1.63816585e-04]
 [  6.37080884e-05   6.39926948e-05   2.06389973e-06   1.79488896e-04
    3.65368836e-02   1.72652863e-03   1.56683764e-05   2.59938985e-02
    2.08910112e-03   9.33328688e-01]
 [  2.52170372e-04   1.50885489e-05   2.06943718e-03   5.74744493e-02
    1.44032732e-04   9.26683843e-01   1.00071495e-03   9.84074723e-06
    1.22841662e-02   6.62335369e-05]
 [  3.67724060e-05   1.12609225e-04   3.16949918e-05   3.90336427e-05
    8.70742083e-01   1.15801187e-04   6.50464557e-04   1.37958291e-03
    5.59580885e-03   1.21296138e-01]
 [  3.16294027e-04   3.94381292e-04   4.75860492e-04   3.81439030e-02
    7.32238650e-01   4.46446911e-02   1.45642401e-03   7.96411186e-03
    8.04839749e-03   1.66317210e-01]
 [  2.26072050e-04   5.04305295e-04   8.77474427e-01   2.89170654e-03
    3.28268856e-03   2.27376935e-04   6.23350637e-03   8.90454873e-02
    2.36243033e-03   1.77519657e-02]
 [  3.65450687e-05   5.30687335e-04   1.06216711e-03   9.95306075e-01
    7.37011260e-06   5.35496452e-04   5.40404581e-05   1.51982706e-04
    2.17548502e-03   1.40242482e-04]
 [  9.99971986e-01   6.64542596e-12   5.23033805e-07   1.64028586e-06
    8.48536741e-10   1.83607062e-05   3.88528451e-06   4.65280664e-07
    1.40317866e-07   2.97508996e-06]
 [  8.10316924e-05   2.11709084e-06   9.98352766e-01   7.23505043e-04
    1.37925994e-07   7.88461784e-06   1.24152357e-04   7.63353057e-07
    7.07631232e-04   9.72927978e-08]
 [  4.30454500e-02   1.61302206e-03   6.83143497e-01   2.33006477e-02
    1.82879046e-01   9.49233864e-03   4.25290465e-02   9.74868599e-04
    9.82418656e-03   3.19806160e-03]
 [  7.20224751e-04   8.18685076e-05   1.36184390e-05   1.93243948e-04
    8.68843415e-07   9.96641517e-01   4.97406436e-05   1.55174473e-06
    2.28991755e-03   7.31358750e-06]
 [  2.69421237e-03   8.42272758e-01   1.49509134e-02   1.78197864e-02
    8.18893593e-03   1.74568072e-02   2.36686636e-02   1.67711452e-02
    4.09617126e-02   1.52150439e-02]
 [  4.74246824e-03   3.08406749e-03   3.08331251e-02   1.13773113e-03
    1.97199285e-01   3.23603861e-03   9.81113613e-02   4.32014465e-03
    9.53870639e-02   5.61948657e-01]
 [  2.71781726e-04   3.22421620e-05   1.12974178e-02   5.14440217e-05
    8.10309686e-03   5.62550616e-04   9.71387386e-01   1.80554835e-05
    2.21903343e-03   6.05696207e-03]
 [  7.13518402e-03   3.45776243e-05   5.56696497e-04   1.13469025e-03
    2.18759418e-01   2.46024434e-03   4.87330050e-04   1.84354745e-02
    5.49231982e-03   7.45504081e-01]
 [  1.99199747e-03   2.91711260e-02   2.38249614e-03   7.44999212e-04
    1.53820598e-02   4.17241044e-02   8.87710929e-01   5.31609257e-05
    1.80452801e-02   2.79380172e-03]
 [  6.76642463e-04   1.41185548e-04   1.20323362e-04   2.87247123e-03
    2.91845470e-04   9.73420203e-01   3.78887728e-03   1.38576879e-05
    1.81520190e-02   5.22638438e-04]
 [  1.23107433e-03   1.45969552e-03   4.16220137e-04   8.15800484e-03
    5.40679786e-03   2.07679928e-03   1.25293023e-04   4.85536158e-01
    4.73363735e-02   4.48253602e-01]
 [  2.95585614e-05   2.41182093e-02   9.57755983e-01   2.75898143e-03
    1.59165829e-05   8.18381159e-05   1.26117608e-02   2.71756217e-05
    2.59859464e-03   2.07076982e-06]
 [  9.75396872e-01   8.11418988e-10   5.72842373e-06   1.20224095e-05
    3.83500876e-09   2.45519150e-02   4.18200852e-06   1.11209793e-05
    1.78126757e-05   4.87072441e-07]
 [  2.37070606e-04   1.29992329e-03   9.17856465e-04   5.25822677e-03
    8.23082883e-05   9.26263817e-03   1.41235942e-04   2.25691372e-04
    9.81791615e-01   7.83460739e-04]
 [  5.35819717e-02   1.98636833e-03   1.51363364e-03   2.02288944e-03
    1.11708105e-01   6.59281075e-01   1.80678926e-02   7.46508837e-02
    6.46564215e-02   1.25307655e-02]
 [  1.16458039e-04   9.84610081e-01   1.34346646e-03   2.58816150e-03
    6.59832789e-04   5.55799052e-04   1.02794787e-03   1.73746923e-03
    6.60651503e-03   7.54201668e-04]
 [  8.85823392e-05   2.23399111e-04   1.03865408e-04   1.84186350e-03
    2.31926471e-01   5.57489367e-03   1.63061850e-04   4.05959040e-03
    1.04975536e-01   6.51042759e-01]
 [  9.20826336e-04   5.71008073e-04   1.13944439e-02   3.64912264e-02
    5.10243353e-06   2.34004250e-03   1.54679594e-06   9.34738338e-01
    5.56672458e-03   7.97081273e-03]
 [  2.01369752e-03   7.64656079e-07   2.83268746e-04   7.33269728e-04
    3.44635150e-03   7.85345256e-01   3.34854424e-03   1.40197852e-04
    2.00868130e-01   3.82054900e-03]
 [  1.72335756e-04   2.53541686e-04   8.01733040e-05   6.19557570e-04
    3.18797320e-05   3.92199989e-04   1.83261398e-06   9.47287917e-01
    4.52599837e-04   5.07079288e-02]
 [  1.74936606e-04   4.46919876e-06   1.35788378e-05   1.05280606e-06
    9.66280639e-01   7.68090645e-03   5.83089469e-03   3.39671562e-04
    1.91241468e-03   1.77613441e-02]
 [  5.73201833e-05   4.26266752e-06   1.55241673e-06   3.82750237e-04
    6.06201869e-03   2.80688331e-03   7.10333779e-06   1.73659116e-01
    9.81560629e-03   8.07203412e-01]
 [  3.37289122e-04   1.39364635e-03   6.26135676e-04   3.95550532e-03
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    6.66369963e-03   7.88034052e-02]
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    1.38514279e-03   1.63098541e-03   1.65346405e-03   6.89750025e-03
    1.73967127e-02   2.69227615e-03]
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    1.96149317e-03   3.89468037e-02]
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    5.38325112e-05   4.54960718e-06   5.20781497e-04   2.89258492e-06
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    1.16776656e-02   9.11604322e-04]
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    3.75885330e-03   7.88890989e-04]
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    9.39205565e-05   6.37195946e-04   1.07957194e-05   9.34741437e-01
    1.15556922e-03   5.53699769e-02]
 [  2.29618949e-04   5.46731417e-06   2.25087642e-05   1.12458365e-03
    1.94878280e-02   2.68838106e-04   6.82134760e-06   2.28316896e-02
    1.07039569e-03   9.54952240e-01]
 [  4.41295182e-04   9.58493352e-01   4.17998992e-03   1.15369968e-02
    3.28195188e-03   2.61514587e-03   2.61614239e-03   5.12609212e-03
    7.83933513e-03   3.86985531e-03]
 [  9.99959826e-01   1.88924449e-11   6.77584808e-07   5.35008894e-06
    9.69916092e-11   3.21669759e-05   2.98223597e-07   1.58017919e-08
    1.56364138e-06   1.12284244e-08]
 [  2.07441466e-04   1.50563952e-04   6.76639029e-05   9.75625240e-04
    5.69774886e-04   1.35491870e-03   4.80747576e-06   9.48228657e-01
    5.42040588e-03   4.30201627e-02]
 [  5.12790354e-03   4.83001739e-01   2.74853827e-03   1.05418108e-01
    7.31770834e-03   4.89978641e-02   1.82077324e-03   4.90173660e-02
    1.79924130e-01   1.16625845e-01]
 [  9.99100566e-01   2.25500660e-11   1.96091030e-04   1.79788515e-06
    3.55535407e-10   6.87368796e-04   1.22005649e-05   1.88607387e-07
    1.72638931e-06   2.18509612e-07]
 [  3.16727994e-04   1.10696163e-03   6.47748401e-03   9.77369249e-01
    6.84649713e-05   1.06649846e-02   1.78072276e-03   6.60496589e-05
    2.07840046e-03   7.07054787e-05]
 [  1.21896242e-04   9.51695859e-01   1.02757718e-02   2.28568260e-02
    2.18007423e-04   6.50384871e-04   1.13081027e-04   6.33224333e-03
    6.09386805e-03   1.64187013e-03]
 [  4.35452064e-04   2.58841406e-04   2.99391011e-03   3.55946453e-04
    9.82232392e-03   1.17336214e-03   9.81680393e-01   8.70595177e-05
    1.67669158e-03   1.51595613e-03]]
INFO:tensorflow:global_step/sec: 161.096
INFO:tensorflow:loss = 0.422399, step = 4401
INFO:tensorflow:probabilities = [[  4.59674891e-04   9.72498655e-01   3.09632160e-03   1.30827306e-03
    9.80761368e-04   5.03931253e-04   1.28052337e-03   4.36168583e-03
    1.41107319e-02   1.39940856e-03]
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    2.92824552e-04   2.06379816e-02]
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    2.91604009e-02   2.01053033e-03]
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    2.66838446e-02   8.67310632e-03]
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    2.46127043e-02   9.66265425e-02]
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    1.48298237e-02   1.43960282e-01]
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    8.50045383e-02   1.04002759e-03]
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    1.92327891e-02   4.32032406e-01]
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 [  6.97195083e-02   1.58097042e-04   1.64049771e-02   1.05057508e-01
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 [  1.61729331e-04   3.47869063e-05   2.71620636e-04   4.66742320e-03
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    1.21993702e-02   8.33131671e-01]
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    2.21876614e-03   2.62843860e-05]
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    1.75113161e-03   1.38872014e-02   1.09898462e-03   2.99954112e-03
    2.61779241e-02   3.47839040e-03]
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    8.35243285e-01   2.47414195e-04]
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    1.14251934e-02   8.90949845e-01]
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    1.44137332e-04   1.06296531e-04]
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    5.14063418e-01   3.60592827e-03   2.16154367e-01   3.06001562e-03
    1.14245139e-01   1.08764149e-01]
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    3.68984001e-05   9.79313518e-06]
 [  4.39740950e-03   2.30297483e-05   2.19866270e-04   2.76297051e-03
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    3.58627760e-03   8.39248002e-01]
 [  3.25824996e-03   9.42996528e-04   8.90254087e-05   8.36896803e-03
    2.58936430e-03   1.86483428e-01   3.75475676e-04   4.85772304e-02
    5.54520130e-01   1.94795117e-01]
 [  9.92343668e-03   3.10237374e-04   2.90277821e-04   7.23300502e-03
    3.08197178e-02   7.96963036e-01   1.10018742e-03   6.10735733e-03
    8.32671598e-02   6.39856458e-02]
 [  7.84110671e-05   5.88870753e-05   1.58241767e-06   1.03394392e-04
    1.66994669e-02   1.02239475e-03   8.21315098e-06   9.18280303e-01
    1.38987158e-03   6.23574257e-02]
 [  8.33788454e-06   1.32295303e-04   9.98024344e-01   3.83542530e-04
    3.27426678e-05   1.29334694e-05   1.00815867e-03   8.83880421e-06
    3.87817243e-04   9.49194941e-07]
 [  1.93893749e-04   9.18544538e-04   3.80666752e-04   4.49955929e-03
    3.10967360e-02   1.11626578e-03   1.69011852e-04   9.58033279e-02
    4.55988524e-03   8.61262083e-01]
 [  5.03221806e-03   4.73895816e-05   1.50065272e-04   2.54486930e-02
    8.55671024e-05   9.59844708e-01   8.30593854e-05   1.46676216e-03
    5.47862193e-03   2.36282032e-03]
 [  7.50380685e-04   1.00102477e-01   3.87026072e-02   3.57972622e-01
    2.12087808e-03   7.31839286e-03   2.32853024e-04   2.01885939e-01
    1.11264363e-01   1.79649457e-01]
 [  8.35865829e-03   1.01311365e-03   6.08644960e-03   1.75100693e-03
    7.82992542e-02   4.84495610e-02   2.77256947e-02   1.08105093e-02
    7.58439541e-01   5.90662844e-02]
 [  5.53726219e-04   8.96969438e-01   1.32153938e-02   3.00739352e-02
    2.12822878e-03   5.25967637e-03   3.67325754e-03   2.11597458e-02
    1.73472855e-02   9.61923692e-03]
 [  9.48596239e-01   4.89926322e-08   1.75154964e-05   1.96941243e-03
    8.00187507e-08   4.92864251e-02   4.63711876e-06   4.53035427e-05
    4.93441512e-05   3.10010873e-05]
 [  1.29181090e-05   3.50140681e-07   4.63137837e-07   3.03210720e-04
    5.68424985e-05   7.04263628e-04   1.26804323e-07   9.77107346e-01
    5.18305402e-04   2.12962199e-02]
 [  1.24886967e-02   2.44469091e-04   1.21079572e-03   7.65677216e-03
    1.65820493e-05   4.73418226e-03   2.48264958e-04   1.22782914e-02
    9.55638170e-01   5.48380753e-03]
 [  7.76402885e-05   1.18021553e-05   1.47467176e-03   4.83146682e-03
    2.32981108e-02   2.80347711e-04   2.89439631e-05   4.68096107e-01
    1.42845383e-03   5.00472367e-01]
 [  1.33620037e-04   1.01357512e-03   3.62615159e-04   4.79723240e-05
    9.82198775e-01   8.16584472e-03   3.94684682e-03   2.70365854e-04
    1.23547111e-03   2.62487028e-03]
 [  1.88299060e-01   1.54394911e-05   3.07179503e-02   2.90388125e-04
    2.56057270e-03   6.88189641e-03   7.64882326e-01   5.69180847e-05
    1.62095146e-03   4.67460137e-03]
 [  2.00854538e-05   1.72440900e-06   5.63261390e-04   1.06004027e-05
    4.34122077e-04   7.29029034e-06   9.98296201e-01   7.82180564e-07
    6.19514496e-04   4.62702883e-05]
 [  1.20521209e-03   6.31135044e-05   1.07366801e-03   2.66898447e-03
    1.18870830e-05   8.88049781e-01   1.23957610e-02   2.71242425e-06
    9.45157185e-02   1.30806948e-05]
 [  3.16286064e-03   3.84267005e-05   3.26151820e-03   5.07533958e-04
    1.15968741e-01   1.30073552e-03   2.67165862e-02   8.34916439e-03
    5.02103083e-02   7.90484130e-01]
 [  3.25568300e-03   7.47123995e-05   1.25498418e-03   6.32740883e-03
    6.55658296e-05   5.62637001e-02   6.56697966e-06   1.37272859e-02
    9.15625155e-01   3.39892600e-03]
 [  1.88661553e-03   1.66488462e-03   1.20717417e-02   5.10256446e-04
    1.48346620e-02   1.23042846e-02   9.41845298e-01   8.89083603e-05
    1.13641862e-02   3.42916790e-03]
 [  9.29315283e-04   9.07525063e-01   1.10560227e-02   5.80720417e-03
    8.79669213e-04   2.68456852e-03   2.99234875e-03   5.77687612e-03
    5.61790243e-02   6.16993057e-03]
 [  9.76817191e-01   8.44057183e-07   4.27852647e-05   1.27419911e-03
    2.76940646e-05   1.96968801e-02   3.45203298e-04   6.39630947e-04
    1.94568434e-04   9.61062848e-04]
 [  1.12198155e-04   9.76757074e-05   2.06305249e-05   4.48034640e-04
    5.40773608e-02   2.83096405e-03   3.48084468e-05   1.18379043e-02
    2.60705641e-03   9.27933395e-01]
 [  2.28432938e-03   5.70584998e-05   2.52335100e-04   3.12447344e-04
    5.52472830e-01   2.86375821e-01   1.47845540e-02   4.83670225e-03
    1.44744832e-02   1.24149382e-01]
 [  1.19678001e-03   5.97574508e-05   2.05487871e-04   4.07093408e-04
    7.24514127e-01   1.81433314e-03   6.90631336e-04   1.28492177e-01
    1.69865496e-03   1.40921026e-01]
 [  7.39394396e-04   3.12507719e-01   1.12396730e-02   5.87706901e-02
    2.74262886e-04   3.88340116e-03   2.24580028e-04   5.52921772e-01
    2.59674191e-02   3.34710740e-02]
 [  9.91126001e-01   6.93633373e-10   2.01498697e-05   8.47239280e-05
    2.28001404e-08   8.62465240e-03   3.39986900e-06   1.44291389e-05
    9.36986762e-05   3.28361093e-05]
 [  6.73833815e-03   2.10974691e-03   3.83958849e-03   4.18556947e-03
    3.29590850e-02   5.61657455e-03   3.79119359e-04   3.70265365e-01
    5.64790107e-02   5.17427623e-01]
 [  1.93806857e-01   1.20907193e-02   1.15782447e-01   3.37670296e-01
    4.65091644e-03   7.32007027e-02   1.64284818e-02   1.04597390e-01
    3.17606814e-02   1.10011555e-01]
 [  4.63052187e-04   4.10460814e-07   2.81486155e-05   3.22163641e-03
    3.96035688e-07   9.94556665e-01   1.96109545e-06   4.03741651e-05
    1.51994114e-03   1.67283724e-04]
 [  9.65643287e-01   2.29280843e-08   1.81284617e-03   1.06819491e-04
    3.74143474e-06   2.98869703e-02   2.51849275e-03   1.57809200e-06
    2.47140633e-05   1.51105951e-06]
 [  6.68427092e-04   1.29750733e-05   3.27142440e-02   1.93652685e-03
    8.49444389e-01   8.71120545e-04   1.11124702e-02   1.19270757e-03
    1.36258372e-03   1.00684568e-01]
 [  1.20181695e-03   1.50352582e-06   7.78060232e-04   6.54578865e-01
    3.56266595e-04   2.50659487e-03   1.25420138e-05   3.56449280e-03
    2.41148189e-01   9.58516151e-02]
 [  6.42666779e-03   1.29079306e-02   2.49546077e-02   2.90188938e-01
    1.37381861e-02   1.75704490e-02   1.83592050e-03   7.63271898e-02
    3.87672275e-01   1.68377742e-01]
 [  1.15475692e-01   8.18424625e-04   3.51889106e-03   3.07618286e-02
    2.53675699e-01   1.17790788e-01   4.52249274e-02   3.10558826e-01
    1.17286881e-02   1.10446252e-01]
 [  1.08783349e-01   2.75082348e-05   7.38070346e-03   3.54354340e-03
    1.24909088e-03   6.86425388e-01   1.89226657e-01   3.85250081e-04
    2.48949858e-03   4.89043479e-04]
 [  1.10117681e-01   3.14207614e-06   1.80594472e-03   3.68304700e-02
    1.18195789e-03   7.44158864e-01   8.19600711e-04   6.81279576e-04
    9.50758308e-02   9.32529662e-03]
 [  9.69737535e-04   4.44280995e-05   9.66421366e-01   1.29799685e-03
    4.57137852e-04   6.83152393e-05   2.82536857e-02   1.71783620e-06
    2.47180718e-03   1.37850020e-05]
 [  1.51612636e-04   7.33216584e-05   3.17206461e-04   9.95369375e-01
    9.42627651e-07   3.48735694e-03   2.89945751e-06   1.14192262e-04
    4.56820446e-04   2.63305010e-05]
 [  3.79122707e-06   1.09204848e-04   4.13475427e-05   1.28302611e-02
    8.40927780e-01   6.45176787e-03   2.04166208e-05   1.00601632e-02
    1.98544227e-02   1.09700881e-01]
 [  9.51657887e-04   1.80234127e-02   1.30967602e-01   4.64709818e-01
    1.82585716e-02   5.23876064e-02   2.75161071e-03   3.79476584e-02
    2.56392360e-01   1.76097415e-02]
 [  5.22964401e-05   9.90140498e-01   1.60213711e-03   2.89337547e-03
    1.03806109e-04   6.13422308e-04   5.14078769e-04   1.53765338e-03
    1.69494702e-03   8.47844931e-04]
 [  6.58390578e-03   2.64480978e-01   2.95130700e-01   1.54894337e-01
    9.69836563e-02   2.42694952e-02   2.00117268e-02   4.39549461e-02
    8.39032680e-02   9.78693366e-03]
 [  2.21192004e-05   7.32541434e-04   4.60178824e-04   9.75086331e-01
    1.72051077e-05   7.29079731e-03   3.42999624e-06   1.44139733e-04
    1.59897748e-02   2.53481237e-04]
 [  9.77147400e-01   3.55197471e-06   1.72420419e-04   5.55751193e-03
    2.93007474e-07   1.64513420e-02   3.01213277e-05   1.53598041e-04
    4.20140394e-04   6.35835167e-05]
 [  7.66525591e-06   2.33610735e-05   3.18314869e-06   3.26116096e-05
    8.31761718e-05   9.87898820e-05   3.95471638e-08   9.89031136e-01
    8.02601717e-05   1.06398510e-02]
 [  8.95105404e-06   2.60043362e-05   2.45673914e-06   6.42172410e-04
    1.23372562e-02   2.47236937e-02   1.95770190e-05   5.83876343e-03
    3.03626377e-02   9.26038504e-01]
 [  5.41613961e-04   6.80393860e-05   1.60621293e-02   9.41809833e-01
    7.73916599e-06   4.83341934e-03   4.32430010e-04   2.67669209e-04
    3.59635055e-02   1.35522787e-05]
 [  2.62504091e-05   8.90118241e-01   4.97155264e-03   9.46396496e-03
    3.03812878e-04   6.61902712e-04   6.86633866e-04   1.42217486e-03
    9.21005085e-02   2.44866882e-04]
 [  1.95384782e-04   9.27989662e-01   4.47414676e-03   1.58690512e-02
    4.07790067e-04   4.64161253e-03   1.17962458e-03   3.04952990e-02
    1.29664838e-02   1.78107049e-03]
 [  9.29019570e-01   3.67957091e-06   2.60430446e-04   2.55646408e-02
    1.46132616e-05   3.69174741e-02   1.11871705e-04   7.31907412e-03
    3.98050266e-04   3.90575471e-04]
 [  7.11024331e-05   2.22021737e-03   7.01014651e-04   3.17114219e-02
    6.41617298e-05   1.37368229e-03   4.39183123e-06   9.55331802e-01
    1.97501783e-03   6.54721260e-03]
 [  9.82951024e-04   7.36871269e-04   1.05529524e-01   3.63653414e-02
    3.49788010e-01   2.63247844e-02   7.37199979e-03   2.75532063e-02
    3.51998240e-01   9.33490992e-02]
 [  2.02342384e-02   4.19106713e-04   5.11430735e-05   7.35542912e-04
    3.22292413e-04   9.08464909e-01   1.13360533e-04   2.09234022e-02
    3.76600362e-02   1.10758618e-02]
 [  9.97892916e-01   1.48790535e-08   7.87978061e-05   4.08952474e-04
    1.59011549e-07   8.91903357e-04   3.54209224e-05   3.74761934e-04
    2.24180127e-04   9.28716618e-05]
 [  1.22370170e-02   1.02926701e-01   6.31524205e-01   5.14656603e-02
    4.05008264e-04   7.05708712e-02   2.23823767e-02   2.67685130e-02
    6.84561133e-02   1.32635664e-02]
 [  2.12627900e-04   3.70440284e-05   1.27918160e-04   4.67965408e-04
    5.42014204e-05   4.79094218e-04   6.41112638e-06   9.86300826e-01
    1.58433686e-04   1.21555524e-02]
 [  2.27910755e-06   1.65945203e-05   3.04778572e-04   3.74082583e-06
    9.26753331e-04   8.91187083e-05   9.98599350e-01   6.90108521e-08
    5.25965916e-05   4.69537281e-06]
 [  1.60536962e-04   9.82805789e-01   7.18547916e-03   2.02465476e-03
    4.15320072e-04   1.26006233e-03   1.65518548e-03   5.09364530e-04
    3.71332769e-03   2.70183809e-04]
 [  1.20020713e-05   2.11481680e-03   9.87524986e-01   6.91564707e-03
    2.45732690e-06   2.43240811e-05   9.55369105e-05   5.29569616e-06
    3.30292387e-03   1.82517613e-06]
 [  4.05946157e-05   1.06038817e-04   8.44421593e-05   1.22158171e-03
    6.42052328e-05   1.65769889e-04   2.33809351e-06   9.80516493e-01
    1.21386838e-03   1.65847167e-02]
 [  8.33419058e-03   7.27527857e-01   1.88788660e-02   3.72562967e-02
    1.41744467e-03   7.32309669e-02   1.01647377e-01   7.34992442e-04
    2.96794735e-02   1.29243941e-03]
 [  4.17839549e-03   2.51994989e-05   9.89158228e-02   1.13907875e-03
    1.29644421e-03   3.98032973e-03   8.45915377e-01   3.20773252e-05
    4.40501682e-02   4.67073463e-04]
 [  3.75625459e-05   6.93555762e-07   2.53949023e-04   1.62604952e-03
    1.41226144e-06   7.66137382e-04   3.95455972e-05   4.53274006e-05
    9.97173071e-01   5.62461573e-05]
 [  1.15841081e-04   1.43066818e-05   2.01178118e-04   1.37616205e-03
    8.49650502e-01   7.23380828e-03   1.72041327e-04   6.14002980e-02
    6.00148365e-03   7.38343447e-02]]
INFO:tensorflow:probabilities = [[  9.65111256e-01   3.89719276e-07   4.25142061e-04   3.08347750e-03
    7.59259109e-08   3.02464385e-02   3.27821681e-06   8.22535949e-04
    2.83959671e-04   2.35799871e-05]
 [  9.97621119e-01   2.34529929e-09   1.91742620e-05   9.88740430e-05
    2.00894323e-09   1.76540448e-03   7.07438375e-08   4.50261869e-04
    3.83006227e-05   6.77988282e-06]
 [  6.88440213e-03   2.55920598e-03   1.94310257e-03   3.26394173e-03
    2.04221815e-01   1.10156111e-01   3.25958915e-02   1.48157686e-01
    3.78021717e-01   1.12196095e-01]
 [  3.30039077e-02   3.49876285e-02   1.69244723e-03   2.11362001e-02
    6.20818231e-03   7.51762748e-01   1.41949637e-03   1.84817668e-02
    7.68459365e-02   5.44616915e-02]
 [  1.07814115e-03   1.79047335e-03   4.97905910e-03   1.87883867e-04
    4.62040910e-03   2.08305661e-03   9.80247498e-01   8.95034282e-06
    3.83244362e-03   1.17203395e-03]
 [  3.19354073e-03   5.27686328e-02   5.98569699e-02   1.05924509e-03
    1.00582309e-01   6.95617869e-02   6.72575533e-01   8.08104814e-05
    3.90306227e-02   1.29051076e-03]
 [  7.32987071e-04   9.12195086e-01   1.23039093e-02   1.16752489e-02
    4.69300570e-03   1.45206358e-02   9.79044754e-03   2.87877326e-03
    2.89019886e-02   2.30779615e-03]
 [  6.96791511e-04   5.91122778e-04   9.23391700e-01   6.10730350e-02
    5.14791755e-04   3.05331399e-04   2.70141405e-03   7.57194008e-04
    9.50500276e-03   4.63562494e-04]
 [  6.95343188e-05   3.04652021e-05   9.81720567e-01   3.93512566e-03
    9.90248634e-04   1.32495979e-05   1.26886424e-02   1.34342895e-06
    4.63791424e-04   8.71416560e-05]
 [  4.43702447e-06   8.00745329e-04   2.16057268e-03   1.54990516e-06
    3.50457206e-02   7.39371928e-04   9.56067264e-01   5.51908840e-07
    5.14465105e-03   3.50181544e-05]
 [  2.55910237e-03   8.76391423e-04   1.64595986e-04   5.80312731e-03
    8.97001028e-02   1.40974009e-02   1.79908573e-04   3.36038917e-01
    1.17530087e-02   5.38827360e-01]
 [  7.09054708e-01   6.87282882e-04   6.63732216e-02   1.80249345e-02
    5.57409134e-04   2.62262449e-02   6.27152026e-02   4.98577580e-03
    9.28484574e-02   1.85266901e-02]
 [  5.74096106e-04   1.83601491e-02   7.73993437e-04   9.19665210e-04
    7.04530239e-01   1.38543006e-02   1.67332720e-02   8.52719042e-03
    1.40739217e-01   9.49878022e-02]
 [  4.60911280e-04   9.48335171e-01   6.61496166e-03   9.76893492e-03
    2.46433960e-03   7.04093510e-03   1.06688263e-02   1.66823342e-03
    1.15159173e-02   1.46182929e-03]
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 [  2.32264446e-03   5.28213149e-03   6.51014782e-03   4.11791429e-02
    4.29402944e-03   1.19393310e-02   1.02283331e-02   4.69103659e-04
    9.04427528e-01   1.33475661e-02]
 [  4.36399458e-03   2.92016066e-05   1.11957472e-02   7.77568221e-01
    1.43947685e-03   6.07637689e-03   4.18818003e-04   1.25833845e-03
    1.62315607e-01   3.53342183e-02]
 [  1.23222303e-02   1.24380861e-07   2.02364684e-03   9.84335065e-01
    3.52797591e-09   2.86545110e-04   4.04727371e-06   7.44295830e-05
    9.53288458e-04   7.23618314e-07]
 [  1.20974649e-02   3.77598248e-04   2.98767048e-03   8.07679084e-04
    4.56263244e-01   1.32577429e-02   9.85306315e-03   1.22594073e-01
    1.02897637e-01   2.78863847e-01]
 [  7.49046681e-04   2.18045618e-03   1.41000196e-01   8.43470812e-01
    4.00335528e-04   6.55405130e-03   1.43344759e-03   4.12725421e-05
    4.08524740e-03   8.53296006e-05]
 [  5.08025096e-06   4.42977267e-04   4.54835873e-03   9.64713991e-01
    9.67019878e-06   4.31439793e-03   4.45645355e-06   9.48870182e-03
    1.32801961e-02   3.19213537e-03]]
INFO:tensorflow:global_step/sec: 160.491
INFO:tensorflow:loss = 0.291745, step = 4501
INFO:tensorflow:probabilities = [[  6.89286680e-05   2.11042734e-05   2.91513512e-03   1.23480699e-04
    1.03720406e-03   2.19081805e-04   9.95413005e-01   1.57718057e-06
    7.80080809e-05   1.22611993e-04]
 [  1.28521948e-04   3.65209416e-03   3.31007439e-04   4.36172308e-03
    5.26384264e-02   1.71155215e-03   2.70805263e-04   7.18070567e-02
    5.63655235e-02   8.08733284e-01]
 [  4.72103511e-06   1.58934763e-05   2.97060069e-05   1.10992703e-04
    4.83688091e-05   2.24064081e-03   2.00156555e-05   4.76830639e-04
    9.96352792e-01   7.00045959e-04]
 [  9.99832153e-01   1.19368654e-10   6.24637396e-05   4.46213016e-06
    2.14680060e-08   7.37021837e-05   3.30191187e-06   4.07714606e-06
    3.57895533e-06   1.62838114e-05]
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    9.56519485e-01   1.07844418e-03]
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    9.00421560e-01   4.87765763e-03]
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    1.34096068e-08   2.58567714e-04   7.43482019e-07   6.35869310e-06
    5.30091256e-06   1.10585388e-05]
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    5.81549667e-03   2.52471387e-01   1.24530494e-02   1.64886579e-01
    4.96485084e-01   4.38406318e-02]
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    1.47382743e-04   3.07692112e-08]
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    2.75330828e-03   2.43099148e-05]
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    1.01111624e-02   7.63418735e-04]
 [  1.41777666e-04   7.54056359e-03   8.58843978e-03   1.90577041e-02
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    1.84614941e-01   1.14174653e-02]
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    7.90405273e-02   1.40509289e-02]
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    4.64820827e-04   3.99843417e-03   2.23567989e-03   1.23526687e-02
    1.41459033e-02   1.22808116e-02]
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    7.44353235e-01   3.01821046e-02   6.48894405e-04   1.66850127e-02
    1.15742367e-02   1.91772223e-01]
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    6.71049056e-05   2.43357805e-04   6.89773856e-08   9.48602557e-01
    4.02185804e-04   5.03740609e-02]
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    3.26218635e-01   1.22553101e-02]
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    2.64948024e-03   5.26736304e-02]
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    1.38587147e-05   2.83730915e-03]
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    2.41907109e-02   2.41500437e-02   4.16065886e-05   2.01213628e-01
    1.10648805e-03   7.39848435e-01]
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    3.71838436e-02   1.21812914e-02]
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    1.71959738e-03   7.01290816e-02]
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 [  1.09541835e-03   8.48749914e-06   9.87106189e-03   2.43196573e-05
    1.18995067e-02   1.29512569e-03   9.74605501e-01   9.82539223e-06
    9.28243971e-04   2.62287591e-04]
 [  4.04922830e-05   4.27182749e-05   4.78769373e-03   9.84771430e-01
    3.95761072e-06   1.03810278e-03   1.06439911e-05   1.13219976e-04
    9.17759445e-03   1.40729617e-05]
 [  5.20530331e-04   9.47662055e-01   3.16064730e-02   3.80909513e-03
    3.11363547e-04   1.16874755e-03   2.21974123e-03   1.32856995e-03
    1.09196790e-02   4.53707937e-04]
 [  1.49410907e-02   2.82363547e-03   3.07222339e-03   1.63761646e-01
    6.21616505e-02   4.54167783e-01   1.58301443e-01   3.66607704e-03
    7.44730905e-02   6.26313537e-02]
 [  1.55271264e-04   9.82972205e-01   6.70898007e-03   4.73411102e-03
    2.62821763e-04   7.56229565e-05   8.05568649e-04   3.75109696e-04
    3.70513531e-03   2.05152668e-04]
 [  3.52841010e-03   1.95750781e-05   1.13894450e-04   2.76422856e-04
    9.46047604e-02   1.18929381e-02   1.38908130e-04   1.30574211e-01
    3.96527983e-02   7.19198048e-01]
 [  3.15766491e-04   4.99346497e-05   6.98224394e-05   9.73189354e-01
    2.36768506e-06   2.34201457e-02   1.22147312e-05   2.54929299e-04
    1.78141089e-03   9.04189423e-04]
 [  8.56591214e-06   2.47622374e-05   9.93086994e-01   9.32032184e-04
    2.94394617e-04   1.13018514e-05   5.59690688e-03   5.49801143e-06
    3.36594640e-05   5.89718411e-06]
 [  1.05222580e-05   5.63811591e-05   9.96971250e-01   2.68186466e-03
    2.69460578e-08   4.69389533e-06   1.21577104e-04   1.75100558e-06
    1.52054883e-04   5.84914517e-08]
 [  9.97407734e-01   7.32619243e-10   2.05331162e-04   6.07914189e-05
    2.02233494e-07   1.71809155e-03   5.67715266e-04   2.23751636e-06
    3.18743223e-05   5.90790933e-06]
 [  3.09327697e-05   1.40728980e-05   6.78353490e-06   2.05239528e-04
    6.60169753e-05   1.22423400e-04   8.94914294e-08   9.95215654e-01
    9.26160021e-04   3.41252284e-03]
 [  3.97729408e-03   2.39602696e-06   1.66432437e-05   1.73128322e-01
    1.02205435e-04   7.62707829e-01   1.18989292e-05   1.95314549e-02
    1.93390474e-02   2.11827569e-02]
 [  8.76124250e-05   9.91182089e-01   3.74549534e-03   1.32517982e-03
    4.56941169e-04   1.46994615e-04   1.02072407e-03   3.34923097e-04
    1.57396158e-03   1.26113300e-04]
 [  4.96829336e-04   3.06818038e-05   7.76828383e-05   1.01782922e-02
    1.32232788e-03   7.73358762e-01   8.50711192e-04   8.50132946e-03
    1.65211096e-01   3.99721339e-02]
 [  6.50464906e-04   2.41519555e-01   6.64023995e-01   3.96632738e-02
    9.47048320e-05   1.40838430e-03   3.61497793e-03   6.16326579e-04
    4.72995229e-02   1.10883533e-03]
 [  8.43574162e-05   6.36827026e-05   4.51921915e-06   2.14833090e-05
    9.62391138e-01   1.98784517e-03   3.71781643e-04   3.12409655e-04
    7.89162819e-04   3.39736007e-02]
 [  4.14895965e-03   5.48622629e-04   5.17705502e-03   1.63373188e-04
    5.49959484e-04   4.79164068e-03   1.17251776e-01   3.78359982e-05
    8.66823316e-01   5.07437566e-04]
 [  4.10570443e-04   2.66251583e-02   1.02218958e-02   4.38903347e-02
    7.94335036e-04   8.54354084e-01   6.48458395e-03   3.58671090e-03
    5.14172688e-02   2.21507368e-03]
 [  8.58749226e-02   5.96006447e-03   5.13048284e-03   2.00395379e-03
    1.72209181e-03   2.35107467e-01   6.23483658e-01   8.22074362e-05
    4.01362032e-02   4.98964102e-04]
 [  1.74085417e-05   2.75878374e-05   3.28460970e-04   8.68523377e-04
    8.70757699e-01   5.82946348e-04   4.34671267e-04   5.18543599e-03
    1.73763826e-03   1.20059632e-01]
 [  7.42389921e-06   4.67110476e-05   9.97654915e-01   1.69275468e-03
    6.79122962e-08   1.28489501e-06   2.58869095e-05   2.76392825e-06
    5.68056654e-04   1.77125798e-07]
 [  7.44356541e-04   9.29468870e-01   3.88369034e-03   1.45677980e-02
    4.47733374e-03   7.61238486e-03   4.29196469e-03   8.49773828e-03
    1.64641626e-02   9.99158248e-03]
 [  9.51281254e-05   9.74661708e-01   1.05918595e-03   8.82384088e-03
    1.13148696e-03   3.97668546e-03   1.83896720e-03   2.41542538e-03
    2.57898169e-03   3.41870147e-03]
 [  2.72050407e-03   1.15369068e-04   3.05943016e-04   6.74419163e-04
    1.11813669e-03   3.95687781e-02   3.74839583e-04   1.04800228e-03
    9.43891466e-01   1.01825185e-02]
 [  1.11852754e-02   9.61499172e-05   8.58947277e-01   2.24257563e-03
    3.55002303e-05   1.92966225e-04   1.20562121e-01   3.31933649e-07
    6.73226546e-03   5.49681818e-06]
 [  1.57294286e-04   1.96848647e-03   3.90148023e-04   1.16457581e-04
    4.04061168e-01   1.82201155e-03   2.80867098e-03   6.08996255e-03
    1.28601370e-02   5.69725752e-01]
 [  2.53082544e-04   1.78089933e-04   2.68744212e-03   5.43877832e-04
    1.46446630e-01   8.97714286e-04   8.41887474e-01   4.32255125e-04
    3.21716955e-03   3.45625891e-03]
 [  7.41668337e-05   4.55992948e-03   3.37372674e-03   5.33022510e-04
    3.30447289e-03   4.69784578e-03   9.61774886e-01   4.87533634e-06
    2.12860480e-02   3.90938338e-04]]
INFO:tensorflow:probabilities = [[  1.35994900e-03   5.66681147e-01   1.91289000e-02   1.19824439e-01
    1.57298800e-03   4.99188760e-03   7.58571783e-04   1.82920620e-01
    3.76164131e-02   6.51451200e-02]
 [  5.41242887e-04   2.99223097e-06   1.15145027e-04   1.12414215e-04
    5.02842478e-04   2.99378578e-02   1.02882714e-05   3.27038113e-04
    9.66903687e-01   1.54649187e-03]
 [  4.25535627e-02   7.16591775e-02   1.10550806e-01   1.84076026e-01
    5.49977385e-02   3.69793057e-01   3.40225995e-02   1.92970242e-02
    1.99855231e-02   9.30644721e-02]
 [  3.73463641e-04   9.56929445e-01   4.00565006e-03   8.00167304e-03
    7.43823417e-04   1.53974455e-04   1.40469091e-03   1.77183803e-02
    3.56032513e-03   7.10873539e-03]
 [  8.38309340e-03   8.56498420e-01   7.56392162e-03   5.79189043e-03
    3.00599262e-03   1.74918808e-02   1.99786723e-02   1.64647761e-03
    7.74678588e-02   2.17160583e-03]
 [  1.11736229e-03   1.97156589e-03   1.00391556e-03   2.49621295e-03
    2.82002380e-04   9.28194523e-01   3.43672768e-03   5.14847784e-07
    6.13022484e-02   1.94900596e-04]
 [  9.98245955e-01   2.62515059e-08   1.23834063e-03   6.40515646e-06
    5.17634192e-07   6.78314318e-05   9.24009437e-05   1.46051476e-04
    1.52361143e-04   5.03824667e-05]
 [  8.60724831e-05   2.83957661e-07   6.82160098e-05   5.25638508e-03
    1.45765262e-06   9.83697116e-01   7.29989770e-05   7.84661012e-08
    1.08163711e-02   9.42468603e-07]
 [  6.59212164e-05   3.43769752e-05   5.72872195e-05   2.09000311e-04
    2.34356576e-05   6.60050428e-04   4.42375750e-07   9.81350780e-01
    1.74789492e-03   1.58508215e-02]
 [  2.12199055e-04   5.76171908e-04   1.70210167e-03   9.84672129e-01
    1.34555785e-05   4.97290632e-03   5.72275858e-05   6.33095042e-04
    6.66903239e-03   4.91632265e-04]
 [  5.42585328e-02   5.37545769e-04   1.88374296e-01   2.04343840e-01
    9.82635468e-03   7.68268928e-02   2.22946823e-01   5.77767845e-04
    2.19415218e-01   2.28927433e-02]
 [  4.25431272e-03   1.75276902e-04   9.87361927e-05   1.34797916e-02
    9.10840827e-05   9.31549489e-01   4.42555320e-05   8.80092382e-03
    3.97018306e-02   1.80433725e-03]
 [  8.00572097e-01   5.08998986e-04   3.58111248e-03   2.91638933e-02
    6.08283503e-04   8.92280117e-02   2.27140561e-02   6.79278863e-04
    4.36707512e-02   9.27345175e-03]
 [  3.84872989e-03   1.71990887e-05   3.91639303e-03   6.98087038e-03
    5.09064877e-03   5.56228459e-01   3.54781486e-02   8.15577223e-05
    3.88078809e-01   2.79224420e-04]
 [  1.29783237e-02   1.70392366e-06   1.27093750e-03   8.56097380e-04
    3.64574969e-01   2.32326775e-03   7.43270211e-04   3.16084223e-03
    8.23004055e-04   6.13267601e-01]
 [  5.71091601e-04   3.47162058e-05   3.06488073e-05   9.75983799e-01
    8.20412254e-08   2.12255064e-02   2.37442165e-07   1.32812967e-03
    7.67893915e-04   5.79548541e-05]
 [  7.44551799e-05   1.24825310e-04   2.05406423e-06   4.24698787e-03
    3.55305932e-02   3.22824605e-02   3.98200500e-05   1.14903869e-02
    2.46333028e-03   9.13745165e-01]
 [  2.53930979e-04   4.46501235e-06   2.31286424e-04   3.29443463e-03
    5.72092831e-03   9.66934860e-03   1.47338606e-05   1.75995737e-01
    4.99797636e-04   8.04315388e-01]
 [  1.31207015e-02   3.32357258e-01   1.58396810e-02   1.31847092e-03
    3.16861691e-03   5.58254449e-03   7.08756968e-02   7.63177988e-04
    5.46124279e-01   1.08496007e-02]
 [  1.93914821e-04   2.57413974e-03   5.36721200e-03   9.54909556e-05
    6.59609120e-03   1.14038179e-04   9.82448399e-01   7.22368568e-05
    2.16060015e-03   3.77962017e-04]
 [  9.23126572e-06   2.22509581e-04   1.10036377e-02   9.86429811e-01
    2.59834815e-06   1.95014916e-04   6.22951211e-06   1.08689543e-04
    1.96266198e-03   5.97927938e-05]
 [  7.30666274e-04   2.80249072e-03   3.29652894e-03   1.32845365e-03
    5.33647183e-03   2.27728463e-03   9.79102910e-01   3.39032304e-05
    4.67384327e-03   4.17463161e-04]
 [  1.11677439e-03   9.43488479e-01   1.10197980e-02   6.39466476e-03
    9.84912971e-04   5.84584614e-03   1.20015796e-02   1.84959732e-03
    1.41022559e-02   3.19599709e-03]
 [  5.15796128e-05   3.93960252e-03   1.09273940e-04   1.40360568e-03
    5.89136958e-01   6.59022573e-03   5.14225685e-04   1.66824888e-02
    1.68877188e-02   3.64684284e-01]
 [  5.24446834e-03   8.18581283e-01   8.71410873e-03   4.59623663e-03
    3.99399723e-04   4.22320031e-02   7.48078618e-03   2.50015431e-03
    1.05522230e-01   4.72933240e-03]
 [  1.37525240e-05   4.78303673e-06   4.36498667e-05   1.23827450e-03
    9.06972738e-04   2.02489857e-04   1.63377426e-05   5.06161433e-03
    1.62460504e-03   9.90887523e-01]
 [  1.66097842e-03   3.37648962e-04   2.72916723e-02   1.36987277e-04
    1.31092012e-01   7.17729446e-04   8.11153173e-01   1.23011682e-03
    1.86435727e-03   2.45153736e-02]
 [  3.05180292e-05   1.21087442e-05   6.89783483e-04   1.27797503e-05
    5.54939179e-05   1.64056823e-04   9.98767734e-01   1.79486754e-08
    2.66577408e-04   9.88223178e-07]
 [  1.55079737e-02   5.26329204e-02   6.25711400e-03   1.38009554e-02
    7.52803590e-03   4.21138108e-02   5.73139369e-01   7.08361214e-04
    2.75781333e-01   1.25300307e-02]
 [  1.95301823e-06   7.71481439e-07   9.99833941e-01   1.13185641e-04
    2.15765112e-07   1.90469450e-07   1.88694557e-05   5.04953050e-07
    2.97227325e-05   5.46104161e-07]
 [  1.39658863e-04   8.67943186e-03   5.88907802e-04   5.58586465e-03
    8.77171874e-01   1.94575195e-03   6.51235506e-03   9.25930496e-03
    4.32473235e-03   8.57921019e-02]
 [  3.08753777e-04   1.04786886e-05   9.37414169e-01   4.92335996e-03
    1.47138089e-02   2.22698145e-04   5.87189061e-05   5.22865266e-05
    3.64825304e-04   4.19308729e-02]
 [  1.29078951e-04   8.03651074e-06   1.49968059e-07   1.81377295e-03
    6.71408407e-06   1.04768761e-03   2.11616566e-07   9.80078995e-01
    2.33906831e-04   1.66813638e-02]
 [  1.64777599e-03   1.83546531e-03   3.03782959e-04   7.72439688e-03
    5.19409887e-02   1.62287038e-02   5.20200992e-04   1.90508932e-01
    5.42064803e-03   7.23869145e-01]
 [  4.36280243e-05   9.21314597e-01   1.52655621e-03   1.63038466e-02
    1.42328138e-03   3.67410923e-03   2.44236062e-03   1.46906148e-03
    4.45640460e-02   7.23861577e-03]
 [  2.29123514e-04   9.37701762e-01   3.00650317e-02   1.18197892e-02
    1.53806305e-03   8.16875079e-04   2.80376151e-03   3.94901820e-03
    9.89666395e-03   1.17989420e-03]
 [  2.65218819e-06   1.59948694e-08   3.35707614e-06   4.82116002e-06
    9.96761382e-01   5.22105911e-05   2.90880329e-04   4.84123229e-05
    7.55179062e-05   2.76080659e-03]
 [  2.19870750e-02   3.04500118e-05   1.20809330e-02   7.44584948e-04
    4.23439837e-04   9.91724338e-03   9.53995883e-01   7.92945502e-06
    4.69869934e-04   3.42520158e-04]
 [  9.21948886e-05   9.84766006e-01   3.14981909e-03   3.62454494e-03
    1.31457427e-03   8.63046735e-04   1.57169788e-03   1.88527489e-03
    1.47937692e-03   1.25364529e-03]
 [  2.97702756e-02   4.10934899e-06   1.47888274e-03   3.56914848e-03
    1.60075084e-04   2.46955995e-02   1.07080378e-02   9.94519996e-06
    9.27732766e-01   1.87118188e-03]
 [  2.07891185e-02   3.70736757e-06   5.51829077e-02   1.67292252e-03
    2.11621262e-03   1.75867453e-02   8.70771468e-01   1.58290647e-03
    2.98124775e-02   4.81548108e-04]
 [  6.35468532e-05   3.58544366e-06   9.97922480e-01   1.53389224e-03
    5.41649456e-07   6.53568031e-06   1.84484350e-04   2.78007992e-05
    2.50820711e-04   6.31291823e-06]
 [  9.92927134e-01   3.67380721e-08   6.28105423e-04   6.15601137e-04
    2.20095686e-07   4.67065815e-03   1.58106923e-04   4.67389873e-05
    9.15904355e-04   3.75006821e-05]
 [  7.87276076e-06   2.93302855e-06   1.42676919e-03   1.09852763e-05
    9.58261311e-01   1.46401086e-04   5.39000612e-03   1.21064644e-04
    2.41966126e-03   3.22128423e-02]
 [  2.83276178e-02   8.40993671e-05   4.84973639e-02   6.66971922e-01
    7.29690291e-05   1.79006428e-01   2.78288056e-03   1.31288962e-03
    7.17238262e-02   1.21996750e-03]
 [  4.97709043e-05   9.86834347e-01   2.04207096e-03   3.98443779e-03
    3.22681764e-04   4.01971309e-04   8.36533494e-04   2.45686970e-03
    2.28152145e-03   7.89714744e-04]
 [  1.90866599e-03   7.36376271e-02   1.04663498e-03   9.16423276e-03
    2.31937602e-01   4.16948274e-03   6.22521481e-03   6.49208277e-02
    2.36019418e-02   5.83387733e-01]
 [  2.57082487e-04   9.36444309e-08   2.13065541e-05   7.34955654e-04
    6.17773935e-07   1.80482602e-04   3.70789124e-08   9.97725904e-01
    1.80757434e-05   1.06137840e-03]
 [  4.40246947e-02   6.81729944e-07   7.70967526e-05   1.62668183e-01
    1.40690590e-05   7.86046922e-01   1.15477844e-04   2.03549885e-03
    4.16856632e-03   8.48837488e-04]
 [  3.76742937e-05   6.09778408e-06   1.01479122e-06   1.56457754e-04
    2.06359774e-02   6.19380153e-05   7.41650865e-07   1.37983784e-02
    2.79045035e-03   9.62511241e-01]
 [  3.20158317e-03   8.26025102e-03   4.32474911e-03   6.01503393e-03
    3.78661498e-04   9.73281078e-03   6.90463791e-03   1.17475586e-03
    9.56017196e-01   3.99024459e-03]
 [  3.27116650e-05   1.45932813e-06   9.99580443e-01   2.52763348e-05
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    8.91893811e-04   1.50454766e-03]
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    1.95347629e-02   2.14017313e-02]
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    1.62025869e-01   9.90175456e-02   1.38565816e-03   3.46721441e-01
    2.45397482e-02   2.72265464e-01]
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    3.65703136e-06   8.61239096e-06]
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    1.92180183e-02   5.09371239e-05]
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    1.29668231e-04   2.78460066e-04   5.79914136e-04   6.48433284e-04
    5.43216057e-03   1.04920946e-04]
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    1.35170728e-08   1.17784063e-03   4.13277803e-06   1.37687293e-05
    7.62514173e-06   1.87540013e-06]
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    6.77787811e-02   3.02211149e-03]
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    1.39029275e-04   1.35211347e-04   7.84371572e-04   4.76600486e-04
    3.02742398e-03   4.75766981e-04]
 [  7.97897810e-04   6.53385044e-08   6.60832971e-02   1.03856382e-05
    9.71307885e-03   2.31548688e-06   9.22878444e-01   6.12483382e-06
    4.86244317e-05   4.59702249e-04]
 [  2.59871536e-04   1.69906579e-02   1.04519946e-03   3.28175649e-02
    5.14552534e-01   5.08824848e-02   5.39392978e-03   1.08534181e-02
    3.60440798e-02   3.31160307e-01]
 [  7.78120849e-03   2.50672292e-05   1.81095184e-05   4.93072846e-04
    5.32549864e-04   7.95111235e-04   5.11208327e-06   8.70317042e-01
    3.27589526e-03   1.16756931e-01]
 [  1.33314470e-05   2.29578628e-03   5.99906256e-04   9.75232899e-01
    3.29713330e-05   2.83198711e-03   6.88048158e-06   2.46875919e-03
    1.14256172e-02   5.09190932e-03]
 [  6.59277197e-04   9.60470796e-01   7.39821931e-03   4.13513836e-03
    6.01269072e-04   1.86030846e-03   4.31691157e-03   2.39756610e-03
    1.62438918e-02   1.91657268e-03]
 [  3.09376250e-04   1.34545544e-05   3.75858648e-03   2.56256862e-05
    1.58131600e-03   5.80860826e-04   9.92827833e-01   2.99400682e-07
    8.79308500e-04   2.32881030e-05]
 [  3.52023111e-04   2.73320649e-04   9.86784875e-01   3.31169181e-03
    1.12369225e-05   3.22503620e-05   3.86409258e-04   5.51793608e-04
    8.20813701e-03   8.81029846e-05]
 [  1.29399393e-02   8.33344981e-02   4.84070703e-02   2.86842659e-02
    2.00257939e-03   6.69624209e-02   2.58309133e-02   3.72651108e-02
    6.54018879e-01   4.05543074e-02]
 [  2.02991674e-03   2.15730779e-05   2.25682128e-02   7.54091598e-04
    8.78182411e-01   1.77456602e-03   6.69143721e-03   5.00155892e-03
    4.16654907e-03   7.88097158e-02]]
INFO:tensorflow:global_step/sec: 161.978
INFO:tensorflow:loss = 0.37903, step = 4601
INFO:tensorflow:probabilities = [[  1.92980195e-04   1.80476127e-06   7.21701872e-05   1.48105770e-04
    2.00573332e-03   8.05766523e-01   2.14356787e-05   5.42044779e-03
    5.56207784e-02   1.30750030e-01]
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    1.06572406e-03   5.18944580e-03]
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    7.28468597e-03   3.68458070e-02]
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    3.54678865e-04   1.62899811e-02]
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    7.55078495e-02   1.24989068e-02]
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    2.73484015e-03   7.99224675e-02]
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    2.15906068e-03   8.22869316e-03]
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    4.17175237e-03   4.99278121e-06]
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    1.56729147e-05   1.07104119e-04]
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    2.79123057e-03   3.12250195e-05]
 [  2.27574987e-04   2.32625534e-05   6.36443170e-03   2.21171044e-03
    2.00014085e-01   9.30660218e-03   4.80090268e-03   7.71450519e-04
    1.38108060e-02   7.62469172e-01]
 [  6.09662712e-01   9.09344177e-04   2.59124022e-02   3.32049876e-02
    1.04473007e-03   5.65361343e-02   1.70035698e-02   1.98436691e-03
    2.47212872e-01   6.52877241e-03]
 [  1.81477270e-04   1.51689223e-04   5.35738145e-05   3.60064581e-03
    1.35527865e-04   1.70643872e-03   5.17926583e-06   8.83114576e-01
    8.73189420e-03   1.02318980e-01]
 [  1.41463615e-03   2.73535818e-01   1.82396695e-01   1.37192175e-01
    5.74186233e-05   3.69743824e-01   1.88006386e-02   5.10639220e-05
    1.66911725e-02   1.16585557e-04]
 [  7.11142842e-04   1.44093865e-05   1.33749261e-03   1.13665337e-05
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    1.03737460e-03   8.26081668e-06]
 [  8.66508435e-06   3.54504591e-04   8.13689362e-03   9.88192379e-01
    2.66502670e-04   1.18074800e-04   3.51164781e-04   3.22953128e-05
    2.52627861e-03   1.33449976e-05]
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    4.36027069e-03   2.83217407e-03   4.81429137e-03   2.45490577e-04
    9.15528357e-01   2.08821520e-02]
 [  5.00625174e-05   4.95800748e-03   1.09761277e-04   1.25306298e-03
    8.73865664e-01   6.66051114e-04   2.46259570e-03   3.71255307e-03
    3.80881899e-03   1.09113447e-01]
 [  9.83681202e-01   3.59703698e-08   1.17723187e-02   9.14311793e-04
    6.78207698e-07   2.56951735e-03   6.87193067e-04   1.38505848e-05
    3.49701731e-04   1.12351736e-05]
 [  9.73078489e-01   1.55075543e-06   2.83984374e-03   3.19958082e-04
    4.07557236e-05   1.42690614e-02   7.85659160e-03   1.86259509e-04
    1.20973028e-03   1.97903093e-04]
 [  4.75865424e-01   3.56699093e-05   5.14833815e-02   2.25931048e-01
    5.90828386e-05   2.22111255e-01   6.82011805e-03   8.79282481e-04
    1.34871602e-02   3.32747074e-03]
 [  4.34004795e-03   1.13664035e-04   1.83221186e-03   1.36300307e-02
    2.76932996e-02   4.80284076e-03   9.43256676e-01   9.15199871e-06
    4.11728863e-03   2.04857090e-04]
 [  1.69089020e-04   2.14161446e-05   6.76518399e-03   1.89087761e-04
    7.15093571e-04   8.29704222e-04   9.90989685e-01   3.10348867e-07
    3.17382568e-04   2.93538187e-06]
 [  9.99238849e-01   2.27473995e-09   1.32435262e-05   2.35963525e-05
    1.13133525e-09   7.09909014e-04   3.28796034e-07   8.89619241e-06
    3.67132907e-06   1.43078773e-06]
 [  2.11960563e-04   2.74451741e-04   9.76365566e-01   1.16742868e-02
    9.38133871e-06   2.65306844e-05   9.67749767e-03   3.47657476e-08
    1.75965484e-03   5.76028697e-07]
 [  1.07237382e-03   1.31997484e-04   2.37874631e-02   9.61144209e-01
    7.83624614e-07   1.79827388e-03   1.14314836e-02   3.67122047e-05
    5.57104242e-04   3.96511641e-05]
 [  5.46586234e-03   8.96574464e-03   4.43072654e-02   1.69670004e-02
    1.96647048e-02   1.73348412e-02   8.82108927e-01   1.37482668e-04
    4.11830517e-03   9.29857022e-04]
 [  5.98970451e-04   3.76894718e-06   1.40928454e-03   5.44789024e-02
    1.04345452e-06   8.60669650e-03   5.01251707e-05   1.63099045e-04
    9.34030235e-01   6.57798955e-04]
 [  8.65965366e-01   2.02830370e-06   2.16368717e-05   3.54252261e-04
    1.09995108e-05   1.32535666e-01   1.44458842e-04   7.79012800e-04
    6.69975125e-05   1.19581062e-04]
 [  9.94773567e-01   3.41828331e-06   1.48912019e-03   4.23027115e-04
    1.63695931e-05   8.84957670e-04   2.12290278e-03   4.64989607e-05
    1.24732222e-04   1.15395509e-04]
 [  8.66216607e-04   4.43381742e-02   4.36565792e-03   4.19440633e-03
    1.43171111e-02   1.80069159e-03   8.98514509e-01   5.11093182e-04
    2.81115323e-02   2.98045669e-03]
 [  7.24938582e-06   8.26602431e-08   4.14855776e-06   8.67382187e-06
    9.86353397e-01   6.30398499e-05   4.36564142e-06   4.58163529e-04
    4.16669573e-05   1.30592473e-02]
 [  9.11322932e-05   9.56975477e-09   1.59269851e-02   2.04850735e-07
    5.08263838e-05   1.87329726e-06   9.83896255e-01   4.62148790e-07
    2.77890103e-05   4.48639867e-06]
 [  3.07307998e-03   8.50130618e-06   1.18956370e-02   5.25981712e-04
    1.28369145e-02   1.88643171e-03   4.87291196e-04   1.78230524e-01
    2.28679776e-02   7.68187702e-01]
 [  1.58426992e-04   4.86909598e-02   2.15084180e-02   8.13609123e-01
    1.30585972e-02   1.31282797e-02   3.60419654e-04   1.24591207e-02
    3.24429572e-02   4.45836931e-02]
 [  9.96738851e-01   1.07381688e-07   1.16563178e-05   3.34906181e-05
    1.53195288e-07   2.87027494e-03   4.55861300e-05   6.43120147e-05
    2.18750210e-04   1.68213774e-05]
 [  6.27978821e-04   1.67986927e-05   6.38038036e-05   2.34317849e-03
    2.65815370e-02   3.61628155e-03   1.54746485e-05   1.21720970e-01
    1.38158968e-03   8.43632400e-01]
 [  8.78035370e-03   4.45799560e-06   9.85505176e-05   5.85353840e-03
    1.19198943e-04   8.61838520e-01   1.02717266e-03   1.77846505e-05
    1.21387780e-01   8.72692966e-04]
 [  1.52604152e-05   4.24907805e-04   2.18393444e-03   9.72228706e-01
    9.34410309e-06   2.18140963e-03   4.04769344e-06   1.77596547e-02
    4.91794990e-03   2.74766469e-04]
 [  3.82614917e-06   2.76249018e-04   8.09971880e-06   1.19579847e-04
    6.39575373e-05   3.66052664e-05   2.32380742e-07   9.89196718e-01
    9.53259994e-04   9.34134331e-03]
 [  7.23037883e-05   3.16421203e-02   3.39138875e-04   3.08281500e-02
    8.03115033e-03   1.26835145e-02   1.38272633e-04   4.89600718e-01
    2.19964050e-02   4.04668212e-01]
 [  8.82849004e-03   1.60031999e-03   1.84137118e-03   6.06362754e-03
    9.31287010e-04   7.94319391e-01   2.14052647e-02   8.33786180e-05
    1.62311062e-01   2.61576497e-03]
 [  1.04071536e-04   9.89536166e-01   9.47644934e-04   3.85063258e-03
    3.25524714e-04   1.04379375e-04   1.40543285e-04   1.79721939e-03
    2.47217738e-03   7.21663178e-04]
 [  1.70404068e-03   7.64571905e-01   1.59167901e-01   1.33115379e-02
    7.41710901e-05   1.56343463e-04   2.63548223e-03   7.28614256e-03
    5.00419810e-02   1.05046155e-03]
 [  8.44328722e-04   8.61586258e-03   4.18939162e-04   5.62087586e-03
    4.50747507e-03   9.50330675e-01   2.53080460e-03   1.59284263e-03
    1.79282408e-02   7.60991313e-03]
 [  1.70626499e-05   7.36848460e-06   1.07719825e-06   8.35043262e-04
    5.44085493e-03   1.84300612e-03   5.55028521e-07   8.82626474e-01
    6.62943348e-04   1.08565576e-01]
 [  4.51061991e-04   4.63840365e-01   2.53589243e-01   3.92808355e-02
    5.68404676e-06   1.25966253e-04   1.14653485e-05   2.11279243e-01
    2.14581229e-02   9.95793194e-03]
 [  2.38000555e-03   7.01505125e-01   1.07603967e-02   1.40024303e-02
    6.19619042e-02   2.21461337e-02   1.15833757e-02   1.28982030e-02
    1.30023241e-01   3.27392258e-02]
 [  1.78773087e-02   7.28486553e-02   6.07662089e-02   5.16721904e-01
    1.41839646e-02   1.42682135e-01   4.89243455e-02   6.98337972e-04
    1.19514413e-01   5.78267174e-03]
 [  4.38336778e-04   9.15874043e-05   3.19114663e-02   3.83119285e-03
    2.25589767e-01   5.83778881e-03   7.10220814e-01   7.17976084e-03
    8.71830340e-03   6.18092064e-03]
 [  3.47271154e-04   1.46045291e-04   2.59338471e-04   6.78583980e-01
    5.74001286e-04   2.89157152e-01   7.21149772e-05   9.94634442e-03
    9.57823731e-03   1.13355564e-02]
 [  7.02516350e-04   2.27359706e-04   4.59845724e-05   1.28619024e-03
    5.00978790e-02   4.48329188e-03   1.63180652e-04   2.92534940e-02
    9.21457447e-03   9.04525578e-01]
 [  6.45092150e-05   1.70108808e-06   3.50405730e-06   5.53206009e-05
    1.72391105e-02   8.55672173e-04   5.48214302e-06   5.70601262e-02
    1.11634645e-03   9.23598289e-01]
 [  4.28745625e-05   3.30098942e-06   1.05170024e-04   6.42123778e-05
    6.12894177e-01   4.91187908e-04   4.66480298e-04   1.69752503e-03
    2.85970839e-03   3.81375372e-01]
 [  3.82669829e-03   1.66947997e-04   9.05947506e-01   2.12699827e-02
    1.11981330e-03   1.57709047e-02   3.45784761e-02   3.74771364e-04
    1.50869032e-02   1.85811613e-03]
 [  6.49432623e-05   1.22413947e-03   2.63491576e-03   9.55348253e-01
    4.54495639e-05   3.79343145e-02   1.45095168e-04   2.37596527e-04
    2.25332659e-03   1.12079688e-04]
 [  2.27134587e-04   3.46659287e-03   1.86177541e-03   4.11859713e-03
    6.75869703e-01   7.97299948e-03   1.80794054e-03   6.49498217e-03
    1.19965728e-02   2.86183834e-01]
 [  1.85481942e-04   7.87900295e-03   1.97962532e-03   1.69891247e-03
    6.02697115e-03   1.93004105e-02   2.45133345e-03   2.27764063e-03
    9.47810054e-01   1.03906123e-02]
 [  1.46868790e-03   1.24532748e-02   6.99797319e-03   4.04830324e-03
    8.93828273e-01   1.55676929e-02   2.51657739e-02   1.88586861e-03
    2.12260801e-03   3.64614576e-02]
 [  1.41413801e-03   6.26175553e-02   6.31004805e-03   3.26931220e-03
    1.10704927e-02   1.40804267e-02   8.73137951e-01   2.09462873e-04
    2.61084437e-02   1.78223161e-03]
 [  6.26925466e-05   2.00220078e-04   5.15024403e-05   4.32274013e-04
    6.16749346e-01   1.09200925e-02   2.09632737e-04   1.43531803e-02
    8.24388023e-03   3.48777205e-01]
 [  7.78996968e-04   3.53020987e-05   3.04276691e-05   1.27747568e-04
    9.20485914e-01   1.00067887e-03   1.13883466e-02   9.64574283e-05
    6.30106917e-03   5.97551353e-02]
 [  3.14237596e-03   7.44690746e-03   5.06935408e-03   5.70832868e-04
    6.57611132e-01   2.95288721e-03   2.21484732e-02   3.56807411e-02
    5.54803312e-02   2.09896937e-01]
 [  4.37352154e-03   2.90813587e-05   1.60224354e-05   1.31331594e-03
    5.89175057e-03   1.56669114e-02   1.65513120e-05   6.01054311e-01
    1.45513413e-03   3.70183349e-01]
 [  3.34511511e-03   1.02635678e-08   2.67644301e-02   3.57727622e-05
    8.85398302e-04   1.42695571e-04   9.67657030e-01   5.66719740e-04
    1.72947432e-04   4.29962500e-04]
 [  4.13993560e-03   4.50634805e-04   2.55390666e-02   1.86891994e-03
    9.18759964e-03   1.15587544e-02   9.42687690e-01   2.88874926e-05
    3.79598537e-03   7.42562115e-04]
 [  9.49713767e-01   6.92656249e-06   2.05896748e-03   1.03214988e-02
    5.61421730e-05   1.79669596e-02   4.43892699e-04   6.08544273e-04
    1.77875031e-02   1.03588682e-03]
 [  2.19526773e-04   1.35556492e-03   3.15142795e-04   8.10734928e-04
    1.50354415e-01   1.68212946e-03   5.38629829e-04   3.05924863e-02
    1.14753339e-02   8.02656054e-01]
 [  6.90971210e-05   2.94943202e-05   9.99459088e-01   2.99172734e-05
    1.37052348e-06   5.97564167e-06   3.74023730e-05   3.83588758e-06
    3.60244012e-04   3.52166376e-06]
 [  3.77084856e-04   1.09486136e-04   2.69355281e-04   9.74129021e-01
    1.72930572e-06   1.74777247e-02   2.71047847e-05   2.85392598e-04
    7.30915181e-03   1.38303358e-05]
 [  4.56515700e-03   4.97316010e-02   6.26183907e-03   5.63713610e-01
    7.90687092e-03   2.26816311e-01   3.42594683e-02   9.66954511e-03
    6.26948029e-02   3.43808308e-02]
 [  1.09207509e-02   9.45081585e-04   3.31194373e-03   1.46251731e-02
    1.59209524e-03   4.88744043e-02   8.25094990e-04   1.62190862e-03
    8.99408221e-01   1.78753827e-02]
 [  9.98987496e-01   7.41037065e-10   5.04409570e-07   3.74570991e-05
    2.18504983e-08   6.70432230e-04   6.40804365e-06   1.69082996e-04
    1.14199836e-04   1.43027719e-05]
 [  5.91086484e-02   7.08669722e-06   1.19120108e-04   2.48546470e-02
    2.05049637e-05   8.97810280e-01   5.04728639e-04   2.13453406e-03
    1.48656657e-02   5.74727484e-04]
 [  4.85307028e-05   9.00776207e-01   4.21191864e-02   4.63712355e-03
    4.07031985e-05   1.86136051e-04   4.12216336e-02   1.25087745e-05
    1.09312879e-02   2.68085350e-05]
 [  6.72945753e-03   1.53858738e-03   1.48977817e-03   4.19008918e-03
    1.27457970e-04   1.13765396e-01   4.28529602e-04   6.20085921e-04
    8.69435072e-01   1.67554652e-03]
 [  9.92511034e-01   8.28472722e-08   4.96507331e-04   2.33271130e-04
    3.89008983e-06   6.91647467e-04   1.66323630e-03   9.47749413e-06
    4.29698080e-03   9.37251534e-05]
 [  9.79871809e-01   6.33521495e-07   6.73078757e-04   7.53085551e-05
    7.88295256e-06   7.20425928e-03   1.15462225e-02   2.41810740e-05
    5.13381267e-04   8.34078819e-05]
 [  3.31328687e-04   9.48506236e-01   1.82426553e-02   1.16030117e-02
    1.97179717e-04   9.69081520e-05   4.56041656e-04   1.31083094e-03
    1.87597256e-02   4.96247550e-04]
 [  7.15846196e-04   1.29415912e-06   9.97367799e-01   2.71059369e-04
    3.24073858e-06   5.79628113e-06   1.62464799e-03   1.51669769e-06
    5.74784008e-06   2.94208007e-06]
 [  1.97429079e-04   4.99734789e-01   2.57211566e-01   1.83056787e-01
    9.48214147e-05   5.74745936e-03   7.81677943e-03   8.03920813e-03
    3.73255163e-02   7.75606197e-04]
 [  4.37396375e-05   2.79958104e-03   9.88626301e-01   4.11515543e-03
    1.31378947e-05   9.45666761e-05   3.58582917e-03   1.69939085e-04
    5.41186426e-04   1.06295538e-05]
 [  5.11226935e-05   1.16422298e-05   4.36560276e-06   9.81089179e-05
    4.15397361e-02   6.22058171e-04   9.48289744e-05   9.95900668e-03
    1.32488599e-03   9.46294248e-01]
 [  9.89747882e-01   6.93927575e-07   2.98361201e-03   3.99175624e-05
    3.01531181e-05   1.49332685e-03   1.97965140e-03   3.85240055e-05
    3.50657688e-03   1.79486480e-04]
 [  2.52565718e-04   2.45399569e-04   1.41283227e-02   2.19229580e-04
    1.46988323e-02   1.15672723e-04   9.67511058e-01   1.05600004e-04
    1.90537644e-03   8.17995402e-04]
 [  2.31626211e-04   4.07906366e-04   1.82955875e-04   3.66664863e-05
    4.65871446e-04   1.83104246e-03   9.94397163e-01   6.34821617e-07
    2.41264072e-03   3.35529803e-05]
 [  1.64463476e-03   1.22358449e-01   9.29604843e-02   1.33066997e-01
    6.34525791e-02   2.72470385e-01   3.02889310e-02   2.26870663e-02
    1.85460702e-01   7.56098330e-02]
 [  2.46992393e-04   9.18079972e-01   8.33367836e-03   1.04456935e-02
    8.44165590e-03   1.08577786e-02   1.49642061e-02   4.10443731e-03
    2.18320712e-02   2.69342982e-03]
 [  4.60947119e-03   4.26804926e-03   1.13378065e-02   1.49733081e-01
    7.69300619e-04   1.15185723e-01   7.77229154e-03   1.52040189e-02
    6.68336987e-01   2.27832478e-02]
 [  3.25749315e-05   1.05687621e-04   6.29904738e-04   1.25832669e-03
    3.30636911e-02   2.07984776e-04   7.18487572e-05   2.74078595e-03
    3.26905958e-03   9.58620191e-01]
 [  9.65089262e-01   2.39467511e-07   4.82696953e-04   3.23831046e-04
    1.98180987e-06   3.15726139e-02   2.96770100e-04   1.28795014e-04
    1.80084317e-03   3.02956032e-04]
 [  2.99708322e-02   2.53651433e-05   9.34188938e-05   1.61425234e-03
    8.92886799e-03   5.79941878e-03   1.03023995e-05   1.84115604e-01
    1.50969357e-03   7.67932296e-01]
 [  7.30920758e-04   8.99442971e-01   1.51283080e-02   3.38894650e-02
    2.48298561e-03   6.82339026e-03   6.13431120e-03   1.25320824e-02
    8.17276537e-03   1.46628879e-02]]
INFO:tensorflow:probabilities = [[  9.97125389e-05   3.63871550e-05   9.98140693e-01   1.99981674e-04
    7.54207431e-05   6.35778997e-05   5.13680687e-04   3.15653102e-04
    4.19461896e-04   1.35400871e-04]
 [  9.98044372e-01   3.85939752e-11   1.29289850e-08   9.79862889e-05
    5.56092498e-11   1.79467222e-03   6.99841030e-09   3.48254507e-05
    2.71501649e-05   9.44521048e-07]
 [  3.65841639e-04   5.23882045e-05   1.21917678e-02   1.97596873e-05
    6.98073534e-03   1.79675582e-04   9.77837503e-01   1.76561312e-04
    1.36384950e-03   8.31798126e-04]
 [  8.11021619e-06   1.06842155e-04   9.93656695e-01   1.15446490e-03
    2.15374621e-05   2.79106075e-06   5.00081666e-03   5.78316804e-06
    3.93632508e-05   3.52346296e-06]
 [  8.70325685e-01   3.41890380e-04   3.25677963e-03   8.01845733e-03
    1.63488701e-04   2.50264667e-02   6.33689715e-03   2.58545508e-03
    7.93021843e-02   4.64269007e-03]
 [  4.86963283e-04   2.54335701e-02   2.88070645e-04   4.93391827e-02
    9.62314289e-03   2.72648372e-02   9.30943424e-05   7.90278539e-02
    1.40314400e-01   6.68128908e-01]
 [  1.58197025e-07   1.11230392e-07   5.00685985e-07   9.73212309e-07
    9.94327724e-01   2.08363963e-05   1.45706954e-05   1.25798149e-04
    7.42050270e-06   5.50182117e-03]
 [  1.11214586e-05   3.93814953e-05   6.09336894e-05   1.48069201e-04
    9.44244742e-01   1.35092298e-04   3.35539662e-04   2.73037143e-03
    7.10706750e-04   5.15841581e-02]
 [  1.50414556e-02   2.07277071e-02   3.28697205e-01   4.72442880e-02
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    1.14190161e-05   4.77595069e-02   5.15231537e-03   3.27224770e-05
    1.85014289e-02   4.23232359e-06]
 [  1.51619385e-03   2.23754432e-05   2.12877989e-03   8.41060102e-01
    1.57733637e-04   7.32917413e-02   1.52943612e-05   3.17392722e-02
    8.17302242e-03   4.18953784e-02]
 [  2.58500082e-03   1.18969139e-02   8.66712511e-01   1.06756143e-01
    4.89174636e-06   5.06045483e-03   1.93259248e-03   1.19299872e-03
    3.80260008e-03   5.60457884e-05]
 [  9.81681205e-06   1.53947292e-06   1.27171488e-05   1.53334986e-04
    1.97697136e-06   7.75454828e-06   2.55434145e-08   9.99177277e-01
    4.03191516e-05   5.95257152e-04]
 [  3.11095762e-04   2.08611730e-02   4.98292083e-03   9.48139131e-01
    6.01044798e-04   1.25314277e-02   5.98932966e-04   1.73176138e-03
    7.16422219e-03   3.07813333e-03]
 [  1.20720970e-05   3.00870015e-05   8.97413411e-05   1.02243340e-03
    4.25428152e-02   7.76139041e-03   2.43583781e-04   5.28891804e-04
    6.84713870e-02   8.79297614e-01]
 [  9.98613477e-01   2.82974932e-09   6.23618776e-04   2.67424562e-04
    1.22609158e-08   3.45900538e-04   1.24379047e-04   2.13780058e-05
    2.96377789e-06   6.96877862e-07]
 [  7.56116526e-04   9.40221488e-01   1.21133402e-02   8.55501089e-03
    1.73785619e-03   1.26182730e-03   8.55875574e-03   6.26464654e-03
    1.67108793e-02   3.81999253e-03]
 [  5.72380668e-04   2.18833685e-02   2.09803972e-02   1.27992153e-01
    2.35537216e-02   1.68766558e-01   4.35442803e-03   4.67287302e-02
    3.28485489e-01   2.56682754e-01]
 [  1.55928301e-05   4.48257364e-02   5.52045507e-03   8.08769226e-01
    2.97411665e-04   7.22665247e-03   3.17707454e-05   2.15900186e-02
    1.07878529e-01   3.84456338e-03]
 [  1.97927264e-04   4.85361343e-05   2.25069125e-05   7.25953782e-04
    7.58937449e-06   1.73461871e-04   8.12518067e-07   9.32012558e-01
    1.72407844e-03   6.50865287e-02]
 [  3.04677780e-03   4.44456774e-08   1.71394402e-06   4.12408775e-03
    9.99486383e-06   9.91038620e-01   2.41003727e-06   2.29222045e-04
    1.44703372e-03   1.00198638e-04]]
INFO:tensorflow:global_step/sec: 163.664
INFO:tensorflow:loss = 0.394737, step = 4701
INFO:tensorflow:probabilities = [[  5.75280690e-04   1.29638836e-04   3.01410146e-02   1.95481582e-03
    8.79490614e-01   1.13891286e-03   2.92373095e-02   1.03782560e-03
    2.40273047e-02   3.22672129e-02]
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    3.46572651e-03   2.38916166e-02   3.37948278e-02   5.72467735e-03
    2.60984767e-02   3.31650153e-02]
 [  1.69459416e-03   3.90916015e-04   1.75448961e-03   8.24475139e-02
    7.14697002e-04   8.44256699e-01   2.66248104e-03   5.76272956e-04
    6.34069145e-02   2.09529325e-03]
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    9.21662390e-01   1.44210607e-02   9.98866651e-03   6.12968695e-04
    7.78714661e-03   2.91616451e-02]
 [  8.45962568e-05   9.27423116e-06   9.94211878e-05   3.32022728e-06
    9.90829110e-01   4.11519175e-03   3.00304894e-03   1.63998353e-04
    9.19733779e-04   7.72247789e-04]
 [  2.72850648e-05   3.77339311e-04   1.00089295e-03   1.20407676e-04
    6.26953843e-05   6.36389814e-05   9.97725666e-01   1.13174372e-06
    5.89921197e-04   3.08684430e-05]
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    4.70577419e-04   1.79326709e-03   7.55307553e-07   9.80341315e-01
    3.73936462e-04   1.63830128e-02]
 [  9.74834111e-05   9.84651446e-01   1.72179670e-03   6.05473341e-03
    2.88003939e-04   5.45600429e-04   5.56035026e-04   2.49461271e-03
    2.56710313e-03   1.02302583e-03]
 [  1.87105104e-01   3.78686818e-05   3.20741092e-03   5.51528633e-01
    4.77653302e-05   3.06889433e-02   3.65761633e-04   1.90316379e-01
    3.05801234e-03   3.36441137e-02]
 [  1.13569517e-02   2.44709395e-06   9.83330190e-01   8.61985201e-04
    4.80028139e-05   1.78066897e-04   3.70992208e-03   2.31938775e-05
    4.84454475e-04   4.63822698e-06]
 [  1.55702629e-03   5.09093981e-04   1.67775992e-02   2.36598100e-03
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    2.66083568e-01   6.70863390e-01]
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    2.32043521e-06   6.59102993e-03   7.07226172e-06   2.85905524e-04
    9.90464211e-01   9.26688255e-04]
 [  2.34180246e-03   1.19880050e-01   6.22047251e-03   2.60454137e-03
    2.12567344e-01   6.51865732e-03   1.10625187e-02   6.07316904e-02
    6.75713271e-02   5.10501623e-01]
 [  9.94266689e-01   2.89403914e-08   3.36520164e-03   7.54663051e-05
    4.15026079e-07   3.29412083e-04   1.86973112e-03   3.92493257e-06
    6.46900808e-05   2.43667819e-05]
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    1.15186458e-05   3.26288355e-05   2.68741042e-06   9.88137066e-01
    1.04626431e-03   4.92331712e-03]
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    1.73576698e-01   2.26861790e-01]
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    6.12162463e-02   2.54328012e-01]
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    5.77811478e-03   1.40132774e-02]
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    7.76428342e-01   1.43991292e-01]
 [  6.35128140e-01   4.27608347e-06   2.09072707e-04   2.06897836e-02
    3.91591566e-05   2.04639584e-02   3.31383810e-04   2.47873063e-03
    3.16109329e-01   4.54630796e-03]
 [  3.80283745e-04   5.73224604e-01   1.94361601e-02   1.86036855e-01
    6.36201948e-02   6.96166083e-02   1.32875377e-02   9.46947839e-03
    5.03338426e-02   1.45944860e-02]
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    4.04404302e-04   9.15353769e-04]
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    9.33189273e-01   1.68954162e-03   7.83737469e-03   5.88830386e-04
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    6.28938138e-01   1.37682065e-01]
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    7.20728375e-03   6.18592143e-01]
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    6.04186539e-07   5.01293782e-03   2.01997204e-06   7.27129285e-04
    2.58416776e-03   3.49844981e-04]
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    1.99696511e-01   6.96298061e-03]
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    1.78619325e-02   1.12015553e-01]
 [  1.97371258e-03   1.33767503e-03   4.79923049e-03   4.15163347e-04
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    2.71207490e-03   6.16579577e-02]
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    4.25009057e-02   1.11886489e-04]
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    2.01772060e-03   3.75964455e-02]
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    3.62065546e-02   2.13479847e-02   1.17174280e-03   6.84459358e-02
    1.06839957e-02   8.51168692e-01]
 [  9.30644989e-01   5.22736445e-05   4.42873407e-03   8.06992128e-03
    2.28957288e-04   2.14040373e-02   2.58435681e-03   4.55782376e-03
    1.61042418e-02   1.19245350e-02]
 [  7.17191142e-04   3.05357139e-06   3.47231305e-03   1.40448136e-03
    3.40725109e-03   1.64931233e-04   4.25473554e-05   9.41403151e-01
    3.14811151e-03   4.62369360e-02]
 [  9.08784859e-05   9.89091873e-01   1.56532868e-03   7.51311483e-04
    1.43530478e-05   5.16901200e-05   6.62285660e-04   5.56909290e-05
    7.53606809e-03   1.80518124e-04]
 [  2.81263376e-04   4.36365168e-04   2.70841196e-02   1.15183052e-02
    1.83645214e-04   2.04292848e-03   2.34972158e-05   7.26976514e-01
    7.08440170e-02   1.60609305e-01]
 [  6.34869235e-03   3.65494452e-05   3.25557485e-05   6.68531517e-03
    1.55989870e-08   9.52674627e-01   1.44680530e-06   8.33066297e-05
    3.41142975e-02   2.31775157e-05]
 [  2.88284803e-03   2.93937624e-02   2.33371779e-02   8.91413316e-02
    1.61898937e-02   6.52557015e-02   1.18459687e-02   1.33216695e-03
    7.44519830e-01   1.61012858e-02]
 [  1.72647908e-02   8.33906408e-04   7.30793178e-02   5.76566309e-02
    1.60723424e-03   1.57984778e-01   6.80464447e-01   1.36472646e-03
    8.33155680e-03   1.41254929e-03]
 [  7.31828695e-05   1.57908813e-04   3.20615596e-04   9.61671770e-01
    2.93382509e-05   2.45381147e-02   8.08600544e-06   2.96054897e-03
    4.68291529e-03   5.55732194e-03]
 [  1.54888793e-03   8.23609371e-05   1.10933343e-02   3.90015513e-04
    2.68604810e-04   1.59277841e-02   1.38906576e-03   2.65325885e-04
    9.68199134e-01   8.35461949e-04]
 [  2.66234711e-04   9.84998167e-01   4.59149154e-03   2.54636351e-03
    8.81564978e-04   3.12776887e-04   2.20479647e-04   2.26853206e-03
    3.40473442e-03   5.09502250e-04]
 [  9.99725878e-01   3.78673670e-09   1.93903179e-06   3.83206825e-05
    1.29001538e-08   1.62555254e-04   4.37751714e-06   2.88561341e-06
    6.26058827e-05   1.45279137e-06]
 [  9.79488313e-01   8.72147723e-08   3.68899025e-04   5.62330097e-05
    5.05261589e-04   9.16759484e-03   9.29963682e-03   3.17812111e-04
    1.02911683e-04   6.93192007e-04]
 [  1.02922044e-04   4.04719403e-03   2.72842329e-02   2.98907305e-03
    4.64850664e-03   1.74947809e-02   2.10289308e-03   2.17879715e-04
    9.40279663e-01   8.32846097e-04]
 [  1.17149562e-01   2.60595046e-03   3.73136923e-02   3.32517102e-02
    1.72271151e-02   4.07950550e-01   8.19807127e-03   2.49809921e-01
    7.61179253e-02   5.03754802e-02]
 [  9.99505401e-01   6.29903074e-12   2.25229633e-05   4.33009473e-06
    5.98016220e-11   2.42909548e-04   1.55610524e-05   1.52896901e-05
    1.92437117e-04   1.51014797e-06]
 [  1.54383248e-03   6.40112557e-04   1.19825604e-03   1.55598531e-03
    3.15574216e-05   3.85881029e-03   3.79281613e-04   5.55262668e-04
    9.88427937e-01   1.80892844e-03]
 [  9.59355235e-01   3.66697750e-05   2.94915028e-03   7.49765080e-04
    1.95712899e-04   1.10799912e-02   1.60710346e-02   2.52657832e-04
    8.01186450e-03   1.29795179e-03]
 [  5.98613964e-03   5.15712272e-05   9.69730609e-04   5.78959882e-02
    4.08099935e-04   7.79156268e-01   8.72648452e-05   1.64300785e-03
    1.43582717e-01   1.02191307e-02]
 [  3.74570918e-05   6.78395852e-04   1.80433376e-03   9.94406819e-01
    5.66315748e-06   2.49437033e-03   2.57350592e-04   9.28006921e-05
    1.98268230e-04   2.43835148e-05]
 [  9.21009632e-05   1.36993040e-05   7.54446364e-06   3.21998887e-05
    8.40028107e-01   7.66213564e-03   3.64389038e-04   1.63744800e-02
    1.05157336e-02   1.24909714e-01]
 [  4.50907246e-04   2.62541720e-03   3.53462070e-01   4.34747547e-01
    9.35824141e-02   5.45480195e-03   9.29356832e-03   4.10162425e-03
    5.81570044e-02   3.81247252e-02]
 [  9.89413093e-05   1.27169573e-08   4.48249295e-07   5.48967801e-05
    7.81857598e-05   6.19251077e-05   2.11868958e-08   5.80273688e-01
    1.02998631e-04   4.19328868e-01]
 [  3.93319988e-06   2.86154295e-06   1.16118606e-07   5.35649247e-04
    7.45823141e-04   1.62725267e-03   1.15502765e-07   9.35646296e-01
    3.82740633e-04   6.10552505e-02]
 [  2.99072778e-03   1.17287855e-04   2.00248882e-03   8.39547720e-04
    6.45017775e-04   9.82732117e-01   5.19200321e-03   6.14643213e-05
    5.21822274e-03   2.01068571e-04]
 [  5.07472781e-03   2.37239338e-02   2.61342339e-03   3.37104010e-03
    2.61871866e-03   5.62145591e-01   9.78216156e-03   2.69345883e-02
    3.61438423e-01   2.29737605e-03]
 [  3.00933261e-05   1.73377892e-04   1.41486147e-04   2.72851158e-02
    8.31160942e-05   3.42526939e-04   3.06990523e-06   9.61720943e-01
    6.05637324e-04   9.61458683e-03]
 [  6.27982430e-04   9.52730834e-01   9.62203369e-03   1.06896451e-02
    9.43355903e-04   3.14226095e-03   4.10248432e-03   2.65999231e-03
    1.42999459e-02   1.18150865e-03]
 [  3.71229253e-04   4.49643194e-05   2.68246986e-05   1.31222606e-03
    5.54670021e-02   2.59118271e-03   2.21389801e-05   1.80581734e-01
    1.08993391e-03   7.58492708e-01]
 [  2.63348059e-03   2.38298321e-06   4.53662506e-06   5.26927943e-05
    4.79942700e-03   7.42887426e-03   2.57361680e-05   9.42426682e-01
    5.39362489e-04   4.20868322e-02]
 [  1.51618617e-03   1.86929421e-03   1.27809802e-02   9.65224743e-01
    2.08818415e-06   3.90642276e-03   1.47950370e-04   1.72765180e-03
    1.27306543e-02   9.39569072e-05]
 [  4.45570593e-04   2.32482907e-05   9.74185705e-01   4.26956511e-04
    4.81912692e-04   1.88699833e-05   2.41520610e-02   1.03178327e-05
    2.08202764e-04   4.71617604e-05]
 [  4.58374197e-05   1.32266194e-07   9.99410987e-01   5.70940902e-05
    8.67687686e-06   1.28146382e-06   4.68957704e-04   1.77463960e-07
    6.33552281e-06   5.54792621e-07]
 [  2.30486112e-05   6.34085663e-05   4.60634737e-06   1.85157260e-04
    5.00641242e-02   5.57348423e-04   4.16405856e-05   7.11617479e-03
    1.18390855e-03   9.40760612e-01]]
INFO:tensorflow:probabilities = [[  2.97134320e-05   1.60802713e-07   2.08830443e-06   8.73532044e-05
    9.71551435e-06   8.99100996e-05   2.92653255e-07   9.98393118e-01
    1.34626011e-04   1.25302584e-03]
 [  3.66424699e-03   5.74495562e-06   1.44953010e-04   1.06744142e-02
    1.32665693e-04   9.54891145e-01   4.16896539e-04   1.84341570e-05
    2.76181363e-02   2.43333890e-03]
 [  2.84573645e-04   9.38120024e-07   5.35039044e-06   2.80872682e-05
    9.38763678e-01   3.33199627e-03   8.75594909e-04   1.22702491e-04
    7.98977388e-04   5.57881705e-02]
 [  3.78007554e-02   4.25380771e-04   8.04239791e-03   1.55604873e-02
    1.66998734e-03   6.35131299e-01   2.50316203e-01   2.63784954e-04
    4.82245684e-02   2.56516039e-03]
 [  6.90256493e-05   3.15323705e-05   1.76215017e-05   4.60834126e-04
    9.58498120e-02   1.12728833e-03   2.90223434e-05   1.56719480e-02
    4.59822733e-03   8.82144630e-01]
 [  1.08983717e-03   7.55780842e-04   9.11943689e-02   8.87590498e-02
    3.47787164e-07   1.45032289e-04   1.92520383e-05   8.81185173e-04
    8.17093134e-01   6.20590436e-05]
 [  6.78059470e-04   8.78985524e-01   1.00642294e-02   3.10581122e-02
    4.76102438e-03   1.41233364e-02   1.07392520e-02   2.48444751e-02
    1.24150543e-02   1.23309633e-02]
 [  1.02662237e-03   5.81669509e-01   7.50932768e-02   6.05981983e-03
    8.48499965e-03   5.39580965e-03   4.79767472e-03   5.89037780e-04
    3.16460937e-01   4.22361103e-04]
 [  7.22739833e-06   9.87518288e-05   3.71532860e-06   7.63159478e-04
    2.35949614e-07   5.82406901e-05   3.17685256e-08   9.82925773e-01
    8.46086908e-03   7.68191973e-03]
 [  2.70572900e-06   9.18720275e-07   8.29666533e-06   8.35489074e-04
    2.04056118e-06   3.00410684e-05   1.65054210e-08   9.93431509e-01
    5.90470336e-05   5.62989525e-03]
 [  4.32891429e-05   9.80912328e-01   5.80891175e-03   4.13557421e-03
    1.17196229e-04   1.46671286e-04   6.25103770e-04   2.86464510e-03
    4.74226242e-03   6.04093773e-04]
 [  7.26782018e-03   2.46898562e-04   4.29158332e-03   5.47166448e-04
    7.50774937e-03   4.40278649e-02   9.32763100e-01   3.62690553e-05
    3.07520153e-03   2.36394830e-04]
 [  1.42035482e-04   2.24662972e-06   8.45403429e-06   5.56496438e-04
    1.25541300e-01   3.84315755e-03   3.32883428e-05   3.51650338e-03
    5.74713713e-03   8.60609353e-01]
 [  4.17908318e-02   2.03760603e-04   1.10716783e-02   3.04219872e-03
    2.83932239e-01   1.97530258e-02   1.93306170e-02   2.00599488e-02
    1.10134676e-01   4.90681082e-01]
 [  1.65781286e-03   2.33673230e-02   1.40951397e-02   1.42602818e-02
    7.92415962e-02   1.56236570e-02   2.25563832e-02   3.76452948e-03
    8.11679125e-01   1.37542225e-02]
 [  1.76612724e-04   2.91172555e-03   2.44010299e-01   3.76913846e-01
    4.42816969e-03   6.69158669e-03   1.50127150e-02   3.05080324e-01
    2.50049438e-02   1.97697934e-02]
 [  8.07702076e-04   4.45607156e-02   1.90210752e-02   1.65188521e-01
    3.39177111e-03   1.06122708e-02   2.79213046e-03   9.35273021e-02
    6.42968059e-01   1.71304327e-02]
 [  1.85562050e-04   1.60320706e-05   3.81749014e-05   4.99565504e-04
    6.20816310e-04   4.47846251e-03   1.74179809e-06   9.03387606e-01
    2.73213373e-03   8.80398601e-02]
 [  7.52330408e-04   8.78670020e-04   1.47705816e-03   3.68123084e-01
    4.56735231e-02   1.26900151e-01   1.74176239e-03   2.08408874e-03
    1.25841305e-01   3.26528072e-01]
 [  1.34149159e-04   1.39457799e-04   2.31403537e-04   3.59569327e-03
    2.75543880e-05   4.08898719e-04   1.32060529e-06   9.48014200e-01
    1.51832122e-02   3.22641246e-02]
 [  1.08330720e-03   2.39709858e-04   3.19880528e-05   5.95098697e-02
    1.31702065e-04   2.53450479e-02   6.49868707e-06   3.42312634e-01
    2.42761105e-01   3.28578115e-01]
 [  4.83557051e-05   2.17706129e-05   1.21820747e-04   9.85811353e-01
    1.17473166e-06   1.28068123e-02   6.32257161e-06   2.53597718e-05
    1.13526639e-03   2.17516244e-05]
 [  2.65642651e-04   1.16035961e-04   3.80611187e-03   1.33404203e-04
    1.02240581e-03   1.77978742e-04   9.90815520e-01   4.19518415e-07
    3.60212871e-03   6.02161235e-05]
 [  6.64952036e-04   2.32001953e-02   7.78549875e-04   3.21230269e-03
    8.01937342e-01   1.89963430e-02   1.08944904e-02   1.24269333e-02
    3.68602127e-02   9.10285711e-02]
 [  1.61349555e-04   9.20384407e-01   2.28045532e-03   1.24070318e-02
    5.14502171e-03   3.25390487e-03   3.66977695e-03   1.03317508e-02
    2.15867888e-02   2.07794216e-02]
 [  2.15838256e-04   8.85655761e-01   5.53374365e-03   4.89618210e-03
    1.17532955e-03   2.22794525e-03   1.60050741e-03   2.71651056e-03
    9.57260355e-02   2.52184836e-04]
 [  2.28710473e-04   1.10729707e-04   5.73358557e-05   9.90134656e-01
    3.72890900e-05   3.40123870e-03   1.04209639e-05   3.51989060e-04
    3.36832972e-03   2.29923800e-03]
 [  1.37968510e-01   4.40848271e-05   1.65123027e-02   3.14672571e-03
    3.41678085e-03   4.11614729e-03   8.10862780e-01   1.10265006e-04
    2.05426179e-02   3.27988621e-03]
 [  1.20382709e-02   4.29568812e-03   1.53305437e-02   4.47223186e-02
    7.62110017e-03   3.42591494e-01   7.01605063e-03   6.45479420e-03
    5.26770711e-01   3.31590362e-02]
 [  3.78874280e-02   1.28103967e-03   6.13455512e-02   6.33937791e-02
    2.53664493e-03   5.53586781e-01   7.05389753e-02   1.97320804e-03
    2.05325335e-01   2.13131774e-03]
 [  1.88059546e-03   1.41067128e-03   9.15124238e-01   8.43076501e-03
    3.28319470e-06   5.86431986e-03   2.29228637e-03   4.90729290e-04
    6.44197315e-02   8.33531958e-05]
 [  9.89485621e-01   1.52898505e-09   2.29132688e-03   6.99296215e-05
    5.59203750e-09   7.91975763e-03   6.68439825e-05   7.11512257e-06
    1.58636947e-04   7.13742338e-07]
 [  9.35771346e-01   2.92966251e-06   5.46896365e-04   1.16048893e-03
    1.32200817e-04   4.20472883e-02   3.07172025e-03   8.04162701e-05
    1.65757053e-02   6.10943593e-04]
 [  6.21222965e-02   3.63232428e-03   7.22106248e-02   9.13173184e-02
    3.02186032e-04   1.46468207e-01   2.07672501e-03   5.04545331e-01
    1.00014873e-01   1.73101220e-02]
 [  5.36258449e-04   2.70671980e-03   8.68660025e-03   3.97532046e-01
    9.70729336e-04   7.86319897e-02   5.95515827e-04   2.72977185e-02
    4.52780008e-01   3.02623287e-02]
 [  1.01323901e-02   5.83872781e-04   2.33161449e-03   1.19378939e-01
    2.99640433e-05   3.03346757e-03   2.83903591e-05   1.84697506e-03
    8.48420739e-01   1.42136170e-02]
 [  2.72204410e-02   1.01417500e-05   8.77198821e-04   1.02310616e-03
    2.12440779e-03   4.28991854e-01   4.57122114e-05   1.80655241e-01
    1.69180721e-01   1.89871132e-01]
 [  8.71320663e-04   2.69922316e-01   9.22633056e-03   3.72363138e-03
    1.17096212e-02   1.33158313e-02   6.50903761e-01   3.11524811e-04
    3.74211892e-02   2.59444513e-03]
 [  3.70377325e-04   9.34482694e-01   2.82877143e-02   1.03016803e-02
    4.56095673e-04   5.36111882e-04   1.06812641e-03   1.06820697e-03
    2.32771076e-02   1.51804503e-04]
 [  5.67974697e-04   4.17345407e-04   3.87061067e-04   7.48856599e-03
    4.88008982e-06   6.10947236e-03   2.03342133e-05   1.01506557e-04
    9.84660566e-01   2.42225186e-04]
 [  3.00200685e-04   9.64307785e-01   3.03231692e-03   3.62233049e-03
    8.01527407e-04   1.45469410e-02   3.56222340e-03   2.95694498e-03
    5.71135944e-03   1.15836994e-03]
 [  1.36329234e-03   2.80418812e-04   4.99785703e-04   5.44476463e-03
    7.47407394e-05   6.62378520e-02   6.42521700e-05   1.00277038e-03
    9.08119142e-01   1.69129744e-02]
 [  1.13638944e-03   9.36913610e-01   1.36234530e-03   6.63042907e-03
    8.88542854e-04   7.09281187e-04   5.20151923e-04   1.11173680e-02
    2.22282521e-02   1.84934624e-02]
 [  1.83252350e-03   1.14033601e-05   8.87655187e-03   7.24311394e-05
    5.07453494e-02   1.78220344e-03   9.35878038e-01   7.48965831e-05
    4.05962164e-05   6.86066691e-04]
 [  1.75542755e-05   9.97368813e-01   3.08553892e-04   2.27836907e-04
    8.51319965e-06   2.65040653e-05   9.56559379e-05   4.40510885e-05
    1.76100526e-03   1.41395387e-04]
 [  1.60201133e-04   8.32834667e-06   7.05512892e-03   2.09628064e-02
    1.72984321e-04   1.10621892e-01   7.57438364e-04   2.49507884e-03
    8.57720733e-01   4.53601533e-05]
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    4.64158058e-02   1.28565311e-01]
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    3.40512977e-03   4.88557247e-03   2.71980502e-06   8.25691938e-01
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    3.97027237e-03   5.93550620e-04]
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    2.01079412e-04   3.32480704e-04]
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    3.14791760e-05   1.61101930e-02   2.37214612e-04   2.41899470e-04
    9.48946774e-01   1.17401971e-04]
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    8.63817632e-02   1.12647819e-03]
 [  7.39982352e-04   1.59097448e-01   2.52257381e-02   1.85194127e-02
    1.84814274e-01   4.02082503e-01   1.44774783e-02   4.40371083e-03
    1.80193812e-01   1.04455808e-02]
 [  6.78495329e-04   8.90024379e-02   2.33336687e-02   8.71691942e-01
    1.19299082e-04   5.26541844e-03   8.26973119e-04   2.16543418e-03
    5.56023419e-03   1.35618728e-03]
 [  2.33858354e-05   3.66987486e-04   2.24867225e-01   1.14814029e-03
    2.30974071e-02   1.29176678e-05   7.49219418e-01   2.63614580e-04
    8.20130866e-04   1.80692165e-04]
 [  2.07802968e-05   1.02312003e-06   1.72748783e-04   9.98938501e-01
    1.38554839e-07   3.95275856e-04   2.37782857e-07   2.96603503e-06
    4.36711736e-04   3.16946316e-05]
 [  3.54546064e-05   2.87194107e-05   2.07041609e-04   5.73967642e-04
    7.74487944e-06   9.01203530e-05   2.72573772e-07   9.96040463e-01
    1.97125541e-04   2.81907199e-03]
 [  2.58385233e-04   2.17817202e-02   5.01156390e-01   2.61252344e-01
    5.33655220e-05   7.45226396e-04   3.97469819e-04   1.64740697e-01
    4.88591753e-02   7.55284040e-04]
 [  1.47060317e-04   8.77845392e-04   7.89744896e-04   6.38948679e-01
    3.32444869e-02   2.22376794e-01   8.03511590e-03   5.38177267e-02
    3.17090494e-03   3.85917313e-02]
 [  4.99411071e-05   9.43011522e-01   2.29024189e-03   1.88693497e-03
    6.64843310e-06   1.45197337e-04   1.49880856e-04   2.78511574e-03
    4.62722331e-02   3.40236723e-03]]
INFO:tensorflow:global_step/sec: 164.921
INFO:tensorflow:loss = 0.322413, step = 4801
INFO:tensorflow:probabilities = [[  7.34163914e-04   9.25973472e-06   6.28377951e-04   7.03729510e-01
    3.80091311e-04   1.59131736e-01   8.26720498e-05   1.31463399e-02
    1.05493233e-01   1.66646168e-02]
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    6.12415746e-03   9.29760695e-01]
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    2.34628469e-03   3.06861009e-04]
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    3.52879129e-02   2.59989072e-02]
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    2.00099294e-05   1.97090046e-07]
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    1.52396888e-03   5.99587010e-03]
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    4.85960487e-03   4.75307137e-01   7.64065073e-04   6.01143064e-03
    3.23732704e-01   1.15671396e-01]
 [  3.10427022e-05   3.73091607e-05   3.35083972e-03   1.02158054e-03
    3.85679126e-01   2.55324761e-03   5.80326747e-03   1.62149256e-03
    2.27795001e-02   5.77122629e-01]
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    7.00047094e-05   1.83330139e-05]
 [  7.37613533e-04   5.51756180e-04   2.14969069e-02   2.91055795e-02
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    2.66593019e-03   1.75687931e-02]
 [  6.82354644e-02   6.68675930e-04   2.99637914e-01   2.18807179e-02
    3.92819569e-02   4.79898714e-02   4.11348715e-02   8.01609606e-02
    5.96380383e-02   3.41371566e-01]
 [  2.01889011e-03   8.98920357e-01   3.86942662e-02   1.27222016e-02
    1.66705425e-03   3.58003378e-03   5.70637546e-03   4.98731714e-03
    2.91345883e-02   2.56889290e-03]
 [  1.16188894e-05   3.26453801e-03   1.01337943e-03   4.86513563e-02
    3.22404579e-04   4.78362441e-02   1.16865063e-04   2.32320977e-03
    8.95517111e-01   9.43264633e-04]
 [  1.58276089e-04   2.91567885e-05   2.54733255e-03   2.04220098e-02
    6.33686432e-05   3.48204444e-03   1.30891043e-04   1.22695428e-03
    9.67837214e-01   4.10278467e-03]
 [  1.82419637e-04   9.69234520e-07   9.87634485e-06   1.02694852e-04
    4.98945110e-06   3.11539508e-04   2.74907308e-07   9.94907677e-01
    7.14561174e-05   4.40803496e-03]
 [  1.80315529e-03   2.57167481e-02   8.29389393e-01   9.00272653e-02
    7.85000666e-05   1.85634039e-04   4.92047565e-03   4.28806743e-05
    4.78299893e-02   5.71106875e-06]
 [  4.06062424e-01   1.04296387e-05   1.22771310e-02   3.40359099e-02
    1.26611523e-03   3.84062082e-01   1.40726730e-01   6.07994967e-04
    1.48199368e-02   6.13137661e-03]
 [  6.71516755e-04   6.60861161e-08   4.00766963e-03   7.64900324e-05
    1.30149610e-05   9.08552975e-05   2.17171964e-05   9.93253291e-01
    8.69350042e-04   9.96048213e-04]
 [  3.58112331e-04   4.87369150e-02   9.36783943e-03   2.47712131e-03
    7.92173203e-03   1.92299206e-02   8.78068864e-01   6.32081083e-06
    3.37814242e-02   5.18110464e-05]
 [  1.78516395e-02   2.36765954e-05   7.07708532e-05   2.14233417e-02
    1.49213378e-07   9.05926168e-01   2.45329352e-06   3.86978984e-02
    1.18884183e-02   4.11548791e-03]
 [  2.03809980e-03   4.51926053e-01   1.51513234e-01   1.16008427e-02
    7.04245269e-02   1.94229454e-01   3.67566422e-02   5.48640778e-03
    7.20656589e-02   3.95910488e-03]
 [  2.08686991e-03   1.89540423e-02   8.96229976e-05   2.14918237e-03
    6.18934137e-05   8.49027395e-01   1.55401009e-04   2.05770804e-04
    1.27117977e-01   1.51951186e-04]
 [  3.97903750e-05   9.85942423e-01   2.81073828e-03   2.32979818e-03
    3.21144878e-04   1.92420650e-03   1.00364862e-03   8.47237243e-05
    5.23048826e-03   3.13120632e-04]
 [  5.76986000e-04   4.42659984e-05   2.57589738e-04   1.54726312e-03
    1.05302082e-02   2.07675602e-02   9.44978297e-01   1.05702156e-05
    2.02128366e-02   1.07449864e-03]
 [  4.32766648e-03   1.82502605e-02   7.45715993e-03   1.13808119e-03
    2.88773533e-02   7.08994642e-02   6.04656711e-03   4.77652298e-03
    8.52299452e-01   5.92750404e-03]
 [  3.73530565e-05   9.87976730e-01   3.09764198e-03   1.12260599e-03
    9.47190201e-05   9.38984158e-05   1.14343700e-03   1.28548790e-03
    4.65084752e-03   4.97220492e-04]
 [  1.26067430e-01   6.25436905e-06   6.70503676e-01   2.02892676e-01
    1.87334237e-08   3.28619033e-04   9.12474570e-05   1.35537757e-05
    9.10447488e-05   5.44750947e-06]
 [  1.14214861e-04   8.15556414e-05   7.46202422e-05   3.60553875e-03
    5.19062318e-02   1.71539816e-03   5.87058412e-06   3.39751057e-02
    2.11886130e-03   9.06402588e-01]
 [  1.28356085e-04   9.45723965e-04   2.28140299e-04   7.18605181e-04
    8.44556510e-01   4.46961029e-03   1.40828220e-03   1.38552825e-03
    5.58686443e-03   1.40572295e-01]
 [  3.84209603e-02   3.87354521e-03   1.02222111e-04   1.77482056e-04
    2.04842247e-04   8.02633762e-01   1.29558946e-04   3.57178808e-03
    1.48243815e-01   2.64206761e-03]
 [  4.54752910e-04   1.02641425e-05   2.82868947e-04   7.70655200e-02
    5.55997531e-06   5.62231056e-03   4.12716781e-06   2.57217198e-05
    9.16001320e-01   5.27504482e-04]
 [  4.44612512e-03   2.01806938e-03   9.47093964e-01   1.10437116e-02
    1.34641276e-04   5.46205416e-03   1.62827726e-02   1.05174154e-03
    1.11809960e-02   1.28598663e-03]
 [  9.41733830e-04   1.83508005e-02   8.10258746e-01   1.64716113e-02
    8.49157921e-04   1.01208333e-02   1.47367185e-02   6.02398217e-02
    6.56548068e-02   2.37568910e-03]
 [  1.78267743e-04   1.29313930e-05   1.04962697e-03   2.39335219e-04
    4.32694535e-04   1.01031642e-03   9.92002368e-01   1.04888031e-05
    4.98566357e-03   7.82704665e-05]
 [  2.71865429e-05   9.89145756e-01   3.63172707e-03   4.19822615e-03
    1.51280474e-04   9.07645153e-05   2.46743322e-04   1.16856524e-03
    8.69485317e-04   4.70138824e-04]
 [  1.33807989e-05   1.47153833e-05   9.84331011e-04   6.63899573e-06
    2.61639128e-04   3.69368317e-05   9.98311877e-01   3.16923007e-07
    3.45562323e-04   2.44572639e-05]
 [  3.35836061e-03   9.55562646e-05   4.00024466e-02   2.61597917e-03
    8.43341835e-03   8.55892152e-03   9.33891058e-01   1.23899220e-03
    1.14272384e-03   6.62582577e-04]
 [  1.51742790e-02   9.37848003e-04   1.76834597e-04   3.81358695e-04
    6.57178811e-04   9.49272037e-01   1.03632710e-03   1.59947691e-03
    2.25334298e-02   8.23133346e-03]
 [  2.62928570e-05   4.04577768e-05   7.34301051e-03   9.92534876e-01
    2.74600520e-09   3.00788429e-06   1.66487567e-07   3.68667497e-05
    1.49403550e-05   4.57264207e-07]
 [  1.81550386e-05   8.99630891e-07   2.26053112e-06   1.46745995e-04
    2.05667420e-05   9.51347611e-05   7.98662825e-08   9.62037921e-01
    3.62240753e-05   3.76420319e-02]
 [  2.53543811e-04   9.25133765e-01   3.15639675e-02   7.93193118e-04
    5.77321742e-03   7.07163848e-03   1.12126081e-03   4.71827632e-04
    2.76957210e-02   1.21821373e-04]
 [  1.39971878e-02   5.03345532e-03   6.26584608e-03   2.12707045e-03
    2.45589437e-03   8.62093151e-01   4.02424559e-02   3.11903842e-03
    6.13195114e-02   3.34634981e-03]
 [  5.00249771e-05   4.33584972e-07   2.63750758e-06   2.80557942e-05
    9.42025679e-07   2.42435472e-05   7.33422567e-08   9.99342501e-01
    6.12347503e-05   4.89848724e-04]
 [  9.96066988e-01   6.23958385e-11   1.41350424e-03   4.60154251e-06
    5.47162593e-10   1.89096457e-03   5.84963651e-04   9.31971016e-08
    3.88112494e-05   1.00726666e-07]
 [  9.95704114e-01   5.61598679e-09   2.93909223e-03   1.19621516e-04
    8.07574168e-08   2.86064169e-04   8.84982466e-04   8.97640234e-07
    5.04475502e-05   1.46080320e-05]
 [  5.86440437e-04   5.09717174e-05   6.54585019e-04   5.18734574e-01
    4.52795113e-03   8.74591097e-02   3.17790546e-05   5.68405129e-02
    7.77129233e-02   2.53401130e-01]
 [  1.76664703e-02   1.17781916e-07   1.95442899e-05   6.11339521e-04
    1.34510992e-04   1.83844268e-02   4.63178621e-05   9.62066293e-01
    1.03487750e-04   9.67460568e-04]
 [  1.02709353e-04   9.65952516e-01   2.80419388e-03   3.26904352e-03
    4.13413916e-04   9.19786398e-04   3.54432943e-03   2.41572782e-03
    1.95996426e-02   9.78634693e-04]
 [  4.93173003e-02   1.91740619e-04   1.59980413e-02   9.25737560e-01
    1.86387160e-06   5.09354053e-03   6.38413534e-04   4.86520556e-04
    2.41332361e-03   1.21715493e-04]
 [  2.30938895e-04   9.57318302e-03   9.94878937e-04   5.47541259e-03
    5.41915884e-04   6.68274835e-02   9.09115333e-05   4.09713127e-02
    8.51661682e-01   2.36322843e-02]
 [  1.64301228e-03   5.48361368e-06   5.88029934e-06   3.92175352e-05
    1.52251899e-01   1.04201329e-03   2.16714630e-04   3.05161607e-02
    1.73453789e-03   8.12545061e-01]
 [  7.76132882e-01   2.34027175e-04   2.55300547e-03   2.00586021e-02
    1.69808581e-03   1.65114611e-01   8.96140467e-03   1.59981679e-02
    3.69609194e-03   5.55323111e-03]
 [  9.91764724e-01   2.45244252e-07   2.88821780e-03   1.95891387e-03
    1.24424218e-06   1.15289341e-03   3.09081515e-04   1.31743043e-04
    1.70716271e-03   8.58588901e-05]
 [  2.29961909e-02   7.16840123e-06   4.22736703e-05   4.25340404e-04
    2.78239651e-03   3.21513577e-03   2.07303747e-05   8.11384082e-01
    7.73170264e-04   1.58353418e-01]
 [  1.46419497e-03   4.62446187e-04   2.92661809e-03   3.09663359e-03
    3.65414628e-04   9.24348773e-04   4.95505046e-05   9.21009898e-01
    3.25864973e-03   6.64422363e-02]
 [  1.36328917e-02   8.28556367e-04   2.61185598e-02   2.07096757e-03
    1.54014751e-02   6.96179131e-03   9.26299155e-01   3.02127650e-04
    2.23364052e-03   6.15078537e-03]
 [  1.10108601e-02   1.42393571e-06   7.94614136e-01   1.36911899e-01
    1.92886090e-03   3.76220472e-04   4.77076955e-02   2.79840198e-04
    6.13795966e-03   1.03111891e-03]
 [  4.46605147e-04   3.03808097e-02   6.30093319e-03   6.21272717e-04
    1.02986174e-03   2.19543613e-02   8.93742979e-01   1.72107830e-05
    4.52009700e-02   3.04948131e-04]
 [  2.14829735e-04   2.11827946e-03   9.24598932e-01   3.29818646e-03
    3.96033470e-03   3.66339181e-03   5.28454185e-02   4.47236886e-03
    3.79591458e-03   1.03229808e-03]
 [  2.62112152e-02   2.70401069e-04   1.86396744e-02   9.00712729e-01
    2.31076938e-05   3.66485752e-02   1.54890923e-03   1.04466407e-03
    1.46633042e-02   2.37514454e-04]
 [  5.01184583e-01   1.45755053e-04   2.01718286e-02   3.24754394e-03
    5.74070837e-05   3.35414112e-01   7.88062587e-02   2.58761516e-04
    6.05298579e-02   1.83831187e-04]
 [  2.67928135e-05   4.14111651e-04   9.57676768e-01   3.97853255e-02
    2.62157243e-07   6.10757297e-06   2.22824219e-05   4.47342936e-05
    2.02175509e-03   1.98216935e-06]
 [  2.15620297e-04   6.42156920e-07   5.96281097e-07   3.05644498e-04
    6.67076310e-05   3.39515950e-03   7.09402138e-06   9.93517280e-01
    1.86213423e-04   2.30508391e-03]
 [  4.21849405e-03   1.42724297e-04   9.44422136e-05   8.29418469e-03
    1.81335711e-03   1.72188953e-02   1.65163856e-05   6.50102317e-01
    1.85975630e-03   3.16239417e-01]
 [  7.64174759e-03   1.89100746e-02   7.79634761e-03   9.58465226e-03
    6.39492786e-03   4.29449856e-01   9.63622406e-02   2.26482807e-04
    4.17986244e-01   5.64742368e-03]
 [  2.70341896e-03   6.89465451e-05   2.88691808e-05   8.55985377e-03
    1.21498143e-03   9.80755508e-01   7.52883207e-05   2.31610192e-03
    5.00907248e-04   3.77606810e-03]
 [  5.80430569e-05   2.28288444e-03   9.49723125e-01   2.80274618e-02
    1.21568541e-04   4.36698872e-04   9.47146211e-04   1.07908566e-02
    7.54971290e-03   6.25253815e-05]
 [  7.05278626e-06   9.88219023e-01   8.72937217e-03   5.07585879e-04
    2.01635092e-04   7.74037617e-05   5.60582441e-04   5.49761287e-04
    1.08851038e-03   5.88594048e-05]
 [  3.22813488e-04   2.32801740e-05   5.43455034e-03   6.93876109e-06
    2.86565366e-04   1.00627635e-03   9.87121522e-01   7.23938683e-07
    5.77420369e-03   2.32097900e-05]
 [  1.77288399e-04   1.86399893e-06   9.95258335e-04   6.00472094e-06
    2.45179236e-03   1.61736134e-05   9.94638383e-01   9.97847110e-06
    1.24932628e-03   4.53846616e-04]
 [  1.75987865e-04   1.50742168e-02   2.58451258e-03   9.08215880e-01
    9.80019337e-04   2.53085978e-02   1.04275078e-03   2.36345557e-04
    4.31397147e-02   3.24193086e-03]
 [  1.99955844e-06   3.77746765e-04   9.31442380e-01   7.17745535e-03
    1.14688948e-04   1.74187662e-04   1.02992384e-02   8.50177003e-07
    5.04088365e-02   2.69531756e-06]
 [  4.14132001e-03   8.00254895e-07   1.19236866e-02   9.80015337e-01
    6.20063190e-07   2.22829520e-03   1.70989428e-04   8.03877901e-06
    1.50523009e-03   5.75100466e-06]
 [  4.20270895e-04   1.33354035e-06   3.88503031e-05   1.76064181e-03
    4.81977338e-07   9.94230270e-01   1.93319065e-05   1.10546835e-05
    3.49178747e-03   2.60564557e-05]
 [  2.25963420e-03   6.50149072e-04   4.95520011e-02   2.20331294e-03
    8.25066090e-01   1.53864753e-02   1.27654132e-02   6.03142101e-03
    1.26062213e-02   7.34792948e-02]
 [  9.47554410e-01   1.19043960e-07   2.15452909e-03   8.92284233e-03
    2.65531412e-07   3.85888815e-02   1.52590175e-04   2.04009074e-03
    3.95443232e-04   1.90822320e-04]
 [  6.90542255e-03   1.21002691e-03   1.00485221e-01   1.03011504e-02
    1.34199746e-02   7.19236350e-03   2.60506035e-03   4.75925989e-02
    1.27411053e-01   6.82877123e-01]
 [  3.31169227e-03   7.67616257e-06   2.75995408e-05   1.64812058e-02
    1.72428717e-03   2.40174830e-02   4.01235193e-05   4.60988402e-01
    4.35559358e-03   4.89045888e-01]
 [  1.47539609e-07   5.92397882e-08   9.99896765e-01   1.01487007e-04
    6.72210998e-09   4.55191547e-08   1.18715855e-06   7.40714228e-08
    2.58021856e-07   1.82712299e-08]
 [  5.13684245e-05   4.19916061e-04   1.40171658e-04   4.18739393e-03
    1.38132825e-01   3.63851851e-03   1.35290786e-04   1.19067756e-02
    4.70526004e-03   8.36682498e-01]
 [  2.48367051e-05   3.42522726e-05   9.90970526e-04   2.10258549e-05
    7.84148433e-05   4.27381747e-04   9.97985601e-01   1.84218738e-08
    4.27714665e-04   9.80321511e-06]
 [  1.23683290e-04   4.22200840e-03   4.27413499e-03   9.81407702e-01
    7.16823615e-06   7.83873606e-04   3.77853371e-06   3.02770175e-03
    5.70635498e-03   4.43803146e-04]
 [  3.82297847e-04   1.18564210e-04   6.75213887e-05   8.94111514e-01
    1.47265591e-05   9.92416963e-02   2.64258997e-05   6.78549695e-04
    4.14944999e-03   1.20923144e-03]
 [  2.13649546e-05   2.47616896e-07   1.41122446e-05   8.53815291e-05
    1.07491799e-02   6.37368183e-04   8.24731433e-06   1.18487061e-03
    5.98820741e-04   9.86700416e-01]
 [  3.25790024e-03   5.25237620e-03   4.29899752e-01   4.12619531e-01
    1.57420470e-06   1.12317409e-03   9.25076893e-05   1.93305674e-03
    1.45436123e-01   3.84058250e-04]
 [  5.40323416e-03   9.85654060e-06   3.03992820e-05   1.44541787e-03
    2.39073392e-03   3.25174481e-02   9.17056386e-05   9.18393075e-01
    2.23522540e-03   3.74829173e-02]]
INFO:tensorflow:probabilities = [[  3.86641384e-03   2.12905300e-03   5.11173741e-04   6.08534785e-03
    1.27466410e-01   3.32499802e-01   2.14825813e-02   3.89452614e-02
    2.58696735e-01   2.08317176e-01]
 [  5.77088285e-05   9.74607348e-01   6.49885042e-03   5.35861542e-03
    1.14809140e-03   3.04366898e-04   8.19084235e-04   2.74647726e-03
    7.61524169e-03   8.44130991e-04]
 [  1.96432520e-04   5.29997997e-05   2.29190215e-02   7.31801192e-05
    9.11485195e-01   2.11541163e-04   3.37588452e-02   3.02435248e-04
    6.76492183e-03   2.42355205e-02]
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 [  1.08890060e-06   2.91417415e-08   1.18870474e-07   3.73580369e-05
    7.27804306e-08   1.43350378e-04   8.11239409e-10   9.98714328e-01
    1.73064007e-04   9.30495211e-04]
 [  1.13921578e-06   1.59514802e-05   9.54429652e-06   1.24488404e-04
    9.25301135e-01   4.85639874e-04   6.63099636e-05   1.27619220e-04
    2.70214351e-03   7.11660758e-02]
 [  1.77713332e-03   1.39310202e-02   1.90383326e-02   8.93566906e-01
    1.06537587e-03   2.78710742e-02   5.21650771e-04   7.07460986e-03
    2.74075773e-02   7.74637051e-03]
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    1.13069996e-06   1.09023135e-03   2.76419189e-04   3.45436165e-05
    3.10376963e-05   2.12281361e-06]
 [  7.38100207e-04   2.95914768e-04   1.71406777e-03   9.75526631e-01
    1.33130970e-05   3.08223278e-03   1.85773752e-06   4.78369475e-04
    1.70556419e-02   1.09396211e-03]
 [  5.05608879e-02   7.47944927e-04   4.78590071e-01   1.44399172e-02
    4.43828329e-02   1.03971828e-02   6.92827553e-02   1.87836796e-01
    3.24872024e-02   1.11274429e-01]
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    1.22072129e-03   3.98654316e-04   1.28207123e-02   6.36134064e-05
    1.36651739e-03   3.53039155e-04]
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    2.74849124e-03   1.81669812e-03   5.05124889e-02   1.21143174e-04
    1.70348666e-03   2.71300116e-04]
 [  4.02724138e-04   1.55052476e-05   9.54367788e-05   2.72573496e-04
    1.48415351e-02   9.67274845e-01   7.98536465e-04   1.58023101e-03
    8.30227509e-03   6.41636923e-03]
 [  4.29150241e-04   4.15082206e-04   1.11324303e-02   1.32386923e-01
    1.19309593e-02   8.95423989e-04   2.74591323e-04   5.02208918e-02
    2.37658650e-01   5.54655910e-01]
 [  2.15647633e-05   7.24201454e-05   9.97170389e-01   9.47698427e-05
    2.29731915e-04   3.87323780e-05   2.04668986e-03   3.58195794e-05
    2.54167157e-04   3.56343953e-05]
 [  4.45256475e-04   6.43911818e-03   2.72633042e-03   2.73177493e-03
    6.04498982e-01   7.75573403e-03   3.14803887e-03   3.05643044e-02
    2.34324988e-02   3.18257958e-01]
 [  2.18255635e-04   2.43889372e-04   9.68052983e-01   8.44995584e-03
    2.96377460e-03   7.35854497e-04   1.33960312e-02   1.32738834e-03
    1.54115853e-03   3.07064154e-03]
 [  6.54619327e-03   2.88534071e-02   6.43286528e-03   1.46035589e-02
    1.45748019e-01   1.62155982e-02   3.94517416e-03   1.37038499e-01
    1.10347621e-01   5.30269027e-01]
 [  9.73626375e-01   4.61680507e-08   4.83519223e-04   2.00100796e-04
    2.86286649e-06   2.47925818e-02   7.25643476e-04   1.31966181e-05
    1.24603539e-04   3.10215655e-05]
 [  3.46586388e-03   3.57548270e-04   8.32355678e-01   1.09396745e-02
    3.78718711e-02   2.94598704e-03   1.76730733e-02   2.33971141e-02
    1.62998633e-03   6.93630651e-02]
 [  2.35832692e-03   3.04550522e-05   1.70325674e-02   7.85144344e-02
    5.72092131e-06   2.01606944e-01   2.24184536e-04   4.54333031e-06
    6.99971795e-01   2.51051795e-04]]
INFO:tensorflow:global_step/sec: 164.603
INFO:tensorflow:loss = 0.195341, step = 4901
INFO:tensorflow:probabilities = [[  1.02069054e-03   9.01872456e-01   2.92291958e-02   7.68926879e-03
    9.37628502e-04   1.55850756e-03   9.44977906e-03   1.69160112e-03
    4.50135693e-02   1.53743138e-03]
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    5.32217324e-03   1.90180726e-02   1.22955895e-03   5.55162597e-03
    5.57456672e-01   3.84604365e-01]
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    3.23359482e-02   1.94980465e-02   1.55285222e-03   4.88709845e-02
    6.54622763e-02   7.83670723e-01]
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    3.23033902e-08   9.51000606e-04   6.86643907e-05   6.39494090e-07
    1.01720841e-04   4.71248586e-06]
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    1.85547024e-03   6.35053875e-05]
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    1.56592634e-02   3.98519296e-05]
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    2.13949487e-01   8.18028674e-02]
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    7.18504116e-02   6.14632294e-02]
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    1.66715984e-06   8.70190320e-09]
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    6.20904939e-06   1.85472763e-03]
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    4.18146141e-02   9.55051946e-05   5.92359793e-05   2.26260405e-02
    1.57653936e-03   9.33455169e-01]
 [  7.11953617e-04   1.03131651e-05   3.44111650e-05   8.74351736e-06
    9.58370566e-01   9.81923193e-04   3.08826286e-02   2.42111436e-03
    3.79484659e-03   2.78352061e-03]
 [  1.06638348e-04   8.86085851e-04   9.89992321e-01   2.74460623e-03
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    3.17586586e-03   1.66809784e-07]
 [  2.17496345e-04   3.78653863e-06   9.99131739e-01   4.36841656e-04
    1.56030292e-05   8.04700812e-06   1.17639269e-04   1.83739248e-05
    3.83562801e-05   1.20092900e-05]
 [  2.09807695e-04   4.32609551e-04   3.46030021e-04   1.74475741e-02
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    1.49686926e-03   1.08743887e-02]
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    2.55919615e-04   3.19856408e-05]
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    2.90169078e-03   1.65263623e-01]
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    1.46483229e-02   2.80846059e-02]
 [  1.82932228e-04   9.85511839e-01   4.25554346e-03   2.90513970e-03
    8.55798862e-05   4.29864711e-04   1.21021573e-03   4.29644424e-04
    4.61817021e-03   3.71088710e-04]
 [  5.58814558e-04   1.39947385e-01   2.68591265e-03   5.98785460e-01
    2.78218207e-03   1.91970199e-01   1.52159610e-03   3.72070796e-03
    4.32213768e-02   1.48063079e-02]
 [  2.41186190e-03   1.52970770e-05   5.60438726e-04   2.08948026e-04
    3.18693754e-04   3.78965074e-03   9.90616262e-01   4.38974712e-06
    1.93729647e-03   1.37165611e-04]
 [  5.56833334e-02   2.78706716e-06   2.97498461e-02   2.37020943e-03
    2.89174542e-02   3.01861088e-03   1.35634588e-02   7.00929537e-02
    1.33187352e-02   7.83282578e-01]
 [  2.63160837e-05   3.12942793e-05   7.91652783e-05   8.20393034e-05
    1.74728781e-02   1.21160252e-02   1.09032619e-04   3.65749584e-04
    9.68093097e-01   1.62444660e-03]
 [  1.42506789e-04   1.83078973e-05   7.20564742e-03   1.77326356e-03
    2.85856932e-01   7.76361558e-04   2.11471505e-03   1.09855141e-02
    2.35048924e-02   6.67621791e-01]
 [  8.68696021e-04   1.29620435e-06   2.13591731e-04   5.52086509e-04
    2.74902800e-06   6.29154205e-01   9.19191225e-05   2.71001363e-06
    3.69074583e-01   3.82016005e-05]
 [  1.66222837e-03   8.63490350e-05   4.67852282e-04   7.50044361e-02
    1.93745791e-06   9.16187763e-01   2.22585310e-04   2.54669321e-05
    6.33228710e-03   9.21265382e-06]
 [  1.02332597e-05   4.71903240e-06   5.02941220e-05   5.04083605e-03
    2.45102387e-06   2.73531768e-05   1.66383032e-08   9.92969334e-01
    7.63376738e-05   1.81840744e-03]
 [  9.32270079e-04   6.98684926e-06   3.48729035e-03   1.60721229e-05
    1.17861724e-04   3.32235395e-05   9.94916677e-01   9.53650783e-07
    4.52096137e-04   3.65124906e-05]
 [  1.66361581e-03   4.35456224e-02   5.35001755e-02   3.56496982e-02
    2.45900708e-04   8.90985969e-03   1.09948637e-03   3.14459438e-03
    8.46580267e-01   5.66082634e-03]
 [  1.07376318e-05   5.19973810e-06   3.25488287e-07   1.94575958e-04
    7.19039090e-05   1.05301137e-04   6.43795062e-08   9.95323956e-01
    2.45964584e-05   4.26336844e-03]
 [  6.04499401e-05   1.07440633e-06   3.54939802e-05   9.47823064e-05
    2.76680953e-06   7.62093056e-04   2.85854389e-06   1.05119165e-04
    9.98798728e-01   1.36564646e-04]
 [  9.60678458e-01   1.40835450e-08   1.73299341e-04   7.64158729e-04
    5.12455784e-08   3.40934843e-02   3.67873363e-05   9.11732641e-05
    2.66714022e-03   1.49552955e-03]
 [  4.00503850e-05   2.84949019e-05   4.77302726e-03   1.23064237e-04
    3.70796956e-03   1.50733991e-04   9.90568697e-01   1.97911163e-06
    5.63280366e-04   4.27249106e-05]
 [  1.28788088e-04   3.05194908e-06   1.90249947e-03   9.90415812e-01
    1.28872034e-05   1.65042613e-04   3.49776224e-06   2.76562292e-04
    6.78886520e-03   3.03072942e-04]
 [  4.00398450e-04   2.48323613e-05   5.32223668e-04   1.44893347e-04
    9.79150116e-01   3.73221119e-04   1.42095871e-02   5.79728949e-05
    3.86547355e-04   4.72015841e-03]
 [  4.74541121e-05   6.40677490e-06   2.25886447e-06   4.41334123e-05
    4.36625257e-02   2.38173455e-03   1.46406660e-06   1.24029867e-01
    1.25324808e-03   8.28570843e-01]
 [  5.97804668e-04   2.68515614e-05   8.81345331e-05   2.36019567e-02
    6.00340754e-05   9.71151233e-01   6.03877881e-04   2.35762855e-04
    3.05388449e-03   5.80538530e-04]
 [  5.61653124e-03   4.16216732e-04   3.12745513e-04   2.01734304e-02
    2.00832670e-04   7.14336932e-02   7.04157064e-05   8.27526808e-01
    5.33940224e-03   6.89098909e-02]
 [  9.87179935e-01   1.24629810e-06   1.26188365e-03   7.64504875e-05
    5.87593320e-07   4.27815923e-03   6.79880101e-03   2.88775045e-05
    3.69554706e-04   4.50108382e-06]
 [  5.77390951e-04   8.12180758e-01   1.25560060e-03   3.02426089e-02
    2.16039899e-03   2.58656172e-03   4.19031770e-04   7.87545294e-02
    3.68633531e-02   3.49597856e-02]
 [  6.37856137e-05   6.30988856e-04   6.18749822e-04   1.39111439e-02
    6.51696026e-01   6.66516507e-03   4.51672589e-04   1.78758763e-02
    1.68767832e-02   2.91209757e-01]
 [  9.95771945e-01   4.13443585e-11   2.19288131e-06   2.00815502e-05
    4.27652844e-11   4.20037424e-03   2.99543984e-07   4.34920480e-07
    4.55019881e-06   1.03641923e-07]
 [  8.65732945e-05   6.46611670e-06   1.08381291e-05   1.87827354e-05
    8.96358073e-01   1.25035847e-04   1.95183966e-04   2.80338502e-03
    3.16437706e-03   9.72312689e-02]
 [  1.32203670e-04   1.07897677e-06   3.18100001e-06   2.76171044e-02
    7.52118067e-05   9.19835687e-01   1.76272879e-05   8.29942437e-05
    5.15744649e-02   6.60340709e-04]
 [  1.63124332e-05   5.06834340e-07   2.61752689e-06   1.70377069e-04
    7.58997601e-07   2.57344745e-05   5.84433613e-09   9.92853463e-01
    7.40525837e-04   6.18966529e-03]
 [  4.35109716e-04   7.24088913e-03   2.24247593e-02   2.00806782e-01
    2.65552253e-02   7.80923367e-02   3.12451907e-02   2.72696582e-03
    6.18658364e-01   1.18143884e-02]
 [  3.24150074e-06   4.15935392e-05   8.64855247e-06   5.85299742e-04
    1.27927324e-05   1.74720655e-04   3.37157729e-07   9.90388334e-01
    5.95488294e-04   8.18948541e-03]
 [  2.19597784e-03   4.00894824e-05   7.80370683e-05   6.77447259e-01
    6.48591731e-06   3.16618711e-01   2.35118176e-04   8.85836926e-06
    3.22857895e-03   1.40884222e-04]
 [  5.07066079e-06   6.36518525e-04   1.16275100e-03   4.79463983e-04
    1.47630900e-01   5.50115656e-05   8.43436360e-01   1.19417246e-05
    2.86284531e-03   3.71922459e-03]
 [  1.56634007e-04   8.59606138e-04   9.38778996e-01   4.46153395e-02
    2.15401058e-03   4.83288313e-04   6.22397382e-03   1.58333132e-05
    6.58481941e-03   1.27613908e-04]
 [  7.10932014e-04   5.35499603e-05   2.77828593e-02   1.76615631e-05
    4.54126013e-04   3.17323254e-03   9.66674924e-01   2.28790418e-06
    9.55737196e-04   1.74603367e-04]
 [  3.97212789e-05   3.04334867e-03   3.89657519e-03   1.06267020e-04
    2.62679020e-03   1.71644613e-04   9.88517046e-01   1.76107767e-06
    1.50257710e-03   9.43047853e-05]
 [  1.33664493e-04   2.41945909e-05   3.38330137e-05   5.65707975e-04
    5.68494536e-02   5.95294230e-04   4.98285881e-05   6.28903508e-02
    5.26382169e-03   8.73593867e-01]
 [  2.47153128e-03   1.40122560e-04   4.44591678e-05   2.99689267e-02
    2.03915988e-06   8.46925914e-01   2.84316616e-06   2.72007054e-03
    1.16853520e-01   8.70461110e-04]
 [  1.06523614e-02   6.95336257e-06   7.28465384e-05   2.40137316e-02
    6.43099629e-05   9.61962461e-01   4.49728104e-05   9.53771116e-04
    8.89796938e-04   1.33877364e-03]
 [  8.91241070e-04   1.27904641e-03   5.39221987e-03   1.71506088e-02
    9.86449013e-05   7.54291058e-01   1.82883978e-01   3.04165278e-05
    3.79294977e-02   5.32770864e-05]
 [  1.48632168e-03   7.85782576e-01   2.76221652e-02   1.16929105e-02
    2.07224325e-03   2.74849460e-02   9.81838852e-02   3.20264167e-04
    4.36761864e-02   1.67858601e-03]]
INFO:tensorflow:probabilities = [[  7.01694982e-04   9.94945185e-06   7.22973258e-04   1.20666318e-05
    9.45478857e-01   5.23887202e-03   4.48709950e-02   4.46387305e-04
    7.55543413e-04   1.76282087e-03]
 [  1.28819913e-04   9.80228126e-01   6.46435842e-03   7.27535831e-03
    1.01134086e-04   3.73552233e-04   4.99604794e-04   1.37254933e-03
    3.26919393e-03   2.87378381e-04]
 [  1.78452729e-06   2.03809691e-06   3.88265107e-06   6.51848750e-05
    4.01874672e-07   9.90674266e-07   2.94794820e-08   9.97102797e-01
    9.30695478e-06   2.81365518e-03]
 [  3.86319516e-05   1.27368985e-04   1.29489836e-05   7.21539604e-04
    5.69063015e-02   1.55422278e-03   1.71722459e-05   3.14148031e-02
    5.38683729e-04   9.08668339e-01]
 [  1.90916035e-04   9.98515588e-06   7.48742877e-06   2.18682762e-04
    2.51383055e-03   6.83290855e-05   2.36394180e-06   3.51571918e-01
    2.72112171e-04   6.45144463e-01]
 [  9.95651424e-01   5.02003878e-08   1.16499708e-04   2.03450370e-04
    6.43375841e-08   2.63869390e-03   5.92215547e-05   2.97745755e-05
    1.27172796e-03   2.89538621e-05]
 [  9.96664584e-01   6.53283205e-09   6.64752879e-05   1.53394038e-04
    1.70735191e-07   2.83449166e-03   3.90099012e-06   3.75432828e-05
    1.86083198e-04   5.33238999e-05]
 [  4.81289346e-04   2.59087392e-05   1.84262246e-02   1.33600682e-02
    1.06671534e-03   1.04625085e-02   2.27811188e-03   1.89074752e-04
    9.52358425e-01   1.35171460e-03]
 [  1.03385006e-04   4.17393176e-06   1.19921833e-06   1.07394480e-04
    2.66091356e-05   3.24102410e-04   8.16078369e-08   9.34710681e-01
    4.28558997e-04   6.42938465e-02]
 [  6.81786696e-05   9.14709381e-06   7.01958288e-06   1.65674428e-04
    3.80835736e-05   8.21521819e-01   8.06225362e-05   3.30300099e-05
    1.77902818e-01   1.73638051e-04]
 [  9.91676807e-01   6.90100155e-09   6.93183529e-06   2.23456256e-04
    5.48696676e-07   7.15286843e-03   1.35055154e-06   3.61228216e-04
    1.16829680e-04   4.60036768e-04]
 [  3.74878391e-06   1.43175959e-04   2.10322323e-05   2.53329892e-03
    4.87412535e-06   1.07607557e-04   7.96822377e-08   9.78783488e-01
    8.59796302e-04   1.75428465e-02]
 [  4.37824754e-03   2.51394122e-05   2.52932019e-04   4.10394929e-03
    5.34788519e-03   4.61199041e-03   4.17338233e-05   2.72402287e-01
    4.51594451e-03   7.04319835e-01]
 [  6.95821582e-05   2.07595403e-05   5.77833154e-04   9.44021849e-06
    1.14760606e-03   6.03444096e-05   9.97556329e-01   5.87513910e-07
    5.38418943e-04   1.90397459e-05]
 [  9.34819996e-01   5.07711547e-07   6.26158668e-03   8.39125086e-03
    8.98990677e-08   3.72017883e-02   2.44551702e-05   7.81741645e-03
    5.35577256e-03   1.27166655e-04]
 [  2.34468072e-03   2.15753098e-03   4.71465406e-04   4.17852192e-04
    9.06353889e-05   1.47158336e-02   2.88667303e-04   6.13475917e-04
    9.71632421e-01   7.26744253e-03]
 [  2.85866379e-04   9.78263676e-01   2.47920700e-03   7.91159272e-03
    2.57040520e-04   8.84066976e-04   4.49086772e-04   2.89642531e-03
    4.69260104e-03   1.88050023e-03]
 [  2.46356166e-07   1.36551970e-08   4.87556662e-08   6.42316036e-06
    1.94499739e-06   1.55121288e-05   7.02495173e-09   9.99428451e-01
    6.42187433e-06   5.40868612e-04]
 [  3.17294733e-03   1.93428772e-04   9.18673277e-01   5.20505011e-02
    9.17912132e-07   4.66132653e-04   1.69049308e-04   7.80167538e-05
    2.51934174e-02   2.32539469e-06]
 [  2.27243290e-03   2.25572847e-03   5.04411617e-03   1.02941087e-03
    8.66844356e-01   3.48758884e-02   3.16535905e-02   1.67179061e-03
    3.95162627e-02   1.48365144e-02]
 [  2.05459713e-04   1.24538608e-04   5.19014616e-03   9.77141026e-05
    2.81628110e-02   1.64072402e-02   9.43460047e-01   2.31745198e-05
    5.89399925e-03   4.34947055e-04]
 [  9.77920413e-01   1.66261889e-05   1.50538166e-04   3.34788742e-03
    4.08690903e-05   1.08815702e-02   1.11211062e-04   3.63659696e-03
    1.60457019e-03   2.28964258e-03]
 [  9.64931620e-04   2.67705240e-04   9.63791311e-01   1.05934972e-02
    4.18297604e-05   1.64115350e-04   5.49455290e-04   1.18214171e-02
    1.13265999e-02   4.79259150e-04]
 [  1.95199565e-03   1.45191476e-02   5.57215139e-02   1.35583309e-02
    4.78802569e-04   9.27894842e-03   3.46887521e-02   3.07638082e-04
    8.69123340e-01   3.71550152e-04]
 [  4.05085972e-04   9.26917374e-01   3.23759355e-02   3.36733763e-03
    6.70130551e-03   1.76125765e-03   3.38037824e-03   7.50801992e-03
    1.46845048e-02   2.89891055e-03]
 [  6.96148199e-04   2.92610042e-02   5.14825573e-04   8.31312779e-03
    2.20357645e-02   1.69196539e-02   3.55743105e-04   9.30654928e-02
    5.81451580e-02   7.70693064e-01]
 [  8.86652153e-04   7.24142909e-01   7.62308063e-03   2.09855046e-02
    5.62269473e-03   7.90020898e-02   1.25657767e-02   2.38445438e-02
    1.18578307e-01   6.74856640e-03]
 [  9.93411601e-01   3.48717677e-08   6.46866174e-05   1.82491948e-03
    4.86976148e-07   3.75428214e-03   4.03903186e-06   1.01480713e-04
    4.92396357e-04   3.46187182e-04]
 [  4.69269231e-03   6.86543558e-07   1.43589511e-06   1.07327294e-04
    3.10388277e-04   3.07758544e-02   5.56420446e-06   9.33528423e-01
    2.27721012e-03   2.83003952e-02]
 [  1.77023781e-03   3.57932900e-03   7.55837560e-01   6.14813827e-02
    1.61000287e-07   1.33895636e-01   3.20638693e-03   4.17204574e-04
    3.98110114e-02   9.68414838e-07]
 [  2.23755790e-03   1.61413045e-04   9.74641383e-01   5.66971535e-03
    5.07794414e-03   2.30475562e-04   8.98551941e-03   1.51740888e-03
    4.30051150e-04   1.04856573e-03]
 [  1.07476646e-02   8.39211745e-04   5.26201120e-03   5.91750503e-01
    4.41629393e-03   6.43894151e-02   5.64623158e-04   1.07955756e-02
    8.45189467e-02   2.26715773e-01]
 [  1.90773420e-02   1.87585875e-02   1.54493945e-02   3.87013983e-03
    3.25931376e-03   8.94437551e-01   2.58649583e-03   1.65076759e-02
    2.23437995e-02   3.70973325e-03]
 [  4.01147315e-03   1.36394182e-03   5.91573864e-02   1.61113795e-02
    2.27624521e-04   2.53203940e-02   6.08528848e-04   1.39526110e-02
    8.70989799e-01   8.25689081e-03]
 [  9.57908332e-01   2.83055044e-07   1.08138745e-04   4.86392644e-04
    3.46302113e-06   4.03335430e-02   9.08422866e-04   5.55453926e-06
    2.43017203e-04   3.13191936e-06]
 [  1.21264625e-03   7.84648024e-03   2.86623091e-03   9.06801596e-02
    4.80018170e-05   1.50323682e-03   8.10464917e-06   2.34950900e-01
    6.37280762e-01   2.36035138e-02]
 [  4.92937833e-01   2.29246069e-07   5.96574755e-05   1.88805652e-03
    7.03286554e-04   1.46798119e-02   5.56378109e-05   9.18273106e-02
    4.66958107e-03   3.93178642e-01]
 [  8.65852417e-05   5.48738055e-04   3.38066434e-06   2.09536403e-03
    1.77674964e-02   7.45612942e-03   5.55131237e-06   8.26420933e-02
    2.58780946e-03   8.86806786e-01]
 [  4.67473179e-01   5.19707373e-06   6.19955733e-03   2.58026458e-03
    2.38574954e-04   4.13959436e-02   3.97040218e-01   1.14303583e-03
    8.37753713e-02   1.48713894e-04]
 [  6.19715487e-04   4.67540895e-06   6.83839025e-04   1.79759791e-05
    1.09936274e-03   2.07103149e-04   9.97038007e-01   2.36443071e-07
    3.21501138e-04   7.64363995e-06]
 [  2.21992013e-04   2.05426171e-04   5.79616812e-04   1.22110054e-01
    5.63777212e-05   7.50994742e-01   2.27401461e-02   1.99317697e-06
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    2.80307606e-02   7.83301890e-03]
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    6.05162144e-01   1.90850273e-01]
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    1.08622685e-02   3.33429268e-03   9.38473165e-01   5.07219520e-04
    6.95564784e-03   2.07116944e-03]
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    1.40057802e-01   4.21385378e-01]
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    2.02150673e-01   1.76804222e-03]
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    5.00378944e-03   9.80075717e-01]
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    9.46707666e-01   6.61269994e-04   3.19068000e-04   3.91206145e-02
    6.99270691e-04   1.19951349e-02]
 [  2.60171422e-04   7.89354920e-01   7.65143633e-02   8.37302953e-03
    4.50206269e-03   1.83804450e-03   3.96989211e-02   1.82662066e-03
    7.73787498e-02   2.53093167e-04]
 [  3.80786628e-06   9.57412522e-06   1.46195089e-04   9.96787190e-01
    6.81827999e-07   1.11859466e-03   9.29779915e-08   5.02480470e-05
    1.81657274e-03   6.68626817e-05]
 [  4.68504695e-05   4.63507749e-05   1.55319485e-05   2.22618785e-03
    4.06212303e-06   2.43785165e-04   1.77775320e-07   9.77569640e-01
    2.44789524e-04   1.96026322e-02]
 [  2.17034139e-05   1.23376507e-04   2.89031072e-04   2.45142099e-03
    2.52463459e-03   1.17849238e-04   2.13223375e-05   9.73549306e-01
    1.63299585e-04   2.07380764e-02]
 [  7.50334526e-04   4.21682927e-07   3.01462109e-03   6.80361292e-04
    9.61584330e-01   2.22302554e-03   9.23410465e-04   9.44134127e-03
    3.96629889e-03   1.74158122e-02]
 [  9.33291435e-01   2.24324879e-07   4.89894040e-02   1.52203655e-02
    1.49039988e-06   2.72110374e-05   9.58888704e-05   3.34841170e-04
    7.18397787e-05   1.96726527e-03]
 [  1.79595241e-04   2.97997371e-06   7.29354579e-05   1.93058571e-03
    7.85849802e-03   4.60439478e-04   2.27132623e-05   2.29135528e-01
    1.58057921e-03   7.58756161e-01]
 [  4.49117981e-02   3.14818666e-04   8.91643107e-01   1.84971956e-03
    1.20705925e-02   6.85165927e-04   1.96459945e-02   9.92196612e-03
    2.08545523e-03   1.68713778e-02]
 [  1.72165732e-04   3.77047468e-06   1.55639980e-04   2.78893480e-04
    2.00304839e-05   8.84775724e-03   9.37189470e-05   3.25114932e-04
    9.89422143e-01   6.80811121e-04]]
INFO:tensorflow:global_step/sec: 159.002
INFO:tensorflow:loss = 0.312824, step = 5001
INFO:tensorflow:probabilities = [[  9.81188132e-05   3.09729629e-08   4.06065055e-07   6.48211644e-05
    1.02880804e-04   9.17969330e-04   4.49764599e-07   9.91240561e-01
    1.10903507e-04   7.46375322e-03]
 [  9.98603761e-01   1.79779136e-10   1.80634415e-05   1.40113407e-04
    6.57834343e-10   1.20886660e-03   3.50540313e-06   1.98445050e-05
    1.00310490e-06   4.86330919e-06]
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    2.15558382e-03   7.69050885e-03   9.71362531e-01   9.22957426e-08
    3.55177140e-03   2.70950368e-05]
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    4.26563820e-05   8.55672896e-01   1.92083954e-03   2.30252801e-04
    7.67155504e-03   9.76854935e-05]
 [  4.63330041e-04   3.63247842e-02   2.17431749e-04   9.41185877e-02
    2.33287681e-02   6.33025616e-02   9.48770554e-04   6.15593605e-02
    3.88050415e-02   6.80931330e-01]
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    4.29777019e-02   3.61180753e-02]
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    1.57698933e-02   7.70784840e-02]
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    3.16008180e-02   1.98609094e-04]
 [  6.69234782e-04   1.40000850e-01   2.19190377e-03   4.98618186e-03
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    8.28682244e-01   3.38067650e-04]
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    9.72365856e-01   1.57187711e-02]
 [  2.24738363e-02   1.39465198e-01   1.24031901e-01   3.44889790e-01
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    2.60267735e-01   3.54947820e-02]
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    7.78345391e-02   2.15464784e-03]
 [  1.20396633e-03   3.04692565e-03   1.18789147e-04   2.40502367e-03
    3.46125476e-02   7.28608072e-02   7.00100791e-04   3.02128315e-01
    1.31719559e-01   4.51204002e-01]
 [  1.42533425e-03   7.76319532e-04   7.61783542e-03   1.30595654e-04
    1.10308488e-03   1.24425313e-03   9.86562848e-01   1.19747683e-05
    9.84232640e-04   1.43452198e-04]
 [  4.88656049e-04   1.79992290e-03   9.56522346e-01   5.37418714e-03
    9.91622801e-06   4.23468417e-04   3.40042956e-04   4.34915273e-04
    3.45566534e-02   4.97777146e-05]
 [  5.86236001e-06   1.44713383e-07   1.51012835e-04   1.29611544e-05
    9.95587230e-01   4.88544210e-05   2.89861164e-05   2.86902359e-04
    5.76751423e-04   3.30128288e-03]
 [  6.97447860e-04   8.99008865e-06   2.49006516e-05   1.26747633e-04
    9.15499641e-06   5.26478104e-02   5.89154979e-06   2.80909353e-05
    9.45065022e-01   1.38598157e-03]
 [  4.03809883e-02   3.75920819e-04   4.80087008e-04   2.10081181e-03
    5.16146829e-04   4.79270481e-02   1.35306397e-03   4.61790264e-02
    8.02335083e-01   5.83518669e-02]
 [  2.98748055e-05   1.65386718e-05   9.99389052e-01   1.37896859e-04
    7.75880289e-06   5.14116437e-06   2.68537289e-04   4.63923783e-07
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    6.43258542e-03   7.52900494e-03   9.62806735e-06   1.99129447e-01
    2.43866723e-03   7.66873538e-01]
 [  1.03049548e-02   1.42955528e-07   7.00015128e-02   6.59701545e-05
    6.58082281e-05   4.23784717e-04   9.18955088e-01   7.13966947e-05
    3.03623256e-05   8.09502162e-05]]
INFO:tensorflow:probabilities = [[  1.50152962e-04   9.58818734e-01   1.18054508e-03   1.99225340e-02
    1.57673087e-04   4.77122609e-04   2.95575854e-04   5.23152854e-03
    8.43519811e-03   5.33106504e-03]
 [  1.44683298e-07   2.23758235e-07   9.99868035e-01   8.22418315e-06
    3.04334797e-08   1.40575915e-08   1.21081219e-04   3.31429035e-08
    2.14291777e-06   6.40460200e-08]
 [  5.30281650e-05   1.11585083e-04   1.47361716e-04   9.71786794e-05
    2.35540536e-03   1.95757635e-02   9.76176739e-01   4.84040577e-08
    1.47032121e-03   1.26257810e-05]
 [  8.32950464e-04   9.45534170e-01   5.16397459e-03   2.31952872e-02
    1.03858835e-03   1.13510946e-03   1.26770057e-03   1.46309258e-02
    2.61896499e-03   4.58240742e-03]
 [  1.85557670e-04   1.54096372e-02   2.10028302e-04   2.28924006e-02
    4.56269942e-02   8.12206883e-03   2.48488825e-04   7.94330463e-02
    4.25838009e-02   7.85287976e-01]
 [  8.35861953e-04   5.83804818e-03   1.33782383e-02   2.45604524e-03
    3.20456875e-03   1.86644110e-03   9.55708504e-01   6.50651564e-05
    1.58961657e-02   7.51043495e-04]
 [  1.91848914e-04   9.88933444e-01   1.08517311e-03   3.91179416e-03
    1.37393959e-04   2.80657376e-04   5.83355199e-04   2.11893208e-03
    2.27153464e-03   4.85899975e-04]
 [  1.94559129e-06   3.17655009e-04   9.84856844e-01   1.46713350e-02
    1.16006461e-07   1.19392223e-06   4.27178884e-06   3.69764239e-05
    1.09235989e-04   5.90351021e-07]
 [  5.13116129e-06   6.44123566e-06   1.58922085e-05   2.55392151e-05
    9.66310382e-01   1.19291421e-04   1.16584112e-03   9.61535703e-03
    1.06511191e-02   1.20849516e-02]
 [  9.46216926e-04   4.82678515e-05   6.76077267e-04   1.88887454e-04
    9.08198308e-06   2.45436770e-03   2.30274986e-06   9.78288174e-01
    3.08185513e-03   1.43046957e-02]
 [  3.77457654e-05   4.40557642e-07   1.33009366e-04   1.04403125e-06
    1.32320987e-04   1.81917349e-05   9.99568880e-01   1.87289501e-07
    1.04525679e-04   3.57595945e-06]
 [  3.07996124e-05   1.68188467e-06   7.98372002e-06   4.23549023e-03
    7.11619123e-07   1.41487428e-04   3.13089998e-08   9.95379329e-01
    1.83491356e-05   1.84151839e-04]
 [  4.28334082e-04   3.65391788e-05   1.32198986e-02   2.12763887e-04
    8.42198849e-01   9.11565439e-04   2.31875498e-02   1.60548394e-03
    6.64895109e-04   1.17534019e-01]
 [  3.66033237e-05   6.81923780e-08   9.58019984e-04   2.35107946e-05
    8.82823952e-04   6.58334407e-04   9.95301485e-01   6.77370167e-07
    2.07813946e-03   6.02204746e-05]
 [  1.11966683e-02   3.79988429e-04   5.54560509e-04   1.66350618e-01
    2.11608305e-04   7.80644774e-01   2.42224266e-03   4.14314272e-04
    3.53884660e-02   2.43678270e-03]
 [  1.21497735e-02   2.30019359e-05   3.35645187e-03   8.93912744e-04
    6.87804282e-01   2.10652724e-02   2.15778947e-02   4.20527123e-02
    3.50878481e-03   2.07567856e-01]
 [  1.49055675e-03   8.48974645e-01   8.26648623e-03   1.80190001e-02
    1.30365987e-03   8.54022577e-02   9.24987951e-04   6.09210227e-03
    2.89055333e-02   6.20776613e-04]
 [  9.16069723e-07   1.34914592e-06   9.99325156e-01   1.21286339e-05
    3.33368092e-07   6.22975222e-07   6.51989249e-04   1.05784137e-08
    7.53593440e-06   2.74771246e-08]
 [  1.52984343e-04   7.29371561e-03   4.14771290e-04   6.02262851e-04
    1.39214499e-02   3.17674875e-02   3.15800105e-04   2.58123539e-02
    8.53631079e-01   6.60881177e-02]
 [  2.74588160e-06   2.35522094e-07   3.37080422e-07   8.14835767e-06
    9.82871771e-01   1.14068727e-03   9.75526564e-06   1.21056382e-03
    8.00103007e-05   1.46757411e-02]
 [  1.86991144e-03   1.61774457e-01   4.66748416e-01   1.65557951e-01
    2.31515660e-04   5.14155300e-03   6.52264943e-03   4.45484221e-02
    1.46054938e-01   1.55029888e-03]
 [  1.40230707e-03   5.99026773e-03   1.03356061e-03   7.22971618e-01
    2.54507232e-02   9.46388580e-03   3.57008949e-02   3.95062193e-03
    3.96562852e-02   1.54379800e-01]
 [  1.07162967e-02   2.77500221e-04   2.36156452e-02   3.78857367e-02
    4.90147248e-02   4.93912786e-01   2.18287438e-01   1.11834182e-04
    1.48256376e-01   1.79216657e-02]
 [  5.91401949e-05   1.07196911e-05   1.13607179e-02   1.65642574e-04
    1.08409330e-01   7.83180731e-05   8.76824021e-01   3.55999393e-04
    2.52374355e-03   2.12267187e-04]
 [  3.81911304e-05   1.95535131e-06   3.31712363e-06   9.31715022e-06
    9.92930412e-01   1.47569939e-04   3.93801565e-05   1.29764492e-04
    3.43395164e-04   6.35663280e-03]
 [  1.24850078e-04   1.41789260e-05   9.97069597e-01   1.57618022e-03
    7.70795225e-07   4.29730153e-06   1.16350933e-03   3.60626768e-06
    4.10713801e-05   1.89339949e-06]
 [  9.27861929e-02   5.93759160e-06   2.53594098e-05   3.06710205e-03
    2.25480599e-03   9.92970020e-02   8.35097453e-05   6.81744039e-01
    1.21338456e-03   1.19522713e-01]
 [  9.46742657e-04   9.28942487e-03   6.35520834e-03   4.15795977e-04
    2.02335161e-03   1.29254453e-03   2.96300091e-03   2.48116720e-03
    9.70946729e-01   3.28604551e-03]
 [  9.99369919e-01   2.45520198e-07   4.75369234e-06   1.20140548e-05
    2.22685301e-08   5.48448006e-04   4.69745686e-07   7.07839627e-06
    4.21717086e-05   1.49321968e-05]
 [  9.43772029e-04   2.85024726e-06   9.22908485e-01   1.58582453e-03
    2.66644228e-02   1.73669010e-02   1.56176677e-02   9.88015199e-06
    1.37615204e-02   1.13874895e-03]
 [  6.24725886e-04   9.49604213e-01   8.83152429e-03   2.13082833e-03
    1.68867211e-03   4.49987827e-03   9.96022113e-03   1.34962751e-03
    1.96239855e-02   1.68637710e-03]
 [  1.16325647e-03   6.59103915e-02   2.12136074e-03   4.18526027e-03
    2.54535861e-02   3.82001721e-03   4.95362096e-03   3.28209205e-03
    6.09756351e-01   2.79354095e-01]
 [  1.58347609e-03   3.26539972e-04   9.63260949e-01   1.46174124e-02
    2.33114362e-04   1.48606079e-03   3.26765841e-03   1.91544445e-04
    1.42686469e-02   7.64778059e-04]
 [  2.27924429e-05   4.76313010e-02   1.21770129e-02   9.07075405e-01
    2.43894556e-06   3.53331887e-03   4.81003590e-05   4.61388379e-03
    2.43327376e-02   5.63053414e-04]
 [  5.18876128e-04   1.63165620e-04   4.16983012e-03   1.02965673e-03
    6.07199743e-02   3.15310643e-03   5.38376742e-04   2.28742193e-02
    9.69428010e-03   8.97138536e-01]
 [  7.89053272e-04   4.71252406e-06   9.57000611e-06   6.93791604e-04
    1.35661615e-03   1.39547209e-03   3.80858069e-06   8.41774881e-01
    4.40175383e-04   1.53531894e-01]
 [  1.81353241e-02   8.28249729e-04   1.84314232e-03   4.02299762e-01
    1.82411065e-06   1.09277631e-03   3.44188375e-05   5.90224797e-03
    5.67492425e-01   2.36980268e-03]
 [  5.01327973e-04   2.82537937e-03   1.37687428e-04   5.36590107e-02
    5.70551073e-03   1.00693010e-01   1.39911703e-04   3.49339396e-02
    2.81721093e-02   7.73232102e-01]
 [  1.20316539e-02   1.99289680e-05   7.28868227e-03   2.40451051e-03
    3.73646803e-03   1.98706402e-03   1.88393123e-03   9.89093333e-02
    4.26836265e-03   8.67470026e-01]
 [  1.90554820e-05   3.08758558e-06   1.38789585e-06   9.35346528e-04
    1.66075006e-06   1.17064090e-04   1.33678357e-08   9.84196723e-01
    1.60275285e-05   1.47096096e-02]
 [  5.23088872e-03   2.78702821e-03   3.10090324e-03   8.87191296e-03
    2.86985026e-03   3.23271938e-02   2.49493890e-03   1.41845527e-03
    9.11280632e-01   2.96181645e-02]
 [  5.26135385e-01   6.57903147e-05   2.03293585e-03   2.38457927e-03
    7.04730721e-03   7.82127008e-02   2.92944722e-03   3.21902782e-02
    5.30579537e-02   2.95943677e-01]
 [  9.05400066e-06   1.88065140e-04   8.78637074e-05   1.45950983e-03
    2.17544930e-05   1.30868983e-04   3.05252399e-07   9.90628421e-01
    4.05157334e-04   7.06900144e-03]
 [  1.50024192e-04   1.49539032e-03   1.94644136e-03   2.65945797e-03
    8.72802317e-01   3.32055683e-03   1.04284864e-02   1.24606828e-03
    1.21992780e-02   9.37520340e-02]
 [  2.99495063e-04   2.74449712e-06   1.12982083e-03   7.06790797e-06
    1.41429497e-04   8.50852928e-04   9.97453392e-01   6.56923987e-07
    1.08159620e-04   6.32291403e-06]
 [  5.63192181e-03   6.20621955e-03   1.47922616e-02   2.39717145e-03
    5.06675104e-03   4.29024780e-03   7.71253742e-03   9.04386688e-04
    9.38414335e-01   1.45840542e-02]
 [  1.97998215e-05   2.39329734e-06   9.99118507e-01   6.61909406e-04
    5.70475258e-08   7.30786633e-05   6.56464981e-05   1.49155467e-05
    4.30924811e-05   6.95439951e-07]
 [  1.43406927e-04   1.28691854e-05   1.63166749e-06   5.41140139e-03
    1.85273511e-05   9.90624487e-01   4.90114780e-06   9.41664039e-05
    3.33953043e-03   3.49073089e-04]
 [  9.95664418e-01   2.71792561e-10   3.42144403e-07   5.05055650e-05
    9.57293125e-08   4.16054903e-03   2.16405424e-05   1.54936387e-07
    1.01518584e-04   7.85037571e-07]
 [  1.39058370e-03   3.74395866e-03   2.20023358e-04   1.02945222e-02
    2.47935411e-02   5.37503371e-03   2.48620578e-04   8.37984830e-02
    8.18908773e-03   8.61946106e-01]
 [  9.98655558e-01   3.77109854e-09   1.82884578e-05   7.33945635e-05
    1.48661130e-07   9.75347240e-04   1.46194347e-04   4.66715346e-06
    1.16589530e-04   9.78760272e-06]
 [  4.15512710e-04   9.85029876e-01   4.99699870e-03   2.20935838e-03
    5.24198149e-05   1.44860300e-04   1.09657389e-03   7.45040365e-04
    5.20241354e-03   1.06887681e-04]
 [  5.96081780e-04   9.54582214e-01   4.59169224e-03   9.73583723e-04
    4.32243338e-04   1.04381412e-03   1.79590546e-02   6.98889562e-05
    1.93823352e-02   3.69081972e-04]
 [  6.86677004e-06   1.08213811e-07   9.98937309e-01   5.69869182e-04
    8.06712741e-09   1.39921212e-05   3.55478202e-04   2.53176751e-08
    1.16476484e-04   8.28093760e-10]
 [  9.99449074e-01   6.23122318e-08   6.04083070e-05   1.20845534e-05
    5.36925290e-06   8.02551513e-05   3.39913095e-04   1.72989367e-05
    5.81669110e-06   2.96594808e-05]
 [  1.94585677e-02   8.31700338e-04   2.82713940e-04   5.97517611e-03
    8.60992353e-03   4.48663414e-01   5.44907700e-04   6.72173351e-02
    7.27175027e-02   3.75698686e-01]
 [  1.59997015e-07   1.35012684e-07   9.99933958e-01   9.37012555e-06
    4.98784118e-07   1.82475315e-08   4.42671444e-05   1.99889598e-08
    1.16678611e-05   4.14029557e-08]
 [  2.35031918e-03   3.84037776e-06   3.11289070e-04   9.54675853e-01
    3.08115453e-08   1.01999063e-02   3.97332087e-07   3.21256854e-02
    2.67476164e-04   6.53085663e-05]
 [  5.31982601e-01   3.72314707e-06   1.97604895e-01   1.10557703e-04
    3.04649468e-03   3.97875346e-02   1.95037082e-01   1.17542921e-02
    8.79809819e-03   1.18747531e-02]
 [  3.11048534e-05   5.81286940e-07   9.99382615e-01   2.85318121e-04
    7.62361833e-06   8.90683339e-07   2.67400930e-04   5.22274877e-06
    1.31734869e-05   5.92613605e-06]
 [  2.36568209e-02   1.99852278e-04   1.28782447e-02   1.43036013e-02
    2.83810426e-03   2.52874382e-03   9.15128410e-01   3.00690226e-05
    2.64477469e-02   1.98826101e-03]
 [  3.26403533e-04   5.39914217e-05   2.95664562e-04   5.28209319e-04
    1.57284492e-04   2.20587081e-03   2.75119906e-04   2.80688005e-03
    9.62130606e-01   3.12199704e-02]
 [  9.76914465e-01   1.13264342e-07   3.84204584e-04   8.22820468e-04
    1.87343176e-05   2.04991698e-02   4.49507032e-04   1.64069847e-04
    5.84226043e-04   1.62714656e-04]
 [  2.27780751e-04   3.27928910e-06   9.98334348e-01   1.26074778e-03
    7.08588530e-08   1.33449561e-07   1.55881469e-04   1.13229692e-06
    1.60816708e-05   3.17721856e-07]
 [  2.02155687e-04   5.61692423e-06   4.80719516e-03   4.61128147e-05
    1.46280369e-03   1.40011398e-04   9.92639303e-01   3.27210159e-06
    6.17441197e-04   7.61146002e-05]
 [  2.73004384e-03   5.32852821e-02   4.62234989e-02   1.29738301e-02
    1.60940771e-03   1.05244936e-02   5.04840426e-02   3.49540934e-02
    7.65873373e-01   2.13418938e-02]
 [  1.85597673e-06   1.00435578e-07   1.96814253e-05   8.51104687e-06
    9.98611689e-01   5.79468615e-05   3.16686579e-04   3.90600071e-05
    1.95909102e-04   7.48490274e-04]
 [  4.10063905e-07   1.31351283e-06   9.98964190e-01   9.59649507e-04
    1.15511056e-09   1.81379164e-07   5.57515136e-07   1.28429662e-07
    7.35578287e-05   2.99924636e-08]
 [  8.95784888e-03   5.09672973e-05   3.25488554e-06   1.33646186e-03
    2.35345051e-05   9.87759411e-01   1.99743317e-05   2.42980641e-05
    1.30481308e-03   5.19534573e-04]
 [  3.27779562e-04   2.83598661e-01   2.64713876e-02   2.92876959e-01
    7.86594814e-04   1.56099908e-02   9.96892224e-04   2.46883165e-02
    3.06041658e-01   4.86016944e-02]
 [  9.97003853e-01   1.58700182e-08   4.37789131e-05   6.20881838e-05
    7.92399888e-08   2.30197934e-03   2.14394997e-04   1.22749088e-05
    3.31845891e-04   2.98670420e-05]
 [  1.58973289e-05   7.06067294e-05   5.54815915e-06   4.55557529e-05
    9.62961495e-01   1.65180152e-03   3.10518837e-04   1.60549360e-03
    5.66651626e-03   2.76666451e-02]
 [  8.01319722e-04   2.18175072e-02   8.94807559e-03   6.30839379e-04
    7.10618740e-04   4.40948689e-03   9.48693395e-01   3.89217621e-06
    1.35618532e-02   4.22932586e-04]
 [  1.16125718e-02   4.66066927e-01   1.11679435e-02   6.75565302e-02
    7.58170325e-04   2.25564510e-01   2.00723317e-02   2.06771959e-02
    1.65978178e-01   1.05455834e-02]
 [  9.98750091e-01   9.81304898e-11   8.57718638e-04   1.22852929e-04
    1.26818500e-09   9.61417682e-05   1.50609980e-04   1.50987262e-05
    5.28799865e-06   2.17083425e-06]
 [  9.73168702e-04   8.80092289e-03   4.73394088e-04   1.52474595e-03
    6.05958343e-01   3.91046330e-02   5.02331229e-03   9.98348966e-02
    6.39460534e-02   1.74360543e-01]
 [  8.69198322e-01   1.44465448e-05   4.60655279e-02   1.06325541e-02
    1.53524179e-05   1.25845829e-02   2.82526773e-04   8.75779835e-04
    5.58930859e-02   4.43793181e-03]
 [  6.41470822e-03   4.20625880e-02   2.72136591e-02   2.51452867e-02
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    5.81565488e-04   1.97855697e-04   5.85488230e-03   7.96403736e-02
    1.64810140e-02   3.35878343e-04]
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    1.32860718e-04   6.24713139e-05   1.53119387e-07   8.98584664e-01
    3.61202256e-05   1.00933127e-01]
 [  7.78836429e-01   5.19549894e-06   1.81316622e-02   4.77587664e-03
    1.99190599e-05   1.80551365e-01   1.08865220e-02   7.42628530e-04
    6.04067463e-03   9.70700603e-06]
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    9.12298821e-03   5.10340382e-04]
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    7.85738739e-05   1.08900622e-07]
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    1.67155871e-03   4.13141074e-03]
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    2.64685303e-02   1.10854059e-02]
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    2.59761233e-03   1.79870788e-03   9.84965205e-01   2.09204882e-06
    7.61926733e-03   9.57610682e-05]
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    5.16699394e-03   1.50504115e-03   7.02266470e-02   5.09875717e-05
    1.25964601e-02   1.36784662e-03]
 [  2.97507620e-04   1.06488841e-07   2.76209704e-07   1.53084227e-03
    4.02813475e-06   9.97059107e-01   1.37810484e-05   9.23401217e-07
    1.07310899e-03   2.03500222e-05]
 [  9.89344771e-05   7.95529559e-07   4.64994722e-04   9.99025226e-01
    4.50865230e-07   1.90209146e-04   4.19544813e-06   1.19087633e-06
    2.09340637e-04   4.67374139e-06]
 [  1.71757233e-03   3.32522031e-05   7.61533855e-04   1.90607079e-05
    9.04423237e-01   6.13284856e-03   4.87497402e-03   5.63629088e-04
    7.67992856e-03   7.37938732e-02]
 [  7.70310144e-05   1.75439368e-03   7.68346072e-05   4.47778404e-03
    8.35820585e-02   3.21981672e-04   7.94014632e-05   4.55579087e-02
    2.02720589e-03   8.62045348e-01]
 [  1.23024322e-04   1.00357965e-05   4.11682762e-04   4.13926318e-05
    9.69235599e-01   4.30100554e-05   1.61233675e-02   5.32066042e-04
    7.31020991e-04   1.27487527e-02]
 [  1.25592385e-04   2.53551698e-04   1.78266666e-03   2.06797291e-03
    4.04804479e-03   8.80020708e-02   9.98946838e-03   4.83091098e-05
    8.80162597e-01   1.35197276e-02]
 [  9.96206045e-01   5.35355866e-07   1.52436360e-05   2.29698606e-03
    3.24843541e-07   3.56747594e-04   9.84174949e-06   3.44753644e-05
    9.81557067e-04   9.82666461e-05]
 [  3.14660829e-05   9.90321219e-01   4.44516918e-04   5.91516087e-04
    3.20348372e-05   4.01961333e-05   1.41938147e-03   1.54526657e-04
    6.88620517e-03   7.90401828e-05]]
INFO:tensorflow:global_step/sec: 163.484
INFO:tensorflow:loss = 0.31096, step = 5101
INFO:tensorflow:probabilities = [[  6.74785078e-01   5.69818949e-04   2.36278977e-02   3.82768400e-02
    7.81682655e-02   9.86594409e-02   6.92541013e-03   1.24170147e-02
    1.09215453e-02   5.56488410e-02]
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    1.12315724e-02   1.71352678e-03]
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    4.64654004e-05   2.46207602e-03]
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    1.55069111e-02   4.77120513e-03]
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    8.24604213e-01   1.99960228e-02]
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    3.61928437e-03   1.70811654e-05]
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    1.51818451e-02   3.47782066e-03]
 [  1.20475597e-04   9.86276031e-01   3.99946049e-03   2.62855343e-03
    1.18172880e-04   2.40297290e-04   8.17291220e-05   2.27746181e-03
    3.37458565e-03   8.83091765e-04]
 [  5.82282024e-04   5.95114261e-06   2.69322167e-03   1.01776488e-01
    1.00904974e-04   1.71302799e-02   1.11342097e-05   1.56065752e-03
    8.68868768e-01   7.27034314e-03]
 [  4.21190076e-02   9.00941377e-04   8.54830980e-01   8.29225630e-02
    6.85842708e-04   4.89583937e-04   9.02623497e-03   1.97149580e-03
    6.12496911e-03   9.28414229e-04]
 [  6.03649439e-03   9.15987417e-04   4.35897009e-03   3.68543081e-02
    9.97167954e-05   6.67038113e-02   1.34429021e-03   3.81904611e-05
    8.76530945e-01   7.11725187e-03]
 [  2.40957725e-05   9.94459510e-01   2.45852722e-03   9.44625994e-04
    3.75226118e-05   2.41239632e-05   6.81198493e-04   1.50250853e-04
    1.12054113e-03   9.96511881e-05]
 [  2.91358702e-07   6.39143309e-06   9.94046092e-01   4.91242344e-03
    8.69367772e-11   1.99457031e-06   1.79383164e-07   2.22662294e-07
    1.03233359e-03   8.21042512e-10]
 [  6.69118817e-05   2.37702765e-03   8.15175008e-04   4.33562564e-05
    9.66824710e-01   1.35531998e-03   7.32057728e-03   6.53832278e-04
    5.97947324e-03   1.45635679e-02]
 [  1.38277637e-05   1.33296462e-05   5.61573601e-04   6.28466069e-06
    3.33915610e-04   1.43107405e-04   9.98836458e-01   3.92819572e-08
    8.88759678e-05   2.70162786e-06]
 [  1.46578910e-04   3.26469973e-07   2.64765731e-05   9.09250404e-04
    6.05702284e-04   9.94340897e-01   7.41127515e-05   2.29844198e-04
    2.26664613e-03   1.40026677e-03]
 [  1.04495825e-03   1.77574520e-06   1.15045637e-03   9.95185792e-01
    2.43989238e-08   1.84565119e-03   2.42729384e-05   1.71639556e-06
    7.44011370e-04   1.46773573e-06]
 [  1.10702229e-06   1.23961755e-07   7.28982457e-08   8.94096520e-05
    1.26587940e-06   1.67107974e-05   1.04384756e-09   9.98851418e-01
    7.38482004e-06   1.03249971e-03]
 [  1.15580551e-05   6.72142254e-04   7.75012712e-04   1.18851938e-04
    3.26856822e-02   1.70288619e-03   9.48273659e-01   7.28680789e-06
    1.56917050e-02   6.12313306e-05]
 [  4.51659689e-05   2.11751480e-02   3.70537072e-01   5.94335735e-01
    5.06357264e-06   6.76330877e-03   4.29667591e-04   3.52734537e-03
    3.10967118e-03   7.18353840e-05]
 [  2.57581868e-03   3.65266167e-02   7.40721240e-04   4.85186512e-03
    7.07422243e-03   8.48296940e-01   2.78871064e-03   2.30759960e-02
    4.28932942e-02   3.11758351e-02]
 [  1.15468772e-07   6.23397582e-08   9.99949813e-01   4.44518701e-05
    2.03974526e-08   3.39991431e-08   5.06570314e-06   1.80771735e-08
    5.72401007e-07   3.10914544e-10]
 [  1.24001454e-04   9.98443625e-07   5.50446275e-04   9.94265854e-01
    1.48781726e-06   7.91024242e-04   5.24101870e-06   4.87041601e-04
    3.71666043e-03   5.72670579e-05]
 [  5.04809614e-05   1.65578456e-06   2.22228430e-02   5.04397729e-04
    9.33313012e-01   9.90905683e-04   3.69353741e-02   5.58372703e-04
    3.50335147e-03   1.91960589e-03]
 [  2.93447629e-05   9.13293276e-04   1.17344243e-04   6.06832700e-03
    3.43052321e-04   6.50780741e-04   3.17524859e-06   9.65590060e-01
    2.03258358e-03   2.42520813e-02]
 [  9.95806336e-01   9.73483054e-08   8.75514233e-05   2.78296884e-05
    8.78586798e-06   3.03152786e-03   4.39488911e-04   1.00178229e-04
    2.97617371e-04   2.00562819e-04]
 [  5.56185150e-05   2.32258099e-05   1.08569860e-03   9.37491357e-01
    2.60097522e-06   2.08832975e-03   1.45950617e-04   1.10933988e-03
    5.76411933e-02   3.56871809e-04]
 [  9.78683889e-01   3.75501222e-05   5.83090540e-03   5.45064686e-03
    1.10606761e-05   1.26076385e-03   5.98269934e-03   1.35897189e-05
    2.66876584e-03   6.01071079e-05]
 [  2.34971085e-05   7.36613572e-07   1.83647785e-07   1.26679763e-04
    8.88955474e-05   5.79152547e-05   6.19650180e-08   9.91537929e-01
    9.58279816e-06   8.15449189e-03]
 [  2.43895454e-04   9.23655808e-01   1.04212565e-02   6.15376886e-03
    6.78217853e-04   4.86621662e-04   8.20674992e-04   7.59719079e-03
    4.50791828e-02   4.86360257e-03]
 [  1.76086836e-02   6.32579531e-06   1.01496954e-03   2.68093720e-02
    9.24429855e-07   9.53580856e-01   2.62590213e-04   3.95651005e-04
    2.61089212e-04   5.94716439e-05]
 [  1.97529290e-02   9.59414251e-07   1.35541931e-01   3.82846268e-03
    2.29138206e-03   3.28061217e-03   8.04899514e-01   7.34680973e-04
    6.97442191e-03   2.26950385e-02]
 [  6.86514977e-06   5.52561507e-03   4.90540359e-03   8.55432227e-05
    1.37675123e-03   6.38494501e-04   9.86041844e-01   2.17834190e-06
    1.37511175e-03   4.20414653e-05]
 [  3.76674361e-05   6.73062896e-05   9.76989329e-01   9.87516367e-04
    7.96901248e-03   9.51562197e-06   1.38131734e-02   4.67155905e-06
    6.18427657e-05   6.00587373e-05]
 [  6.39771635e-04   1.33724427e-06   6.48578571e-05   1.45129787e-04
    3.05210143e-01   3.34367534e-04   1.57096569e-04   2.14900710e-02
    4.93661559e-04   6.71463609e-01]
 [  2.60673667e-04   1.70116061e-06   9.96374905e-01   3.38852406e-05
    1.08701126e-04   3.91237973e-06   1.20143790e-03   6.81161225e-07
    1.46394840e-03   5.50179568e-04]
 [  9.25466104e-09   2.38653206e-06   9.99824464e-01   1.38712072e-04
    5.16834780e-06   5.95467959e-08   2.78898278e-05   8.42713899e-09
    1.36759252e-06   1.16109739e-07]
 [  1.22214788e-05   1.02875229e-05   9.91666002e-06   3.23388049e-05
    9.54169631e-01   5.51427889e-04   1.31466222e-04   5.58528444e-03
    9.55017895e-05   3.94018814e-02]
 [  7.66267255e-02   2.25611046e-07   6.55066548e-03   2.50441440e-06
    1.97356280e-06   8.85462344e-01   2.05361899e-02   1.06620637e-05
    1.07908882e-02   1.78780356e-05]
 [  2.65646842e-03   5.64090423e-02   7.37896981e-03   1.99989080e-01
    6.72704913e-03   2.19067708e-01   2.53783120e-03   4.51471917e-02
    3.80086690e-01   7.99998865e-02]
 [  1.73440482e-03   2.61813489e-06   5.20028480e-05   1.49698881e-03
    1.59246672e-04   2.26986990e-03   2.60106481e-06   9.45276082e-01
    1.05061466e-04   4.89011258e-02]
 [  3.47797148e-04   5.69857093e-06   9.95861351e-01   3.57755081e-04
    2.18550838e-07   5.80627056e-05   1.71473029e-03   5.58883755e-07
    1.65371108e-03   2.69674487e-08]
 [  9.81341481e-01   8.20337043e-09   2.12874147e-05   5.99284394e-05
    1.25156074e-09   1.85423773e-02   1.37503239e-05   3.91759762e-08
    2.10331091e-05   1.45862657e-07]
 [  1.82849960e-03   3.53611745e-02   5.83390798e-03   1.20076481e-02
    5.89220133e-03   1.46614807e-02   8.80471468e-01   7.08658335e-05
    4.24256325e-02   1.44721055e-03]
 [  2.44985353e-02   3.97897311e-05   2.75894045e-03   5.52694499e-01
    4.83033434e-03   3.19393635e-01   1.28591922e-03   2.08643102e-03
    5.39877638e-02   3.84240970e-02]
 [  4.31684339e-06   5.08873109e-06   1.58294468e-04   4.94748994e-04
    7.73870796e-02   2.95040838e-04   5.27702359e-05   7.19966814e-02
    1.18866493e-03   8.48417282e-01]
 [  1.01412561e-05   5.13257419e-06   9.99445856e-01   3.73902840e-05
    2.32120144e-07   8.75767512e-07   4.80381714e-04   1.80680809e-06
    1.79955405e-05   2.02201193e-07]
 [  5.11176593e-04   1.19479955e-03   1.16471644e-03   3.11233550e-01
    1.30553753e-03   5.82600176e-01   4.31752810e-03   1.12531963e-03
    9.28347036e-02   3.71241150e-03]
 [  8.02852213e-04   2.85347056e-07   2.57003866e-03   3.28199690e-06
    5.96903148e-04   8.66045302e-04   9.94999528e-01   1.28761059e-07
    1.41112105e-04   1.98238031e-05]
 [  9.01596795e-04   1.45693548e-07   5.23356277e-07   4.17597657e-05
    1.36720319e-03   1.27444346e-03   7.49923217e-08   9.87578809e-01
    4.28236417e-05   8.79255310e-03]
 [  1.06401637e-03   2.89408937e-02   1.10664312e-03   4.91712429e-03
    2.24324211e-01   1.83593463e-02   9.70129855e-03   5.28887212e-02
    4.13851589e-02   6.17312551e-01]]
INFO:tensorflow:probabilities = [[  5.25401847e-05   8.65225852e-01   5.06742997e-03   4.81863879e-02
    1.34725105e-02   2.37757005e-02   2.66980822e-03   4.11031395e-03
    3.14537399e-02   5.98556409e-03]
 [  2.84731417e-04   1.57497016e-05   7.05819018e-03   2.59437878e-03
    6.62630843e-03   1.90049512e-04   1.82942866e-04   6.50840849e-02
    3.16398684e-03   9.14799571e-01]
 [  9.93767500e-01   6.06601489e-08   8.66057177e-04   2.42901006e-04
    1.13840670e-07   2.53373710e-03   6.61404920e-05   9.33430711e-05
    2.40057823e-03   2.95049431e-05]
 [  2.82637950e-04   1.25744682e-05   3.85061912e-06   1.15617346e-02
    2.69847556e-06   9.77687776e-01   2.02015235e-05   2.02218894e-06
    1.03314091e-02   9.52140326e-05]
 [  8.21600115e-05   7.06378923e-05   5.08589379e-04   1.11138332e-03
    4.74124849e-01   1.76750077e-03   3.22394110e-02   1.40757009e-04
    8.40504095e-03   4.81549680e-01]
 [  4.32084361e-03   3.32829135e-04   1.64587256e-02   1.70007274e-02
    2.95412901e-04   3.47444594e-01   1.93254992e-01   2.02758474e-05
    4.20681089e-01   1.90539664e-04]
 [  1.59198316e-05   2.08804508e-07   9.77132149e-05   2.08248093e-05
    9.83250439e-01   1.37308566e-02   1.52798544e-03   4.73083783e-05
    7.33899651e-04   5.74784470e-04]
 [  6.30044553e-04   4.83345184e-06   1.80314382e-05   1.20457297e-03
    2.71252240e-03   8.55450460e-04   3.87995260e-06   9.59858537e-01
    2.90379743e-04   3.44217159e-02]
 [  5.37288142e-04   2.48736911e-03   2.42210552e-03   4.07733023e-02
    1.93963660e-05   2.00512223e-02   2.53942097e-04   8.50915967e-04
    9.25264299e-01   7.34018534e-03]
 [  1.11274639e-04   1.80782878e-03   3.87255520e-01   6.24438142e-03
    5.42622387e-01   8.29819939e-04   2.87841279e-02   2.26964330e-04
    5.02464268e-03   2.70929914e-02]
 [  8.87692352e-07   5.12789143e-07   5.24452219e-07   1.34865870e-04
    5.02584453e-06   1.49455618e-05   7.21404492e-09   9.99538779e-01
    2.56448275e-05   2.78851978e-04]
 [  2.83985748e-04   9.50502336e-01   2.16024574e-02   4.48866468e-03
    6.23362357e-05   8.02650524e-04   1.06121413e-03   2.40835201e-04
    2.08801981e-02   7.54728171e-05]
 [  1.74162939e-01   2.14656964e-02   3.25623304e-02   4.17991821e-03
    3.16661261e-02   2.04677299e-01   2.97764074e-02   1.71387121e-02
    4.60455447e-01   2.39150058e-02]
 [  1.04868739e-07   1.26099337e-07   1.57665227e-07   6.15013269e-05
    2.10745284e-07   1.57002398e-06   7.76852471e-10   9.99731362e-01
    4.40139775e-06   2.00614668e-04]
 [  9.34807031e-06   2.78551312e-07   2.25524175e-07   4.51969245e-04
    2.81983230e-05   3.18269624e-04   1.02250539e-07   9.96404171e-01
    3.42091480e-05   2.75325286e-03]
 [  3.32888521e-05   3.41636623e-05   8.46822164e-04   1.83068532e-05
    1.56670096e-04   3.58966319e-03   1.49039988e-04   5.87108516e-05
    9.94988203e-01   1.25083519e-04]
 [  3.39903956e-04   2.97435629e-03   7.06415914e-04   1.78129805e-04
    9.53522980e-01   1.39975389e-02   1.17261559e-02   7.29893451e-04
    1.16301039e-02   4.19449853e-03]
 [  1.50745763e-02   2.40212030e-04   1.16802163e-01   1.24574378e-01
    4.62997006e-04   2.08538935e-01   5.30990548e-02   9.65997297e-03
    4.63504851e-01   8.04287381e-03]
 [  1.48909589e-06   2.75768980e-06   4.73968521e-06   1.26511231e-03
    8.28505695e-01   1.17496331e-03   6.21750269e-06   1.14487186e-02
    1.25101758e-02   1.45080239e-01]
 [  1.49412546e-03   3.43715725e-03   1.37019320e-03   9.00827348e-01
    1.49559382e-05   6.40090629e-02   1.66725604e-05   1.41677735e-02
    1.27463518e-02   1.91646442e-03]
 [  9.78922367e-01   6.59319284e-08   1.42957433e-03   7.63992502e-05
    2.14769516e-05   1.37147144e-03   1.76048223e-02   3.62756437e-05
    3.14277859e-04   2.23292707e-04]
 [  4.71338332e-02   9.18834994e-05   3.26509378e-03   1.47166222e-01
    6.53696666e-03   7.37721980e-01   9.08423495e-03   9.78216063e-04
    4.57843281e-02   2.23725266e-03]
 [  9.98074770e-01   1.50221460e-10   1.17771115e-05   6.74253824e-05
    6.99552727e-09   1.77797221e-03   5.22237201e-07   3.49981128e-05
    1.77753627e-05   1.48973932e-05]
 [  3.62247694e-03   1.74738504e-02   9.42962186e-04   2.01810390e-01
    3.81069462e-04   7.17988312e-01   2.29326845e-03   1.90246932e-03
    2.77320798e-02   2.58532111e-02]
 [  1.64476573e-03   3.57538306e-06   5.33816035e-07   6.67720160e-04
    3.29008355e-04   8.77080023e-01   8.89989587e-06   1.20555209e-02
    1.12157548e-02   9.69942734e-02]
 [  2.71417093e-06   4.89248103e-03   9.93451953e-01   1.27157092e-03
    8.49692469e-07   6.70598820e-06   9.22382533e-05   2.21155824e-06
    2.78930209e-04   1.95195312e-07]
 [  1.91827565e-02   5.09963022e-04   3.36347669e-01   5.75629622e-03
    2.12048367e-03   2.31313566e-03   1.15542728e-02   4.20586839e-02
    5.62268674e-01   1.78881697e-02]
 [  3.85054882e-04   4.11922747e-06   2.08660553e-04   1.13576464e-03
    2.23390680e-06   2.41304631e-04   3.17091258e-06   9.91102219e-01
    1.77161314e-03   5.14581474e-03]
 [  8.62526285e-05   4.70724008e-05   1.87299403e-04   2.06456166e-02
    1.47427013e-03   6.46478832e-01   3.47515073e-04   2.72096787e-02
    3.00642878e-01   2.88048480e-03]
 [  6.60030928e-05   1.00542937e-04   1.19166078e-04   1.47222323e-04
    6.18600175e-02   3.85678344e-04   1.22260593e-04   1.09278969e-02
    5.96086169e-03   9.20310378e-01]
 [  3.94169590e-04   2.01525370e-04   9.23128366e-01   4.66047041e-02
    3.97638604e-03   1.42139767e-03   2.20145155e-02   1.48878476e-04
    1.53213670e-03   5.77918312e-04]
 [  9.76492643e-01   3.65978337e-07   1.00059314e-02   2.15413468e-03
    4.13260659e-06   3.13557801e-03   3.06016678e-04   1.82075630e-04
    7.24990433e-03   4.69267165e-04]
 [  1.08665752e-03   3.00364452e-03   1.93531960e-04   1.57608057e-03
    4.42211479e-01   9.47300252e-03   2.74678518e-04   7.48242531e-03
    2.87314714e-03   5.31825364e-01]
 [  9.00710642e-01   1.06340309e-07   1.71294650e-05   7.53291650e-03
    1.15601729e-07   9.14992467e-02   1.04258042e-05   1.49843443e-04
    5.59317268e-05   2.36064934e-05]
 [  4.68788312e-05   1.03332568e-03   9.53661621e-01   9.91539098e-04
    2.67720222e-02   1.17754907e-05   1.63212717e-02   9.66160733e-05
    1.87056852e-04   8.77909246e-04]
 [  9.62754013e-04   1.37646202e-06   9.56037920e-03   1.68477083e-04
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    5.59276529e-03   1.68781087e-04]
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    1.62043762e-05   3.54844678e-06]
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    2.58987211e-03   5.13252094e-02]
 [  6.13662705e-05   1.42929798e-06   4.58227209e-04   1.90797393e-04
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    7.73357897e-05   7.96666220e-02]
 [  2.10394755e-05   7.40959003e-05   7.71568957e-05   7.85741431e-05
    9.83153522e-01   6.43792970e-04   1.72611512e-03   4.92810941e-05
    6.39029080e-04   1.35375326e-02]
 [  2.73243152e-03   8.76987040e-01   2.24905321e-03   4.84791119e-03
    5.52303565e-04   2.71672849e-03   1.90537452e-04   2.88795996e-02
    7.22324029e-02   8.61193333e-03]
 [  1.00013362e-02   5.52064553e-03   1.66830176e-03   2.42358930e-02
    4.95393062e-04   5.10090351e-01   9.08467546e-03   1.58344366e-04
    4.37520474e-01   1.22454017e-03]
 [  2.45808133e-05   3.40077495e-05   6.30742346e-04   3.92031416e-06
    5.19447436e-04   2.11961287e-05   9.98684943e-01   5.63040707e-08
    7.59862960e-05   5.17888793e-06]
 [  1.14594307e-03   9.38863456e-02   2.08081286e-02   1.92243587e-02
    7.25556538e-03   2.68879230e-03   8.21130633e-01   1.20630243e-03
    2.07469910e-02   1.19069880e-02]]
INFO:tensorflow:global_step/sec: 160.315
INFO:tensorflow:loss = 0.498131, step = 5201
INFO:tensorflow:probabilities = [[  8.77041894e-04   8.23277514e-04   2.01137876e-03   5.36790714e-02
    4.84641962e-04   3.19955125e-02   4.68139711e-04   7.06941728e-03
    8.20668399e-01   8.19231495e-02]
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    1.91655317e-06   3.62976454e-04]
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    3.08094382e-01   1.05890920e-02   5.43424627e-03   9.43984836e-02
    5.88577949e-02   4.17163908e-01]
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    3.12691787e-03   4.26440984e-02]
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    1.67206973e-02   5.43821752e-01]
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    5.24410512e-03   3.88854116e-01]
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    2.90307775e-03   1.66338030e-03]
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    1.53344474e-04   1.50417734e-03]
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    9.56768636e-03   7.68893838e-01]
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    2.61732619e-02   1.40702922e-03]
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    2.78518562e-11   2.10131057e-05   1.29408473e-09   1.01681462e-05
    1.14284137e-06   3.26420633e-07]
 [  7.87964207e-04   2.84024165e-04   9.82528806e-01   1.16358530e-02
    1.00432526e-05   4.89079139e-05   3.72024486e-03   1.45479600e-04
    8.09416291e-04   2.91621691e-05]
 [  2.06723996e-03   6.79005263e-03   1.75892701e-03   1.62307635e-01
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    7.31108785e-01   1.79259467e-03   1.39309093e-04   5.90925813e-02
    1.71435589e-03   2.05381930e-01]
 [  9.91284013e-01   4.07381492e-07   6.86931133e-04   3.80957150e-04
    5.35588356e-07   6.14883238e-03   2.72340520e-04   8.53918464e-05
    1.11513329e-03   2.52578211e-05]
 [  9.82229188e-02   6.27043448e-07   2.03958284e-02   7.56823167e-04
    8.79321189e-04   3.82914703e-04   8.59895587e-01   1.26854604e-04
    1.90693680e-02   2.69657321e-04]
 [  9.99944091e-01   4.13756659e-12   3.43467618e-05   2.06350592e-06
    4.89522956e-09   6.88892851e-06   2.06444270e-06   7.04590229e-06
    2.49296386e-06   1.04270441e-06]
 [  1.58033086e-04   2.29440184e-06   1.16819974e-05   2.55011767e-03
    3.37294519e-01   2.12968816e-03   1.39742961e-05   5.96947549e-03
    4.89496253e-03   6.46975219e-01]
 [  4.41265816e-04   1.38744367e-02   1.91204268e-02   8.27066135e-04
    1.20516121e-02   8.49823467e-04   9.39897299e-01   2.49350385e-04
    1.17149940e-02   9.73685528e-04]
 [  1.10768033e-02   2.50868942e-03   1.36181014e-03   1.00748446e-02
    6.85895048e-03   7.89765362e-03   5.36081730e-04   1.59135506e-01
    2.11572051e-02   7.79392481e-01]]
INFO:tensorflow:probabilities = [[  2.18054774e-04   9.35017407e-01   1.74456891e-02   7.92362634e-03
    2.12370814e-03   2.10934598e-03   1.43205468e-03   2.16896483e-03
    3.07457522e-02   8.15389212e-04]
 [  5.54270635e-04   3.10603646e-05   1.17674051e-03   2.49710953e-04
    3.09784804e-03   1.22246181e-03   9.86432016e-01   2.16528369e-05
    6.89156540e-03   3.22729873e-04]
 [  1.20340403e-04   5.46407719e-05   1.28594605e-04   2.74635269e-03
    3.00122556e-05   1.86960984e-04   2.08809843e-06   9.94570673e-01
    1.40566248e-04   2.01965054e-03]
 [  4.51350235e-04   3.23335896e-03   1.05818715e-02   3.60435769e-02
    3.42038169e-04   5.26322634e-04   6.21191575e-05   9.30026233e-01
    1.26157724e-03   1.74715091e-02]
 [  4.23823803e-05   4.56130692e-07   9.99778092e-01   5.24381721e-05
    2.05851819e-07   7.42237762e-06   9.26763096e-05   2.87925559e-07
    2.50239045e-05   1.06152925e-06]
 [  1.38298597e-03   9.20524001e-01   1.25488946e-02   2.47180238e-02
    1.34133128e-03   3.48436646e-03   3.78226582e-03   4.21612570e-03
    2.37778984e-02   4.22417745e-03]
 [  7.63326898e-06   7.62212835e-07   9.98132527e-01   6.68008142e-05
    8.70909935e-06   1.26516925e-05   1.47553731e-03   1.42239060e-07
    2.92268000e-04   3.14007252e-06]
 [  6.71653979e-05   9.77821469e-01   2.63095368e-03   8.24342016e-03
    1.47281258e-04   2.69598415e-04   2.04036405e-04   5.36284223e-03
    3.21522844e-03   2.03801598e-03]
 [  2.44959010e-05   2.34167383e-04   3.17720436e-02   2.45159463e-04
    9.39650238e-01   7.02665246e-04   1.31637976e-02   8.55666958e-03
    2.03906544e-04   5.44684986e-03]
 [  5.46745287e-06   1.21656540e-05   1.20490520e-04   2.29814032e-06
    2.82383262e-04   1.58537241e-05   9.99463856e-01   1.95296664e-07
    9.32489711e-05   3.88942181e-06]
 [  1.28276031e-06   1.20864308e-06   1.85799800e-04   1.11827012e-05
    3.10165400e-04   3.27978545e-04   9.99099731e-01   1.22270649e-07
    5.94848898e-05   3.12188081e-06]
 [  2.25560303e-04   2.01385660e-07   1.73613022e-03   6.50606535e-06
    8.56678758e-04   2.08805129e-03   9.94924188e-01   1.55123507e-06
    1.58126044e-04   2.97646170e-06]
 [  1.80723164e-02   4.89721879e-06   9.81042504e-01   4.46095073e-04
    1.39494674e-07   1.22347192e-05   9.81558915e-05   9.07170033e-06
    3.01650231e-04   1.29317477e-05]
 [  5.70399209e-07   1.72657142e-08   4.81806843e-08   5.42178059e-05
    4.82703058e-07   4.45391888e-05   5.96528915e-09   9.99772131e-01
    4.81294819e-06   1.23265476e-04]
 [  5.87960203e-05   6.98578311e-04   7.02607440e-06   1.40996440e-03
    1.67412832e-02   3.15627120e-02   2.47023909e-05   4.90924120e-02
    1.05988383e-02   8.89805734e-01]
 [  5.07188030e-02   4.15209615e-06   8.38765292e-04   1.07579596e-01
    2.31789818e-06   7.39635587e-01   8.15099484e-05   3.19100480e-04
    1.00472935e-01   3.47308291e-04]
 [  1.66233222e-05   1.62652973e-03   7.14887923e-04   6.35941804e-04
    9.03215278e-06   4.68025042e-04   4.08306842e-05   8.45770258e-03
    9.83546376e-01   4.48397640e-03]
 [  4.77342910e-05   2.57007807e-04   1.90141087e-04   1.28051667e-02
    6.65398896e-01   4.12339158e-02   3.62590537e-04   2.76084244e-02
    1.64398234e-02   2.35656410e-01]
 [  9.15744528e-03   9.29768939e-05   7.95883883e-04   2.04515434e-03
    2.75330488e-02   2.10184488e-03   2.47571291e-03   2.21805219e-02
    4.61774180e-03   9.28999662e-01]
 [  9.57610458e-03   3.95326751e-05   9.68630866e-06   2.03591597e-04
    6.58702920e-05   9.71353054e-01   2.33100673e-05   7.01524696e-05
    1.84042417e-02   2.54497747e-04]
 [  4.44182646e-08   4.79221171e-07   9.95939851e-01   3.89786546e-05
    2.11279327e-03   4.06018330e-07   1.90297258e-03   3.17154814e-07
    3.67355756e-06   6.25867415e-07]
 [  7.43820578e-07   1.02564846e-08   3.21007377e-07   2.89970762e-06
    9.98099744e-01   1.30151035e-04   1.57322438e-06   3.22625565e-04
    1.32491732e-05   1.42875279e-03]
 [  3.64554842e-04   2.97888091e-05   4.56724921e-03   1.36733567e-03
    1.52756238e-05   1.80544350e-02   4.95344357e-05   2.38241373e-05
    9.75462198e-01   6.58732097e-05]
 [  3.20514344e-04   8.26799896e-06   9.98386979e-01   4.40199394e-04
    1.31631123e-05   5.97585631e-06   4.50966269e-04   8.20498644e-06
    3.29605798e-04   3.61322564e-05]
 [  1.17754826e-04   1.16253039e-04   2.78413645e-04   2.69260746e-03
    1.21418804e-01   1.65257812e-03   5.36267995e-04   1.23991594e-02
    1.27394572e-02   8.48048747e-01]
 [  2.59063585e-04   1.02609477e-03   2.48451270e-05   9.15950106e-04
    5.91998640e-03   7.60676106e-03   5.92983133e-06   3.60267758e-01
    9.05515160e-04   6.23068035e-01]
 [  2.25661843e-05   7.23431658e-05   3.92697075e-05   1.71351770e-03
    1.04678936e-01   5.04531490e-04   7.04960621e-06   8.29077005e-01
    2.24697101e-03   6.16377741e-02]
 [  2.61048437e-04   1.23833961e-05   2.01183677e-04   9.64664221e-01
    2.18860464e-06   4.77583939e-03   6.86255134e-07   2.43381341e-03
    2.75003351e-02   1.48399995e-04]
 [  5.73719910e-04   4.62565549e-06   5.43097500e-04   8.23410392e-01
    5.48639291e-05   2.09399108e-02   1.33280116e-06   5.78753762e-02
    1.15881730e-02   8.50085467e-02]
 [  2.42334325e-03   2.34274248e-05   2.36439446e-04   9.28389490e-01
    6.12938584e-06   2.88132280e-02   2.39092260e-05   8.74613179e-05
    3.92794535e-02   7.17207440e-04]
 [  1.70318261e-02   3.88100445e-02   1.65771078e-02   1.25590176e-03
    5.49740763e-03   1.52721986e-01   7.28927195e-01   1.27840307e-04
    3.83518934e-02   6.98715390e-04]
 [  9.99955058e-01   1.59189372e-12   2.74075719e-05   1.66922791e-06
    9.60249449e-11   9.82482834e-06   4.80482299e-07   3.33228672e-06
    3.09843642e-07   1.96358883e-06]
 [  9.82546091e-01   2.72031464e-09   1.86723511e-04   1.09213994e-04
    1.32862033e-06   1.63472351e-02   7.60471914e-04   6.59068155e-06
    3.57702484e-05   6.65227526e-06]
 [  9.89691907e-05   9.89143789e-01   2.01673619e-03   9.88173066e-04
    4.38146490e-05   3.05453897e-04   6.40595972e-04   1.40593431e-04
    6.54781796e-03   7.42009506e-05]
 [  5.11923479e-03   1.78845995e-03   2.35524448e-03   3.89306759e-03
    3.82332355e-01   3.10792681e-02   4.54554055e-03   2.44554924e-03
    7.35481679e-02   4.92893159e-01]
 [  9.47718263e-01   5.32241529e-07   3.11652981e-02   7.05179898e-03
    1.10173050e-06   9.14658699e-03   6.99965691e-04   8.25544237e-04
    3.22753750e-03   1.63255478e-04]
 [  5.87616910e-07   1.43946650e-07   3.21356492e-05   1.42463659e-05
    9.98316526e-01   1.23533711e-04   9.54597199e-05   2.03146647e-05
    9.13082622e-05   1.30571635e-03]
 [  2.31114118e-05   1.23586906e-05   3.89620300e-06   8.03110132e-04
    2.74025928e-03   9.34005875e-05   8.59927241e-07   1.86060611e-02
    1.87514769e-03   9.75841761e-01]
 [  7.33278543e-02   9.38179073e-06   2.39286777e-02   1.98446942e-04
    1.49697676e-01   2.14454881e-03   6.15381673e-02   3.50252725e-02
    9.09145747e-04   6.53220832e-01]
 [  5.15524473e-04   8.30155075e-01   2.62219012e-02   9.93943587e-03
    1.83782788e-04   4.46419523e-04   5.69629949e-03   4.15172894e-04
    1.22221395e-01   4.20513749e-03]
 [  2.33312813e-03   9.27306771e-01   2.03879066e-02   3.38157918e-03
    4.73324122e-04   1.28061092e-03   4.05894592e-03   5.54207759e-03
    2.87336502e-02   6.50191354e-03]
 [  9.89103913e-01   1.04576570e-09   9.07901122e-05   1.03315525e-02
    7.23494598e-09   8.27094918e-05   2.85904775e-07   4.07946973e-05
    4.07262633e-06   3.45993991e-04]
 [  7.97461610e-07   5.75578326e-07   3.95869029e-06   5.16070577e-04
    9.65587914e-01   1.25838662e-04   1.20647437e-05   5.31951991e-05
    3.54263320e-04   3.33452784e-02]
 [  9.71683621e-05   9.67090070e-01   1.03755738e-03   1.25408806e-02
    9.57355660e-05   4.98102047e-04   2.71454942e-03   8.11524922e-04
    1.42181907e-02   8.96261889e-04]
 [  2.76269634e-06   6.26030233e-05   1.13597244e-03   4.31729993e-03
    9.43350315e-01   1.65256381e-03   5.09692356e-04   9.26515087e-04
    3.39154247e-03   4.46506701e-02]
 [  5.73217985e-04   9.59067345e-01   1.72692873e-02   5.06431237e-03
    1.09861430e-03   6.34669617e-04   1.64398144e-03   4.59547807e-03
    8.14462733e-03   1.90856215e-03]
 [  5.53363643e-04   9.74413872e-01   3.43932258e-03   2.46194843e-03
    1.61588681e-03   2.76557170e-03   5.43972058e-03   1.26802409e-03
    7.33559439e-03   7.06718420e-04]
 [  5.18862065e-03   1.16745305e-05   6.08802802e-05   3.90649875e-05
    6.22140651e-04   1.56755950e-02   7.27120569e-05   4.18897625e-03
    9.56851959e-01   1.72883626e-02]
 [  9.63672355e-05   6.91969690e-05   4.47421326e-06   5.54865459e-04
    1.25680463e-02   4.20983037e-04   4.58958420e-05   1.68921184e-02
    6.93554000e-04   9.68654513e-01]
 [  2.72993308e-08   7.11334138e-08   1.36714033e-03   4.01658973e-08
    4.90648672e-04   1.36413973e-06   9.98137474e-01   9.63123696e-08
    2.99995281e-06   1.24094839e-07]
 [  1.07528031e-04   9.80117142e-01   2.11701239e-03   2.65068444e-03
    6.69481524e-04   1.37258635e-03   1.80174084e-03   2.57662265e-03
    5.79368137e-03   2.79334537e-03]
 [  3.66195978e-04   1.61204667e-07   5.68381883e-03   6.13094699e-06
    7.39597599e-04   1.03249891e-04   9.92591500e-01   1.23511782e-05
    4.66310943e-04   3.08187991e-05]
 [  8.73653505e-08   4.38200095e-06   9.99829292e-01   6.27100671e-05
    2.53075586e-06   3.28646308e-07   1.97243844e-06   7.78165850e-05
    1.21092971e-05   8.65263883e-06]
 [  4.85484234e-05   1.81510070e-04   1.16896808e-04   9.74631786e-01
    2.69123916e-06   2.40451936e-02   2.84120051e-06   7.69958788e-05
    6.16041070e-04   2.77556159e-04]
 [  2.08653230e-03   6.04130400e-06   6.51734881e-03   2.73905764e-03
    4.77459766e-02   1.63137401e-03   1.08650408e-03   3.83410424e-01
    1.24986935e-03   5.53526819e-01]
 [  9.89560366e-01   1.26194664e-07   5.23033971e-03   3.67877510e-05
    2.85884255e-07   1.10692671e-03   3.91653832e-03   7.67939127e-06
    1.34678281e-04   6.30646991e-06]
 [  4.72096581e-04   9.55690324e-01   7.91515782e-03   1.11769242e-02
    5.94007375e-04   4.05855710e-03   6.39410317e-03   4.88757668e-03
    5.68533037e-03   3.12596583e-03]
 [  9.93804455e-01   3.46198874e-08   2.28590705e-03   3.06722271e-04
    6.98798715e-07   2.62546050e-03   2.86863447e-04   2.33312949e-05
    5.58462401e-04   1.08122804e-04]
 [  3.08865943e-04   5.12629049e-06   4.19737509e-04   5.45742078e-05
    4.16457187e-05   8.18247907e-03   1.37676907e-04   1.48753519e-04
    9.90344465e-01   3.56609118e-04]
 [  3.85193765e-04   6.16230711e-04   9.96376812e-01   1.42708176e-03
    4.94529195e-06   6.37595294e-05   3.85755324e-04   1.54177160e-05
    6.65425323e-04   5.92157157e-05]
 [  9.79897304e-05   9.72383082e-01   3.23827029e-03   1.47109693e-02
    1.22758520e-05   2.28505116e-04   3.55775846e-04   3.30249383e-03
    5.34322532e-03   3.27542046e-04]
 [  3.22209999e-05   9.95698214e-01   6.77217671e-04   1.41861464e-03
    2.34548952e-05   4.88560472e-05   2.20647344e-04   4.64468059e-04
    1.14750478e-03   2.68779026e-04]
 [  5.07833494e-04   1.38289277e-02   4.84420598e-01   1.47085100e-01
    5.57020358e-05   5.61459805e-04   1.75471258e-04   9.85333137e-03
    3.43174607e-01   3.36929545e-04]
 [  3.68894613e-03   7.41381009e-05   7.00123710e-05   8.85646383e-04
    4.12010355e-04   1.82320236e-03   1.06408324e-05   9.81756449e-01
    4.01781959e-04   1.08771417e-02]
 [  8.19429934e-01   1.03215012e-03   6.84843725e-03   3.63381999e-03
    2.94234575e-04   2.25162879e-03   7.15139806e-02   1.35707215e-03
    8.76805484e-02   5.95821999e-03]
 [  1.84063904e-03   1.21108485e-07   1.03329485e-05   7.58718175e-04
    5.83340479e-05   1.36103034e-02   1.99547139e-05   9.72846031e-01
    1.69700346e-04   1.06859570e-02]
 [  2.16368542e-04   1.33856025e-03   1.20624399e-03   1.39684987e-03
    1.62556986e-04   2.37512356e-03   9.04099143e-05   9.44143832e-02
    8.88762712e-01   1.00368233e-02]
 [  2.97884624e-02   1.97002903e-01   4.66155767e-01   4.06351779e-03
    2.83878708e-05   1.48257893e-02   2.20300421e-01   3.00400952e-05
    6.77962080e-02   8.58808471e-06]
 [  1.20261144e-02   1.12489974e-02   3.55363414e-02   7.52665475e-02
    6.05198229e-03   1.35258108e-01   1.77767631e-02   3.30348406e-03
    6.98933601e-01   4.59802197e-03]
 [  4.56795487e-06   1.05304650e-07   6.57287899e-07   2.10204689e-05
    1.26634929e-02   1.72964756e-05   1.21729499e-06   3.64319086e-02
    2.44549563e-04   9.50615227e-01]
 [  2.13415548e-03   1.35347716e-06   2.12410852e-01   1.83336044e-04
    7.49119043e-01   4.67267528e-04   2.51617339e-02   2.54448532e-04
    6.47569657e-04   9.62041970e-03]
 [  1.32093895e-02   1.35263579e-03   2.62944214e-02   4.34870046e-04
    1.17311825e-03   1.99209228e-01   2.89614528e-01   1.73248864e-05
    4.68318343e-01   3.76163138e-04]
 [  1.34122244e-03   8.72098744e-01   2.52367090e-02   6.29164698e-03
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    1.75797231e-02   8.50219920e-04]
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    9.69313979e-01   1.24682148e-04   2.30937358e-03   1.02354086e-03
    1.32554967e-04   2.66891140e-02]
 [  1.75938894e-05   9.78534818e-01   1.64909707e-03   1.05862971e-02
    4.29315172e-04   1.41184544e-03   5.28115022e-04   2.53942469e-03
    2.25845189e-03   2.04509171e-03]
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    1.07832281e-02   2.08665520e-01   7.48915672e-01   7.40434043e-05
    1.84093788e-02   1.64221006e-03]
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    3.79492150e-04   7.31755805e-04   9.08092479e-04   7.12988526e-03
    1.94641307e-03   1.90877088e-03]
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    1.90726854e-03   3.59364413e-02   1.20665757e-02   3.85015318e-03
    8.64665151e-01   1.49843786e-02]
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    4.86261770e-03   1.56852955e-04]
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    3.96351423e-03   7.35601842e-01   2.89173401e-03   1.09272404e-02
    1.05192855e-01   5.96728139e-02]
 [  4.27335181e-04   1.70521162e-04   2.59610824e-04   4.74070059e-03
    4.93571535e-02   8.95862817e-04   1.50317734e-04   6.93340078e-02
    6.53373124e-03   8.68130803e-01]
 [  1.77230671e-04   7.15495169e-01   3.02455947e-03   4.10915613e-02
    2.74514384e-03   3.05123191e-04   1.76057860e-04   5.47227338e-02
    1.14520460e-01   6.77418783e-02]
 [  1.31209454e-05   6.25332585e-04   2.53713946e-03   9.94548380e-01
    1.09500152e-05   4.24979051e-04   6.57929786e-06   3.80832316e-05
    1.78475247e-03   1.06641010e-05]
 [  5.90397576e-07   1.79951400e-07   4.37866063e-08   1.73104945e-05
    8.68754853e-07   2.43036702e-05   2.90253599e-09   9.95179892e-01
    2.49637942e-05   4.75194771e-03]
 [  5.58325555e-03   1.49834614e-05   4.34449725e-02   9.38926488e-02
    2.30484665e-03   2.46647820e-02   9.40878701e-04   1.07778190e-03
    5.78481257e-01   2.49594554e-01]
 [  3.33130662e-03   1.64601289e-07   8.63713431e-05   1.36479779e-04
    1.93234620e-04   9.17832460e-03   8.90700798e-03   6.29463699e-04
    9.74744797e-01   2.79287412e-03]
 [  5.55436600e-06   8.71447241e-07   6.65756204e-07   1.79266266e-04
    1.65159255e-03   2.25955184e-04   3.66459147e-07   9.82465982e-01
    5.52976016e-05   1.54145099e-02]
 [  3.80499259e-04   6.22386754e-01   1.83991704e-03   1.94745301e-03
    1.40589729e-01   2.95252446e-03   9.78619233e-03   1.70188136e-02
    3.50973420e-02   1.68000787e-01]
 [  9.96757567e-01   7.97265159e-07   6.45492109e-04   5.63024369e-04
    1.74700375e-07   1.78164570e-03   1.06627391e-04   7.47203148e-06
    1.11207570e-04   2.61580662e-05]]
INFO:tensorflow:global_step/sec: 162.326
INFO:tensorflow:loss = 0.493699, step = 5301
INFO:tensorflow:probabilities = [[  5.18678688e-03   2.54031766e-05   4.98483132e-05   8.19494501e-02
    8.82299573e-05   7.85023272e-01   5.41745794e-05   2.25702883e-04
    1.03074327e-01   2.43226830e-02]
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    2.31177582e-05   1.73801542e-04]
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    9.60755706e-01   2.35459339e-02]
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    7.40692206e-03   5.22307120e-04]
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    3.78521770e-04   1.77921029e-03]
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 [  9.99727905e-01   8.67221051e-09   7.21168180e-05   6.53465831e-05
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    5.49173588e-03   2.19587513e-04]
 [  3.40826577e-04   6.32828574e-07   9.97382104e-01   5.66023460e-04
    6.72537280e-05   1.06229345e-05   7.13691232e-04   1.93745473e-06
    1.65371195e-04   7.51403393e-04]
 [  5.20768692e-04   5.03315106e-02   1.11442991e-02   2.34061922e-03
    3.88291711e-03   2.75820214e-02   6.69572726e-02   1.94950335e-04
    8.36002231e-01   1.04344869e-03]
 [  2.11792605e-04   1.73713163e-01   6.77593231e-01   1.10953212e-01
    1.86378558e-04   3.98884434e-03   1.94031349e-03   2.36629136e-03
    2.87470166e-02   2.99809821e-04]
 [  3.11017029e-05   4.20356409e-05   6.29530905e-06   7.81501294e-04
    6.70878172e-01   3.07611219e-04   2.69087359e-05   4.70410585e-02
    2.66505143e-04   2.80618876e-01]
 [  2.79377527e-05   1.18288059e-04   1.26316765e-04   2.09242129e-03
    3.29056531e-01   8.73209385e-04   1.02335820e-03   1.08531851e-03
    5.43872965e-03   6.60157859e-01]
 [  6.90431218e-04   1.64852958e-04   6.86802843e-04   8.24803792e-05
    4.99956717e-04   1.17204397e-03   9.95267928e-01   1.46883997e-06
    1.10849587e-03   3.25549918e-04]
 [  5.69910884e-01   8.47521515e-05   1.46958426e-01   1.97743103e-02
    6.78134484e-06   1.18023738e-01   1.43715039e-01   9.91999405e-04
    5.15693682e-04   1.85053650e-05]
 [  8.43477435e-03   8.71488242e-04   8.59253225e-04   2.06654309e-03
    4.10186112e-01   1.59565136e-01   6.19329419e-03   6.72746897e-02
    1.10584602e-01   2.33964100e-01]
 [  9.58634846e-05   1.59713774e-04   5.77337801e-01   2.94597838e-02
    2.72067258e-08   1.04454765e-03   4.60252704e-06   9.03726323e-05
    3.91806632e-01   7.33567617e-07]
 [  4.55807179e-01   1.14967304e-06   6.50874432e-03   1.02301990e-03
    7.87247624e-03   7.50653399e-03   3.03441346e-01   1.03042414e-02
    1.19024916e-02   1.95632711e-01]
 [  1.25528932e-05   8.12120561e-06   9.75962758e-01   2.27865037e-02
    5.18066599e-06   1.04785511e-04   8.75791011e-04   5.96966447e-06
    2.30156351e-04   7.97663870e-06]
 [  3.18500097e-03   1.35880604e-03   9.31297801e-03   1.17759500e-03
    6.20323084e-02   3.45491767e-02   1.74834374e-02   3.74040186e-01
    3.59479010e-01   1.37381569e-01]
 [  3.79248848e-03   2.97586143e-04   2.33098501e-04   2.05667410e-03
    3.69081716e-03   2.44673453e-02   8.29959750e-01   3.41311243e-05
    1.30756870e-01   4.71123401e-03]
 [  8.32132339e-01   8.62618799e-06   1.84845459e-03   1.27150165e-03
    1.68476327e-04   1.58110842e-01   3.37912771e-03   2.12375633e-03
    1.81821131e-04   7.75074586e-04]
 [  4.98175359e-05   2.45376924e-07   9.99047816e-01   1.93556523e-04
    3.56880037e-07   5.93157602e-05   2.51385121e-04   8.76231115e-06
    3.87447857e-04   1.29686214e-06]
 [  3.62170722e-05   1.35270993e-05   1.48952859e-05   4.63152319e-05
    9.84171569e-01   7.89905534e-05   1.78344909e-03   3.17609450e-03
    2.32982589e-03   8.34909920e-03]
 [  2.26620643e-04   2.59796332e-04   5.57187557e-01   3.13001305e-01
    4.50893596e-04   3.84069653e-03   8.22980255e-02   2.56331563e-02
    1.57971233e-02   1.30480470e-03]
 [  1.98094043e-04   1.66027647e-07   4.93471473e-02   9.50128675e-01
    8.36617975e-09   5.51251578e-05   7.55291694e-07   1.95373985e-04
    7.37208102e-05   8.50722813e-07]
 [  8.95729536e-05   5.66720497e-04   5.70670454e-05   1.65266427e-03
    7.58438982e-05   1.60161313e-03   5.00069245e-06   7.93393910e-01
    1.77092245e-03   2.00786650e-01]
 [  1.90348476e-02   2.54170527e-03   3.22359730e-03   1.22939698e-01
    8.42803565e-04   3.11478257e-01   1.71461701e-02   4.42446908e-03
    5.10392964e-01   7.97549449e-03]
 [  4.23371233e-03   3.38906865e-03   5.17175317e-01   2.02085912e-01
    1.67385515e-05   3.02701694e-04   1.32082961e-04   2.16434076e-01
    1.77701134e-02   3.84602398e-02]
 [  8.01969873e-05   9.73962426e-01   3.02187807e-04   9.21093673e-03
    9.54595962e-05   1.24857610e-03   3.99386190e-04   4.16517211e-03
    8.06146674e-03   2.47404003e-03]
 [  1.11148609e-06   1.74272373e-07   1.11852692e-07   1.12976541e-05
    4.31346365e-07   1.43913815e-06   1.41741074e-09   9.99848843e-01
    2.02755064e-06   1.34579517e-04]
 [  9.93017316e-01   1.20118875e-08   1.92401440e-05   6.43126958e-04
    2.58491951e-07   5.88496448e-03   3.59602418e-05   9.95891151e-06
    1.85154684e-04   2.03987787e-04]
 [  4.36344231e-03   2.92863399e-01   3.01104579e-02   3.74689326e-02
    8.57131928e-03   1.05663858e-01   7.17854723e-02   1.53745583e-03
    4.35252249e-01   1.23833045e-02]
 [  8.72095767e-03   1.90394043e-04   8.56184307e-03   1.43863289e-02
    3.78980823e-02   7.96965789e-03   1.38541963e-03   1.37546375e-01
    1.60514712e-01   6.22826219e-01]
 [  2.54981976e-04   1.49887683e-05   1.67921971e-05   4.12107445e-04
    1.84458713e-05   6.34258380e-04   9.01528097e-08   8.34996104e-01
    1.08169357e-03   1.62570566e-01]
 [  1.40399020e-03   2.32471386e-04   4.25816688e-04   2.88400741e-04
    2.78858965e-06   9.35053919e-04   5.24026000e-05   4.92455554e-04
    9.93652225e-01   2.51442543e-03]
 [  6.50290604e-05   3.91881942e-04   9.76818442e-01   1.96461119e-02
    3.07695768e-06   1.02460122e-04   4.83183976e-05   2.46537034e-03
    2.51033925e-04   2.08165438e-04]
 [  1.49668131e-06   7.97524251e-08   1.16133194e-07   1.06918563e-07
    9.98723567e-01   5.73435449e-04   1.17607138e-04   1.70716794e-05
    3.17885715e-05   5.34780847e-04]
 [  1.04114206e-05   2.30679827e-04   4.74984445e-05   1.76091809e-02
    4.11645742e-05   7.74467771e-04   1.08393715e-06   9.75306928e-01
    1.87609077e-03   4.10254905e-03]
 [  2.78130959e-04   9.64925647e-01   4.50014509e-03   1.96464197e-03
    1.21280435e-04   2.31209956e-03   3.94383259e-03   1.03501265e-03
    1.99258178e-02   9.93435853e-04]
 [  1.88780692e-03   8.00161579e-05   3.61419609e-03   5.76599780e-03
    1.48248032e-03   9.71179008e-01   8.94812692e-04   2.49654950e-05
    1.42923938e-02   7.78401562e-04]
 [  7.93457511e-05   1.88152427e-08   3.53199102e-05   3.12494450e-07
    5.41403278e-05   6.02072851e-06   9.99794543e-01   1.35034739e-08
    2.73429996e-05   2.94269830e-06]
 [  1.39153108e-03   4.51845944e-01   3.45423520e-02   2.25320701e-02
    7.10453780e-04   1.57794639e-04   1.88857538e-03   2.38872739e-03
    4.81285512e-01   3.25696287e-03]
 [  1.03282444e-02   1.63406494e-05   1.32748270e-02   1.42303213e-01
    1.15079060e-03   7.86501050e-01   1.00446935e-03   1.50410342e-04
    3.94788012e-02   5.79195702e-03]
 [  1.14208660e-05   6.17194162e-09   4.63092334e-07   1.19482644e-03
    6.25512609e-03   1.34588088e-04   8.25047195e-08   1.28572145e-02
    7.57425209e-04   9.78788853e-01]
 [  1.67945947e-03   4.20194343e-02   2.55745929e-02   7.66255558e-02
    4.58506448e-03   3.57044786e-02   5.98990219e-03   3.41695920e-03
    7.89273083e-01   1.51314847e-02]
 [  7.46852577e-01   2.85962960e-06   5.00500239e-02   6.42317522e-04
    1.32994920e-01   3.52925435e-02   2.90680900e-02   1.82695268e-03
    6.87583117e-04   2.58217845e-03]
 [  8.22409580e-04   3.05696607e-01   6.28749013e-01   2.10758634e-02
    5.72672398e-05   4.12793706e-05   4.51381784e-03   4.43539955e-03
    3.34277898e-02   1.18055195e-03]
 [  6.41461695e-04   3.37797719e-05   1.82817166e-04   2.57154079e-05
    8.64354968e-01   5.14510786e-04   8.98773200e-04   1.82102260e-03
    1.36866681e-02   1.17840275e-01]
 [  1.43762201e-03   8.35352838e-01   3.87438969e-03   2.78095212e-02
    2.38969480e-03   2.67053097e-02   8.90682265e-03   1.05266320e-02
    6.61601648e-02   1.68369953e-02]
 [  1.13912647e-05   4.21132077e-04   9.97782290e-01   1.51827044e-04
    7.76260276e-05   1.76106751e-05   1.40603795e-03   1.69981874e-07
    1.25783976e-04   6.33287527e-06]
 [  1.45933343e-04   9.60586622e-05   1.31715264e-04   1.39532523e-04
    8.82917583e-01   2.23475834e-03   1.29915995e-03   4.63733886e-04
    3.27761099e-03   1.09293930e-01]
 [  2.62683607e-04   5.15517294e-02   6.33035302e-01   1.64236166e-02
    2.65155137e-02   1.93984411e-03   2.47114636e-02   1.99090496e-01
    2.33890656e-02   2.30801664e-02]
 [  4.19406034e-03   1.44283352e-02   2.53907833e-02   8.75102505e-02
    1.93102642e-05   6.21581137e-01   4.26393598e-02   6.83373190e-04
    2.01490834e-01   2.06242385e-03]
 [  2.89355489e-06   3.05491341e-07   5.44782885e-08   3.31097399e-05
    1.66589860e-04   2.49130506e-04   1.85671070e-07   6.79744706e-02
    7.33737077e-04   9.30839598e-01]
 [  6.57011662e-03   1.29889464e-02   1.89708769e-02   1.03595881e-02
    2.20257007e-02   7.36114383e-01   2.50244327e-02   3.94011550e-02
    1.17586881e-01   1.09580290e-02]
 [  9.98540401e-01   6.75728842e-08   1.05355983e-04   1.32335568e-04
    2.50070752e-06   2.98627507e-04   1.22411448e-05   1.14791830e-04
    6.45316977e-05   7.29066203e-04]]
INFO:tensorflow:probabilities = [[  1.10382707e-05   1.26424112e-07   3.54305570e-07   1.32917962e-03
    1.90322375e-04   5.14914689e-04   1.76048886e-07   9.94314611e-01
    3.01308974e-05   3.60919326e-03]
 [  1.75973831e-03   5.28720811e-05   5.78101666e-04   1.71048436e-04
    7.15743542e-01   3.19607370e-02   5.64931892e-03   1.12465583e-02
    2.16174256e-02   2.11220682e-01]
 [  6.06485264e-05   4.60302312e-04   3.79273872e-04   5.30989654e-02
    4.05987434e-04   8.42846930e-03   9.20176262e-06   5.92549086e-01
    5.40856831e-03   3.39199543e-01]
 [  1.19623716e-03   8.63371849e-01   2.02699583e-02   1.09302029e-02
    1.01590650e-02   7.14971730e-03   2.76113357e-02   2.71455874e-03
    5.43731377e-02   2.22382764e-03]
 [  1.75929556e-04   4.16822950e-05   3.82239907e-03   1.12305302e-03
    2.59455591e-02   1.12682511e-03   9.16131190e-04   1.76418305e-03
    6.56732731e-03   9.58516896e-01]
 [  7.94880252e-05   4.81537745e-06   7.50779035e-03   9.81196284e-01
    1.20396899e-05   6.32866565e-03   1.03315178e-05   2.96922821e-07
    4.71236324e-03   1.47847211e-04]
 [  4.52413486e-04   9.51459110e-01   1.27718532e-02   4.51197149e-03
    2.20064167e-03   1.50299177e-03   4.56111412e-03   1.18131097e-02
    8.82674754e-03   1.90003018e-03]
 [  1.23912614e-04   8.14059936e-03   6.81861769e-03   1.04864925e-01
    4.47288863e-02   1.25244504e-03   4.34023445e-04   3.46218526e-01
    6.17043339e-02   4.25713778e-01]
 [  8.70306249e-05   1.69819444e-01   2.15912424e-03   3.29171643e-02
    8.36151594e-05   4.21553792e-04   2.36785163e-05   7.72277713e-01
    3.78027791e-03   1.84303913e-02]
 [  4.04851453e-05   1.12216512e-04   6.92587273e-05   1.52429075e-05
    9.70255196e-01   8.45218543e-04   1.11948710e-03   2.23935203e-04
    6.50372682e-03   2.08151024e-02]
 [  2.13612452e-06   1.38532141e-05   3.85020167e-06   1.03538667e-04
    9.69121695e-01   3.74816504e-04   1.59447081e-03   1.58431381e-03
    6.67121541e-03   2.05301084e-02]
 [  3.88612942e-04   1.17536995e-03   1.77195738e-03   6.06109388e-03
    2.11844202e-02   6.00854075e-03   9.99455573e-04   3.96469329e-03
    6.67448223e-01   2.90997595e-01]
 [  4.52139648e-03   1.41909346e-04   9.56233498e-03   1.35920360e-04
    6.47539622e-04   4.54214081e-04   9.83555138e-01   1.38504276e-06
    9.48532776e-04   3.15882826e-05]
 [  1.14909089e-04   3.43503198e-03   9.82208192e-01   1.03781037e-02
    1.13534622e-06   1.39887910e-03   4.41053591e-04   1.29797390e-05
    2.00954778e-03   1.10336444e-07]
 [  1.42845502e-05   5.29038289e-06   5.90849668e-05   3.57800862e-04
    1.00557730e-02   1.88425300e-04   5.29319868e-06   2.24122126e-02
    2.37677945e-03   9.64525104e-01]
 [  1.69197645e-03   1.84493524e-06   8.86901002e-03   1.42121932e-03
    8.07181408e-04   1.99275528e-04   2.18525165e-04   2.63142347e-01
    1.07885560e-03   7.22569823e-01]
 [  9.13722670e-06   1.41287339e-04   1.87300557e-05   4.84238699e-04
    1.11633984e-04   8.09448975e-05   2.32984075e-06   9.97873306e-01
    8.96417769e-05   1.18872372e-03]
 [  1.43970465e-02   6.91042398e-04   9.75210786e-01   3.23489774e-03
    6.01464635e-05   9.47664783e-04   1.15770986e-03   2.15750872e-04
    3.74482153e-03   3.40238155e-04]
 [  1.52855357e-02   6.31925883e-04   3.56373633e-03   3.02907411e-05
    5.88880444e-04   8.36285710e-01   7.22449832e-03   5.53857535e-04
    1.35786965e-01   4.85437995e-05]
 [  1.17333104e-06   3.89601882e-06   3.21861603e-06   5.75364197e-07
    9.97652590e-01   2.36042106e-05   2.64416798e-04   6.39578066e-05
    7.22411787e-04   1.26418658e-03]
 [  5.98592567e-04   1.53083690e-02   6.28056377e-02   1.25896350e-01
    3.40023777e-04   3.71531933e-03   1.16194278e-04   4.48148362e-02
    7.30860054e-01   1.55445542e-02]
 [  4.78781794e-06   6.70179725e-04   7.12894574e-02   6.09800406e-03
    1.06709972e-01   3.85789986e-04   8.03054273e-01   4.09070635e-04
    1.13513758e-02   2.71226399e-05]
 [  2.02675257e-03   8.59290361e-01   1.85122248e-02   2.06057504e-02
    6.63020322e-03   6.86875172e-03   2.58507058e-02   1.52477501e-02
    3.21950130e-02   1.27724595e-02]
 [  1.04059675e-03   9.70718861e-01   3.62821925e-03   2.05622707e-03
    9.76155628e-04   1.75586063e-03   6.42742263e-04   4.70705796e-03
    1.40836788e-02   3.90605623e-04]
 [  2.46928132e-04   9.52189863e-01   8.77195783e-03   9.25125647e-03
    1.67881651e-03   1.60247655e-04   9.18208971e-04   1.39637925e-02
    4.96377237e-03   7.85525143e-03]
 [  6.93301554e-05   1.07349781e-03   1.20588243e-01   8.73269260e-01
    6.58592126e-06   1.10895408e-03   7.15072383e-04   5.24473899e-06
    3.14681209e-03   1.71050779e-05]
 [  2.60511908e-04   9.68849719e-01   2.51015555e-03   9.43833962e-03
    4.77263238e-04   7.03000638e-04   1.31408020e-03   1.18110655e-02
    1.61835225e-03   3.01746698e-03]
 [  1.94159884e-06   1.48291490e-03   9.68214869e-01   1.45445745e-02
    1.64722187e-05   1.77755312e-04   4.24977508e-04   1.90006348e-03
    1.30123440e-02   2.24066927e-04]
 [  1.98677240e-04   1.22353867e-06   3.55331935e-07   4.03021462e-04
    1.07456093e-04   9.91860807e-01   7.39785037e-06   3.84106133e-05
    6.38100319e-03   1.00161473e-03]
 [  9.96443450e-01   2.23193422e-10   2.32688850e-04   9.17791156e-04
    1.60362230e-08   7.83680734e-05   9.73395527e-06   2.14160210e-03
    2.07271078e-05   1.55673188e-04]
 [  4.89803024e-05   3.49585716e-05   2.46809126e-04   3.62452702e-05
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    7.51504240e-06   5.91410583e-07]
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    6.38318853e-03   8.06297719e-01]
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    1.45172244e-02   3.65837454e-03   9.00386751e-01   2.07429093e-05
    1.32461730e-02   1.03150867e-03]
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    7.66700925e-03   1.54909084e-03]
 [  8.09301418e-05   4.64048964e-04   5.36320022e-06   3.44909960e-03
    2.98618665e-03   1.62639527e-03   9.60136094e-06   8.29597712e-02
    2.38352967e-03   9.06035066e-01]
 [  3.53892474e-03   3.22702038e-03   4.37098090e-04   2.31839389e-01
    2.70378403e-02   2.15931714e-01   4.25060792e-03   1.44884083e-02
    3.38404998e-02   4.65408593e-01]
 [  1.78516093e-05   3.36118275e-04   4.70004184e-03   1.38842047e-03
    9.45789516e-01   1.50589703e-03   2.91643757e-02   7.80355593e-04
    8.96872394e-03   7.34887738e-03]
 [  3.25209498e-02   7.68050377e-05   6.39002188e-04   3.42635624e-02
    1.11053139e-02   5.17661452e-01   2.34344508e-03   1.14168581e-02
    3.53418738e-01   3.65538634e-02]
 [  2.34035193e-03   9.14772565e-04   1.30439270e-02   8.70497108e-01
    4.67124046e-04   3.66890468e-02   2.85899005e-04   5.50737488e-04
    6.88432604e-02   6.36786362e-03]]
INFO:tensorflow:global_step/sec: 166.647
INFO:tensorflow:loss = 0.277809, step = 5401
INFO:tensorflow:probabilities = [[  1.01453268e-04   9.89424825e-01   1.29566074e-03   1.40683481e-03
    6.75148622e-05   1.59844494e-04   2.53129727e-03   1.34235423e-04
    4.73411940e-03   1.44279853e-04]
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    3.67037579e-03   7.58328997e-06]
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    8.20522746e-06   9.74353611e-01   4.66448437e-05   2.42851202e-05
    9.34150419e-04   6.31588264e-05]
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    8.65249150e-03   1.67776477e-02   6.12900825e-03   4.30799002e-04
    1.64029170e-02   8.26450169e-01]
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    9.98627186e-01   7.38231756e-06   1.81118114e-04   3.50881351e-06
    1.19838900e-04   1.01018709e-03]
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    1.42366635e-02   8.44278276e-01]
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    9.64875054e-03   1.25125283e-04]
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    1.80793425e-08   1.03605998e-06   1.58399402e-04   2.44125118e-07
    5.05539574e-05   1.10744702e-08]
 [  4.64749646e-05   1.03527178e-04   1.02125213e-01   3.14479438e-03
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    1.63260320e-05   1.54390109e-05   9.82125406e-04   1.14865891e-07
    7.66790981e-05   5.19405035e-07]
 [  6.13493030e-04   2.68828007e-05   5.69606309e-05   1.54311274e-04
    1.75519435e-05   4.23785823e-04   9.43451425e-07   9.92574930e-01
    2.13413921e-04   5.91773493e-03]
 [  1.57281558e-03   5.21022321e-06   3.32700908e-02   7.23342018e-05
    9.11064982e-01   1.24185535e-04   4.43075076e-02   1.59098592e-04
    2.17874040e-04   9.20599885e-03]
 [  8.96370795e-04   1.77104620e-03   6.18612627e-03   2.51204910e-04
    8.62516165e-01   5.22395642e-03   5.10102399e-02   5.73665777e-04
    6.53726831e-02   6.19863952e-03]
 [  3.69591522e-03   9.01011736e-05   2.51194229e-04   3.41405277e-04
    1.98347952e-05   5.53416926e-03   1.65057849e-04   1.48871886e-05
    9.88991499e-01   8.95848614e-04]
 [  1.47840128e-05   9.92483199e-01   1.35464885e-03   5.93197416e-04
    6.24355816e-05   7.59873219e-05   6.44710613e-04   6.49231079e-05
    4.68140515e-03   2.46126019e-05]
 [  1.24289724e-03   3.41564254e-03   3.67791625e-04   2.61697778e-03
    3.07130724e-01   2.11862251e-02   1.72815030e-03   1.23451529e-02
    1.19681703e-02   6.37998283e-01]
 [  8.19870183e-06   7.12070178e-05   1.31313100e-05   1.20131942e-02
    4.53686471e-06   3.87769018e-04   1.42911478e-08   9.78404939e-01
    3.29567934e-04   8.76745488e-03]
 [  3.10915959e-04   1.13017381e-06   1.30073968e-05   3.92656191e-04
    1.67135222e-05   2.89758842e-04   4.11754741e-07   9.61568594e-01
    4.40232048e-04   3.69665995e-02]
 [  5.47507312e-03   2.29191312e-04   5.25875716e-04   1.86959952e-01
    1.72293891e-04   7.62568891e-01   3.17732774e-04   1.51025562e-03
    3.75640392e-02   4.67661535e-03]
 [  1.21001882e-04   1.87623125e-04   4.83092433e-03   9.93379116e-01
    7.57616044e-06   3.62063176e-04   3.60768609e-05   2.43708128e-05
    9.36238794e-04   1.15044342e-04]
 [  4.53826942e-04   9.73893106e-01   1.05949901e-02   3.63493222e-03
    4.32100584e-04   9.72045120e-04   6.06992166e-04   4.01571020e-03
    4.82922560e-03   5.67185518e-04]]
INFO:tensorflow:probabilities = [[  2.33484656e-02   2.01373477e-05   6.03303850e-01   3.60370636e-01
    1.52387074e-04   9.15122777e-03   5.03345625e-04   3.84828134e-04
    1.97051815e-03   7.94442662e-04]
 [  1.93518109e-03   5.16950677e-04   9.15416385e-05   3.03061754e-01
    2.78272364e-05   4.33705658e-01   3.00973697e-05   2.20828712e-01
    2.43901443e-02   1.54120587e-02]
 [  3.59501195e-04   9.33051202e-03   7.71136780e-04   2.93928594e-03
    6.89797819e-01   7.57110678e-03   1.12420111e-03   6.76223338e-02
    1.08166374e-02   2.09667474e-01]
 [  2.19709761e-02   3.44537766e-05   9.69522893e-01   3.54539976e-03
    2.13896215e-06   4.79463670e-05   5.29218058e-04   1.24033110e-03
    3.06559820e-03   4.09227941e-05]
 [  8.39905115e-04   3.27593480e-05   8.05929885e-04   6.67471613e-04
    2.61890180e-02   1.31079787e-02   1.81795069e-04   3.42186764e-02
    1.96383104e-01   7.27573335e-01]
 [  2.52274889e-03   3.06665093e-01   3.20570081e-01   7.34015275e-03
    3.77433631e-03   2.51608975e-02   2.91209161e-01   3.70963127e-04
    4.21372838e-02   2.49220000e-04]
 [  1.12992311e-04   8.34370870e-03   5.27799547e-01   4.52331096e-01
    2.71346746e-03   2.00096270e-04   6.58193976e-03   2.67392752e-04
    1.44102098e-03   2.08721161e-04]
 [  8.75550091e-01   4.40036956e-06   2.17391131e-03   6.01177942e-03
    5.14035946e-06   3.40022631e-02   1.38532196e-04   7.26428488e-03
    7.35006779e-02   1.34890364e-03]
 [  1.20500205e-04   1.17972718e-07   5.39875255e-05   1.02949127e-06
    9.76676524e-01   5.93040790e-03   5.28901466e-04   1.40062440e-03
    8.29840545e-03   6.98948698e-03]
 [  3.76209122e-04   4.58424736e-04   9.71615809e-05   3.03166569e-03
    1.28719958e-05   7.30029715e-04   8.95449546e-07   9.29155588e-01
    3.99512588e-04   6.57376796e-02]
 [  1.23491157e-02   6.42427243e-04   1.08448695e-03   7.52723869e-03
    2.69211363e-04   3.36000673e-03   1.32372108e-04   8.74834077e-04
    9.65099156e-01   8.66121799e-03]
 [  2.80636887e-05   3.95318375e-06   6.26989276e-06   1.98666210e-04
    6.94199553e-05   1.52357374e-04   2.02892316e-08   9.91335750e-01
    3.14236386e-05   8.17398168e-03]
 [  6.35397555e-07   5.80180968e-05   9.99694347e-01   2.29369776e-04
    4.76886175e-09   1.42319720e-07   3.52126335e-06   2.66471466e-06
    1.11928239e-05   9.56097423e-08]
 [  1.24599595e-04   3.65811549e-02   1.62999693e-03   3.13342661e-02
    7.51416534e-02   5.14367409e-03   1.36467934e-04   4.25331369e-02
    7.11110281e-03   8.00263941e-01]
 [  6.08646893e-04   1.62948314e-02   6.40298286e-03   1.03911208e-02
    7.82166317e-05   3.63396335e-04   2.84335292e-05   9.27523196e-01
    1.21170357e-02   2.61921678e-02]
 [  1.63367986e-05   4.00363242e-05   3.89835273e-04   9.79723930e-01
    1.37944124e-04   1.43948421e-02   1.62751403e-05   7.28407440e-06
    4.94665839e-03   3.26906767e-04]
 [  8.56337806e-07   1.81962582e-06   1.08725681e-05   6.98826307e-06
    9.93870735e-01   1.42609308e-04   1.03730781e-04   2.00391121e-04
    2.22392482e-04   5.43953851e-03]
 [  2.57010717e-04   1.90700390e-04   3.25169094e-04   2.19081150e-04
    9.96991321e-02   3.02553317e-03   5.10132988e-04   1.28761325e-02
    6.90206932e-03   8.75995040e-01]
 [  5.63235022e-04   2.42840677e-01   2.19957799e-01   8.62268265e-03
    1.95854697e-02   3.08325351e-03   4.86878783e-01   7.50231557e-04
    1.56816337e-02   2.03613052e-03]
 [  1.45127851e-05   5.73148020e-04   9.90894437e-01   5.20125497e-03
    4.69795083e-07   1.31791285e-05   1.43480569e-03   2.86087385e-07
    1.86789467e-03   1.97737915e-08]
 [  9.94887054e-01   5.73363079e-10   2.48457145e-05   1.51826965e-03
    3.74947504e-08   1.55051122e-03   4.92953916e-07   4.41277225e-04
    7.45217949e-06   1.57017494e-03]
 [  1.44181522e-02   4.57790913e-03   2.03456059e-02   6.72064396e-03
    2.19067894e-02   9.73754674e-02   7.40098357e-01   8.96523008e-04
    8.53482783e-02   8.31214711e-03]
 [  1.54485984e-03   1.37771451e-04   7.49638490e-03   2.66601574e-02
    1.34573621e-03   5.22913225e-03   3.74767068e-03   3.24536988e-04
    9.48634744e-01   4.87895869e-03]
 [  4.25444478e-06   3.58164201e-08   3.85154475e-04   9.58168016e-08
    4.61715274e-04   5.24371308e-06   9.98917103e-01   1.41380283e-07
    2.19188340e-04   7.07615391e-06]
 [  1.05158533e-05   9.89584148e-01   1.56194990e-04   3.22726928e-03
    2.18477944e-04   2.72673115e-05   3.66380496e-04   8.08739744e-04
    5.05812978e-03   5.42890222e-04]
 [  1.39959207e-06   1.24521412e-05   5.94762196e-06   3.90372946e-07
    9.98346090e-01   2.55322462e-04   9.40825790e-04   2.79551978e-06
    2.17662368e-04   2.17161854e-04]
 [  4.64362820e-04   7.06516266e-06   3.40278260e-02   3.76251919e-05
    1.22206926e-03   1.48450912e-04   9.64044929e-01   2.75491448e-06
    3.10398209e-05   1.38542528e-05]
 [  6.07013178e-08   3.23196815e-04   9.95320380e-01   4.30209469e-03
    6.20715923e-09   3.37421284e-06   2.58810542e-06   3.02606895e-05
    1.81475061e-05   2.12866773e-08]
 [  7.43008219e-03   9.56237689e-02   1.17752932e-01   5.94686151e-01
    1.06818788e-03   1.34165641e-02   6.95366552e-03   1.64399820e-03
    1.58100009e-01   3.32468189e-03]
 [  3.38481514e-05   9.32885523e-05   9.53148410e-05   1.03230683e-04
    9.87504184e-01   3.23661399e-04   1.66627497e-03   1.66475875e-04
    9.72552225e-04   9.04115476e-03]
 [  2.13466643e-04   1.93472113e-03   2.00999959e-04   5.18670566e-02
    1.42845195e-02   1.05665030e-03   6.51588634e-05   6.55679777e-02
    1.29562384e-02   8.51853192e-01]
 [  8.34615843e-04   2.23924962e-06   1.38457028e-06   9.95208829e-05
    1.30973585e-05   9.98577356e-01   1.06070902e-05   1.16938834e-04
    1.34456452e-04   2.09787482e-04]
 [  3.08832410e-03   9.94490401e-05   1.75275607e-04   2.83776913e-02
    2.54201848e-04   9.04692054e-01   1.13024015e-03   5.54761791e-05
    5.95449656e-02   2.58230907e-03]
 [  4.02510253e-04   1.45627523e-03   4.41675948e-04   9.81741548e-02
    1.00892205e-02   8.08875322e-01   1.93814654e-03   7.54236535e-04
    6.47926927e-02   1.30757671e-02]
 [  2.74867605e-04   3.64542052e-06   2.06864388e-05   9.96482015e-01
    2.64486971e-07   1.36148895e-03   4.05674882e-07   6.78602519e-05
    1.53983443e-03   2.48931552e-04]
 [  9.94416118e-01   5.39078293e-08   2.21916998e-05   1.28914238e-04
    1.22542804e-06   4.83987061e-03   8.01214992e-05   2.85412825e-04
    7.73769789e-05   1.48785199e-04]
 [  2.25789059e-04   7.23396182e-01   4.80263215e-03   7.08141029e-02
    1.17906518e-02   1.08954623e-01   2.89395009e-03   2.65879650e-02
    2.42933985e-02   2.62406487e-02]
 [  5.17635606e-03   8.68942379e-07   2.07536305e-05   7.75082642e-03
    2.20528775e-04   9.49812293e-01   1.70934072e-04   1.40968035e-03
    2.70419214e-02   8.39581154e-03]
 [  1.14734248e-04   2.67892610e-02   3.62325134e-03   3.72710936e-02
    9.40060127e-05   7.95139291e-04   1.49781790e-05   9.16297138e-01
    4.18513967e-03   1.08151529e-02]
 [  1.04394346e-03   5.20591915e-04   2.96189613e-03   1.21881170e-02
    1.76914558e-01   2.99997977e-03   1.32314512e-03   4.96150814e-02
    1.61574986e-02   7.36275136e-01]
 [  1.77414331e-05   3.45667395e-05   2.67016821e-05   1.36487564e-04
    9.74394262e-01   4.73932596e-04   1.23913109e-04   1.48608186e-03
    6.20844308e-04   2.26854179e-02]
 [  2.29236248e-05   2.76380277e-04   7.82766438e-06   6.12693664e-04
    4.13645721e-05   6.75342511e-04   3.77311039e-07   9.61713970e-01
    3.41338920e-04   3.63078378e-02]
 [  3.45735280e-05   1.50923996e-04   3.48927453e-04   5.37468331e-05
    6.08719047e-03   6.94283517e-04   9.92130458e-01   3.67670168e-07
    4.60180483e-04   3.93820301e-05]
 [  9.99312520e-01   1.95167562e-08   2.98405412e-05   1.51058175e-05
    7.00100102e-08   5.07864810e-04   7.50420877e-05   1.25887218e-05
    2.80254844e-05   1.89277780e-05]
 [  9.84077815e-06   9.37363366e-05   6.11090509e-04   7.45043042e-04
    5.08138968e-04   1.17574724e-04   4.45917658e-06   9.88770843e-01
    1.30422111e-03   7.83506408e-03]
 [  3.37781588e-04   3.83784254e-07   4.23873244e-05   3.19471350e-04
    4.73852961e-05   9.86510098e-01   5.33304294e-04   3.42488022e-07
    1.21730743e-02   3.57976787e-05]
 [  3.28867324e-03   1.35778203e-06   2.75020627e-03   2.21190538e-04
    4.03612357e-04   4.10588895e-04   9.71418738e-01   3.09504139e-06
    2.13958006e-02   1.06642059e-04]
 [  3.67117301e-03   4.28112179e-01   8.14368054e-02   2.08562743e-02
    2.78924266e-03   3.61602567e-02   2.24102400e-02   3.01642120e-02
    3.60581011e-01   1.38185192e-02]
 [  7.22113589e-04   9.43116665e-01   7.71740917e-03   1.73873547e-02
    1.96422474e-03   1.18570880e-03   2.40093097e-03   7.30307028e-03
    1.68235842e-02   1.37891818e-03]
 [  9.08559829e-04   9.32081521e-01   2.40716171e-02   4.98836581e-03
    5.19589288e-03   3.86514468e-03   1.06775854e-02   2.24546460e-03
    1.53748794e-02   5.90843905e-04]
 [  3.95890384e-04   1.95928453e-03   2.94378540e-03   1.36379385e-03
    9.30768490e-01   2.69799004e-03   2.20752750e-02   1.20465439e-02
    5.22255711e-03   2.05263719e-02]
 [  3.69463896e-06   2.41335783e-05   1.84601720e-06   9.64267529e-05
    2.98851933e-06   3.36515477e-05   1.35420688e-08   9.66966867e-01
    3.24591674e-04   3.25456820e-02]
 [  1.14289833e-04   2.63173645e-03   9.02970552e-01   1.17849996e-02
    3.50495270e-07   8.17094056e-04   1.66239653e-04   1.13131728e-05
    8.15006122e-02   2.82065662e-06]
 [  9.60260391e-01   1.14307164e-09   2.92530807e-04   4.43300496e-06
    6.72322713e-08   3.86772789e-02   5.97225444e-04   5.57061298e-07
    1.66961414e-04   4.31948592e-07]
 [  9.35338685e-05   5.90800337e-05   7.30464162e-05   2.90886674e-04
    8.88277829e-01   5.52850217e-03   3.31707904e-03   4.69442271e-03
    1.36003532e-02   8.40653926e-02]
 [  3.92333226e-04   5.38514592e-02   3.04518710e-03   1.23909764e-01
    1.61403863e-04   2.96896766e-03   2.57076281e-05   7.13212729e-01
    7.30429366e-02   2.93895304e-02]
 [  9.99207914e-01   9.16958523e-11   1.15611983e-05   1.71778247e-05
    2.45209769e-10   3.55573837e-04   3.63712786e-07   3.98628064e-04
    5.56910027e-06   3.22051164e-06]
 [  6.92465183e-05   9.64737773e-01   1.52498968e-02   1.33585297e-02
    9.05643465e-05   2.46808253e-04   1.66123803e-03   7.86571472e-04
    3.41827027e-03   3.81282880e-04]
 [  1.29868241e-03   4.00881603e-04   3.90481460e-03   2.00479888e-04
    6.66016996e-01   4.45971265e-02   1.19142272e-02   1.04744732e-01
    1.15853339e-01   5.10687754e-02]
 [  5.74097084e-03   5.88460671e-06   4.44395095e-03   4.76027638e-01
    6.50808652e-05   4.76190001e-01   2.02460177e-02   1.26774414e-02
    4.58450802e-03   1.84298387e-05]
 [  8.04627064e-07   1.50216561e-09   1.60494281e-07   1.42519752e-06
    4.94098664e-08   1.57010538e-06   3.12270121e-09   9.99970078e-01
    3.95493862e-06   2.19094363e-05]
 [  1.87507339e-06   8.33316989e-08   1.35434254e-06   2.11152274e-05
    5.79412465e-08   1.65683548e-06   8.65647776e-10   9.99667406e-01
    9.57175689e-06   2.97013641e-04]
 [  6.03666995e-03   4.28065192e-03   1.00509018e-01   1.00402543e-02
    4.90062684e-02   2.57865991e-02   8.14190600e-04   5.32890260e-01
    1.03993379e-01   1.66642755e-01]
 [  6.84955856e-04   1.15546137e-01   3.71177435e-01   1.07353136e-01
    1.51992934e-02   6.21774746e-03   1.61076616e-02   1.72406852e-01
    1.65243745e-01   3.00630499e-02]
 [  3.15777201e-04   3.92819848e-03   2.71603960e-04   3.98881454e-03
    1.02792513e-02   1.69143023e-03   4.19921453e-05   1.46056607e-01
    7.02914037e-03   8.26397240e-01]
 [  9.92374361e-01   1.12885516e-07   6.64001127e-05   3.37314373e-06
    1.70788626e-04   4.44980618e-03   6.98000775e-04   1.40734715e-04
    1.92489359e-03   1.71380394e-04]
 [  1.29313010e-03   2.15114858e-02   7.15945184e-01   2.57707685e-01
    1.79850088e-06   8.47561387e-06   1.44584337e-04   2.06696495e-04
    3.16655147e-03   1.43829793e-05]
 [  4.59385134e-04   2.90923603e-02   9.05414283e-01   3.89436185e-02
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    3.82809876e-03   3.43042659e-04]
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    1.20952018e-02   1.86298229e-03]
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    1.61588658e-03   1.04028499e-03]
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    6.26504183e-01   5.51698655e-02]
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    3.36205475e-02   5.63722388e-05]
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    1.17440626e-03   8.01684728e-05]
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    2.59316550e-03   7.67231965e-03   1.95515808e-04   8.84214640e-01
    2.57295440e-03   8.32912400e-02]
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    5.22529939e-03   1.14042096e-01   9.65894433e-05   1.61370300e-02
    7.65016556e-01   8.65773633e-02]
 [  5.10540884e-03   4.24799230e-03   2.41289428e-03   1.61373243e-02
    7.83918276e-02   1.43114869e-02   6.63747825e-03   9.15965885e-02
    8.44267830e-02   6.96732163e-01]
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    1.70974003e-04   2.67342897e-03]
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    5.57325875e-05   1.48768275e-04   3.95722708e-08   9.94451940e-01
    1.56034104e-04   5.04913088e-03]
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    1.92068019e-05   9.21655737e-05   2.47715957e-06   9.81728375e-01
    1.00426539e-03   1.13621950e-02]
 [  2.06993311e-04   8.83737594e-05   3.20774317e-02   3.43919615e-03
    2.23224049e-07   1.66906882e-03   3.13096365e-07   1.31249940e-03
    9.61098611e-01   1.07302265e-04]
 [  9.96436238e-01   3.48127465e-08   4.25209291e-05   1.90510866e-04
    2.99040721e-08   3.10422224e-03   5.83447472e-05   3.55841948e-05
    1.29515960e-04   3.06113293e-06]
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    5.40698966e-06   8.07779908e-01   7.40774922e-05   4.72202169e-04
    2.43851859e-02   3.35732911e-05]
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    1.16013428e-02   1.62431935e-03   9.63072062e-01   1.71999141e-04
    1.15182148e-02   2.78239109e-04]
 [  8.10461415e-07   9.94752765e-01   3.60612583e-04   4.01471648e-03
    3.87261571e-05   1.79817827e-04   1.70332714e-04   8.16279207e-05
    3.40694824e-04   5.99019295e-05]
 [  3.42628991e-05   1.12953148e-06   6.18268814e-06   8.62296986e-07
    9.86757934e-01   2.25008675e-03   1.77899507e-04   3.69103206e-03
    1.82365673e-03   5.25704958e-03]
 [  4.32945781e-05   1.68493389e-05   4.86460573e-04   9.90004599e-01
    1.43961154e-06   8.87473207e-03   1.70195581e-05   2.12662908e-05
    4.44522710e-04   8.98637809e-05]
 [  4.68972605e-04   3.41236911e-04   1.65508001e-03   7.21036413e-05
    3.98355955e-03   3.06315012e-02   9.62307990e-01   4.41388295e-07
    5.24689211e-04   1.43985208e-05]
 [  1.95969059e-03   3.22483122e-01   2.09640758e-03   2.66279355e-02
    7.73638189e-02   6.56184787e-03   5.14919125e-03   8.02362785e-02
    2.06301305e-02   4.56891477e-01]
 [  2.33726532e-05   6.11469222e-05   9.94755626e-01   3.29107232e-03
    1.82882577e-04   5.18338784e-05   1.48937316e-03   1.01470077e-05
    6.82579921e-05   6.61578451e-05]
 [  1.64632263e-04   9.04287219e-01   3.14723561e-03   2.81145843e-03
    6.77370524e-04   3.43379303e-04   1.12707901e-03   3.79304227e-04
    8.69587883e-02   1.03628197e-04]
 [  1.92292093e-04   1.26052985e-03   5.34349829e-02   4.94708210e-01
    1.88336323e-03   2.30695158e-02   5.88129973e-03   6.30073540e-04
    4.18659300e-01   2.80322332e-04]
 [  3.34894314e-04   1.74468532e-05   3.10546644e-02   7.20115704e-03
    8.79583061e-01   5.58847154e-04   9.80173051e-03   3.50327347e-03
    7.16667203e-03   6.07783124e-02]]
INFO:tensorflow:global_step/sec: 163.795
INFO:tensorflow:loss = 0.222622, step = 5501
INFO:tensorflow:probabilities = [[  6.73999079e-04   9.72734988e-01   7.19240587e-03   8.56536266e-04
    4.39777650e-04   4.71468898e-04   2.01851409e-03   2.68089492e-03
    1.27437571e-02   1.87632453e-04]
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    1.16956357e-06   1.49416795e-03   3.31030169e-05   5.23667899e-04
    5.07485960e-03   1.04984181e-04]
 [  4.64860796e-06   4.28940666e-06   9.99754369e-01   1.46439386e-04
    2.51101795e-07   3.47423537e-07   4.61683339e-06   6.51886410e-07
    8.39381028e-05   4.89467880e-07]
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    1.28922547e-05   5.58818465e-05   1.52702100e-07   9.73814547e-01
    1.74084635e-04   5.27133874e-04]
 [  1.77966524e-02   2.45518680e-03   3.58452387e-02   3.27382058e-01
    2.39085974e-04   2.15335451e-02   1.63950244e-04   4.49721813e-01
    5.17350696e-02   9.31273550e-02]
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    3.10745299e-01   1.67261250e-02   6.48620626e-05   2.24322099e-02
    2.75175702e-02   6.22278750e-01]
 [  8.04659259e-03   6.95823758e-07   2.50832454e-05   4.74837696e-04
    3.06515085e-06   2.44568549e-02   3.08296353e-06   3.18756138e-05
    9.66672361e-01   2.85559945e-04]
 [  5.60592823e-02   1.35246461e-04   1.62657024e-03   2.92767840e-03
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    2.75574531e-02   2.51435433e-02]
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    3.12068313e-03   4.44405159e-04]
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    1.13925505e-02   4.16203024e-04]
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    2.95876116e-01   1.30726593e-02]
 [  2.77214858e-04   9.59739482e-05   7.32061919e-03   1.73788774e-03
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    6.28690302e-01   5.05678217e-05]
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    9.51140246e-04   1.13722421e-01]
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    5.65857962e-02   2.71962047e-01]
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    3.42798270e-02   6.50544986e-02]
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    5.96071623e-05   4.04605238e-08]
 [  7.38445888e-05   3.11820954e-03   9.68981981e-01   6.66241860e-04
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    2.63082534e-02   8.44438262e-07]
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    5.03480784e-04   1.45172497e-04]
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    3.80587517e-06   9.01914954e-01   4.05477294e-06   1.59643805e-05
    9.43527147e-02   1.70576997e-04]
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    1.07281539e-03   3.73085350e-05]
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    5.89783071e-04   8.25315539e-04   9.02306987e-04   1.78634655e-02
    2.88192858e-03   4.38418565e-03]
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    2.52256523e-05   2.10139987e-07]
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    1.33457175e-03   9.62952673e-01]
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    1.45778591e-02   6.62577222e-04]
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    2.01629614e-03   6.65059924e-01]
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    8.21932360e-07   8.37670905e-06   8.47703407e-10   9.96753633e-01
    1.39286849e-05   2.96503282e-03]
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    5.29983190e-05   1.26098155e-03   1.24318351e-03   1.04053252e-04
    9.94478106e-01   3.91459529e-04]
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    7.15820534e-07   8.93425022e-05   1.55345077e-07   9.99457657e-01
    9.00310715e-06   2.18030080e-04]
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    4.52120230e-03   2.00010072e-02   7.79800612e-05   5.67226708e-01
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 [  1.40620274e-02   4.96258028e-04   2.53932793e-02   2.17317906e-03
    4.60091025e-01   1.46532692e-02   3.50655094e-02   7.49002537e-03
    3.62449251e-02   4.04330462e-01]
 [  8.71826924e-05   9.82220292e-01   5.47667872e-03   1.98621699e-03
    1.37976545e-04   1.68454993e-04   5.34632825e-04   1.43299031e-03
    7.69405952e-03   2.61562440e-04]
 [  1.76793139e-04   1.68214581e-06   2.77457730e-06   1.55634724e-03
    3.37264093e-04   1.24016812e-03   7.72609781e-07   9.89344895e-01
    7.74951986e-05   7.26169534e-03]
 [  1.63564552e-03   4.68467586e-02   1.12941908e-02   6.27144277e-01
    6.03713706e-05   8.55502263e-02   2.93847028e-04   9.02564963e-04
    2.25421786e-01   8.50259501e-04]
 [  9.72857306e-05   9.64197278e-01   2.16967030e-03   4.62429039e-03
    5.76378545e-04   1.68703508e-03   7.81002338e-04   4.49397648e-03
    1.87688805e-02   2.60419911e-03]
 [  2.55657167e-08   6.32238795e-08   1.43766442e-06   5.54628514e-07
    9.99012589e-01   1.80905117e-05   2.18283662e-06   2.40916324e-05
    1.42849331e-05   9.26720968e-04]
 [  1.39958502e-07   3.03352408e-05   9.95105982e-01   4.24629124e-03
    1.90821106e-06   5.82537382e-07   5.89412928e-04   1.38017162e-06
    2.38456032e-05   5.19448591e-08]
 [  1.91419604e-04   9.37256634e-01   3.24636558e-03   7.40267662e-03
    1.80387788e-03   1.91209950e-02   6.20368822e-03   2.17715115e-03
    1.89421065e-02   3.65511281e-03]
 [  1.17014488e-03   6.43776374e-08   5.47708305e-06   9.48623987e-04
    3.89014080e-04   9.92932439e-01   6.33107848e-05   1.32336309e-05
    4.24894691e-03   2.28828445e-04]
 [  4.39124415e-05   9.89958942e-01   1.17466494e-03   1.06544443e-03
    1.35568494e-04   7.41235635e-05   2.17557506e-04   3.41500645e-03
    2.36284290e-03   1.55185885e-03]
 [  5.41617535e-03   1.69570655e-01   2.68120840e-02   1.15226567e-01
    9.78355929e-02   3.93191516e-01   4.99550216e-02   1.71462651e-02
    1.04272977e-01   2.05731690e-02]
 [  4.31262342e-05   9.83808577e-01   8.91843752e-04   6.74488442e-03
    7.82350835e-05   4.03630576e-04   5.55053004e-04   3.05343186e-04
    6.99834991e-03   1.70918123e-04]
 [  5.60836447e-03   5.43292554e-05   5.13634784e-03   5.77149587e-03
    2.82605295e-03   7.85929561e-02   8.95351291e-01   3.67442431e-06
    6.07019197e-03   5.85326925e-04]
 [  2.26074294e-03   9.26529884e-01   5.97204268e-03   2.69966549e-03
    2.89300020e-04   8.53904150e-03   5.99708641e-03   6.80895813e-04
    4.57677804e-02   1.26356469e-03]
 [  6.85964071e-04   3.67934437e-04   9.93806899e-01   2.88535049e-03
    1.37277957e-05   3.65810665e-05   7.35619047e-04   2.03936615e-05
    1.43863587e-03   8.91484615e-06]
 [  1.25808860e-04   9.37587678e-01   1.49770710e-03   3.73630710e-02
    1.52510795e-04   3.20778345e-03   5.79429092e-04   1.01049980e-02
    7.62138097e-03   1.75942760e-03]
 [  3.05076333e-04   1.41973826e-04   9.84154105e-01   9.68247768e-04
    9.05357767e-04   4.96688532e-04   7.04049133e-03   3.70637048e-03
    1.60213781e-03   6.79409539e-04]
 [  2.30427700e-04   9.86503720e-01   6.40938524e-03   3.75346933e-03
    3.41447449e-05   2.11227612e-04   1.56597525e-04   3.40456842e-04
    2.18203897e-03   1.78657938e-04]
 [  1.28035230e-04   2.39238739e-02   3.72915203e-03   4.08118544e-03
    9.73166525e-03   8.92436132e-03   2.49002362e-03   6.01091981e-03
    9.22081947e-01   1.88988727e-02]
 [  3.05308815e-04   3.52221599e-04   1.85252822e-04   1.50083622e-03
    1.02012491e-04   8.68525880e-04   4.93995685e-06   9.16370451e-01
    2.28996389e-03   7.80204684e-02]
 [  8.86847377e-01   4.69921542e-05   3.96739179e-03   7.03191059e-03
    1.15073657e-04   1.65242348e-02   7.72590786e-02   5.73310128e-04
    5.01516461e-03   2.61958502e-03]
 [  1.74453737e-06   4.67306609e-06   4.93044126e-07   1.75750192e-05
    6.54849573e-05   4.21536039e-04   1.80470856e-08   9.89840686e-01
    3.06087139e-04   9.34172980e-03]
 [  4.63008764e-05   4.75053967e-05   1.40727742e-03   3.13946744e-03
    3.88214103e-04   9.16582067e-03   3.71777969e-05   1.06304802e-03
    9.79658842e-01   5.04635833e-03]
 [  3.76055716e-04   3.11499607e-05   1.79557968e-03   1.73568968e-02
    3.23315646e-04   7.79337883e-01   1.27951393e-03   6.87820939e-05
    1.97304517e-01   2.12637288e-03]
 [  7.24888378e-05   9.67467308e-01   3.33099510e-03   5.05452626e-04
    6.55071271e-05   2.00730446e-03   6.45147311e-03   5.90328491e-05
    1.99838262e-02   5.64417132e-05]
 [  8.59612442e-07   4.93163327e-07   2.46642827e-04   1.84513556e-04
    9.96216595e-01   2.02477531e-04   5.01786650e-04   2.00942177e-05
    2.29320096e-04   2.39721639e-03]
 [  2.81486806e-04   9.55583155e-01   4.70503420e-03   2.11983286e-02
    1.10048626e-03   2.68737250e-03   2.48085218e-03   4.27032169e-03
    3.43982992e-03   4.25305264e-03]
 [  2.15858244e-03   1.07680424e-03   4.47542581e-04   6.08934239e-02
    1.93868123e-03   8.57710719e-01   4.81022475e-03   3.38843121e-04
    6.35307133e-02   7.09447218e-03]
 [  1.46221602e-03   6.05374339e-07   1.90817700e-05   2.83154147e-03
    1.45270606e-03   1.27425697e-02   5.75316562e-06   8.53969753e-01
    7.41152151e-04   1.26774728e-01]
 [  4.38615069e-04   8.70449245e-01   1.03393430e-02   2.23228149e-02
    5.36740944e-03   2.79719792e-02   1.00347390e-02   7.35501712e-03
    3.58336978e-02   9.88722872e-03]
 [  2.13190261e-03   3.08553808e-06   4.80140530e-04   2.17370596e-03
    5.06680226e-03   8.94709289e-01   5.48910430e-05   7.60310970e-04
    9.83715709e-03   8.47826898e-02]
 [  1.02713453e-02   4.39505457e-05   1.86175730e-05   9.16363715e-05
    5.72663732e-04   3.98144638e-03   3.60850277e-06   6.30341828e-01
    2.02570111e-03   3.52649152e-01]
 [  3.15726036e-03   1.56116439e-04   9.73817050e-01   2.86535616e-03
    5.69892523e-04   6.46643239e-05   6.04808098e-03   3.93614901e-04
    5.90617443e-03   7.02174986e-03]
 [  1.77563785e-03   9.37917352e-01   7.56256608e-03   4.21628542e-03
    1.27614767e-03   4.92612924e-03   9.58666578e-03   3.99122993e-03
    2.74137650e-02   1.33406720e-03]
 [  4.91179489e-05   8.32722344e-06   2.56873143e-04   9.71325382e-04
    9.48396385e-01   4.10986459e-03   5.06723591e-04   3.34313558e-03
    1.75267027e-03   4.06055227e-02]
 [  9.18546505e-03   2.28668284e-03   9.54663628e-05   1.18486024e-01
    2.13723683e-06   8.06917667e-01   6.29425767e-06   1.30849192e-03
    5.75636923e-02   4.14816756e-03]
 [  9.97915208e-01   2.50318450e-08   9.32714684e-05   2.83471192e-04
    8.77535200e-08   7.65595527e-04   8.28408247e-07   5.94303187e-04
    9.00127925e-05   2.57109205e-04]
 [  4.03263344e-04   4.10351567e-02   5.78612834e-03   8.25704873e-01
    6.11977419e-04   7.99610540e-02   3.54349054e-03   1.16487361e-04
    4.21752483e-02   6.62413135e-04]
 [  5.06976266e-06   2.92783079e-06   9.99363482e-01   5.21118694e-04
    9.76643619e-08   4.33404750e-07   1.50983933e-05   7.24618758e-06
    8.34563034e-05   9.26848770e-07]
 [  1.84528268e-04   3.78449622e-05   1.72119126e-05   1.24712300e-04
    1.68846727e-05   9.96026278e-01   5.70709653e-06   2.16062996e-04
    3.13930027e-03   2.31571525e-04]
 [  1.16033800e-06   2.93942903e-05   1.53166824e-04   1.67695936e-04
    9.91250753e-01   8.80450898e-05   1.76993126e-05   2.75893341e-04
    1.11891692e-04   7.90424831e-03]
 [  2.84596354e-05   9.79123831e-01   8.06084077e-04   1.04936715e-02
    7.63446078e-05   1.41089852e-03   6.46065746e-04   3.49339144e-03
    2.24671280e-03   1.67443161e-03]
 [  3.66672641e-03   2.43693925e-04   9.20364633e-02   8.97658288e-01
    4.17634141e-07   5.63611882e-03   5.82662411e-04   1.67272301e-05
    1.55846647e-04   3.10911423e-06]
 [  9.76011070e-05   5.62782088e-06   3.54724284e-06   1.57302900e-04
    5.65879010e-02   1.46502126e-02   1.44961086e-04   3.62714291e-01
    6.28590509e-02   5.02779484e-01]
 [  4.21019213e-05   4.47061029e-04   8.06825759e-04   5.87215926e-03
    8.96723688e-01   2.10204604e-03   2.34483290e-04   8.30624718e-03
    3.85765033e-03   8.16077217e-02]
 [  3.46607485e-05   1.03783223e-03   2.15071514e-02   2.78815751e-05
    3.97175463e-04   3.77197925e-04   9.76112902e-01   1.08249679e-07
    5.01010218e-04   3.97850636e-06]
 [  4.43524186e-04   7.39384632e-05   1.22530517e-04   6.22599982e-05
    9.43215966e-01   9.70546436e-03   4.40018950e-03   2.49877479e-03
    1.41292131e-02   2.53479909e-02]
 [  5.30448975e-04   9.74436283e-01   1.32985401e-03   2.26632901e-03
    3.34087177e-04   6.57729711e-03   6.88393484e-04   4.32672445e-03
    6.40110299e-03   3.10970074e-03]
 [  7.98038905e-04   4.21066834e-05   1.18522975e-03   1.39973592e-04
    5.93260646e-01   5.06498211e-04   2.33190460e-03   3.43279890e-03
    1.27086295e-02   3.85594100e-01]
 [  3.32417618e-03   1.07428488e-04   8.96425336e-04   3.44885484e-04
    6.54416741e-04   4.23512422e-03   9.89081383e-01   1.98949397e-06
    1.34194456e-03   1.22716838e-05]
 [  3.50796804e-02   5.19810346e-05   5.41894399e-02   4.38428367e-04
    4.20756987e-05   8.61475617e-03   1.68745250e-01   5.55754423e-06
    7.32816696e-01   1.61821936e-05]
 [  3.89438298e-07   5.55405177e-06   3.70704157e-07   8.64064423e-05
    1.39179219e-05   5.36466796e-05   4.30305569e-08   9.93975580e-01
    5.14848507e-05   5.81254251e-03]
 [  1.93360657e-03   5.73223783e-03   3.65026146e-02   8.84338140e-01
    1.91883146e-06   5.50724529e-02   8.11101781e-05   1.25240125e-02
    3.63371801e-03   1.80182789e-04]
 [  3.91964912e-02   5.54150145e-04   2.22206977e-03   4.42294598e-01
    2.19133100e-04   3.22657764e-01   9.62680613e-04   4.85291181e-04
    1.81493923e-01   9.91386827e-03]
 [  9.34940763e-04   8.32076621e-05   3.09686875e-04   1.60261504e-02
    1.67946928e-04   9.46501095e-04   6.14820738e-06   9.50243294e-01
    9.46888933e-04   3.03352177e-02]]
INFO:tensorflow:probabilities = [[  4.70618892e-04   6.46563058e-06   5.56660671e-05   8.48136115e-05
    5.58919497e-02   2.18208719e-04   2.11767874e-05   5.84631041e-02
    1.25118520e-03   8.83536816e-01]
 [  1.53722194e-05   1.09299370e-04   1.34330499e-03   9.96968091e-01
    1.28959599e-07   1.27008953e-03   6.03416709e-07   2.77005674e-05
    2.56779691e-04   8.55440976e-06]
 [  1.33546686e-03   1.23263136e-01   5.59258878e-01   5.17919809e-02
    1.29791535e-02   6.00686180e-04   1.11267781e-02   1.39097467e-01
    6.51189089e-02   3.54275107e-02]
 [  3.60147562e-04   6.87652619e-06   1.10693723e-02   8.11314749e-05
    9.34871852e-01   1.14777591e-03   5.09603620e-02   3.25170782e-04
    1.32295230e-04   1.04501669e-03]
 [  7.40294764e-03   4.61755604e-07   3.48885340e-04   4.73831024e-05
    1.35147158e-04   2.16687866e-03   9.89798546e-01   3.13595905e-07
    7.78481481e-05   2.14368229e-05]
 [  9.30501265e-04   7.45170284e-03   1.13312751e-02   1.61464594e-03
    8.23341012e-01   4.65213954e-02   3.53202038e-02   2.60682963e-03
    1.13782827e-02   5.95040806e-02]
 [  9.99915719e-01   3.53209823e-11   2.48773831e-05   6.79010054e-06
    5.00238873e-09   1.87215355e-05   3.02830358e-05   2.43612931e-07
    3.25201518e-06   1.18326497e-07]
 [  1.15652016e-04   2.41698162e-03   1.45274568e-02   9.45831954e-01
    9.13250369e-06   1.52290438e-03   1.14553979e-04   2.07797551e-04
    3.52022611e-02   5.12918377e-05]
 [  1.58421218e-03   5.44866035e-03   2.33132538e-04   1.78427866e-03
    4.00550663e-03   1.43426247e-02   9.69315442e-05   6.61703289e-01
    7.61534041e-03   3.03185970e-01]
 [  4.27065417e-02   5.11145663e-05   5.30554564e-04   1.70949027e-02
    2.46265205e-03   1.71267048e-01   6.85644805e-01   3.36839657e-05
    7.68710747e-02   3.33754160e-03]
 [  1.88214891e-03   1.65380351e-03   1.33407246e-02   2.11398806e-02
    3.57757092e-01   4.63316496e-03   5.77147468e-04   1.52346259e-02
    7.19493851e-02   5.11831999e-01]
 [  2.32085280e-04   2.61297845e-03   7.20994256e-04   8.68442833e-01
    1.00924786e-04   1.22229820e-02   1.53208771e-06   3.97650525e-02
    3.90378460e-02   3.68627720e-02]
 [  4.17390656e-05   1.76070738e-04   4.30662651e-04   9.06046829e-04
    1.74489513e-03   1.16911903e-02   1.14452781e-03   2.93988214e-05
    9.82763886e-01   1.07158918e-03]
 [  3.21580167e-03   8.75948812e-04   6.41466910e-03   2.60711193e-01
    2.76767300e-03   6.41125977e-01   3.48895043e-03   7.52432318e-03
    6.01910688e-02   1.36843780e-02]
 [  1.31261144e-02   2.93173100e-04   1.01642320e-02   4.15595388e-03
    5.67212446e-05   4.83361911e-03   7.55464425e-03   1.14780421e-04
    9.58388329e-01   1.31245353e-03]
 [  4.47759451e-03   1.23082073e-05   2.04898650e-03   1.34257585e-04
    6.36316091e-02   2.59439170e-04   1.95342698e-03   1.19392099e-02
    1.86066180e-02   8.96936536e-01]
 [  1.98058430e-02   1.70509261e-03   1.77028286e-03   4.13347501e-03
    1.65652586e-04   9.08931494e-01   6.34570839e-04   7.83069339e-03
    5.30340523e-02   1.98879535e-03]
 [  7.56389461e-03   3.03567467e-05   4.60500456e-03   8.39245319e-01
    6.13527227e-05   7.81176984e-02   9.85226361e-04   1.03424035e-03
    6.76420853e-02   7.14750728e-04]
 [  5.99061779e-04   4.23179427e-03   1.69252150e-03   1.14784483e-03
    8.36244881e-01   1.10523198e-02   8.24954081e-03   2.92249280e-03
    1.05483653e-02   1.23311274e-01]
 [  5.63422823e-03   4.52889875e-03   1.39357697e-03   5.88082126e-04
    8.02725613e-01   2.23908518e-02   9.17083099e-02   8.02768022e-03
    2.39836033e-02   3.90191153e-02]
 [  1.76327550e-04   2.03608768e-04   9.91167545e-01   7.05690403e-03
    5.11763319e-05   5.95578749e-05   3.56687407e-04   3.68492911e-05
    7.66397396e-04   1.24900660e-04]
 [  1.72920827e-05   1.04263621e-04   4.08471067e-04   2.40481477e-05
    6.42909072e-05   5.72245335e-04   9.98594940e-01   1.98701969e-07
    2.12806946e-04   1.36612698e-06]
 [  1.27056537e-05   3.08435883e-05   2.48734403e-04   7.87632928e-07
    9.96976495e-01   3.40798957e-04   1.68439653e-03   9.74152645e-05
    1.66001875e-04   4.41705954e-04]
 [  1.39791541e-06   3.37001069e-07   1.90900278e-06   4.54804831e-06
    9.95068789e-01   3.12241376e-04   1.74590357e-04   2.06645622e-04
    2.67377216e-03   1.55589334e-03]
 [  3.81335674e-04   8.16812336e-01   2.65822932e-02   8.03257823e-02
    9.69322305e-03   1.13795549e-02   9.87863727e-03   8.97381548e-03
    2.20669229e-02   1.39061976e-02]
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    3.79831530e-02   1.10134920e-02]
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    2.45833900e-02   6.25577522e-03]
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    3.64246298e-05   7.12030858e-04]
 [  1.47215975e-03   1.34891167e-03   4.22547385e-03   9.57808793e-01
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    2.69374601e-03   1.25702427e-04]
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    1.40648624e-02   4.20223718e-04   1.28185739e-05   1.77812984e-03
    1.79405673e-03   9.81686354e-01]
 [  2.23971510e-05   1.33285008e-04   3.92901798e-04   2.29917729e-04
    1.47206840e-04   1.96681116e-02   1.83533970e-03   2.52520367e-05
    9.77519512e-01   2.61593887e-05]
 [  1.86986523e-04   2.12108478e-01   2.49428581e-03   1.94324657e-01
    2.37786234e-03   1.12394355e-01   6.14709046e-04   3.67186695e-01
    2.17709877e-02   8.65408331e-02]
 [  3.48748610e-04   1.27062933e-07   1.58901102e-07   1.27652683e-03
    3.32180718e-07   9.97769594e-01   4.00136940e-07   5.09920665e-06
    5.59022592e-04   4.00906647e-05]
 [  3.07088327e-02   1.79503768e-04   6.09264299e-02   7.49735311e-02
    8.25490933e-05   3.04065738e-03   1.85857443e-05   1.31827872e-02
    7.76077092e-01   4.08099703e-02]]
INFO:tensorflow:global_step/sec: 161.501
INFO:tensorflow:loss = 0.369433, step = 5601
INFO:tensorflow:probabilities = [[  7.39911105e-04   6.50728878e-04   1.17384036e-04   6.64270192e-04
    5.53990364e-01   5.44368476e-03   4.74859349e-04   3.77369002e-02
    8.93463846e-03   3.91247272e-01]
 [  6.36094017e-04   9.72501695e-01   3.18629481e-03   6.95994217e-03
    7.23724312e-04   1.79916481e-03   1.78324629e-03   2.74406350e-03
    4.36855806e-03   5.29719610e-03]
 [  3.55060445e-04   2.20035901e-03   9.84672129e-01   3.22171301e-03
    8.71254372e-07   1.38214542e-04   2.66838906e-04   1.71544325e-05
    9.12702922e-03   8.67289259e-07]
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    1.82453107e-07   1.87102309e-03   4.78600271e-07   5.24028451e-07
    3.21829539e-05   4.61319360e-06]
 [  2.23554112e-03   6.22862577e-03   6.29044045e-03   1.75788570e-02
    3.97409722e-02   2.42695272e-01   7.24124629e-03   9.58504621e-03
    5.39083302e-01   1.29320741e-01]
 [  1.57085724e-05   1.81004361e-05   9.91501093e-01   8.12224019e-03
    6.18880369e-09   2.50319795e-06   5.99552436e-07   1.24707030e-05
    3.26944719e-04   3.92433719e-07]
 [  8.13519489e-03   6.30428782e-04   7.66156986e-02   3.26067442e-03
    7.27210104e-01   7.34291924e-03   8.25019479e-02   1.72376465e-02
    8.67442507e-03   6.83909208e-02]
 [  1.22213241e-04   3.29629911e-05   1.26948883e-03   9.90159571e-01
    3.06574766e-05   6.70788018e-03   1.72099462e-04   7.36406309e-06
    1.44803105e-03   4.97138062e-05]
 [  9.77679670e-01   8.51673079e-08   2.34249004e-04   1.77400708e-02
    3.14352349e-07   3.35130491e-04   1.29901073e-05   2.24486412e-03
    1.51570013e-03   2.36935462e-04]
 [  8.71587023e-02   1.55038244e-04   6.81778090e-03   5.18910170e-01
    4.34369285e-05   2.29873449e-01   5.70262223e-03   1.74525092e-04
    1.50622472e-01   5.41783695e-04]
 [  2.36742853e-05   9.97025192e-01   1.05583784e-03   1.98808499e-04
    1.03740613e-05   1.41068249e-05   4.40753822e-04   2.81136145e-05
    1.19071419e-03   1.25006009e-05]
 [  2.69042645e-02   2.31991544e-05   9.92186740e-03   1.57041984e-04
    1.10597527e-02   2.74410937e-03   9.45988178e-01   2.05287171e-04
    1.59597292e-03   1.40036212e-03]
 [  1.21178728e-05   5.26555084e-07   3.35386562e-06   2.82751833e-04
    3.14897591e-07   1.08186337e-04   4.44038371e-08   9.99183357e-01
    1.15883078e-04   2.93541321e-04]
 [  9.84141171e-01   1.06064149e-07   1.47379772e-03   4.48991748e-04
    7.27627776e-06   5.83395222e-03   1.45514743e-04   5.09902420e-05
    7.47186784e-03   4.26376588e-04]
 [  7.36657967e-05   7.98620658e-06   3.46003326e-05   4.08257311e-03
    4.66068377e-05   1.00900681e-04   8.64911698e-08   9.92013752e-01
    1.82443655e-05   3.62168089e-03]
 [  1.91935055e-06   7.41553413e-06   1.22339761e-05   3.47727851e-04
    2.39755946e-06   2.71712943e-05   8.88415297e-09   9.98742878e-01
    1.84677501e-05   8.39842309e-04]
 [  5.46794363e-05   3.47221910e-04   1.07663113e-03   9.93316352e-01
    8.14280668e-07   3.22871539e-03   6.05090599e-06   7.87849596e-04
    9.85689112e-04   1.96041801e-04]
 [  4.84533887e-03   1.19258780e-02   1.00439796e-02   9.32480872e-01
    8.42292444e-04   1.54056167e-02   5.72449761e-03   1.24537561e-04
    1.76407490e-02   9.66298336e-04]
 [  4.88672558e-05   6.02041313e-04   5.40765250e-05   5.32658771e-04
    1.91499032e-02   1.47334533e-03   3.20793952e-05   2.04894436e-03
    9.95784253e-03   9.66100276e-01]
 [  9.62302029e-01   5.38214984e-09   6.53157258e-05   1.05830099e-04
    9.06882835e-09   3.73391956e-02   3.09175266e-05   1.77299330e-06
    1.54732930e-04   2.48488305e-07]
 [  1.54275226e-03   2.35637546e-01   6.67415978e-03   1.44707635e-02
    4.89767350e-04   3.61062251e-02   1.26807997e-03   3.44882370e-03
    6.79449320e-01   2.09126342e-02]]
INFO:tensorflow:probabilities = [[  4.70462619e-05   1.11747045e-06   2.57520223e-05   4.08759224e-04
    3.18033972e-06   2.53745914e-03   7.64484241e-07   9.77938771e-01
    1.02194771e-03   1.80152506e-02]
 [  6.61640381e-03   5.93029254e-04   9.59364355e-01   1.26060471e-03
    1.72933755e-06   1.61599412e-04   3.05937231e-02   4.29095302e-08
    1.40855380e-03   1.62227529e-08]
 [  5.57561824e-03   1.80904244e-05   3.09646537e-04   1.44720292e-02
    7.03186597e-05   9.74563718e-01   1.61859998e-03   4.43021008e-06
    3.00634396e-03   3.61336395e-04]
 [  1.77550572e-03   9.92521382e-05   1.13259643e-01   1.03426101e-02
    6.12114945e-06   9.14285949e-04   1.66255923e-03   2.04094067e-06
    8.71924162e-01   1.38461264e-05]
 [  2.56424391e-04   7.63431453e-05   1.65652100e-03   3.04138230e-04
    2.28391145e-04   9.28930414e-04   1.31088030e-03   1.22329904e-04
    9.93926466e-01   1.18955132e-03]
 [  2.09214881e-01   7.09548249e-06   9.78295971e-03   3.90362670e-03
    3.59071972e-04   1.65017322e-02   7.55990922e-01   2.71216151e-04
    1.12297409e-03   2.84560700e-03]
 [  3.90874082e-03   1.37455342e-02   2.56476495e-02   7.75605083e-01
    4.31228383e-03   7.72306090e-03   3.65133537e-03   1.23649705e-04
    1.62050471e-01   3.23220366e-03]
 [  1.10532704e-03   9.20058131e-01   3.70407174e-03   1.93497236e-03
    7.12314213e-05   4.69181500e-03   1.68043021e-02   2.01258736e-04
    5.03576994e-02   1.07110676e-03]
 [  1.63788013e-02   4.06236202e-03   2.15503380e-01   9.20087099e-02
    2.65969284e-04   1.91630814e-02   7.62834325e-02   4.65460362e-05
    5.75642407e-01   6.45241234e-04]
 [  1.09438952e-05   2.43873579e-08   1.03703724e-06   5.67878422e-04
    1.82071235e-05   9.96584654e-01   3.40504857e-06   8.53184702e-06
    2.74960254e-03   5.57133171e-05]
 [  2.68894248e-04   1.71258971e-02   5.48120122e-04   5.46139525e-03
    1.18145980e-02   8.24529584e-03   1.43212354e-04   1.19748078e-02
    4.35895361e-02   9.00828242e-01]
 [  7.49461060e-06   2.73326464e-07   1.69380627e-07   3.12453485e-04
    3.10308151e-02   1.41763466e-03   8.59219142e-07   6.42554760e-01
    1.53381712e-04   3.24522138e-01]
 [  1.34830385e-01   7.41310942e-04   1.26353195e-02   1.64654419e-01
    5.42216061e-04   5.61289489e-01   1.03168704e-01   1.89019775e-03
    1.88442115e-02   1.40384666e-03]
 [  7.39319809e-03   2.15533032e-06   1.43898092e-03   1.90840816e-04
    2.95515239e-01   1.94879039e-03   2.39709640e-04   6.01766864e-03
    1.56888145e-03   6.85684502e-01]
 [  9.83735323e-01   1.54731594e-09   1.48436055e-03   7.84455005e-06
    1.18107046e-07   7.75571316e-05   1.45074250e-02   4.27672404e-07
    1.86429286e-04   5.12880945e-07]
 [  4.82818037e-02   1.98988142e-04   5.60090393e-02   3.27794201e-04
    1.36444762e-01   2.91603386e-01   3.29277635e-01   1.07162545e-04
    1.36355788e-01   1.39361573e-03]
 [  4.80304698e-05   9.95788991e-01   2.97453254e-04   1.90613791e-03
    2.51442507e-05   5.94643861e-05   1.57990988e-04   5.18175366e-04
    9.42532381e-04   2.56042491e-04]
 [  1.02898637e-04   9.79249299e-01   3.72829894e-03   9.21148050e-04
    6.30740396e-05   1.48289822e-04   8.73364799e-04   1.69043033e-03
    1.27996560e-02   4.23520221e-04]
 [  6.55255746e-04   1.08118853e-04   6.42261002e-03   9.71282780e-01
    9.53868835e-07   2.11454816e-02   1.84749631e-04   3.23510722e-05
    1.62507116e-04   5.07779305e-06]
 [  4.86186560e-04   4.79333460e-01   2.71955449e-02   4.36813027e-01
    2.49006171e-05   2.11773068e-02   1.03611462e-02   1.04115177e-02
    1.32504730e-02   9.46507324e-04]
 [  2.64900504e-03   2.67343782e-03   9.85931158e-02   1.50535267e-03
    5.60379848e-02   1.48226861e-02   2.09066123e-02   7.03669190e-02
    2.55355872e-02   7.06909239e-01]
 [  3.98074953e-05   9.69169497e-01   1.23873970e-03   3.50534706e-03
    1.40234944e-03   8.39587301e-05   9.21880201e-05   1.49735017e-02
    2.85318703e-03   6.64126500e-03]
 [  1.20591212e-04   6.69360770e-06   3.17478407e-04   5.78020653e-03
    8.46622352e-05   1.49712395e-02   5.53781101e-05   9.03027656e-04
    9.76248920e-01   1.51182897e-03]
 [  2.16948433e-06   7.50483423e-07   6.86114890e-06   2.07626872e-05
    9.52965677e-01   8.44527967e-05   3.36991143e-05   2.73574580e-04
    6.77521515e-04   4.59344983e-02]
 [  6.08929395e-06   4.61444287e-08   5.85264806e-03   4.17594492e-06
    1.71289349e-03   6.03177386e-06   9.92397249e-01   1.79202561e-06
    1.03697630e-05   8.69434825e-06]
 [  5.84300324e-05   2.59619812e-03   1.97657887e-02   9.50912833e-01
    1.37316936e-04   1.38319982e-02   1.55053288e-03   4.64012555e-06
    1.09929126e-02   1.49368192e-04]
 [  8.15295498e-05   1.04429855e-04   2.17829831e-03   7.32049739e-05
    4.68417108e-02   3.77511606e-04   9.49721932e-01   2.22795879e-05
    6.08759401e-05   5.38066321e-04]
 [  3.22232052e-04   1.07729677e-02   6.05595857e-03   8.25396832e-03
    3.35458219e-02   1.88035087e-03   7.31215696e-04   2.07826674e-01
    2.95735989e-02   7.01037228e-01]
 [  3.12656653e-06   8.60746923e-07   4.43708617e-04   6.83893290e-07
    8.83773377e-04   1.15312496e-05   9.98631656e-01   1.75624578e-07
    2.28408899e-05   1.66648476e-06]
 [  8.63197492e-04   9.76377070e-01   7.03146623e-04   1.37448707e-03
    4.22323123e-04   9.49593319e-04   8.35879706e-04   8.30914301e-04
    1.64609794e-02   1.18242332e-03]
 [  5.76257880e-05   3.34577589e-06   1.00099511e-04   1.85947301e-05
    3.48863704e-03   2.88367824e-04   9.95420516e-01   5.96961172e-06
    5.35575673e-04   8.12946892e-05]
 [  2.18999665e-03   2.32233546e-07   9.23211396e-01   1.58789416e-03
    1.14879450e-02   4.99516609e-04   2.95928754e-02   1.48732055e-04
    2.05419790e-02   1.07395789e-02]
 [  7.15565264e-01   2.03403270e-05   1.86823402e-03   2.49917749e-02
    2.90767435e-04   1.87025264e-01   1.37160846e-03   1.94659717e-02
    2.57222187e-02   2.36785319e-02]
 [  4.18942701e-03   5.72838858e-02   1.17011424e-02   1.11768730e-01
    1.31037068e-02   8.87531117e-02   8.03485978e-03   6.27661729e-03
    6.79714859e-01   1.91736408e-02]
 [  9.56885755e-01   1.93169392e-08   1.10239989e-05   4.51858104e-05
    5.16273868e-09   4.24757823e-02   8.66950941e-05   1.05349898e-06
    4.93587402e-04   9.59748832e-07]
 [  4.17623989e-04   2.07609584e-04   1.72301948e-01   4.05009836e-03
    7.16020226e-01   4.01163194e-03   7.42241442e-02   1.14290249e-02
    5.54074720e-03   1.17968032e-02]
 [  3.80121091e-05   2.55535360e-05   9.82389808e-01   1.06398882e-02
    1.19080767e-04   5.56299579e-04   3.04246857e-03   1.47865796e-06
    3.16852494e-03   1.86866309e-05]
 [  4.14255737e-05   3.80378333e-06   9.99845266e-01   8.08832556e-05
    1.89089303e-06   2.67016304e-07   1.18631824e-05   2.87720013e-06
    5.12578936e-06   6.61396007e-06]
 [  1.36669594e-04   9.89721358e-01   7.97309214e-04   2.42246315e-04
    6.79625009e-05   9.50017711e-04   5.15183993e-03   6.34833050e-05
    2.80867144e-03   6.04120614e-05]
 [  5.28899000e-05   1.01727736e-03   4.18307354e-05   6.23879768e-03
    5.52925840e-03   5.79475518e-03   8.03941657e-06   2.59489238e-01
    2.59172777e-03   7.19236135e-01]
 [  3.92601905e-05   1.30827495e-04   5.45295537e-04   5.25730284e-05
    1.44330971e-03   1.14694180e-03   9.95343983e-01   3.41656255e-06
    1.27554627e-03   1.89197926e-05]
 [  3.48987051e-05   9.89271522e-01   2.15666019e-03   1.12570787e-03
    3.04895802e-04   4.42176424e-05   5.70139149e-04   1.34512666e-03
    5.06795896e-03   7.87187455e-05]
 [  5.56701096e-04   6.42509303e-06   1.06039415e-05   5.67507232e-05
    5.48737880e-04   3.17478972e-03   2.57249530e-06   9.80119646e-01
    7.37540016e-04   1.47863012e-02]
 [  2.16799563e-05   3.54391115e-04   5.28020493e-04   2.62093294e-04
    1.05690956e-02   1.65794254e-03   9.85871851e-01   2.61288164e-06
    3.20551568e-04   4.11746500e-04]
 [  8.75764468e-04   5.98670977e-06   1.95183977e-02   1.63788078e-04
    5.04070288e-03   6.89616101e-03   9.64469910e-01   1.14156093e-04
    2.86738202e-03   4.77956055e-05]
 [  4.92223306e-03   9.23915673e-03   3.02152731e-03   2.64927186e-02
    1.67469971e-05   7.66830053e-03   3.89172055e-04   2.60924036e-03
    9.43437994e-01   2.20293808e-03]
 [  4.57970964e-06   1.56177528e-04   2.02588562e-05   1.09625238e-04
    9.77114260e-01   1.70446350e-04   8.93387594e-04   1.72439159e-05
    2.19053845e-03   1.93235446e-02]
 [  1.28308136e-04   3.78769510e-05   4.52456788e-06   8.15583509e-04
    4.58031334e-03   1.64133252e-03   3.55351176e-06   7.43642543e-03
    1.61593384e-03   9.83736098e-01]
 [  3.26901354e-05   2.19649271e-04   1.99736059e-02   3.48213885e-04
    1.26401298e-02   1.72211276e-03   9.63490427e-01   4.10622124e-05
    1.13245263e-03   3.99594486e-04]
 [  9.87299979e-01   2.20332486e-09   3.46960093e-07   1.14255663e-05
    4.94043340e-09   1.26006790e-02   7.35733629e-05   1.14736537e-07
    1.38577125e-05   1.04925464e-08]
 [  1.92882217e-04   4.54180594e-07   2.83361878e-03   5.44168070e-05
    4.98315552e-04   8.55720282e-05   9.95549321e-01   9.21838591e-07
    7.18948839e-04   6.54562318e-05]
 [  2.00260151e-02   3.75541997e-09   7.46515798e-06   9.13218915e-01
    1.08230222e-06   6.04108498e-02   3.26069539e-06   2.11988590e-04
    5.85355330e-03   2.66919698e-04]
 [  1.16465366e-04   1.94656004e-05   1.50449850e-04   1.41003911e-04
    4.33766514e-01   2.48986296e-04   7.05671700e-05   2.88794329e-03
    1.52897008e-03   5.61069608e-01]
 [  4.54242080e-02   1.69316831e-04   2.29330771e-02   4.93885903e-03
    1.97646886e-01   5.79905473e-02   1.96010675e-02   5.58266491e-02
    2.09554881e-02   5.74513972e-01]
 [  1.92238163e-04   6.74838384e-06   3.77035540e-05   1.66384038e-03
    7.11127286e-05   9.92426634e-01   2.13881908e-03   3.16655857e-08
    3.43715074e-03   2.56603944e-05]
 [  2.51302936e-05   1.52639768e-04   2.06439858e-04   4.92161082e-04
    3.45294643e-06   5.07520053e-05   3.44939679e-07   9.98159111e-01
    1.00482357e-04   8.09457037e-04]
 [  9.86856997e-01   2.57996106e-07   1.07317464e-03   6.88394357e-04
    1.05863069e-06   2.07103975e-03   5.41974759e-06   3.73885897e-03
    7.11931498e-04   4.85270377e-03]
 [  3.07785340e-05   1.40533209e-01   8.45448613e-01   8.75527970e-03
    2.95429982e-05   9.31199465e-05   3.18071689e-03   1.38070100e-04
    1.77889830e-03   1.17584550e-05]
 [  1.66253994e-05   2.31545710e-05   5.45808114e-04   9.96339440e-01
    1.50018723e-05   1.38201821e-03   2.14448755e-06   2.69399548e-04
    1.12838962e-03   2.78173975e-04]
 [  1.25325416e-04   9.72237706e-01   2.06717476e-03   1.06423497e-02
    4.54333203e-04   3.18016345e-03   2.82312627e-03   1.21132750e-03
    6.53390540e-03   7.24655169e-04]
 [  7.39508076e-03   1.00288009e-02   2.61266362e-02   1.15656845e-01
    9.80733093e-05   2.42010993e-03   9.50970803e-04   1.07334030e-03
    8.33680868e-01   2.56924029e-03]
 [  3.35041736e-03   6.74112584e-04   3.87190783e-04   9.36785992e-03
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    1.19453780e-02   1.93296454e-03]
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    3.22786495e-02   7.65343070e-01]
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    2.13523919e-04   1.04108616e-03   8.47783387e-01   3.18022590e-04
    5.34771802e-03   3.28786159e-03]
 [  1.42718283e-02   1.65499654e-03   1.71048164e-01   7.68393790e-03
    1.75834000e-02   5.41742481e-02   6.75722584e-02   7.67778512e-03
    6.21763051e-01   3.65703143e-02]
 [  2.22344326e-07   3.65152780e-04   9.31526423e-01   1.03402289e-03
    2.03752779e-06   3.61746606e-06   6.69768676e-02   5.81790982e-06
    8.57642735e-05   9.39056548e-08]
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    2.93491129e-03   4.93526517e-04]
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    1.16679199e-04   1.59645069e-03   2.32824659e-05   9.10791278e-01
    8.96517653e-04   8.37554038e-02]
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    7.14542389e-01   1.40893820e-03   7.02001998e-05   8.79182422e-04
    1.14652899e-03   2.81470418e-01]
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    6.51380271e-02   1.80375588e-03]
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    7.20072130e-05   6.78699240e-02   1.58335897e-03   9.50968068e-04
    8.93342137e-01   3.24981031e-03]
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    7.82768075e-06   4.94743290e-06   2.82987276e-05   6.53817726e-04
    7.31384425e-05   5.09544509e-04]
 [  4.77934576e-04   9.79933143e-01   3.85298138e-03   1.36162434e-03
    2.30454418e-04   5.83880232e-04   5.34941384e-04   9.48730332e-04
    1.16639147e-02   4.12421650e-04]
 [  3.96659821e-02   6.44329484e-05   7.41821641e-05   2.23005103e-04
    1.65255391e-03   9.07367885e-01   8.96037032e-04   1.20879263e-02
    3.65114063e-02   1.45647919e-03]
 [  4.76623653e-04   2.63362813e-06   1.10209394e-05   1.02416228e-03
    1.47400106e-05   9.89779413e-01   2.76481987e-05   5.40256333e-05
    8.37320182e-03   2.36546577e-04]
 [  2.11394763e-05   2.64963310e-04   1.06087255e-05   3.50539281e-04
    9.32616234e-01   1.64642918e-03   4.05398459e-04   1.00649474e-03
    6.11406460e-04   6.30668476e-02]
 [  9.96037722e-01   3.24498686e-08   5.46406181e-06   3.35084337e-06
    2.97789242e-08   3.88739351e-03   5.09014026e-05   4.29481179e-06
    9.99383428e-06   7.98747237e-07]
 [  9.86535966e-01   6.80909670e-06   3.46440286e-03   8.93020304e-04
    1.04188566e-05   2.99746310e-03   1.08366972e-03   9.44671192e-05
    4.27846424e-03   6.35282602e-04]
 [  4.10333788e-03   4.97217337e-03   8.56822263e-03   3.49560450e-03
    9.06745263e-04   1.04743000e-02   3.00804595e-03   5.54792117e-04
    9.58978415e-01   4.93833050e-03]
 [  1.13741150e-02   4.34859103e-05   8.44196789e-03   2.22728332e-03
    1.34204573e-04   7.38337517e-01   2.64350045e-03   3.32474872e-03
    2.32188776e-01   1.28446263e-03]
 [  3.35613113e-05   1.43572397e-04   1.52414723e-04   1.18655222e-03
    2.26891950e-01   1.15657796e-03   1.50857843e-04   1.23722544e-02
    8.67482275e-03   7.49237478e-01]]
INFO:tensorflow:global_step/sec: 163.542
INFO:tensorflow:loss = 0.32402, step = 5701
INFO:tensorflow:probabilities = [[  2.00248789e-03   2.72401539e-05   7.85800628e-04   9.66665268e-01
    2.89768141e-05   2.29316019e-02   3.97339172e-05   8.10266502e-05
    7.04463758e-03   3.93183320e-04]
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    1.05116129e-08   1.55097564e-06   2.11248297e-10   9.99364674e-01
    2.11786528e-06   4.29062231e-04]
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    4.44719717e-06   2.17858423e-02   6.06679823e-04   2.21864646e-03
    3.13970633e-02   2.22715040e-04]
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    3.86346190e-04   7.95239583e-03]
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    3.68236890e-03   7.42856879e-04]
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    7.13384032e-01   1.28016551e-03]
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    3.70356021e-03   6.56299949e-01]
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    5.20516587e-05   1.49997429e-03]
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    2.09290825e-04   6.29090965e-02]
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    1.04869032e-05   4.72932705e-04]
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    2.21849963e-01   7.70358311e-04]
 [  1.19197741e-02   4.60007783e-07   9.98236705e-03   1.23477392e-01
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    7.26571159e-09   6.07407419e-04   1.11929421e-05   3.98879138e-07
    7.71173836e-06   5.55006466e-07]
 [  8.56945815e-04   9.17702675e-01   5.38695343e-02   3.19531048e-03
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    1.10479072e-02   1.17494212e-03]
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    5.71610872e-03   3.00197559e-03]
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    5.75157940e-01   4.37924825e-02]
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    4.93281823e-06   9.46240425e-02   4.25330472e-06   2.36326619e-03
    2.12882280e-01   2.21801121e-02]
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    7.93457788e-04   1.31641227e-05]
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    2.14475417e-03   9.74374354e-01]
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    4.62921571e-06   9.81389821e-01   3.59195075e-03   1.58726834e-05
    6.70607015e-03   5.23486706e-05]
 [  2.47903139e-04   3.55040320e-05   1.14271621e-04   1.11347288e-02
    1.37384534e-01   3.84358130e-03   7.74648579e-05   2.49634287e-03
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 [  1.98199302e-02   2.65285675e-03   8.62201117e-03   1.04733370e-03
    7.94909196e-04   3.61847715e-03   9.16950583e-01   1.45781378e-05
    4.63620126e-02   1.17236363e-04]
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    2.12272653e-06   5.10169791e-08]
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    3.36794113e-03   3.79670132e-03]
 [  8.15498307e-02   2.25652366e-06   2.51088082e-03   5.78094914e-04
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    2.89006834e-03   6.14090621e-01]
 [  4.03982960e-02   4.05635132e-04   4.51293681e-03   4.76190656e-01
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    8.93684804e-01   1.81248900e-03]
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    1.01501599e-03   4.51185770e-04   6.11059426e-04   3.89942303e-02
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    8.96736562e-01   2.82763653e-02]
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    8.29570577e-04   7.70304003e-04]
 [  4.19724640e-03   6.18939521e-04   3.72090796e-03   1.85162935e-03
    4.42500897e-02   7.63058197e-04   4.69773542e-04   3.86902243e-02
    3.24798189e-02   8.72958302e-01]
 [  2.02414813e-04   3.98827280e-04   7.68261907e-06   1.92812085e-03
    3.31780803e-03   9.88708157e-03   1.26904642e-05   9.63631749e-01
    7.33626948e-04   1.98800322e-02]
 [  5.06516488e-04   1.15124145e-04   2.72341640e-05   4.88744117e-03
    2.08016448e-02   2.77750399e-02   5.27607772e-05   2.05063950e-02
    1.04737682e-02   9.14854050e-01]
 [  3.24200732e-06   2.65771161e-09   1.09033218e-08   2.13568933e-06
    7.62299862e-07   2.07971061e-06   2.27606281e-10   9.99107420e-01
    1.14230261e-05   8.72942037e-04]
 [  1.17056508e-04   6.57616340e-07   8.47275136e-04   9.85883057e-01
    1.04014696e-07   5.33835683e-03   1.27942883e-08   2.21238253e-04
    5.42847207e-03   2.16376502e-03]
 [  9.89499450e-01   1.89205622e-07   7.40247837e-04   2.42665046e-04
    8.06770913e-06   2.55695125e-03   4.15117072e-04   6.13748236e-03
    1.36956960e-05   3.86227883e-04]
 [  3.40028736e-03   1.17223790e-05   9.73217189e-03   1.65113772e-04
    3.85480225e-01   3.29012261e-03   2.18258724e-02   3.77775496e-03
    9.36538819e-03   5.62951267e-01]
 [  8.63018259e-02   1.24331340e-02   2.07675900e-02   2.36975607e-02
    6.35973364e-02   6.48066640e-01   1.03184897e-02   4.03581150e-02
    5.63113540e-02   3.81479450e-02]
 [  4.46277624e-03   8.34378297e-05   2.95609608e-03   3.17143131e-05
    2.03741342e-03   4.33027558e-03   9.85576034e-01   6.58723548e-06
    4.21065750e-04   9.45710781e-05]
 [  8.80289415e-04   9.09242500e-03   2.84490362e-03   3.24866734e-04
    9.37898815e-01   1.20504515e-03   2.05744319e-02   7.81166018e-04
    1.08381948e-02   1.55598978e-02]
 [  9.10698782e-06   6.91352852e-07   5.62681521e-07   1.29735463e-05
    6.78130332e-03   1.39178392e-05   9.82166398e-07   2.31834082e-03
    2.56554922e-04   9.90605533e-01]
 [  2.87163304e-04   9.81613295e-04   2.15471280e-03   5.51857147e-03
    1.03334477e-02   4.93308762e-03   2.50167912e-04   3.98032516e-01
    6.13603136e-03   5.71372688e-01]
 [  9.52105761e-01   1.00347370e-05   7.79719441e-04   2.70631775e-04
    9.02861124e-04   1.93769708e-02   2.27647601e-03   1.46147152e-02
    3.36266216e-03   6.30031526e-03]
 [  1.64319747e-04   8.24202652e-06   5.68549149e-03   1.15732255e-05
    1.65441749e-03   8.61089284e-05   9.92097974e-01   7.87111276e-07
    2.75640545e-04   1.53295314e-05]
 [  4.33989167e-01   4.27432866e-07   2.69166529e-02   4.77447454e-03
    3.51990275e-05   4.83704992e-02   7.30535015e-03   4.59700706e-04
    4.77903515e-01   2.44979339e-04]
 [  8.97643913e-05   2.65883846e-05   1.00704038e-03   1.60206793e-04
    7.30952015e-04   1.25171838e-03   9.89878774e-01   1.32393461e-06
    6.61474792e-03   2.38823093e-04]
 [  2.09778151e-03   4.60840965e-04   6.99885888e-04   2.96864449e-03
    2.06674391e-04   9.33139920e-01   3.39572281e-02   9.96740141e-07
    2.62031872e-02   2.64703063e-04]
 [  9.84223962e-01   1.24084215e-06   2.91916542e-03   3.52339091e-04
    6.12451913e-06   1.01265628e-02   3.15164943e-04   1.42422277e-05
    1.96032459e-03   8.09476915e-05]
 [  2.71482044e-04   7.76701290e-06   4.60214960e-06   3.99487850e-04
    1.29749460e-04   7.86675024e-04   5.22535572e-07   9.80299354e-01
    5.01173672e-05   1.80502217e-02]
 [  4.07299725e-03   1.74117362e-04   1.11690937e-02   2.61088763e-03
    8.09728801e-01   1.64989650e-03   1.49514740e-02   9.15013999e-03
    1.34425126e-02   1.33050114e-01]
 [  3.83687802e-06   1.10430142e-06   2.05013322e-07   1.35111203e-03
    3.46746347e-05   3.82274215e-04   2.86914599e-08   9.22814071e-01
    9.01907333e-05   7.53225163e-02]
 [  7.61729060e-03   1.74841390e-03   1.70528505e-03   1.40067386e-02
    3.23889835e-04   9.06401575e-01   1.40191540e-02   6.12456788e-05
    5.36544807e-02   4.61966585e-04]
 [  6.90734169e-07   2.09334615e-07   2.36829851e-06   2.45702927e-06
    9.74110961e-01   2.33208939e-05   4.75139132e-05   8.43847374e-06
    5.69859767e-05   2.57470813e-02]
 [  3.04117948e-02   1.57671471e-04   4.77888680e-05   1.65452121e-03
    4.05053236e-03   2.43120324e-02   4.80237468e-05   5.05266964e-01
    7.68769952e-03   4.26362932e-01]
 [  3.75340664e-04   6.21889922e-05   9.88433301e-01   9.74319410e-03
    6.11899850e-07   4.50012703e-05   5.47961157e-04   3.66283643e-07
    7.91877392e-04   3.19595870e-07]
 [  1.04151340e-03   3.04020159e-05   1.68499874e-03   1.13340048e-03
    2.08244566e-03   1.31519632e-02   9.55070853e-01   2.63643997e-05
    2.52632182e-02   5.14773128e-04]
 [  2.13939953e-03   1.70825660e-04   9.30637479e-01   3.82498559e-03
    4.97035973e-04   2.15850581e-04   1.54778874e-02   2.54141423e-06
    4.65817675e-02   4.52220091e-04]
 [  1.05525402e-03   1.04047816e-04   1.27040474e-02   3.44283506e-02
    7.49068626e-04   1.63385924e-02   8.94867408e-04   8.94410443e-03
    9.15520549e-01   9.26121138e-03]
 [  7.70718791e-04   1.09152984e-06   8.45287650e-06   1.70271064e-03
    2.57546804e-03   1.62458513e-02   1.53176879e-05   8.10017586e-01
    1.69954204e-04   1.68492749e-01]
 [  1.27861085e-06   2.67740734e-06   1.12910115e-03   3.04284658e-05
    9.62563396e-01   1.54049834e-04   3.14607546e-02   1.31367327e-04
    2.36178003e-03   2.16503441e-03]
 [  7.03270707e-05   1.03556691e-03   1.77601833e-05   9.61213140e-04
    9.15583596e-03   1.03665888e-02   8.51324061e-04   5.13991294e-03
    6.53118920e-03   9.65870202e-01]
 [  2.41846137e-04   1.04626284e-04   9.82309878e-01   1.20490510e-02
    1.43432087e-04   1.69269944e-04   1.84183606e-04   4.24010841e-06
    3.88025423e-03   9.13114171e-04]
 [  1.87167298e-05   2.46606418e-04   2.82328780e-04   2.59703072e-03
    9.55562055e-01   2.81305215e-03   5.83063578e-04   3.73691204e-03
    2.34489189e-03   3.18153203e-02]
 [  2.27055381e-04   2.04736013e-02   8.63943307e-04   1.19479559e-02
    6.97691962e-02   3.85788642e-03   1.10695069e-03   1.28041372e-01
    3.75458188e-02   7.26166189e-01]
 [  1.13611156e-03   1.40897173e-03   2.70865625e-04   1.78136548e-03
    5.77247143e-03   1.74224719e-01   8.83632060e-03   2.05166591e-03
    7.93434918e-01   1.10825906e-02]
 [  7.23408610e-02   1.93206151e-03   5.98145053e-02   3.04045528e-03
    7.16614630e-03   2.78844545e-03   4.07853583e-03   4.34168195e-03
    7.04196572e-01   1.40300721e-01]
 [  4.12101625e-03   2.84994883e-03   4.54718135e-02   5.66596538e-02
    7.46776714e-05   1.70970950e-02   1.76909938e-02   5.36285283e-04
    8.54216635e-01   1.28180941e-03]
 [  6.68461144e-05   6.73559401e-03   1.00468029e-03   8.88479277e-02
    4.18126037e-05   4.79394570e-04   2.04657363e-06   8.78910363e-01
    2.56376760e-03   2.13475656e-02]
 [  2.35442538e-04   2.29295605e-04   1.65462669e-04   9.82014928e-04
    4.76909913e-02   4.13058471e-04   8.89716321e-05   2.06642300e-02
    4.55179950e-03   9.24978733e-01]
 [  9.96097922e-01   3.13680211e-08   1.58576877e-04   4.85546771e-05
    3.36289929e-07   3.42566078e-03   6.26120891e-05   6.00381027e-05
    1.49330408e-05   1.31315624e-04]
 [  8.11837032e-04   1.89168211e-02   4.30575572e-03   9.26199257e-01
    1.22810679e-03   1.21708447e-02   7.64209835e-04   7.05256884e-04
    2.68097986e-02   8.08810815e-03]
 [  5.39010530e-03   4.87075944e-04   1.16022766e-01   1.38438597e-01
    4.07326967e-01   1.00485533e-02   2.83667654e-01   2.89370160e-04
    6.64491905e-03   3.16839516e-02]
 [  3.94517301e-05   5.64509677e-03   1.20852748e-03   1.59245264e-02
    3.93983755e-05   3.68718029e-04   1.04980199e-06   9.67243969e-01
    5.89306932e-04   8.93986784e-03]
 [  9.99272525e-01   2.01636503e-08   1.10823908e-06   1.43495607e-04
    3.64537591e-08   5.57679043e-04   7.46065837e-07   3.97465465e-06
    1.85276549e-05   1.94705262e-06]
 [  2.98306823e-01   7.45325466e-04   1.99023690e-02   8.46147258e-03
    4.12981957e-02   1.61653832e-01   1.48781091e-02   1.91531911e-01
    1.97586827e-02   2.43463293e-01]
 [  3.54412128e-03   1.29495102e-05   2.09786376e-05   4.16947948e-03
    2.62236106e-04   9.81280506e-01   1.02678163e-03   1.73159697e-05
    9.19603929e-03   4.69464925e-04]
 [  5.20250760e-04   4.07046406e-03   8.40685427e-01   1.07132956e-01
    2.21378614e-05   3.55455501e-04   1.22277590e-04   1.01022562e-02
    3.69106159e-02   7.81521885e-05]
 [  2.98075168e-03   5.62827699e-02   6.96304068e-02   7.88922608e-01
    6.59580342e-04   5.20341890e-03   1.17958272e-02   3.42059706e-04
    6.15508705e-02   2.63174996e-03]
 [  7.95139873e-04   8.87495815e-04   2.74451977e-05   2.16926867e-03
    1.18753087e-04   4.07423679e-04   9.30321676e-06   9.62403893e-01
    8.18315137e-04   3.23628858e-02]
 [  1.23898008e-05   4.32533387e-04   6.39106001e-05   5.36627311e-04
    9.45767105e-01   2.51970836e-04   1.65965117e-04   2.16578855e-03
    1.36391772e-03   4.92397957e-02]
 [  3.28843594e-02   1.28673360e-01   1.12513173e-02   1.32280499e-01
    5.20342179e-02   2.82130033e-01   4.26032767e-02   8.86871945e-03
    1.47409797e-01   1.61864445e-01]
 [  1.91075094e-02   3.21267955e-02   1.38389226e-02   2.61479989e-03
    1.21715805e-02   7.69669712e-01   2.83258129e-02   1.31243691e-02
    9.95712653e-02   9.44923796e-03]
 [  7.96453841e-03   1.76378235e-05   3.10702773e-04   8.45971107e-02
    6.17939877e-05   3.58693078e-02   1.88696231e-05   4.80557908e-04
    8.60619843e-01   1.00596445e-02]
 [  4.77116628e-05   8.96240234e-01   1.02625706e-03   4.97070365e-02
    2.26203608e-03   7.52107473e-03   4.89527883e-04   1.93519481e-02
    1.80071313e-02   5.34678949e-03]
 [  1.02674523e-04   6.93786191e-04   2.71296740e-04   2.84891430e-04
    9.42597573e-04   6.67391228e-04   9.96616542e-01   5.13687564e-06
    2.87542935e-04   1.28237225e-04]
 [  4.67066467e-03   5.40958776e-04   1.64779020e-03   1.76433865e-02
    3.17589007e-02   1.68288797e-02   8.43147002e-03   7.92688224e-03
    1.20007005e-02   8.98550451e-01]
 [  1.90347550e-04   4.92886793e-05   9.95528758e-01   2.27619545e-03
    3.31752701e-04   7.46497653e-06   1.30637514e-03   5.52317215e-05
    1.87277314e-04   6.74342373e-05]
 [  1.66154117e-03   1.90541968e-07   1.36558898e-03   2.50520767e-03
    5.80493733e-03   1.31627894e-04   4.36999253e-05   2.14136526e-01
    5.06594079e-04   7.73844123e-01]
 [  8.88046779e-05   1.07234549e-02   4.39484051e-04   2.34451983e-03
    4.89843667e-01   1.35767600e-03   7.58224213e-03   5.68346195e-02
    1.02047771e-01   3.28737825e-01]
 [  1.87016417e-06   4.01406141e-05   5.18051866e-06   1.14057714e-03
    8.69179930e-05   4.36309376e-04   5.37231927e-07   9.94803011e-01
    1.85309673e-05   3.46695888e-03]
 [  1.31603629e-05   1.61163814e-04   1.07845117e-05   7.51588913e-03
    2.19932031e-02   1.11809121e-02   8.03414150e-06   1.17927240e-02
    3.84277781e-03   9.43481386e-01]]
INFO:tensorflow:probabilities = [[  6.60920778e-05   1.80326533e-04   9.87211287e-01   5.28176548e-03
    5.07475306e-05   5.11104998e-04   3.58417834e-04   3.21207372e-05
    6.21085847e-03   9.71597183e-05]
 [  5.95373334e-03   7.68980884e-04   4.85386932e-04   7.59439790e-05
    3.07487667e-01   1.17590707e-02   5.85028785e-04   2.24087760e-02
    1.37751237e-01   5.12724161e-01]
 [  1.93861729e-06   2.08216879e-04   2.42845158e-06   5.48507523e-05
    9.71914113e-01   1.82871750e-04   3.31250922e-05   1.19053107e-03
    2.14393833e-03   2.42681224e-02]
 [  9.90301371e-01   2.09756436e-07   5.07899281e-03   2.29307823e-03
    3.33575940e-07   7.30920641e-04   1.24984747e-03   1.20949298e-04
    1.77513721e-04   4.66960591e-05]
 [  8.37335421e-04   1.82069950e-02   1.27017265e-02   1.29934788e-01
    2.92721614e-02   3.88576183e-03   6.45490712e-04   1.91188768e-01
    2.91301124e-02   5.84196866e-01]
 [  8.64105641e-06   1.32093544e-03   1.75967533e-02   9.80561435e-01
    6.13413889e-08   8.75738915e-05   6.24600659e-07   1.16748655e-04
    3.01760592e-04   5.42590260e-06]
 [  7.49983941e-04   9.30082388e-06   6.02231739e-05   1.34336669e-03
    2.51556688e-04   9.94075894e-01   1.10693029e-04   1.60626914e-05
    1.44214800e-03   1.94066868e-03]
 [  1.11641351e-03   2.55741088e-06   7.91359798e-06   1.59693919e-02
    8.59095235e-05   9.53871131e-01   3.16952028e-05   1.20518683e-02
    1.03737619e-02   6.48929831e-03]
 [  6.64434774e-05   5.03625197e-05   3.70714301e-03   9.94480968e-01
    4.92534937e-08   7.95030617e-04   8.65245511e-06   9.34158288e-06
    8.69327458e-04   1.26462264e-05]
 [  1.07557818e-04   1.22354177e-05   1.91694638e-03   9.96236920e-01
    1.21737642e-07   1.39090710e-03   3.44627297e-05   9.75955459e-07
    2.94377678e-04   5.41508962e-06]
 [  4.68775630e-03   1.49794883e-04   4.50781336e-05   1.16037508e-03
    9.69771994e-04   9.70341504e-01   2.93423189e-04   6.72398740e-03
    1.11749014e-02   4.45344020e-03]
 [  7.40951436e-05   9.92310524e-01   1.29682978e-03   1.09365722e-03
    3.07952723e-05   9.97776398e-04   1.02540688e-03   1.23526930e-04
    2.91745132e-03   1.30088651e-04]
 [  3.29324673e-03   6.61263824e-01   2.32003350e-03   8.55976809e-03
    9.76092648e-04   3.62920538e-02   8.36574659e-02   6.59556652e-04
    2.01958969e-01   1.01913302e-03]
 [  1.83835085e-02   4.83731419e-01   8.47913846e-02   2.15985164e-01
    3.74511204e-04   6.30161772e-03   9.15455073e-03   1.36403413e-03
    1.72229290e-01   7.68464338e-03]
 [  9.49682057e-01   7.08971228e-08   4.56750931e-05   1.15166337e-03
    4.71705608e-09   4.88431267e-02   4.17253347e-07   4.62727221e-05
    2.15524866e-04   1.50441019e-05]
 [  9.89795268e-01   4.24096442e-07   3.00049060e-03   1.46805338e-04
    9.87747342e-08   3.45059065e-03   9.16613324e-04   2.95354403e-05
    2.64874054e-03   1.16147257e-05]
 [  2.69197975e-04   1.68682840e-02   5.80963446e-03   1.08917095e-02
    3.08410272e-05   8.49075965e-04   1.09004010e-04   5.00082497e-05
    9.64655340e-01   4.66859317e-04]
 [  9.26722714e-05   9.79310600e-04   4.08522057e-04   9.28922498e-04
    8.07224333e-01   6.58009993e-03   7.76914298e-04   8.72524548e-03
    9.58616510e-02   7.84223303e-02]
 [  1.87934365e-05   9.88493860e-01   2.64684530e-03   5.29733486e-04
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    1.03363884e-04   1.62964284e-01   1.28080533e-03   4.84610396e-03
    7.90852129e-01   1.40665937e-02]
 [  2.22186045e-05   6.61823084e-04   5.85382768e-05   1.80286448e-03
    3.82364452e-01   5.25252521e-03   1.21848390e-03   5.34611428e-03
    1.50999362e-02   5.88173032e-01]]
INFO:tensorflow:global_step/sec: 165.356
INFO:tensorflow:loss = 0.214238, step = 5801
INFO:tensorflow:probabilities = [[  1.03531493e-04   3.38706595e-05   3.77127653e-05   1.99263217e-04
    1.86141133e-05   2.74262769e-04   6.94198491e-07   9.89447117e-01
    5.39244851e-04   9.34557896e-03]
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    1.34061293e-06   2.88993979e-05   3.26084546e-08   9.99522328e-01
    2.10228573e-05   2.61592912e-04]
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    1.23691173e-08   6.15121971e-04   3.03084642e-04   2.69216525e-06
    9.01746214e-04   2.16816625e-06]
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    4.85082855e-03   1.16968971e-04]
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    2.07373984e-02   1.29039165e-07]
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    3.70612115e-01   1.20372012e-01]
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    9.08299685e-02   1.65594381e-03]
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    8.77898037e-01   6.93346839e-04]
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    4.14273608e-03   3.09954793e-03]
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    1.07674059e-05   4.39149034e-07]
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    4.85094468e-04   3.30223484e-05]
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    8.20028712e-10   5.83395245e-04   1.04878416e-06   7.21816264e-07
    1.64387293e-05   4.82023324e-07]
 [  4.47337661e-04   2.88474164e-03   8.34646106e-01   1.57057494e-01
    4.35082666e-06   3.07960436e-04   3.04246030e-04   4.74417948e-06
    4.34198743e-03   9.62745276e-07]
 [  2.70284625e-04   9.77274776e-01   9.45260189e-03   1.71446963e-03
    2.49059638e-04   4.25659091e-04   2.22467631e-03   1.65951875e-04
    7.20225833e-03   1.02034421e-03]
 [  6.46499611e-05   3.08533050e-02   5.78716816e-03   2.67249742e-03
    1.69888325e-02   6.86378963e-03   8.87494504e-01   6.77218532e-06
    4.89509962e-02   3.17454542e-04]
 [  2.26435827e-06   5.86438000e-05   9.71802056e-01   2.74081379e-02
    4.62811702e-04   3.01895743e-05   1.10411289e-04   2.63754578e-06
    8.49493299e-05   3.78762888e-05]
 [  1.66280253e-04   1.12223119e-04   8.81969094e-01   1.13804311e-01
    2.18000750e-05   2.80712229e-05   2.41087138e-04   2.10045930e-03
    1.51849887e-03   3.82063190e-05]
 [  5.30420570e-04   3.47508774e-07   9.82658625e-01   1.47698214e-02
    4.26446823e-05   3.82208636e-05   6.00924599e-04   2.65434337e-05
    1.30723394e-03   2.52135906e-05]
 [  6.17336575e-03   8.72397304e-01   2.49250401e-02   1.61227100e-02
    4.87928931e-03   8.43758043e-03   1.42104123e-02   6.67712977e-03
    4.35269661e-02   2.65024416e-03]
 [  2.03121999e-06   1.01575147e-07   3.70554574e-07   3.49037909e-05
    4.89988281e-07   3.79498147e-06   3.78517351e-09   9.79412913e-01
    1.61200907e-04   2.03841869e-02]
 [  9.98606980e-01   1.97378867e-11   2.50878948e-05   1.22259426e-05
    6.61934507e-10   1.28694030e-03   4.86081844e-05   4.86545878e-06
    1.18199259e-05   3.50197274e-06]
 [  8.09604080e-06   4.90629871e-04   9.97725189e-01   9.07734968e-04
    1.71524320e-07   6.78463311e-06   1.97892747e-04   6.27980080e-06
    6.56943885e-04   3.11888982e-07]
 [  7.15736678e-05   9.62209284e-01   3.85930459e-03   9.71342437e-03
    3.71778733e-04   1.92183681e-04   1.79000490e-04   1.60049442e-02
    2.02880101e-03   5.36976708e-03]
 [  9.85502362e-01   1.03294508e-06   1.89268132e-04   1.84034943e-04
    6.92972890e-07   1.25958193e-02   9.54600458e-04   1.30376366e-05
    5.51109260e-04   7.82128700e-06]
 [  2.38282137e-05   7.81573908e-06   1.41756758e-02   9.78787482e-01
    4.28291896e-05   4.26308194e-04   1.48487834e-06   1.34819755e-04
    6.29159389e-03   1.08085842e-04]
 [  8.39720946e-04   5.80565647e-05   4.67621372e-04   7.85684315e-05
    1.01913000e-03   7.81930331e-03   9.87827003e-01   1.71744284e-06
    1.76319317e-03   1.25623861e-04]
 [  1.32504280e-03   1.74215704e-04   1.52280627e-04   6.59072481e-04
    7.16318965e-01   1.31084202e-02   3.41763860e-03   7.76342407e-04
    2.26890557e-02   2.41378918e-01]
 [  2.33221625e-04   9.58847284e-01   1.44293986e-03   1.07275406e-02
    6.77027972e-04   2.35011568e-03   1.12901232e-03   8.33267067e-03
    5.06607024e-03   1.11942058e-02]
 [  6.00459171e-05   3.17468590e-07   9.99361098e-01   3.77873104e-04
    6.55195587e-09   9.85107476e-07   4.25148801e-06   5.63159723e-08
    1.95403001e-04   1.39170258e-08]
 [  9.82488632e-01   1.45258667e-07   1.14529557e-03   4.39222786e-04
    2.42392343e-06   1.39842406e-02   7.71876017e-04   6.57225792e-06
    1.15851697e-03   3.06650031e-06]
 [  2.59908284e-05   1.18846003e-07   8.69973701e-06   3.51528456e-07
    9.97603595e-01   8.50250872e-05   7.65755831e-04   7.63233547e-05
    2.03183736e-04   1.23086828e-03]
 [  6.30900977e-05   9.86883581e-01   1.43849186e-03   3.80473491e-03
    6.04278874e-04   1.89756672e-03   2.34829378e-03   8.79654544e-05
    2.71755038e-03   1.54477835e-04]
 [  6.75313277e-05   8.16208194e-04   7.32038316e-05   1.50756314e-02
    5.71815530e-03   9.14840202e-04   1.59228020e-05   8.29096437e-02
    4.19809530e-03   8.90210748e-01]
 [  3.73442570e-04   1.26927955e-06   7.45591315e-05   1.93539285e-03
    5.19778441e-05   9.94591773e-01   2.26901306e-04   4.92132949e-06
    2.67853914e-03   6.11451323e-05]
 [  6.09504583e-04   3.06976028e-04   3.06539400e-03   1.86685729e-03
    8.28211904e-02   9.38223035e-04   6.43064443e-04   4.67086695e-02
    5.98704396e-03   8.57053041e-01]]
INFO:tensorflow:probabilities = [[  1.46110744e-06   1.91072968e-06   8.18282024e-06   1.68062441e-04
    6.49412395e-03   7.83105861e-05   4.18930597e-07   9.96719021e-03
    4.48471808e-04   9.82831895e-01]
 [  2.29782658e-03   1.91433392e-02   5.13906740e-02   1.43538369e-03
    7.31497491e-03   2.04587355e-03   8.93020272e-01   1.26872212e-04
    2.25196052e-02   7.05247337e-04]
 [  6.71870122e-03   1.25905208e-04   5.51301600e-05   3.04040557e-04
    7.25909049e-05   9.24044073e-01   1.09149601e-04   3.53087642e-04
    6.72712028e-02   9.46160872e-04]
 [  6.51898954e-05   2.80854074e-05   8.22435413e-06   1.47389807e-03
    4.91808215e-03   1.07796502e-03   4.93183416e-06   3.12414736e-01
    6.05574902e-03   6.73953116e-01]
 [  1.01791380e-03   1.48779145e-04   7.85951409e-03   3.69452685e-03
    2.14834999e-05   2.28741299e-03   2.37755885e-04   4.19104108e-05
    9.84615505e-01   7.52525666e-05]
 [  1.62472585e-04   9.45160573e-05   7.32790386e-06   2.36988980e-02
    2.68890763e-05   9.70375478e-01   2.13550811e-05   1.93708001e-05
    5.08560380e-03   5.08008001e-04]
 [  2.03674954e-05   2.46250653e-03   6.04927307e-04   4.71916283e-03
    4.62333519e-05   1.48665020e-03   3.20278264e-06   9.77342486e-01
    1.46391732e-03   1.18505005e-02]
 [  9.01954472e-01   1.66448810e-08   8.39454532e-02   8.78448831e-04
    2.86240834e-06   4.99830581e-03   1.91044400e-03   4.35643271e-03
    1.31787814e-03   6.35573524e-04]
 [  8.12858980e-06   9.84830022e-01   7.16222799e-04   8.30139313e-03
    5.28910459e-05   2.64727878e-05   9.34486161e-05   4.27377922e-03
    7.37133727e-04   9.60480014e-04]
 [  1.58383744e-03   5.77595318e-04   2.73383685e-05   4.47855185e-04
    9.79508855e-04   9.86562192e-01   1.01578713e-04   5.56527753e-04
    8.38672556e-03   7.76774832e-04]
 [  6.18158956e-04   1.43582554e-04   2.13908101e-03   1.47081329e-03
    3.62756327e-05   1.21202795e-02   7.26895698e-04   1.21879355e-04
    9.81984317e-01   6.38742873e-04]
 [  5.10251448e-05   2.93159334e-04   1.51455251e-03   3.98351956e-04
    1.47392755e-04   1.09152816e-01   1.40689116e-03   1.57766626e-04
    8.86457145e-01   4.20926721e-04]
 [  2.13469495e-04   3.35938763e-03   9.69862223e-01   3.90060735e-03
    5.97302744e-07   6.60773221e-05   9.15414930e-05   8.95171761e-05
    2.24112496e-02   5.34953506e-06]
 [  1.65023303e-05   4.75519846e-05   8.38270062e-05   1.27485173e-03
    4.02397709e-03   9.02906613e-05   3.54183358e-05   8.17534921e-04
    5.87784220e-03   9.87732172e-01]
 [  5.44519396e-04   9.14961565e-05   1.40371593e-03   1.79071110e-02
    6.41130626e-01   2.43242574e-03   2.02584852e-04   3.48439887e-02
    1.71525180e-02   2.84291029e-01]
 [  1.22799189e-03   3.04784544e-06   4.69849074e-05   6.41007349e-03
    1.14039646e-03   9.85002458e-01   3.00237880e-04   4.63479664e-05
    4.68172925e-03   1.14077237e-03]
 [  1.09317631e-01   2.68863751e-05   9.33611207e-03   6.83818595e-04
    2.22798344e-02   5.82874427e-03   1.07682003e-02   2.33018827e-02
    4.67876159e-03   8.13778102e-01]
 [  4.20468568e-05   1.05901080e-07   4.26778541e-04   9.41837641e-07
    2.19775087e-04   8.90994841e-07   9.99296546e-01   1.17305120e-07
    9.59196859e-06   3.05822596e-06]
 [  4.14838687e-05   5.68529777e-06   1.98057313e-02   5.15129417e-04
    8.91354620e-01   8.04700539e-05   7.08418190e-02   6.40799175e-04
    1.57766801e-04   1.65564641e-02]
 [  1.41981189e-04   2.27027718e-04   7.88759571e-05   2.04862386e-04
    9.04446781e-01   3.62905185e-03   9.43023711e-04   1.12888152e-02
    8.60024802e-03   7.04393908e-02]
 [  2.21095252e-04   3.40536616e-07   1.90226652e-04   4.74581699e-04
    4.98305727e-03   8.75973201e-05   2.64528917e-05   3.70648243e-02
    6.51703449e-03   9.50434804e-01]
 [  1.20529294e-05   2.50176936e-06   9.99800265e-01   1.19649798e-04
    2.17358502e-06   7.96910172e-07   1.84870205e-05   1.65113015e-05
    1.40522625e-05   1.34885640e-05]
 [  4.63763936e-05   2.20999515e-04   3.21654079e-05   5.07911332e-02
    2.14068871e-02   7.37650041e-03   2.02127176e-05   1.73850164e-01
    6.42255927e-03   7.39832997e-01]
 [  9.41019773e-01   3.72225372e-07   2.25182856e-03   2.54117860e-03
    7.02164925e-06   4.92723212e-02   2.01094896e-03   9.63495113e-05
    2.55117519e-03   2.49072444e-04]
 [  8.94156925e-04   2.64271803e-05   9.91782326e-06   5.54385409e-03
    6.26738071e-02   6.51780097e-03   5.59799628e-05   3.15844640e-02
    1.67718448e-04   8.92525911e-01]
 [  4.02942533e-03   5.30707875e-05   1.00160774e-03   2.34626047e-03
    1.27652986e-03   4.36959742e-03   4.67910152e-03   2.18649948e-05
    9.74309623e-01   7.91297480e-03]
 [  5.11693489e-03   1.29700778e-03   6.62661970e-01   7.05462992e-02
    6.05956244e-04   7.42802513e-04   2.58103698e-01   7.44692443e-06
    9.11370909e-04   6.54626547e-06]
 [  4.91704077e-06   5.81508757e-05   1.46347636e-04   9.93583739e-01
    1.10477058e-05   1.76766174e-04   1.47319747e-06   2.98415264e-03
    1.36670342e-03   1.66673376e-03]
 [  1.75057817e-03   1.36367360e-03   9.15077209e-01   6.11482970e-02
    1.44408725e-03   3.50962067e-03   9.51673079e-04   1.64162356e-03
    3.40673816e-03   9.70642082e-03]
 [  3.10067087e-02   3.32545689e-08   9.64740872e-01   2.81093689e-03
    3.74676246e-09   6.35791162e-04   8.99521547e-06   1.21326142e-04
    6.72037364e-04   3.36696098e-06]
 [  2.98506598e-06   1.51785258e-07   1.24679068e-02   2.93720086e-06
    4.97875828e-03   1.74944591e-06   9.82525706e-01   1.16866613e-05
    4.72635656e-06   3.44765203e-06]
 [  2.09560312e-04   1.65632664e-04   2.27748649e-03   1.41779645e-04
    1.42782985e-03   1.14526146e-03   9.77507889e-01   1.09310929e-06
    1.70867927e-02   3.67933426e-05]
 [  1.57846007e-04   3.00507934e-04   1.31745101e-03   2.39075231e-03
    2.86372087e-05   2.51529180e-03   7.76376110e-05   1.94715933e-04
    9.92572248e-01   4.44917154e-04]
 [  3.49454567e-05   4.59658031e-06   2.83424856e-06   1.15813920e-04
    1.72215259e-05   1.07217682e-04   8.11910361e-09   9.80143487e-01
    5.02676376e-05   1.95235945e-02]
 [  6.28216984e-03   1.76787353e-03   6.11775666e-02   1.02818497e-01
    4.42977101e-01   1.18015390e-02   5.22807091e-02   3.79839400e-03
    8.35286006e-02   2.33567566e-01]
 [  3.19122977e-04   4.53978922e-04   1.08910266e-04   1.12033347e-02
    2.36076186e-04   2.18487494e-02   1.12941692e-04   1.04258338e-03
    9.60401416e-01   4.27285116e-03]
 [  2.29806453e-03   1.48593694e-01   4.06830991e-03   1.79117918e-02
    5.80309145e-03   7.39827812e-01   6.14652177e-03   4.07387532e-04
    7.33424276e-02   1.60090090e-03]
 [  2.93660747e-07   3.76652974e-06   1.25799561e-05   1.35531661e-03
    4.78495998e-08   5.92882225e-06   5.97246697e-10   9.95883405e-01
    2.82888468e-05   2.71033193e-03]
 [  4.27514988e-06   9.89456382e-03   9.84394610e-01   4.46722936e-03
    3.16144565e-07   3.31933990e-07   5.67783369e-04   4.84973441e-07
    6.70328562e-04   1.15182395e-07]
 [  9.99658585e-01   5.72493775e-10   1.55447095e-04   1.56334117e-05
    5.07409901e-08   5.79318694e-05   1.08868582e-04   1.03226519e-07
    3.28297801e-06   1.04932326e-07]
 [  1.13518815e-03   5.37968765e-04   4.48627216e-05   1.67991442e-03
    3.41657340e-03   6.84853550e-03   5.37743290e-06   8.35596979e-01
    2.79817730e-03   1.47936493e-01]
 [  1.19181443e-03   2.27310826e-04   1.25665028e-05   1.84680838e-02
    3.82226805e-04   9.43988264e-01   5.04635136e-05   9.72824346e-04
    6.69792388e-03   2.80086286e-02]
 [  3.29900300e-04   3.95324460e-04   1.86602101e-02   1.06375985e-04
    7.73925856e-02   4.14828624e-04   8.93102467e-01   4.36880888e-04
    4.66014910e-03   4.50126315e-03]
 [  6.43349427e-04   2.34935898e-04   3.33055868e-05   6.61094487e-03
    5.42119816e-02   8.32344115e-01   8.02320719e-04   5.96954720e-04
    1.42568694e-02   9.02651623e-02]
 [  2.30629339e-05   7.59201944e-01   1.63791236e-02   1.30711839e-01
    1.49757750e-02   1.51654230e-02   8.17435700e-03   2.99446168e-03
    4.16110866e-02   1.07629579e-02]
 [  2.07772502e-03   6.53324560e-06   9.58404125e-05   1.96731300e-03
    1.47554621e-01   9.75783821e-03   1.70714266e-04   1.66835748e-02
    9.52329836e-04   8.20733488e-01]
 [  5.48897078e-04   1.11208217e-04   4.91270366e-05   3.25905601e-03
    5.52847632e-05   9.87343192e-01   1.00966380e-03   8.84356268e-06
    7.24564213e-03   3.69137240e-04]
 [  2.60753382e-04   1.82018412e-05   3.84490195e-05   7.01507361e-06
    4.66760201e-03   1.42145045e-02   9.79694903e-01   1.42546710e-07
    8.19536159e-04   2.78964813e-04]
 [  7.70014618e-03   5.84360714e-06   3.58429643e-05   5.09051001e-03
    1.72841288e-02   7.66832987e-03   9.00879750e-05   4.91990358e-01
    1.96791217e-02   4.50455576e-01]
 [  3.51007981e-03   8.63694306e-03   2.73884267e-01   5.33448011e-02
    1.83814108e-01   3.05096745e-01   3.00350469e-02   3.39207181e-04
    1.10021003e-01   3.13178897e-02]
 [  4.47356433e-04   6.69910247e-03   3.75906155e-02   9.12698567e-01
    4.27379236e-05   9.22533777e-03   3.17204016e-04   1.32697902e-03
    3.09677981e-02   6.84402417e-04]
 [  3.68573019e-05   9.85074282e-01   1.17589033e-03   3.83597426e-03
    2.01502044e-04   3.02703353e-03   6.89618522e-04   6.61976344e-04
    4.86525940e-03   4.31526918e-04]
 [  2.66857957e-03   7.89473597e-06   7.28230050e-04   8.51928536e-03
    1.17398695e-05   9.65647101e-01   3.76976281e-03   6.49040521e-06
    1.86347123e-02   6.28329326e-06]
 [  3.25064175e-02   1.36323448e-03   9.12461802e-03   3.27668525e-03
    7.08591333e-03   3.80682051e-02   2.08159313e-02   7.41077354e-04
    8.73831153e-01   1.31867127e-02]
 [  6.31866953e-07   1.82572637e-06   2.83065788e-07   9.30567330e-05
    1.42430895e-06   6.61121658e-06   2.27844432e-09   9.98480737e-01
    1.18263133e-05   1.40375143e-03]
 [  6.33677468e-04   7.78738141e-08   6.30087357e-07   1.21205492e-04
    7.83509895e-05   9.97629464e-01   9.27387737e-06   3.11461408e-05
    1.40953460e-03   8.67169583e-05]
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    1.21522136e-01   3.39057855e-02   2.70656426e-03   4.74070087e-02
    1.40956506e-01   6.02682889e-01]
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    3.53934047e-05   3.50358110e-04   2.23966944e-03   7.62924974e-05
    1.21028060e-02   1.17661592e-04]
 [  8.59828144e-02   1.95534620e-03   3.59970774e-03   7.17738876e-03
    2.60112080e-04   1.95547834e-01   9.37510107e-04   4.58361022e-03
    6.88689709e-01   1.12659102e-02]
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    4.83973827e-06   2.35365792e-06   7.02933812e-06   5.40376241e-05
    3.85909691e-04   5.30098296e-05]
 [  3.01792915e-03   4.39053256e-05   5.78913721e-04   7.27501631e-01
    5.89545198e-06   2.56696612e-01   7.06199184e-03   1.04512947e-04
    4.95666591e-03   3.20445361e-05]
 [  9.99441803e-01   6.44770015e-09   1.60528871e-05   1.68551182e-04
    4.43071890e-08   3.08289222e-04   2.67897285e-05   2.40112040e-05
    9.41690269e-06   4.89653075e-06]
 [  1.66269261e-02   5.70627928e-01   4.18661572e-02   2.10824292e-02
    1.01201357e-02   2.22748861e-01   6.92126434e-03   1.38303526e-02
    9.36281532e-02   2.54778657e-03]
 [  1.52003035e-04   9.58934546e-01   5.71950222e-04   1.23245586e-02
    1.16024050e-03   4.19009523e-03   3.59998993e-03   1.99916679e-03
    1.30866645e-02   3.98090947e-03]
 [  1.08327367e-04   1.50335918e-05   4.56860114e-04   5.01933787e-03
    1.10250702e-02   2.54062528e-04   1.58457042e-05   1.64740607e-01
    1.10667013e-03   8.17258239e-01]
 [  2.00350318e-04   1.59788181e-06   3.88235349e-05   3.45463079e-04
    4.30421460e-05   9.94338572e-01   2.83451029e-03   8.38391117e-08
    2.19667610e-03   7.85658983e-07]]
INFO:tensorflow:global_step/sec: 161.036
INFO:tensorflow:loss = 0.170229, step = 5901
INFO:tensorflow:probabilities = [[  3.92579881e-04   1.19197291e-04   2.54955585e-03   1.33885932e-03
    1.43930765e-05   1.10780878e-04   6.55011092e-07   9.86887395e-01
    4.83165932e-04   8.10348429e-03]
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    1.63277593e-02   4.41354496e-04]
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    4.02973285e-07   4.48882112e-11]
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 [  6.48710047e-05   5.18687239e-06   3.02932895e-05   5.90699550e-04
    7.28042662e-01   7.61965173e-04   1.16005169e-04   8.77369137e-04
    3.10257106e-04   2.69200772e-01]
 [  7.14461203e-05   2.24043091e-04   7.53191009e-04   3.62686143e-04
    8.97882938e-01   3.46599054e-03   2.05744710e-03   2.93063372e-03
    1.14489614e-03   9.11066309e-02]
 [  2.22570307e-04   8.55114818e-01   7.73060275e-03   6.11297507e-03
    2.89429352e-03   3.20316330e-02   5.74789057e-03   5.35851752e-04
    8.87856781e-02   8.23659881e-04]
 [  1.12534042e-04   4.44938149e-03   3.03492096e-04   4.57140431e-03
    1.72135681e-01   3.51211266e-03   2.91650125e-04   2.71376334e-02
    4.32755100e-03   7.83158481e-01]
 [  8.23374558e-06   1.51557797e-05   7.51059124e-05   2.96688348e-04
    1.52958659e-02   2.93866051e-05   1.36086474e-05   9.43067484e-03
    8.93910532e-04   9.73941386e-01]
 [  1.03487451e-04   9.37205076e-01   2.34499555e-02   1.05632385e-02
    6.24677585e-03   5.64045215e-04   8.56647361e-03   3.20072612e-03
    8.83894134e-03   1.26112602e-03]
 [  9.94838059e-01   9.86346826e-09   4.38938878e-06   2.44068633e-05
    7.88973296e-08   5.08773746e-03   8.29305554e-06   8.03462444e-06
    2.66973693e-05   2.24097812e-06]
 [  4.00323363e-04   1.07537431e-07   1.06646051e-03   1.05659319e-05
    9.40090904e-05   4.44496291e-05   9.98306274e-01   3.02626901e-08
    7.56565205e-05   2.18969694e-06]
 [  5.78283390e-04   2.08013694e-06   3.55750934e-04   4.01646394e-04
    7.46772639e-05   9.96861339e-01   6.08564995e-04   1.71584325e-05
    1.08833821e-03   1.21913563e-05]
 [  2.38755092e-05   9.86196339e-01   4.62505064e-04   1.00568737e-04
    6.81169040e-05   4.11817200e-05   2.11327802e-04   3.29285540e-04
    1.18725402e-02   6.94388349e-04]
 [  9.14681948e-07   9.65224984e-08   2.65214203e-06   1.00153877e-04
    1.96704152e-03   6.29957367e-06   9.09840878e-08   2.52616359e-03
    5.74603560e-04   9.94822025e-01]
 [  1.52334664e-03   5.16723121e-05   2.80532186e-05   1.57594285e-03
    7.51733824e-05   2.78647989e-03   7.03752403e-06   9.10626650e-01
    1.89821646e-02   6.43434674e-02]
 [  2.82101071e-04   3.66126824e-06   2.92340155e-05   3.13570909e-03
    6.81116353e-06   9.92482245e-01   1.34980583e-05   8.36363295e-04
    3.17777111e-03   3.26578120e-05]
 [  1.90649880e-05   1.31108682e-03   9.61354654e-03   2.48718017e-04
    1.94265507e-02   9.09733237e-04   9.68017340e-01   1.32989253e-05
    3.38753482e-04   1.01916579e-04]
 [  8.60216858e-07   1.06554424e-07   4.90134155e-08   6.65945845e-06
    2.66548204e-06   8.35564060e-05   4.75492590e-10   9.74342763e-01
    4.02781225e-05   2.55231187e-02]
 [  6.47196503e-05   9.83673453e-01   2.31962791e-03   3.84492497e-03
    9.36529977e-05   6.36175973e-05   8.23663140e-05   6.87050074e-03
    2.56477087e-03   4.22298908e-04]
 [  1.03081642e-02   2.69708806e-04   5.33608218e-05   7.28991479e-02
    4.39677620e-03   8.62676084e-01   1.65625650e-04   9.09862015e-03
    1.09811807e-02   2.91513484e-02]
 [  1.25343549e-05   2.84657290e-05   4.47395942e-05   4.75660199e-04
    6.23921187e-06   1.85133526e-04   1.25440280e-07   9.92522299e-01
    3.13280179e-05   6.69353502e-03]
 [  3.32638592e-04   2.95650079e-06   1.36018964e-04   9.86487139e-05
    5.16095990e-03   2.48508324e-04   1.74333104e-06   2.28037816e-02
    3.65561340e-03   9.67559159e-01]
 [  5.65083683e-05   2.71680778e-06   4.19274829e-06   3.06491129e-05
    2.62555986e-04   2.89294840e-04   9.75444792e-08   9.77016151e-01
    6.96559800e-05   2.22681277e-02]
 [  1.52693974e-05   3.65245540e-07   9.93336797e-01   5.28999313e-04
    2.04336284e-05   2.12039055e-07   6.08642166e-03   3.00020844e-08
    1.14672330e-05   3.71507305e-08]
 [  8.84866808e-04   3.82024120e-03   9.38182235e-01   3.17681208e-02
    2.45894917e-05   6.80933823e-04   1.05807576e-02   2.94674692e-06
    1.40537824e-02   1.60662148e-06]
 [  4.05847532e-04   9.71038461e-01   1.13104433e-02   1.57641910e-03
    8.03411531e-04   5.21834707e-04   3.07628931e-03   1.56096605e-04
    1.09700290e-02   1.41172641e-04]
 [  1.78182230e-03   1.63863730e-02   2.29562167e-03   1.75016690e-02
    4.97341272e-04   6.75422046e-03   8.34954917e-05   7.01515913e-01
    2.99771279e-02   2.23206505e-01]
 [  1.69143488e-04   1.52841548e-03   3.32334116e-02   3.45566235e-02
    9.73837596e-05   2.74468819e-03   2.82386336e-05   6.50513649e-01
    9.27642062e-02   1.84364274e-01]
 [  9.87377367e-04   3.31823714e-04   2.44227354e-04   3.12009081e-03
    4.73447017e-06   9.85567808e-01   1.18470183e-04   4.70187770e-05
    9.48653091e-03   9.20014281e-05]
 [  1.98832378e-04   5.20054482e-06   1.22760041e-02   5.32173365e-03
    3.82447979e-05   1.19553867e-03   3.89797526e-04   1.73835251e-05
    9.80384290e-01   1.73001317e-04]
 [  3.49141601e-06   8.04401861e-06   1.93701089e-05   1.62258614e-02
    1.02105632e-05   1.53386252e-04   8.57891091e-09   9.78857279e-01
    3.07713519e-04   4.41469392e-03]
 [  1.32145965e-03   8.00877810e-04   5.89420972e-03   9.77794111e-01
    1.01865053e-05   6.25863345e-03   4.23084675e-05   3.36524681e-03
    3.61324893e-03   8.99775478e-04]
 [  4.57943116e-07   6.56758175e-07   9.99712527e-01   2.80729466e-04
    1.32306033e-08   1.38760567e-08   5.60735680e-06   2.48174969e-09
    5.92274070e-08   1.96528638e-09]
 [  9.93307412e-01   3.61348278e-12   3.56300807e-05   2.98323994e-05
    6.70146438e-10   6.61368296e-03   6.61596289e-07   2.42002079e-06
    9.76043520e-06   7.37069399e-07]
 [  2.12488274e-04   6.64374311e-05   1.14198599e-03   9.95415092e-01
    2.30079955e-08   6.16042351e-04   5.31815481e-08   4.12747439e-04
    2.05249735e-03   8.26838150e-05]
 [  8.02995692e-06   5.72078443e-06   9.99318242e-01   2.96994811e-04
    5.13733994e-06   7.56931695e-06   2.88282936e-05   3.34426363e-06
    3.12237651e-04   1.39961348e-05]
 [  3.47616238e-04   8.78350875e-07   6.80563790e-06   4.49186511e-04
    2.83662375e-05   8.94647819e-05   9.35316606e-08   9.69670832e-01
    1.20263348e-05   2.93947365e-02]
 [  9.98636067e-01   1.71331536e-07   2.71385681e-04   1.13572300e-04
    1.05243953e-06   5.73231373e-04   2.53504346e-04   2.90911453e-06
    1.07207190e-04   4.09036948e-05]
 [  9.76079682e-05   9.90989506e-01   1.43283745e-03   1.96579192e-03
    1.10663088e-04   3.30819690e-04   4.68298851e-04   2.80029676e-03
    1.05486996e-03   7.49441504e-04]
 [  9.95586038e-01   4.86656120e-07   5.27813572e-05   2.81411048e-04
    1.28640508e-07   6.40666054e-04   6.77836942e-06   3.20876669e-03
    2.32396287e-05   1.99723581e-04]
 [  2.60623096e-06   5.95249958e-07   3.27688622e-06   9.98839557e-01
    3.40192030e-09   8.00163951e-04   1.76166530e-08   1.13466420e-07
    3.53519048e-04   2.16925386e-07]
 [  1.53208559e-03   1.08994122e-04   1.32748103e-02   1.88710436e-03
    9.32438135e-01   4.16117301e-03   3.46177537e-03   1.24478294e-02
    1.88968494e-04   3.04990038e-02]
 [  9.54314888e-01   8.22199297e-07   6.50708855e-04   3.34755983e-04
    2.13541284e-06   4.22112010e-02   9.02032407e-05   2.15593085e-04
    2.03714240e-03   1.42508390e-04]
 [  5.68103627e-04   2.32769453e-05   1.69982780e-02   5.26756266e-05
    5.49098942e-04   2.72165315e-04   9.51054931e-01   3.26181435e-05
    3.03572137e-02   9.16130739e-05]
 [  9.59707320e-01   4.50302468e-06   2.07557483e-03   2.90647475e-03
    7.42783450e-05   1.27739897e-02   1.47148012e-03   2.73362151e-03
    5.69988927e-03   1.25528285e-02]
 [  2.13519903e-04   6.88464252e-06   9.95553195e-01   4.04354418e-03
    2.11832287e-07   2.45480896e-06   1.05107240e-04   6.54496205e-07
    7.37624359e-05   4.15484635e-07]
 [  1.09411380e-03   2.48048309e-04   2.17677909e-03   9.04819753e-04
    2.37573823e-03   7.31076405e-04   9.83992875e-01   3.72357681e-05
    7.61377113e-03   8.25555238e-04]
 [  3.21922712e-02   7.86880148e-04   8.54022801e-05   1.70232059e-04
    2.99577982e-06   9.10182714e-01   1.72813656e-03   1.18535980e-04
    5.42418100e-02   4.91055136e-04]
 [  8.85839999e-01   2.91499941e-06   4.26073838e-03   1.93655048e-03
    1.40677594e-06   9.52504426e-02   9.53043625e-03   2.98612635e-04
    2.87275715e-03   6.13521115e-06]
 [  2.48702381e-05   7.28342347e-05   7.33580033e-04   9.91359266e-05
    3.86406630e-02   2.59378838e-04   9.58531976e-01   7.71470150e-05
    1.47148920e-03   8.88729264e-05]
 [  1.49074869e-04   1.15607851e-04   2.64277076e-03   2.65869545e-04
    9.68199492e-01   9.70817404e-04   9.30234510e-03   3.98234610e-04
    4.10293113e-04   1.75455865e-02]
 [  2.83703761e-04   1.64425746e-02   1.21158210e-03   8.93122703e-03
    1.05988584e-01   5.42752957e-03   6.78133918e-04   3.02477553e-02
    4.71754931e-02   7.83613384e-01]
 [  5.12773618e-02   9.71020199e-03   2.15337705e-03   2.22268421e-03
    1.09070458e-01   5.57331443e-01   1.69619948e-01   2.52251560e-03
    8.45265463e-02   1.15655428e-02]
 [  3.05005574e-06   3.97404692e-05   9.98842955e-01   1.04556602e-04
    4.17204428e-05   3.54047728e-07   9.53786774e-04   4.12789404e-06
    9.33806677e-06   4.96551706e-07]
 [  2.73585624e-06   5.46071817e-07   2.93418270e-06   1.48816234e-05
    8.59949172e-01   2.78861931e-04   2.25582262e-05   8.60999455e-04
    3.67606670e-04   1.38499647e-01]
 [  3.41964550e-02   1.78633153e-01   3.70749757e-02   2.30484366e-01
    1.90327200e-03   1.48910686e-01   1.26006588e-01   2.21155540e-04
    2.41909504e-01   6.59907877e-04]
 [  1.51427626e-03   6.52931860e-08   1.74080719e-06   4.83912299e-06
    1.08083099e-04   9.73795533e-01   2.68479064e-03   1.48636460e-07
    2.18812693e-02   9.13112490e-06]
 [  8.92016715e-07   2.62901381e-06   9.22419364e-04   9.81366495e-04
    9.86297011e-01   1.82051779e-04   7.67774254e-05   2.73248588e-04
    9.20375460e-04   1.03433141e-02]
 [  1.33175636e-03   1.06827622e-06   6.37752749e-03   9.74576533e-01
    1.61647688e-06   7.03910505e-03   4.05930077e-05   1.83105258e-05
    1.05451327e-02   6.83615945e-05]
 [  1.34731764e-02   7.82384130e-04   4.40444844e-03   3.81001178e-03
    1.07359633e-01   8.44322145e-02   6.42599761e-02   1.07937954e-01
    4.28333163e-01   1.85207024e-01]
 [  2.41252885e-04   7.11793303e-02   2.27161712e-04   1.36721442e-02
    1.95385497e-02   3.84277198e-03   2.14946078e-04   1.87632777e-02
    6.96334336e-03   8.65357161e-01]
 [  1.57911039e-03   8.25583754e-07   2.40833688e-05   3.39690363e-04
    1.39354020e-02   1.44425678e-04   1.11052441e-05   3.47471572e-02
    1.00857585e-04   9.49117303e-01]
 [  9.86395607e-05   9.77593345e-07   1.91592312e-06   1.96510173e-05
    9.89716351e-01   1.71069615e-03   7.15644346e-05   1.36483577e-04
    3.56500750e-05   8.20816308e-03]
 [  3.50990496e-03   6.62980077e-04   4.87197051e-03   2.67891446e-03
    5.75304375e-06   3.06907166e-02   5.38809072e-05   2.09845603e-05
    9.57325876e-01   1.79024515e-04]
 [  8.60900283e-01   2.37333393e-06   5.64212911e-03   2.08118325e-03
    7.50212639e-05   9.63433646e-04   1.19331859e-01   1.18025282e-05
    1.07070385e-02   2.84916605e-04]
 [  3.99763836e-03   6.05185747e-01   1.02494061e-02   5.57087660e-02
    5.51657751e-03   6.59022387e-03   4.94307876e-02   1.19264319e-03
    2.54229575e-01   7.89875723e-03]
 [  8.53700985e-05   8.39777873e-04   2.45950208e-03   7.52564156e-05
    5.36642445e-04   2.64247326e-04   9.89150643e-01   2.87668058e-06
    6.56094588e-03   2.47761382e-05]
 [  3.70099966e-04   3.38126338e-05   5.41055063e-03   7.23244622e-04
    9.56404865e-01   1.29567133e-03   2.16756831e-03   1.37269497e-04
    9.94372740e-03   2.35131979e-02]
 [  1.05354923e-06   3.38570098e-05   2.99469830e-04   9.66165602e-01
    3.99037308e-05   4.03446006e-03   1.07266203e-06   2.84107425e-03
    8.22889805e-03   1.83548126e-02]]
INFO:tensorflow:probabilities = [[  3.38661931e-02   1.41085768e-02   4.55650873e-03   6.47334475e-03
    3.10516451e-04   5.98716259e-01   4.29957286e-02   2.90212309e-04
    2.98526913e-01   1.55742629e-04]
 [  9.25632252e-04   1.68487884e-03   3.88487155e-04   1.71235949e-03
    4.47358143e-05   5.42817870e-03   5.48625576e-05   6.23530359e-04
    9.86788154e-01   2.34917086e-03]
 [  3.29360337e-04   2.59182325e-05   1.28248276e-03   2.66796778e-05
    1.68056140e-04   2.39013840e-04   1.45078477e-04   8.84607725e-05
    9.96344745e-01   1.35020085e-03]
 [  9.71658228e-05   9.80924249e-01   1.85754860e-03   7.73874577e-03
    6.98624208e-05   1.73190550e-04   5.91535390e-05   3.16182687e-03
    5.57057373e-03   3.47792840e-04]
 [  6.36786805e-04   3.23335233e-04   2.18755775e-03   2.91211880e-03
    4.00230783e-05   8.18807748e-04   1.79955759e-06   9.75331187e-01
    2.58369744e-03   1.51646677e-02]
 [  2.97600433e-04   6.45883381e-02   3.98637578e-02   7.72537524e-03
    7.07027242e-02   9.04076453e-03   1.03866018e-03   3.60095203e-01
    1.50924578e-01   2.95723021e-01]
 [  1.29732243e-05   9.99856411e-07   1.02955302e-04   9.70439396e-06
    6.24372780e-01   9.98564283e-05   3.04110901e-04   5.17902942e-03
    7.47517566e-04   3.69170010e-01]
 [  4.45402533e-01   7.01976205e-06   5.61194448e-03   1.53653905e-01
    2.63176207e-05   3.58618557e-01   1.16657345e-02   4.72867955e-03
    1.89237650e-02   1.36155239e-03]
 [  1.10769230e-04   9.74682987e-01   4.19705966e-03   7.31200073e-03
    1.09091145e-03   2.30481802e-03   3.25979944e-03   6.95860013e-04
    5.35094924e-03   9.94908740e-04]
 [  2.91114324e-04   1.22451121e-02   1.17178053e-01   2.19097629e-01
    1.97929163e-02   1.16245626e-02   1.44700512e-01   7.80286573e-05
    4.74767715e-01   2.24375268e-04]
 [  1.76126588e-04   3.36683268e-04   1.07372762e-05   1.43462862e-03
    1.67562529e-01   1.23397745e-02   7.41902841e-05   3.76313105e-02
    7.04253744e-03   7.73391485e-01]
 [  3.33855394e-04   4.14451322e-04   5.88282431e-03   3.06310045e-04
    1.71598489e-03   4.27128893e-04   7.79672563e-01   1.10651536e-05
    2.10448980e-01   7.86883873e-04]
 [  9.85991433e-02   1.73671142e-04   5.23491323e-01   9.61265620e-03
    2.70568510e-03   5.47608687e-03   3.59185368e-01   5.43530841e-05
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    4.12317924e-02   3.32893506e-02   1.90259097e-03   1.07765840e-02
    1.72429174e-01   6.65318966e-01]
 [  3.84506042e-04   8.53020489e-01   1.46000497e-02   2.22847108e-02
    3.70056659e-04   2.07925143e-04   2.46332987e-04   1.30603127e-02
    9.41421613e-02   1.68345019e-03]
 [  1.98713946e-03   1.10630506e-04   1.10167346e-03   3.01673368e-04
    1.64340052e-03   5.15879653e-02   4.14607872e-04   5.94237167e-03
    9.16146874e-01   2.07637660e-02]
 [  4.75762645e-04   5.72947436e-04   1.42581051e-03   4.03465237e-04
    7.56406903e-01   1.60220615e-03   1.13972696e-02   3.40538099e-03
    1.60146486e-02   2.08295465e-01]
 [  6.23770233e-04   8.38726163e-01   8.21947679e-02   1.76451970e-02
    6.56422507e-03   5.89838112e-03   2.29331688e-03   5.38984779e-03
    3.83018553e-02   2.36239214e-03]
 [  4.11590701e-03   8.45561843e-09   5.89316420e-04   8.72519449e-05
    1.37493771e-03   1.33781912e-04   2.89149357e-05   4.11181338e-02
    7.62992655e-04   9.51788723e-01]
 [  9.86194491e-01   2.16632657e-06   9.97344218e-03   8.60905275e-04
    1.43269517e-05   1.53154577e-03   3.24233668e-04   1.08256289e-04
    3.57533107e-04   6.33174670e-04]
 [  1.04404730e-03   3.44981626e-02   4.71808836e-02   2.13757670e-03
    3.49481008e-03   1.32790059e-02   8.46007943e-01   3.48214307e-05
    5.16947135e-02   6.28050067e-04]]
INFO:tensorflow:global_step/sec: 156.076
INFO:tensorflow:loss = 0.237618, step = 6001
INFO:tensorflow:probabilities = [[  6.19575876e-05   1.10894835e-04   9.92645383e-01   4.89786267e-03
    3.64586740e-05   1.95798693e-05   2.17918027e-03   1.39727654e-05
    3.24489192e-05   2.23168672e-06]
 [  1.36350136e-05   2.93285240e-07   2.53386155e-04   5.46264937e-06
    7.13209505e-04   9.09737646e-05   9.98625636e-01   1.36646406e-07
    2.84112379e-04   1.30517301e-05]
 [  1.62945582e-06   5.65527785e-07   9.99264300e-01   7.21205841e-04
    1.16488718e-06   1.03806981e-08   9.71099962e-06   8.13264549e-08
    1.18455807e-06   1.14271522e-07]
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    1.49070257e-02   7.44258228e-04   6.13161610e-05   6.70016045e-03
    8.94517172e-03   9.67572272e-01]
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    1.33521454e-02   1.28018972e-03]
 [  1.12957990e-04   9.60466568e-05   9.18779373e-02   2.87917617e-04
    8.31936359e-01   7.46001751e-05   7.29843751e-02   1.00520917e-03
    3.74820171e-04   1.24989403e-03]
 [  5.86918730e-04   6.03586377e-04   2.45858543e-02   1.73962064e-04
    8.69912580e-02   8.52947589e-04   8.50409091e-01   3.14798881e-03
    1.93429403e-02   1.33054825e-02]
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    9.66896341e-10   1.50725009e-05   1.48059153e-05   2.76849192e-07
    9.71490635e-07   3.35946559e-08]
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    3.63511499e-03   9.86650229e-01   1.17460173e-03   1.04592065e-03
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    8.05241434e-05   1.10497442e-03]
 [  5.53123118e-06   1.65460347e-06   9.99079704e-01   8.73550307e-04
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    1.93810183e-06   9.13184266e-08]
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    1.56540342e-03   2.75401053e-05]
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    1.04046695e-01   3.46667017e-04]
 [  1.74360920e-03   1.34321461e-02   6.00446276e-02   9.70852934e-03
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    9.03638363e-01   1.71089591e-03]
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    1.27552717e-04   4.16605383e-01   1.32670801e-04   1.09951827e-03
    7.91348517e-03   1.62833801e-03]
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    3.16842343e-04   6.27510963e-05]
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    5.11758387e-01   1.36479168e-04]
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    9.21355784e-01   2.50434550e-03]
 [  9.91865575e-01   1.39932934e-06   1.49031403e-03   3.37599282e-04
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    3.04777338e-03   2.28577570e-04]
 [  1.04812199e-04   9.91668901e-04   2.98022747e-01   6.99632943e-01
    4.21927126e-07   1.02350154e-04   4.02369507e-04   2.43617014e-05
    7.17658957e-04   7.02810610e-07]
 [  5.75357917e-05   3.49462113e-07   1.49527405e-04   1.06306910e-03
    5.12826350e-03   1.89935206e-04   5.45754756e-06   2.06268416e-03
    4.77342284e-04   9.90865886e-01]
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    1.08228042e-03   1.06785516e-03]
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    5.35517000e-04   3.81135433e-05]
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    9.22509562e-03   5.19977696e-02]
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    8.05765274e-04   5.61386440e-03   1.75711326e-02   4.71882318e-04
    1.98978242e-02   5.82314096e-04]
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    3.25894821e-03   1.22756464e-04]
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    2.50459146e-02   8.76517832e-01]
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    6.25130981e-02   8.18904117e-03]
 [  2.15514192e-05   9.78916228e-01   8.56481260e-04   5.70041593e-03
    1.05376926e-03   2.06359429e-03   4.11444955e-04   6.14402874e-04
    4.46030172e-03   5.90175390e-03]
 [  1.53218061e-02   9.01150725e-06   4.75733681e-03   5.50712226e-03
    3.83868319e-04   1.87731453e-03   4.70849045e-05   1.61806196e-02
    8.81050527e-01   7.48652965e-02]
 [  6.06871094e-04   8.75644910e-05   1.36635732e-03   8.84994341e-04
    6.03902698e-01   4.44431417e-03   1.16217434e-02   7.68600265e-03
    7.75278509e-02   2.91871548e-01]
 [  3.62232560e-04   1.04007166e-04   6.41580159e-03   4.20498243e-03
    3.91830355e-01   2.28197547e-03   4.06512730e-02   6.54542223e-02
    9.99619346e-03   4.78698879e-01]
 [  8.76652048e-05   9.92141485e-01   1.57841248e-03   7.46267906e-04
    9.25912245e-05   8.12852377e-05   2.52417754e-03   9.12858814e-04
    1.69271452e-03   1.42543635e-04]
 [  1.17553850e-06   1.16563524e-06   9.99280751e-01   5.74496808e-04
    1.54536490e-08   1.85586214e-06   5.12212864e-06   4.66162042e-08
    1.35329858e-04   9.15395371e-10]
 [  9.98911858e-01   8.22472090e-10   3.88574517e-05   4.39741088e-05
    1.17013581e-08   9.92932939e-04   5.23139022e-07   2.18753871e-06
    7.81958988e-06   1.98015323e-06]
 [  4.95077302e-06   2.05730331e-07   1.90156709e-06   8.28512275e-05
    2.42952041e-07   2.87852308e-05   2.10534945e-09   9.99224305e-01
    5.15329702e-05   6.05169800e-04]
 [  5.35597474e-06   1.00271418e-05   1.98530797e-05   2.68084459e-05
    2.54372549e-06   1.63662771e-05   1.02027720e-08   9.88234520e-01
    1.91733066e-04   1.14927450e-02]
 [  1.40113363e-04   9.80861843e-01   3.20063811e-03   6.05546730e-03
    2.23351162e-04   4.58566152e-04   3.68308771e-04   4.10453044e-03
    3.75254033e-03   8.34587205e-04]
 [  5.66949666e-01   1.09756468e-02   6.66908696e-02   8.22638348e-02
    2.34980183e-03   1.50362644e-02   1.64901450e-01   1.46400859e-03
    8.32828283e-02   6.08557975e-03]
 [  3.49030917e-04   9.47477341e-01   2.43787598e-02   4.06622700e-03
    1.64635875e-03   8.23415699e-04   9.11984127e-03   1.74933032e-03
    9.15447902e-03   1.23535260e-03]
 [  1.37589173e-03   1.75487858e-05   7.85747729e-03   5.57045743e-04
    1.00223064e-01   2.22913199e-03   3.13766629e-01   8.66330636e-04
    5.45802593e-01   2.73042191e-02]
 [  1.06932089e-06   2.10087791e-07   4.31558556e-06   3.76970202e-05
    2.40596896e-03   3.35852601e-05   1.35310643e-06   5.34483639e-04
    6.83496648e-04   9.96297777e-01]
 [  1.07820460e-05   6.05879507e-08   5.01945351e-07   2.21144069e-06
    9.94475901e-01   1.99871269e-04   1.65130805e-05   7.25661812e-04
    1.15097519e-05   4.55714483e-03]
 [  1.64055973e-01   8.37949396e-04   5.48968725e-02   4.28428035e-03
    1.15084499e-02   9.49041918e-03   4.37378317e-01   1.77371746e-03
    3.04164827e-01   1.16091557e-02]
 [  5.63966132e-05   7.17904959e-06   9.99191225e-01   6.33280375e-04
    3.92687092e-08   1.63150034e-05   5.91714961e-05   3.06941672e-07
    3.59909864e-05   2.26434764e-08]
 [  8.48433793e-01   7.98064411e-06   1.15365791e-03   3.27824382e-03
    6.83058926e-04   1.23963878e-01   2.17912835e-03   4.47674451e-04
    1.64966118e-02   3.35595780e-03]
 [  6.49050111e-04   6.11217786e-03   4.41866629e-02   1.72056898e-01
    5.98119514e-04   4.79623564e-02   2.06242999e-04   1.18489861e-02
    6.87730253e-01   2.86492221e-02]
 [  1.50754320e-04   1.33134756e-06   2.26647571e-05   9.86972511e-01
    1.39848134e-06   4.68288141e-04   2.63697597e-08   1.13889622e-02
    2.57176725e-04   7.36869988e-04]
 [  4.76218111e-06   1.26521547e-06   2.43228396e-06   1.30065637e-05
    3.02498465e-05   4.98966896e-04   1.08023482e-06   9.96154368e-01
    8.07916396e-04   2.48606689e-03]
 [  6.96770381e-03   1.55127347e-02   9.67604667e-03   9.68845212e-04
    1.37999170e-02   9.39309835e-01   4.17765323e-03   1.46710128e-03
    6.53845258e-03   1.58178865e-03]
 [  4.23599085e-05   6.64958498e-05   1.01570986e-04   9.21496272e-01
    2.72028738e-05   7.64577687e-02   2.04204243e-05   2.40988156e-04
    1.47746096e-03   6.93147522e-05]
 [  1.76887377e-04   9.93011415e-01   5.45289658e-04   2.22902629e-03
    1.63883436e-04   2.61256122e-04   7.45698751e-04   3.89193476e-04
    2.33973144e-03   1.37841256e-04]
 [  4.62880562e-04   2.90993106e-04   1.78393745e-03   1.03361148e-04
    4.97860415e-03   8.48506679e-05   9.91308033e-01   4.11902402e-05
    4.94512089e-04   4.51499538e-04]
 [  8.89175499e-06   1.09580833e-05   2.15783031e-04   5.55354869e-04
    3.11427824e-02   3.83124687e-04   1.29153806e-04   7.51794409e-03
    1.14939990e-03   9.58886683e-01]
 [  3.14327859e-04   8.83537769e-01   1.35116754e-02   6.39889538e-02
    1.94448477e-03   6.81907265e-03   8.62124143e-04   3.74424621e-04
    2.82148588e-02   4.32369503e-04]
 [  5.15489082e-05   1.97973277e-04   1.44484406e-03   1.96178036e-04
    1.92614296e-03   5.06650358e-05   9.95460927e-01   6.14678015e-07
    6.51835056e-04   1.92314892e-05]
 [  9.90559929e-05   1.39214164e-02   3.54056358e-02   8.22397880e-03
    1.52929220e-03   1.12857984e-03   7.47401209e-04   1.96870253e-03
    9.26967561e-01   1.00084273e-02]]
INFO:tensorflow:probabilities = [[  1.96001129e-05   1.78117915e-07   2.13921815e-03   5.59366235e-05
    9.83875155e-01   1.49270491e-04   4.32613218e-04   8.00234120e-05
    2.18371541e-04   1.30296536e-02]
 [  9.95837927e-01   1.74449052e-10   5.87689146e-06   6.67493368e-05
    2.47334819e-09   4.08097077e-03   6.34510627e-07   1.10114252e-06
    2.86476097e-06   3.95667394e-06]
 [  6.36275104e-08   1.12543676e-05   9.99705493e-01   1.24522892e-04
    6.68371786e-06   1.62760875e-06   1.18993492e-04   5.45688351e-07
    3.04202822e-05   3.56274057e-07]
 [  8.89737811e-03   8.38664186e-04   3.96180183e-01   1.35503160e-02
    6.93132309e-03   5.53308427e-02   1.43684626e-01   2.73345766e-04
    3.66011828e-01   8.30138009e-03]
 [  1.42119519e-04   1.61618303e-07   2.03260879e-05   1.15412178e-04
    2.91293276e-07   2.34876134e-04   4.31158647e-08   9.97491837e-01
    6.46495464e-05   1.93029421e-03]
 [  9.27887950e-03   2.14528973e-06   9.83834386e-01   6.54752366e-03
    9.81465504e-08   6.42749656e-05   2.87868315e-05   8.75340775e-05
    4.16643197e-05   1.14791525e-04]
 [  9.99395967e-01   6.86092849e-11   4.54449109e-05   1.27805843e-05
    2.90044915e-11   4.16718656e-04   7.37766459e-06   1.58482840e-06
    1.20060467e-04   1.77621814e-07]
 [  7.74811662e-04   2.23644042e-06   8.80763837e-05   4.38345305e-04
    1.77104529e-02   1.86735590e-03   1.83523607e-05   1.29084185e-01
    1.02647338e-02   8.39751422e-01]
 [  4.19998716e-04   2.79048927e-05   3.80375218e-06   3.05917987e-04
    8.37290554e-06   9.83271182e-01   1.93414621e-06   2.88423704e-04
    1.39786256e-02   1.69370102e-03]
 [  3.33923890e-06   1.88882950e-05   1.09058110e-05   3.25666071e-04
    2.33182600e-05   2.99449952e-04   4.11602912e-07   9.96156752e-01
    7.57817907e-05   3.08555365e-03]
 [  6.18132435e-06   4.87839337e-04   9.45217967e-01   5.41235805e-02
    6.40079207e-08   3.63001345e-06   3.12223383e-05   2.60250545e-06
    1.26757513e-04   1.92466246e-07]
 [  1.50637911e-03   1.61538701e-04   3.71053189e-01   4.06846553e-01
    4.30153204e-06   1.43131256e-01   7.35189989e-02   4.73824429e-07
    3.77414189e-03   3.12121392e-06]
 [  2.55457766e-04   9.75606918e-01   1.47769589e-03   3.11967242e-03
    1.25032337e-03   9.77523392e-04   3.89699358e-03   5.63969254e-04
    1.14887236e-02   1.36256614e-03]
 [  1.29768820e-02   2.03682054e-02   5.47665358e-03   7.70140588e-01
    2.38075765e-04   1.72364023e-02   6.09385206e-05   1.07383333e-01
    1.66206658e-02   4.94983271e-02]
 [  4.08919186e-06   5.68515907e-06   1.27874303e-03   9.85017032e-05
    2.02009873e-03   1.98634621e-03   2.56138796e-04   2.14483531e-04
    9.77083325e-01   1.70526151e-02]
 [  4.31789413e-05   2.09162175e-03   3.04711075e-03   9.56053019e-01
    5.35682950e-04   2.72754533e-03   2.14717256e-05   6.64676074e-04
    3.03976759e-02   4.41810768e-03]
 [  2.30877158e-05   1.35712608e-05   1.36504226e-04   2.09758960e-04
    3.20280851e-05   5.72168687e-03   1.74155939e-05   2.69858765e-06
    9.93667305e-01   1.75906680e-04]
 [  9.50940157e-05   9.56995692e-03   1.16305426e-02   5.89685806e-04
    3.51650850e-03   5.95694734e-03   9.62534249e-01   1.19126671e-05
    5.92073891e-03   1.74449378e-04]
 [  2.61715101e-03   9.00596917e-01   1.62589420e-02   3.38046695e-03
    5.69251133e-04   5.45371650e-03   3.44976075e-02   1.86821126e-04
    3.59101258e-02   5.29080979e-04]
 [  8.38826454e-05   9.84448075e-01   8.70998891e-04   2.02436652e-03
    8.25515381e-05   4.22232988e-04   8.88979412e-04   6.74885596e-05
    1.07822977e-02   3.29214759e-04]
 [  1.17634336e-05   4.64002960e-06   1.81063486e-03   7.66552257e-05
    2.38309940e-06   4.19298507e-04   2.60815568e-06   7.06218123e-01
    2.89913297e-01   1.54056889e-03]
 [  1.15509669e-04   4.69840670e-05   1.23478108e-04   1.12430816e-05
    9.64293361e-01   3.24677839e-03   2.99298292e-04   3.05503421e-03
    2.93206493e-03   2.58761793e-02]
 [  1.14855269e-04   9.83896375e-01   5.57848625e-03   3.19079566e-03
    5.78126812e-04   9.82555357e-05   7.80313741e-04   2.54076486e-03
    1.61659636e-03   1.60543527e-03]
 [  2.02568667e-03   1.47783011e-03   3.39508690e-02   2.76938721e-04
    2.43633240e-03   1.13618858e-02   9.46029186e-01   1.28497159e-05
    2.27710837e-03   1.51209460e-04]
 [  5.80034852e-02   2.28790104e-05   9.15531635e-01   7.21802097e-03
    2.63337333e-05   1.40244672e-02   4.46198042e-03   1.46103184e-05
    6.24606793e-04   7.19449599e-05]
 [  5.42126581e-05   2.40540016e-04   4.46765654e-04   1.04664592e-03
    3.32465720e-06   9.44885105e-05   2.02403299e-07   9.91064548e-01
    7.87719036e-04   6.26161462e-03]
 [  2.01382049e-04   1.69820117e-03   1.33205101e-01   6.16160929e-02
    6.82819961e-03   9.25019607e-02   1.97383878e-03   5.71180484e-04
    6.99201643e-01   2.20240047e-03]
 [  7.38777817e-05   7.73475222e-07   2.08039023e-06   9.42662009e-05
    1.85052093e-04   1.09772990e-03   5.78439483e-07   9.92403746e-01
    9.12167015e-05   6.05080696e-03]
 [  1.14617520e-04   7.44933641e-06   1.08463777e-04   3.67029035e-03
    8.60346918e-05   1.94436118e-01   3.72188981e-04   1.54329846e-05
    8.01117599e-01   7.18211595e-05]
 [  7.28939312e-06   9.94950533e-01   4.41629556e-04   8.52780649e-04
    3.50855880e-05   9.16379329e-04   2.57409294e-04   6.17643818e-04
    1.67532894e-03   2.46076263e-04]
 [  7.88115301e-07   1.14282145e-07   3.35981094e-05   1.73643105e-06
    9.98003900e-01   1.02925515e-05   6.20222650e-04   9.73364746e-04
    4.99896196e-05   3.05836817e-04]
 [  3.92863434e-03   3.77208255e-02   1.76101439e-02   7.44505048e-01
    3.38250793e-05   5.50696813e-02   3.73069197e-03   2.88725062e-03
    1.33507431e-01   1.00643607e-03]
 [  3.61040611e-06   4.23282982e-05   2.38800392e-04   1.04217906e-05
    9.87268507e-01   1.04622370e-04   9.32191149e-04   1.45968024e-05
    1.81177608e-03   9.57311504e-03]
 [  1.82524727e-05   9.86535013e-01   9.46639513e-04   9.03878268e-03
    8.58768326e-05   6.81034653e-05   4.13492322e-04   8.48627358e-04
    1.90901384e-03   1.36151939e-04]
 [  1.19658207e-05   4.88055775e-05   2.33239320e-04   3.24706234e-05
    4.77527414e-04   2.49922089e-03   1.47477796e-04   3.37609468e-04
    9.94846106e-01   1.36558339e-03]
 [  1.31586962e-03   3.29449819e-03   4.46258113e-03   7.80616939e-01
    4.63722012e-04   1.82402134e-01   2.10984144e-04   8.51647276e-03
    9.26010124e-03   9.45683941e-03]
 [  1.43464958e-05   2.33090141e-05   1.62067488e-06   2.27443197e-05
    8.09452057e-01   6.96746632e-02   1.63435674e-04   4.77760509e-02
    6.06266316e-03   6.68091401e-02]
 [  2.55233608e-04   2.39789908e-04   7.22723484e-01   2.64332145e-01
    1.13417476e-03   1.06054032e-03   6.96548540e-03   1.05587540e-04
    3.05459090e-03   1.28998960e-04]
 [  2.92626340e-02   1.11276540e-05   1.80982146e-02   4.12889145e-04
    1.27826724e-03   7.49470711e-01   9.81987268e-03   5.84737973e-05
    1.89890146e-01   1.69776753e-03]
 [  1.18059479e-02   3.92843736e-04   2.11845594e-03   7.40034282e-02
    8.11464997e-05   4.96362559e-02   1.01010757e-03   8.71070733e-05
    8.51853848e-01   9.01081599e-03]
 [  1.32824469e-03   2.56880480e-06   2.30308296e-03   1.99157192e-04
    4.73380758e-04   1.28766689e-02   6.00805040e-04   1.51748736e-05
    9.81025517e-01   1.17543491e-03]
 [  5.81127788e-05   7.46344775e-03   9.80743587e-01   9.33016854e-05
    1.43294494e-06   8.72076271e-06   7.06386520e-04   4.99617527e-05
    1.08722476e-02   2.85591909e-06]
 [  8.84937006e-04   3.45318222e-05   4.09438217e-05   9.22159350e-04
    1.32222922e-05   9.93300080e-01   3.45692085e-03   6.07064976e-06
    1.30458595e-03   3.67024004e-05]
 [  1.15085982e-06   2.02241222e-06   1.11332713e-06   6.11853087e-03
    3.50414147e-03   3.69296497e-04   1.21418807e-07   6.76947087e-02
    4.29516804e-04   9.21879351e-01]
 [  9.98208284e-01   9.35078195e-11   1.59229202e-07   1.44152989e-04
    2.78643580e-10   1.63657882e-03   5.16448773e-10   1.66834582e-06
    4.64067739e-07   8.76338436e-06]
 [  8.96043726e-04   1.49803191e-05   3.38319005e-05   7.67811653e-05
    3.13980281e-02   7.26617454e-03   4.56100133e-05   8.45451187e-03
    2.64545390e-03   9.49168622e-01]
 [  1.91963252e-07   1.57934574e-06   2.44769353e-07   4.57614391e-07
    9.96704400e-01   8.11286009e-05   3.15459110e-05   8.03969015e-05
    4.92801519e-05   3.05064954e-03]
 [  1.93934761e-06   1.26489908e-07   2.70525135e-07   2.99229941e-05
    3.15454010e-08   1.17465452e-05   1.27728172e-09   9.99690294e-01
    5.71549072e-06   2.59962253e-04]
 [  9.98404562e-01   1.42231364e-08   4.48720402e-06   1.84089004e-04
    9.86726008e-08   1.32316048e-03   2.26636826e-06   4.51841834e-06
    2.79522119e-05   4.88253136e-05]
 [  1.29807519e-03   3.71649489e-03   4.82679019e-03   4.60051119e-01
    4.74933954e-03   4.81204391e-01   4.93770000e-03   2.18361476e-03
    3.12345903e-02   5.79787651e-03]
 [  3.81873633e-06   1.15027525e-07   7.61770480e-06   4.22120877e-07
    9.99478161e-01   5.19164096e-05   1.24542901e-04   5.58815227e-05
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    1.22609466e-01   1.44993320e-01]
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    5.27091033e-04   3.28647229e-06]
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    1.42027959e-02   4.36838018e-03]
 [  1.12814756e-04   3.53178638e-03   1.45986125e-01   1.41505932e-03
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 [  3.47087538e-04   9.82406616e-01   2.90126307e-03   3.07169883e-03
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    4.77679353e-03   1.17965986e-03]
 [  2.33374629e-03   2.14172610e-06   6.53751122e-05   2.10843999e-02
    4.30179280e-05   6.15731120e-01   1.58253497e-05   2.49896839e-05
    3.59651804e-01   1.04766851e-03]
 [  1.48050285e-05   9.94296968e-01   7.81452167e-04   1.41286873e-03
    4.42800665e-05   1.80563966e-05   5.62369300e-04   8.36916268e-04
    1.69380626e-03   3.38366022e-04]
 [  2.98324827e-04   3.18349116e-02   6.98639080e-03   3.56743974e-03
    5.32208988e-03   1.02075120e-03   9.28183615e-01   4.56181115e-05
    2.16093864e-02   1.13149243e-03]
 [  4.01772056e-08   1.11893982e-07   7.14679118e-06   3.54927963e-08
    9.99741018e-01   4.72151123e-06   1.75193971e-04   2.86084787e-06
    1.00048942e-06   6.78343640e-05]]
INFO:tensorflow:global_step/sec: 162
INFO:tensorflow:loss = 0.282728, step = 6101
INFO:tensorflow:probabilities = [[  4.84074168e-02   4.86358553e-02   4.98533668e-03   1.39195973e-03
    3.27583961e-03   6.99716806e-01   7.17565371e-03   7.55262095e-03
    1.77159652e-01   1.69889012e-03]
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    1.88371656e-03   6.04651928e-01]
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    2.45157821e-07   1.31435300e-07   3.52153002e-05   1.27173030e-06
    1.31937093e-04   1.03216962e-06]
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    3.94664146e-02   1.53545141e-02]
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    7.02187046e-03   2.97604688e-02]
 [  9.03570533e-01   3.17391368e-06   6.76017255e-04   7.48700602e-03
    3.01962500e-05   8.21423009e-02   1.71293889e-03   3.83984647e-04
    3.68953240e-03   3.04433284e-04]
 [  2.51650945e-05   9.95448887e-01   9.64712526e-04   1.12369552e-03
    8.11123828e-05   1.30305591e-04   1.76571644e-04   1.48048814e-04
    1.84384035e-03   5.75399463e-05]
 [  2.26507010e-03   5.93948316e-05   7.64008961e-04   1.52973618e-04
    3.96896601e-01   7.57208653e-03   3.77637171e-03   4.43946151e-03
    3.61553282e-02   5.47918677e-01]
 [  2.15650061e-06   1.84189832e-06   9.99452770e-01   5.14200714e-04
    6.02041837e-07   2.72203096e-07   1.42121244e-05   1.90793912e-06
    1.16037245e-05   4.93877678e-07]
 [  4.75717301e-04   2.92320647e-06   2.60018324e-03   3.88389319e-01
    3.46483648e-05   1.49608165e-01   1.34006186e-04   4.74567642e-05
    4.57916707e-01   7.90947990e-04]
 [  7.16604045e-05   2.46321259e-04   1.58839975e-03   2.18588814e-01
    1.31685555e-03   1.87411904e-01   1.78044080e-03   5.39870525e-04
    5.87121248e-01   1.33452611e-03]
 [  5.13168983e-04   3.79562402e-06   8.89210642e-05   4.14675887e-04
    3.08642000e-01   2.66938645e-04   3.12180084e-04   1.51262963e-02
    3.56397289e-03   6.71068072e-01]
 [  1.56355895e-07   3.78415393e-07   9.99690175e-01   3.48494941e-05
    3.33128946e-06   3.10194501e-08   2.66317220e-04   6.37313224e-09
    4.76257264e-06   6.10089899e-08]
 [  2.21853759e-02   1.89862351e-06   6.39739883e-05   4.63604927e-03
    6.58754201e-04   8.77722740e-01   3.07569746e-03   1.45470534e-04
    4.92213927e-02   4.22887132e-02]
 [  2.44784344e-04   2.53433624e-04   1.65701422e-04   4.20242752e-04
    1.99743018e-01   1.31729082e-03   2.40438399e-04   2.86982991e-02
    9.18818172e-04   7.67997921e-01]
 [  1.10220304e-03   5.14587661e-09   1.45724660e-03   9.24380493e-06
    3.20672081e-03   1.74481858e-04   9.93890047e-01   9.23339030e-06
    4.50931584e-05   1.05660089e-04]
 [  3.82013852e-04   1.64238183e-04   2.64299498e-03   4.15439805e-04
    1.27111597e-03   1.22126960e-03   1.63605763e-03   4.14873823e-04
    9.87281859e-01   4.57017357e-03]
 [  4.76728717e-04   7.57569796e-04   2.41610382e-04   5.33017278e-01
    4.70710685e-03   3.09664994e-01   6.78426761e-04   1.25418212e-02
    5.95956855e-02   7.83187523e-02]
 [  9.65057174e-04   3.33673292e-04   9.04808461e-04   1.67139375e-03
    4.83471295e-03   3.83428447e-02   8.44434261e-01   5.88610128e-05
    1.01886801e-01   6.56766631e-03]
 [  3.64548350e-06   1.10679260e-03   1.90431194e-04   7.93666986e-04
    7.84512937e-01   1.08111054e-02   3.92322522e-03   3.65512329e-04
    1.01633005e-01   9.66597348e-02]
 [  7.06879888e-04   6.79855730e-05   9.12804855e-04   5.42054186e-03
    3.48279029e-01   4.87383269e-02   5.25861187e-03   9.16833896e-03
    6.05918132e-02   5.20855606e-01]
 [  7.26753069e-06   9.94961381e-01   4.78164031e-04   1.23567518e-03
    1.26103012e-04   1.84128949e-04   1.73644931e-03   1.40846692e-04
    1.01088756e-03   1.19350603e-04]
 [  4.26695769e-05   2.78357732e-07   1.16822252e-03   1.11022143e-06
    1.17090831e-05   1.20374760e-04   9.98589337e-01   4.76558313e-08
    6.49427675e-05   1.31119555e-06]
 [  1.37296993e-05   5.70910005e-03   6.70680776e-04   2.41147078e-04
    7.76784956e-01   3.08038201e-04   1.90292910e-01   4.07607658e-05
    3.40761617e-03   2.25310307e-02]
 [  1.27614624e-06   5.35129162e-04   4.77838935e-03   3.74289142e-04
    1.70548505e-03   8.12213766e-05   9.87907708e-01   1.37836867e-06
    4.61371383e-03   1.42435022e-06]
 [  3.95500334e-03   6.74511418e-02   5.22069931e-02   2.03747544e-02
    1.14969243e-05   2.08190759e-03   8.94757861e-04   7.38722086e-03
    8.42105448e-01   3.53129394e-03]
 [  1.72820670e-04   9.62035060e-01   8.52512475e-03   3.89141054e-03
    2.30167178e-04   3.15958750e-03   8.73814058e-03   1.85149128e-03
    1.08022606e-02   5.93981240e-04]
 [  5.51389996e-03   1.30959554e-03   1.19855965e-03   8.40489686e-01
    3.79173958e-04   2.55222544e-02   4.11546025e-05   3.20168538e-03
    1.42975226e-02   1.08046472e-01]
 [  1.84493561e-04   8.48809179e-07   6.13993779e-03   3.22948072e-05
    3.44279073e-02   1.04746592e-04   9.58107293e-01   6.10997231e-05
    6.95401759e-05   8.71787255e-04]
 [  3.50113958e-03   7.50271836e-03   4.16177437e-02   7.54964948e-01
    1.06376328e-03   2.70716660e-02   1.64971948e-02   3.30204814e-04
    1.46709695e-01   7.40828284e-04]
 [  5.85710257e-03   7.39528537e-02   3.00033530e-03   1.68863773e-01
    2.31076293e-02   1.79077074e-01   2.52398639e-03   1.34057952e-02
    2.42294773e-01   2.87916720e-01]
 [  1.45742029e-01   8.31079888e-05   1.17470652e-01   1.94052467e-03
    2.49151886e-03   1.74371526e-03   1.71310082e-02   2.83147645e-04
    6.70421839e-01   4.26924564e-02]
 [  2.45793108e-05   2.31774384e-03   5.19563582e-05   6.29016431e-04
    8.33713353e-01   7.38320115e-04   9.66584426e-04   1.74331327e-03
    4.46511712e-03   1.55349821e-01]
 [  8.62236484e-05   3.70513976e-06   3.81073623e-05   9.94084954e-01
    6.28243697e-08   3.46196932e-03   1.10706688e-08   3.84584360e-04
    4.94072621e-04   1.44631311e-03]
 [  3.93011328e-03   3.02741319e-05   8.62860586e-03   1.56196253e-03
    8.72403741e-01   1.41054709e-02   1.26645835e-02   1.42190635e-04
    7.98966065e-02   6.63648266e-03]
 [  3.28216527e-04   1.57902127e-06   4.12469126e-06   8.48955358e-04
    6.73850439e-03   8.50200711e-04   1.12317875e-05   1.26289979e-01
    2.38303957e-03   8.62544179e-01]
 [  9.98821557e-01   5.71141401e-09   3.47630225e-06   1.03036131e-04
    1.48143883e-07   9.64382023e-04   4.47114599e-06   5.25182149e-05
    3.29288123e-05   1.75493060e-05]
 [  3.06601032e-05   2.89351493e-03   1.31412584e-04   2.77898525e-05
    7.61652540e-04   2.30318541e-03   9.91836965e-01   8.46913508e-07
    1.96438399e-03   4.96464745e-05]
 [  2.78787673e-01   8.37332300e-06   4.42126766e-02   7.87509838e-04
    8.93544778e-02   1.40437828e-02   5.39047301e-01   1.89775298e-03
    2.31924723e-03   2.95412485e-02]
 [  3.28460219e-03   4.50220145e-03   6.20246232e-01   7.75002465e-02
    1.00048013e-01   8.85033235e-03   1.54019743e-01   4.48733848e-03
    1.64758936e-02   1.05853425e-02]
 [  1.36034819e-03   9.53678668e-01   8.15885607e-03   1.29862176e-02
    1.06794911e-03   2.72567617e-03   2.45464616e-03   7.88644608e-03
    7.54686678e-03   2.13423674e-03]
 [  3.39371711e-02   9.80417390e-05   2.42822571e-03   5.25331765e-04
    1.25150487e-03   4.63654511e-02   8.51481557e-01   1.70156591e-06
    6.37174249e-02   1.93583764e-04]
 [  5.85524213e-05   7.26077269e-05   4.31156688e-04   9.88580650e-05
    4.21969453e-03   1.43034477e-03   9.88696814e-01   3.05155481e-06
    4.93656052e-03   5.23586168e-05]
 [  9.90479410e-01   2.79340173e-09   2.33564024e-05   8.04941446e-05
    1.20754567e-06   8.28047004e-03   4.42215896e-05   9.47911176e-04
    9.07866161e-06   1.33789639e-04]
 [  9.39800870e-03   8.23050141e-02   3.62014468e-03   1.49747476e-01
    1.28686486e-04   6.39451087e-01   3.19893565e-03   2.33603851e-03
    1.06367677e-01   3.44696036e-03]
 [  9.96301413e-01   1.83331544e-10   7.07366189e-06   5.73895872e-04
    5.49722978e-09   2.83144228e-03   4.58346847e-07   1.59285191e-04
    4.03770500e-05   8.60391810e-05]
 [  4.34119970e-01   3.34179049e-06   3.81263435e-01   5.50300675e-03
    5.14388841e-04   3.84468515e-03   1.06821593e-03   7.27205770e-03
    2.93730432e-03   1.63473576e-01]
 [  1.81508694e-05   2.24872201e-05   5.86507085e-04   1.67018361e-02
    3.83253755e-05   2.82724872e-02   9.02697720e-05   8.39841014e-05
    9.52709913e-01   1.47602998e-03]
 [  5.12807746e-05   9.91716802e-01   3.33273783e-03   9.15152661e-04
    7.80988339e-05   7.88004472e-05   7.03446742e-04   8.29530240e-04
    2.12295237e-03   1.71111256e-04]
 [  1.41550004e-06   2.08139355e-07   9.99638081e-01   1.15700159e-05
    6.52824610e-07   2.89290654e-08   3.47094028e-04   1.06476328e-07
    7.13847101e-07   8.06886504e-08]
 [  7.97122996e-03   1.73297513e-03   4.49038530e-03   6.06536306e-03
    6.03857683e-03   7.38147974e-01   1.51673565e-03   7.21885078e-03
    2.03773513e-01   2.30443664e-02]
 [  2.77938361e-05   5.76158287e-03   9.74957585e-01   1.78762060e-02
    1.17689603e-06   7.35396970e-05   5.39056127e-05   5.54692924e-05
    1.19201816e-03   8.42267923e-07]
 [  1.75005267e-03   9.40270002e-06   8.67891431e-05   1.39605894e-04
    2.93232133e-05   2.76383013e-03   1.77592592e-05   1.56470123e-05
    9.94924903e-01   2.62731919e-04]
 [  9.99050200e-01   6.37608988e-09   8.63704554e-06   5.70423254e-06
    1.21405463e-07   7.86090270e-04   9.35135467e-05   3.43938859e-06
    4.38319730e-05   8.46646890e-06]
 [  1.75260147e-03   1.81090683e-02   2.43914500e-03   2.87245214e-03
    1.22727349e-01   5.16132638e-03   2.77117174e-03   5.82535230e-02
    5.71111813e-02   7.28802204e-01]
 [  1.01933110e-04   9.77514267e-01   1.82068511e-03   6.83432561e-04
    1.80737537e-04   3.36667814e-04   4.84426413e-03   9.44680651e-04
    1.30060129e-02   5.67386567e-04]
 [  7.26374856e-05   1.05483428e-04   3.53272352e-03   3.65141721e-04
    8.97887170e-01   1.68291631e-03   2.70759091e-02   5.65770967e-03
    1.51924184e-02   4.84278463e-02]
 [  9.34944689e-01   2.69329371e-06   6.90973829e-03   1.88162652e-04
    8.85791906e-06   4.01148498e-02   3.54104326e-03   1.71705324e-04
    1.39695341e-02   1.48825653e-04]
 [  1.54457884e-05   2.45656101e-05   6.50721267e-05   9.90674317e-01
    7.45146110e-07   1.05492980e-03   1.91110743e-07   1.44547506e-04
    7.98662007e-03   3.35002223e-05]
 [  1.16363948e-03   3.92557149e-06   7.91083767e-06   1.18979365e-02
    2.16341787e-03   2.52125468e-02   2.63276979e-05   2.65259326e-01
    2.55466811e-03   6.91710353e-01]
 [  6.62727260e-08   6.21564951e-08   2.68340692e-08   1.73240660e-05
    2.58399695e-07   8.15893713e-07   2.75454742e-10   9.99721825e-01
    1.13327599e-06   2.58360698e-04]
 [  7.28070518e-05   9.92810249e-01   1.49790663e-03   1.70462450e-03
    2.97260878e-04   1.73130000e-04   5.12652332e-04   9.49462526e-04
    1.66567869e-03   3.16192745e-04]
 [  9.99800503e-01   4.51981036e-10   1.27611984e-05   1.14465065e-05
    3.59528585e-08   4.09232780e-05   1.21109530e-04   1.95065880e-07
    1.16189267e-05   1.49351888e-06]
 [  1.17634633e-03   5.05970884e-03   4.42978228e-03   3.38269055e-01
    5.10598111e-05   5.85217237e-01   1.64703894e-02   6.45431865e-05
    4.83084731e-02   9.53444396e-04]
 [  4.28772801e-05   7.98634858e-07   1.11645784e-06   4.68703693e-05
    1.96449854e-03   7.40333780e-05   4.47435525e-07   7.49015033e-01
    3.27560905e-04   2.48526752e-01]
 [  1.10387360e-03   2.60672033e-01   2.97095533e-02   5.37810981e-01
    3.34493263e-04   2.41170507e-02   4.57647257e-03   1.46954471e-05
    1.41384304e-01   2.76627310e-04]
 [  1.38939949e-05   9.95159090e-01   3.34567740e-04   9.45492007e-04
    3.59252481e-05   1.34192625e-04   6.06269576e-04   2.78633030e-04
    2.41776812e-03   7.42617194e-05]
 [  3.14928752e-06   2.51639594e-05   9.98452187e-01   2.30947568e-04
    5.25435416e-06   9.22462641e-06   1.22624740e-03   5.05274727e-07
    4.67272039e-05   6.44216982e-07]
 [  1.61501384e-06   2.78860369e-07   4.57206246e-04   2.37559041e-04
    6.48452959e-04   2.10213402e-05   1.33353315e-05   8.36022850e-03
    2.49005592e-04   9.90011275e-01]
 [  2.53530743e-07   2.47696565e-08   4.82718463e-07   3.94758536e-05
    3.94132030e-06   8.22296806e-06   2.65883981e-09   9.96748209e-01
    1.31122497e-05   3.18629830e-03]
 [  1.60207317e-04   3.44947651e-02   2.91792746e-03   8.17329343e-03
    1.01825381e-02   1.74717363e-02   2.86221947e-03   3.45721073e-03
    8.53297412e-01   6.69827983e-02]
 [  5.33727638e-04   2.28123186e-04   2.47102021e-03   5.17204935e-05
    2.11848630e-04   9.68859415e-04   9.94781911e-01   1.18822427e-05
    6.64184045e-04   7.67292004e-05]
 [  8.51716753e-03   1.28979161e-02   5.99451251e-02   2.54134208e-01
    3.38609942e-04   4.98290034e-03   1.48316403e-03   5.59803518e-03
    6.09429061e-01   4.26737964e-02]
 [  4.54153586e-03   1.22833308e-06   2.08860433e-06   6.13695569e-03
    9.58778128e-06   9.63316411e-02   1.58007424e-06   8.95085570e-04
    8.32058966e-01   6.00213297e-02]
 [  6.34117343e-04   8.34446959e-03   1.39602437e-03   1.45765804e-02
    4.47938102e-04   7.58558139e-03   1.06528438e-04   3.85735370e-02
    8.92604887e-01   3.57303210e-02]
 [  2.78023720e-07   8.86276297e-08   5.06735960e-05   2.03552227e-05
    9.83421743e-01   2.17029756e-05   1.97324607e-05   1.00120677e-04
    6.53953975e-05   1.62999369e-02]
 [  3.50933697e-05   1.11501440e-05   1.27907100e-04   2.42364898e-04
    9.81227398e-01   3.55191471e-04   6.24176697e-04   5.49131772e-03
    2.28618708e-04   1.16567975e-02]]
INFO:tensorflow:probabilities = [[  1.42951903e-04   2.23013899e-06   7.96760665e-04   2.80086215e-06
    7.19936506e-05   6.47180568e-05   9.97927189e-01   2.81233781e-07
    9.75069066e-04   1.60127020e-05]
 [  6.40297134e-04   9.52045500e-01   1.95397995e-02   4.87775076e-03
    3.64254927e-04   1.15304289e-03   4.79243370e-03   1.43482687e-03
    1.48323271e-02   3.19622486e-04]
 [  4.04451675e-05   9.91971016e-01   2.09192303e-03   1.51105179e-03
    1.96128804e-05   1.00634854e-04   7.97630288e-04   2.52891798e-04
    3.15405428e-03   6.08364717e-05]
 [  5.02901326e-04   7.02025727e-06   9.49609850e-04   1.45564020e-01
    2.94496249e-06   7.87902176e-01   4.31637563e-05   4.39656258e-04
    5.97527176e-02   4.83578071e-03]
 [  1.80633590e-02   1.03707649e-02   1.32406235e-03   6.46339595e-01
    1.88677432e-03   2.68462539e-01   2.08934061e-02   3.74415447e-03
    1.46160033e-02   1.42992334e-02]
 [  7.99672271e-05   9.44685235e-05   3.08444200e-04   1.04502374e-02
    5.63133071e-05   3.44500208e-04   2.36965461e-05   1.20945193e-03
    9.80666220e-01   6.76666340e-03]
 [  4.54957895e-02   2.42045104e-07   8.07908103e-02   4.57618124e-04
    1.41329627e-04   9.09485330e-04   6.46319997e-04   2.02636956e-03
    1.81194898e-02   8.51412475e-01]
 [  4.47213024e-05   2.00063059e-05   8.13883787e-04   8.77301633e-01
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    3.75983827e-02   6.20221607e-02   4.58424687e-01   1.71361361e-02
    7.51770735e-02   4.34012013e-03]
 [  7.33735979e-01   1.49310421e-04   1.03900675e-02   5.26216514e-02
    4.64740122e-04   2.37758774e-02   1.63207378e-03   2.18220917e-03
    1.69815317e-01   5.23287850e-03]
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    1.30139955e-03   1.41880242e-02   3.29306815e-04   8.95475314e-05
    9.63639379e-01   1.56256724e-02]
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    1.50209207e-05   9.60713446e-01   2.28072488e-04   4.20907490e-05
    5.88822062e-04   7.92056162e-05]
 [  1.37668178e-06   9.19911031e-07   5.55412611e-04   3.46573564e-04
    9.86452997e-01   1.43236786e-04   6.56603079e-05   5.33443585e-04
    1.80406380e-04   1.17200110e-02]
 [  1.71679731e-05   1.47012051e-03   1.13247416e-03   4.25775623e-04
    1.42584601e-03   1.03148073e-03   9.91103411e-01   1.58418629e-06
    3.34769441e-03   4.44822399e-05]
 [  1.23642884e-01   2.40321042e-05   2.56917835e-03   1.78872630e-01
    7.70118641e-05   6.64744854e-01   4.55537392e-03   1.56747934e-03
    2.23546792e-02   1.59190933e-03]
 [  3.24266375e-06   2.98335010e-08   9.95997787e-01   3.85711924e-03
    1.48597508e-08   5.12642100e-06   1.48530216e-06   1.76018588e-07
    1.34559668e-04   4.44297257e-07]
 [  1.26039915e-04   9.89034534e-01   9.16772755e-04   2.13064998e-03
    1.37978583e-04   9.22828767e-05   1.01614220e-04   2.04968359e-03
    5.08208526e-03   3.28383758e-04]
 [  1.15279308e-05   1.99410671e-04   2.17208685e-03   9.95339155e-01
    9.42640270e-07   2.78952532e-04   3.57506065e-06   2.38358756e-04
    1.69089960e-03   6.50070579e-05]
 [  2.14740053e-01   1.19782519e-02   4.80566844e-02   4.02415365e-01
    3.33738467e-03   4.88841757e-02   3.97250941e-03   2.13364661e-01
    8.52913968e-03   4.47218046e-02]
 [  2.46538292e-03   7.04713384e-05   5.40535606e-04   3.50472447e-03
    2.14201602e-04   1.41024636e-03   7.51030666e-06   7.23881483e-01
    8.92862119e-03   2.58976787e-01]
 [  4.54394612e-03   3.79663106e-04   1.44919520e-03   3.01224412e-03
    5.50079742e-04   1.63008040e-03   1.12239377e-05   8.24184239e-01
    1.05509500e-03   1.63184196e-01]]
INFO:tensorflow:global_step/sec: 162.813
INFO:tensorflow:loss = 0.124647, step = 6201
INFO:tensorflow:probabilities = [[  1.37226098e-05   1.99308561e-05   7.94218911e-04   2.37381924e-03
    5.03488336e-05   2.37956736e-02   2.67127296e-04   2.65167419e-05
    9.71786618e-01   8.72010598e-04]
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    3.08019610e-10   7.22383174e-06   9.17024352e-07   2.55818264e-07
    1.72772729e-07   3.59183474e-07]
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    3.25349540e-01   9.27329966e-05   2.27097953e-05   1.37057877e-03
    2.60829722e-04   6.72831237e-01]
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    2.02727783e-02   7.08213542e-04]
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    1.00409252e-05   1.42844719e-05]
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    1.93743757e-03   2.88240524e-04]
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    5.90150384e-03   7.41632208e-02]
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    1.16798285e-04   2.05521062e-07]
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    1.85773507e-01   2.94451282e-04]
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    9.54755545e-01   6.47040288e-05]
 [  1.62757497e-05   9.92820680e-01   2.65513849e-03   4.25988139e-04
    1.85893696e-05   3.79414814e-05   6.54082163e-04   3.53208452e-04
    2.90837977e-03   1.09555549e-04]
 [  1.15756447e-05   2.48331344e-06   9.99670506e-01   2.60682282e-04
    6.69481253e-08   5.62580362e-06   6.01479951e-06   6.95349536e-06
    3.59019541e-05   3.41184659e-07]
 [  1.28449335e-06   7.31018233e-08   9.73643037e-05   6.33748982e-07
    5.61985253e-05   7.29279554e-06   9.99646425e-01   1.33380118e-09
    1.90342864e-04   3.61619641e-07]
 [  6.17438345e-05   5.70429147e-05   6.22267835e-05   3.06122791e-04
    6.03798893e-04   6.66192994e-02   8.13867591e-05   1.04716257e-03
    9.29570615e-01   1.59065204e-03]
 [  6.25835014e-07   8.58694257e-05   4.74195741e-03   9.94137526e-01
    1.28033560e-06   7.80512055e-05   8.46312275e-07   4.94198357e-05
    8.51684075e-04   5.25805117e-05]
 [  3.51269009e-05   9.83235240e-01   2.86311773e-03   1.50541519e-03
    6.27167581e-04   6.62634484e-05   1.03134871e-03   3.19996238e-04
    9.34780482e-03   9.68519715e-04]
 [  3.39865359e-03   6.65007829e-05   1.52922494e-05   8.91709253e-02
    7.96294422e-04   8.96119714e-01   7.41262411e-05   1.33912533e-03
    3.43848625e-03   5.58075355e-03]
 [  1.08599685e-04   1.64039886e-06   2.68142467e-05   1.12069771e-04
    3.07191419e-03   5.47644850e-05   7.77499281e-06   1.95122391e-01
    1.56367070e-03   7.99930453e-01]
 [  5.24209463e-04   2.45617528e-04   5.35188519e-05   7.62502837e-04
    3.14921066e-02   9.67795774e-03   2.84998387e-05   1.40550420e-01
    3.25735658e-03   8.13407779e-01]
 [  3.63581821e-05   9.63548183e-01   5.98015916e-03   6.10444974e-03
    5.00072667e-04   3.94045710e-05   1.84738263e-03   3.68575042e-04
    2.10108720e-02   5.64451155e-04]
 [  1.79480649e-05   7.60021749e-06   1.39345684e-06   2.83835543e-04
    6.88758155e-05   1.43765719e-04   1.43749176e-07   9.92747724e-01
    6.98024756e-04   6.03073835e-03]
 [  2.33750849e-04   6.45531054e-06   9.47512034e-03   3.40969674e-02
    2.40228110e-06   4.64681350e-03   1.76764461e-05   4.63745419e-05
    9.51394260e-01   8.01376518e-05]
 [  1.17758382e-05   4.55147616e-04   3.13286670e-04   8.95595003e-05
    3.27944360e-03   1.26585059e-04   9.95438397e-01   6.67367431e-07
    2.24452364e-04   6.07196089e-05]
 [  9.15775180e-01   1.80386390e-08   7.65919872e-03   6.16235266e-05
    2.91292992e-07   1.65930409e-02   5.98254278e-02   4.26387169e-06
    8.03849471e-05   6.35665629e-07]
 [  9.97335017e-01   1.32189921e-08   6.49018475e-05   5.74696693e-04
    2.28384965e-06   8.11465026e-04   2.07953635e-04   8.87894348e-05
    1.73679058e-04   7.41226017e-04]
 [  1.33293318e-02   1.59907376e-03   1.09802466e-02   2.08913838e-03
    7.51570426e-03   1.26706883e-01   8.16899538e-01   4.53782341e-05
    2.04082411e-02   4.26469633e-04]
 [  9.39011661e-05   1.34923323e-06   9.15661931e-01   8.24538320e-02
    7.01650970e-06   1.61294171e-04   4.96696666e-05   1.09900629e-05
    1.34279905e-03   2.17059729e-04]
 [  8.57811392e-05   1.43894125e-04   3.10315262e-03   2.69439450e-04
    3.24583948e-02   5.45973610e-03   9.56322908e-01   1.75611985e-05
    1.41422392e-03   7.24962098e-04]
 [  5.93498524e-04   3.59116115e-07   2.49032251e-04   2.36232052e-04
    4.32450042e-06   1.02398815e-04   1.88366172e-07   9.58407879e-01
    1.79900700e-04   4.02261019e-02]
 [  3.89879162e-04   1.70143849e-05   1.27356107e-04   1.11557953e-02
    2.02966891e-02   3.85825289e-03   3.42607440e-04   6.81416737e-03
    1.81945097e-02   9.38803673e-01]
 [  1.51290253e-04   9.17809814e-07   1.73379630e-02   1.99733222e-06
    1.89261849e-03   2.04480789e-03   9.78206396e-01   1.19161719e-07
    2.68563919e-04   9.54016359e-05]
 [  5.02858747e-05   9.92813170e-01   1.80195924e-03   7.31629727e-04
    2.86506074e-05   4.87046382e-05   1.37992646e-03   4.81194264e-04
    2.49537826e-03   1.69100749e-04]
 [  8.94298434e-01   1.19390088e-05   7.73681374e-03   5.69478050e-03
    2.97199858e-06   7.37726614e-02   9.65415311e-05   1.48778558e-02
    1.65244308e-03   1.85540935e-03]
 [  3.75267031e-04   1.86869223e-03   9.54923987e-01   2.75389310e-02
    2.66423683e-07   4.66603742e-05   1.11356667e-05   1.37402785e-05
    1.52176050e-02   3.72066233e-06]
 [  1.44311821e-03   1.18288001e-04   4.91159260e-02   6.66911379e-02
    5.39199682e-03   7.96643853e-01   1.22191303e-03   1.15885283e-03
    7.04375580e-02   7.77725084e-03]
 [  5.30685842e-01   7.36977498e-04   3.92523099e-04   1.48801848e-01
    2.64974980e-04   3.99231352e-02   2.83139059e-03   8.33589584e-02
    1.03387475e-01   8.96169916e-02]
 [  8.15019826e-04   9.52316895e-02   2.02361937e-03   1.76763274e-02
    1.58021897e-02   5.25107188e-03   9.98537987e-04   4.44242686e-01
    5.91685288e-02   3.58790338e-01]
 [  6.04068191e-06   1.59008778e-05   7.50424166e-04   1.70924384e-02
    2.55367922e-04   3.38368991e-05   1.24773078e-06   9.72782612e-01
    6.31558141e-05   8.99896864e-03]
 [  4.08014603e-06   1.67164289e-05   2.07850699e-05   1.05901257e-04
    9.76546526e-01   5.55444858e-05   1.97085865e-05   1.20557612e-02
    3.55656492e-04   1.08193774e-02]
 [  7.12714419e-02   2.04310641e-01   1.24673452e-02   1.42340921e-02
    2.30921665e-03   5.99930286e-01   9.27707460e-03   1.62854809e-02
    6.68023974e-02   3.11196968e-03]
 [  2.88362673e-04   2.08265759e-04   1.14523000e-05   8.62026529e-04
    1.78436518e-01   1.92606333e-03   1.30977423e-04   6.92149177e-02
    1.40008680e-03   7.47521341e-01]
 [  1.84952969e-05   9.93735909e-01   1.27209933e-03   5.66536270e-04
    1.35594106e-04   1.12517635e-04   9.81007004e-04   1.49162457e-04
    3.01556825e-03   1.31142033e-05]
 [  7.93974614e-05   1.92119256e-02   9.01090819e-03   9.57283005e-03
    3.94276605e-04   9.41762984e-01   1.50501949e-03   1.33665511e-04
    1.81979276e-02   1.31037945e-04]
 [  1.85748082e-04   8.15324311e-04   5.68881817e-03   9.19430375e-01
    3.28701822e-06   6.52767941e-02   2.26524535e-05   1.02316146e-03
    7.37987598e-03   1.73877881e-04]]
INFO:tensorflow:probabilities = [[  3.08610311e-07   6.49130961e-05   4.81888710e-05   5.43050608e-03
    1.25803342e-06   3.49490947e-05   1.42688720e-07   9.92671847e-01
    8.97285820e-04   8.50602461e-04]
 [  1.22943777e-06   2.82578048e-06   3.04854562e-04   9.15763841e-04
    9.56799865e-01   7.70368279e-05   7.08710504e-05   3.53723823e-04
    2.11734063e-04   4.12622280e-02]
 [  1.31717796e-04   9.45233703e-01   4.60114889e-03   1.28934532e-02
    8.47838994e-04   1.34735992e-02   1.54482422e-03   1.14536360e-02
    8.14688485e-03   1.67305151e-03]
 [  1.20209792e-04   3.77153582e-03   8.38116482e-02   2.75915891e-01
    2.59777252e-03   5.61395020e-04   1.50915977e-04   6.12143397e-01
    1.40869431e-02   6.84025511e-03]
 [  9.37573493e-01   4.39525003e-08   5.49657096e-04   5.14144893e-04
    1.06354464e-05   2.18136772e-03   1.14475268e-04   5.74621521e-02
    1.52271514e-05   1.57897314e-03]
 [  7.32569816e-03   1.32699728e-01   1.13960123e-02   2.24384740e-02
    1.83861405e-02   3.31980959e-02   6.55998528e-01   8.37464759e-05
    1.17526934e-01   9.46628512e-04]
 [  4.99799717e-05   1.61087737e-05   1.78004833e-04   5.49990036e-05
    5.76231629e-02   3.04523273e-04   1.11700654e-04   7.82802142e-03
    8.65121779e-04   9.32968378e-01]
 [  1.79911451e-03   1.53463213e-06   4.46466493e-06   1.17509473e-04
    2.70919903e-04   9.97240663e-01   1.36315393e-05   1.91368570e-04
    1.19156626e-04   2.41598304e-04]
 [  2.05899050e-05   3.29554568e-05   9.24062115e-05   1.17974596e-04
    7.61258364e-01   2.75559910e-03   8.58204075e-05   1.39159791e-03
    2.92557990e-04   2.33952120e-01]
 [  6.08827278e-04   8.76684580e-03   4.52476181e-03   9.36778009e-01
    1.14437554e-03   1.05601661e-02   2.15239881e-04   2.73897517e-02
    4.21713106e-03   5.79493772e-03]
 [  2.57027358e-01   1.39768172e-05   3.92571499e-04   2.79857427e-01
    1.78316724e-03   1.37080684e-01   7.03400420e-03   1.27009591e-02
    9.78851244e-02   2.06224710e-01]
 [  2.08940819e-05   1.81700525e-05   6.84341008e-04   9.98279452e-01
    4.93200947e-09   2.55828723e-04   6.75671856e-07   1.12946999e-07
    7.39938114e-04   4.70293543e-07]
 [  3.79809906e-04   4.84715429e-07   6.35342847e-04   4.15839713e-05
    1.02428399e-04   7.01335957e-05   9.98591959e-01   5.25398711e-08
    7.87984318e-05   9.94399888e-05]
 [  9.99347508e-01   1.37873413e-09   4.61779164e-05   1.30407780e-05
    1.14464433e-06   5.26094518e-04   2.86520208e-05   3.62006745e-06
    1.95119610e-05   1.41692590e-05]
 [  1.19766696e-07   2.62045342e-06   9.99825656e-01   1.63635414e-04
    7.91854429e-11   3.12058468e-08   6.72124827e-07   5.94540106e-09
    7.24529536e-06   1.59650848e-10]
 [  1.21913105e-02   4.78714901e-06   1.11504237e-03   5.93727827e-02
    2.72981619e-04   8.97485852e-01   7.31201377e-03   7.64605822e-04
    1.64018366e-02   5.07878279e-03]
 [  4.17887304e-06   1.26525802e-05   4.31897002e-04   9.90864336e-01
    6.00898886e-07   2.41886126e-03   5.38019549e-07   9.01578824e-05
    6.14239927e-03   3.44059117e-05]
 [  1.07483771e-02   3.60850692e-02   2.95046028e-02   1.81826134e-03
    8.22050869e-03   7.89458334e-01   3.69979702e-02   1.06194778e-03
    8.44503939e-02   1.65458140e-03]
 [  3.56370886e-03   3.20383012e-01   3.46711255e-03   2.78462544e-02
    1.31671748e-03   3.28659751e-02   4.28531144e-04   2.38740861e-01
    9.79704410e-02   2.73417294e-01]
 [  1.27701624e-03   3.54273953e-02   2.24887338e-02   8.61837179e-04
    2.35665683e-02   1.90298837e-02   8.86852086e-01   1.05062274e-04
    1.02463048e-02   1.45207756e-04]
 [  5.33224503e-03   2.41432386e-03   2.24383199e-03   6.75921962e-02
    1.41351774e-01   3.54901910e-01   3.03224791e-02   7.22529273e-03
    6.37255907e-02   3.24890286e-01]
 [  4.25033795e-04   8.86179041e-04   2.48170388e-03   1.53493220e-02
    4.31019953e-03   2.11056337e-01   1.45416977e-02   1.41280500e-04
    7.48744011e-01   2.06421898e-03]
 [  5.04713180e-03   2.26464821e-04   6.35338426e-01   2.96705146e-03
    4.59246077e-02   2.52108229e-03   7.64232129e-02   1.18712433e-01
    5.88593930e-02   5.39801791e-02]
 [  2.33499636e-03   5.19526599e-04   1.35927647e-01   1.70641914e-02
    1.27434144e-02   2.62056775e-02   4.33768705e-03   1.46983992e-02
    7.42808104e-01   4.33603078e-02]
 [  1.21738226e-03   1.19641870e-02   8.48706841e-01   1.57940981e-03
    1.70092029e-03   7.67707033e-03   9.44235474e-02   6.08634576e-03
    2.41929702e-02   2.45147245e-03]
 [  2.35439278e-02   3.66775639e-05   1.44517301e-02   9.13994908e-01
    2.12523616e-07   4.32789959e-02   1.90483785e-04   9.34289201e-05
    4.27533314e-03   1.34325091e-04]
 [  9.76675539e-04   9.23597906e-03   4.29117400e-03   4.18936688e-04
    9.04222310e-01   4.82673291e-03   2.63886359e-02   3.05197411e-03
    1.25630209e-02   3.40246074e-02]
 [  6.27092231e-05   6.07582799e-04   4.68365615e-03   4.53851817e-06
    4.89111291e-03   1.58413651e-03   9.84398723e-01   1.19367002e-07
    3.73784197e-03   2.95642221e-05]
 [  4.94561136e-05   9.64896858e-01   6.54609699e-04   9.22664069e-03
    6.27155168e-05   2.43605478e-04   5.72743767e-04   2.88493666e-05
    2.40467452e-02   2.17804365e-04]
 [  5.15623600e-04   1.47469997e-01   5.73409013e-02   1.20768407e-02
    1.26449779e-01   5.00345137e-03   5.95788062e-01   2.06791656e-03
    5.08345179e-02   2.45294045e-03]
 [  3.32982512e-04   6.28657217e-05   1.23025908e-03   3.13020631e-04
    2.08942175e-01   1.01632904e-03   7.50394887e-04   5.56652527e-03
    1.81067095e-03   7.79974818e-01]
 [  1.13470604e-04   4.46573140e-05   2.24403188e-01   7.59645164e-01
    7.56858071e-07   5.61919529e-04   2.92471668e-04   6.51738592e-05
    1.48720713e-02   1.16910201e-06]
 [  1.46288279e-04   1.20602068e-04   7.27446342e-04   1.64679586e-04
    5.79930320e-02   1.02035154e-03   2.49776756e-04   1.12217747e-01
    2.33838591e-03   8.25021625e-01]
 [  1.18361356e-07   2.33340330e-07   9.99136746e-01   8.56381317e-04
    1.14388131e-10   7.64625163e-09   1.96818036e-07   4.13705635e-07
    5.90789796e-06   5.02349495e-09]
 [  2.24721327e-04   1.80189701e-04   4.82152682e-03   9.84574020e-01
    4.37445669e-05   5.28642442e-03   1.32052068e-04   5.97814724e-05
    3.97438835e-03   7.03130732e-04]
 [  8.09486839e-04   1.26763734e-05   7.97172834e-04   2.39291377e-02
    1.41234295e-05   1.22150555e-02   9.84792568e-05   7.88408288e-05
    9.60566401e-01   1.47867168e-03]
 [  2.67621563e-05   9.61285041e-05   4.09893313e-04   4.08518652e-04
    1.83673754e-01   1.45167566e-03   1.26353712e-04   9.52739734e-03
    3.46160755e-02   7.69663453e-01]
 [  2.24643190e-06   5.23822564e-06   9.68893946e-05   8.92793764e-07
    9.98695314e-01   3.40536353e-05   6.94464659e-04   3.29578052e-06
    4.07153748e-05   4.26979037e-04]
 [  5.08754747e-05   1.33378364e-06   1.84715231e-04   1.25744492e-02
    6.13406155e-05   1.59433112e-02   1.18828582e-04   8.71825614e-04
    9.69752669e-01   4.40638774e-04]
 [  2.68273470e-05   1.49265560e-03   7.59962853e-03   9.46827888e-01
    2.28958554e-04   2.37230700e-03   1.73121189e-05   8.62214481e-04
    3.76703292e-02   2.90182792e-03]
 [  4.20312223e-04   7.68257014e-05   8.05924996e-04   2.52695382e-02
    5.72091958e-05   9.65693116e-01   2.03652331e-03   5.95986830e-06
    5.60278166e-03   3.17835547e-05]
 [  2.04163603e-04   3.00369749e-07   2.82330348e-05   1.50359716e-04
    1.10427234e-02   1.23470760e-04   8.38373671e-06   3.70847597e-03
    7.21971737e-04   9.84011889e-01]
 [  2.16551605e-04   9.35165882e-01   5.02663245e-03   1.89553984e-02
    1.45850540e-03   1.15432916e-03   6.16447651e-04   2.82673892e-02
    6.02032477e-03   3.11844423e-03]
 [  1.03482120e-02   3.27139423e-04   4.30294592e-03   3.30881268e-01
    4.13959642e-05   6.25157058e-01   8.96221399e-03   2.14694119e-05
    1.96367539e-02   3.21462314e-04]
 [  2.55650608e-04   1.98446959e-02   1.65733367e-01   7.79862940e-01
    3.80776101e-03   8.45000241e-03   4.76730801e-03   2.02029827e-04
    1.67795811e-02   2.96667247e-04]
 [  1.77575962e-03   1.56085269e-04   4.40651755e-04   1.35141890e-03
    1.54183223e-03   2.18625553e-03   1.82775748e-05   7.98605084e-01
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    2.48628552e-04   3.19040082e-05]
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    7.28631567e-05   2.20156435e-05]
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    9.81995225e-01   9.67770175e-04]
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    4.54102556e-04   2.31288595e-05]
 [  2.59440189e-04   1.52026862e-03   1.31484047e-02   3.79773885e-01
    1.22468974e-02   2.25113332e-01   3.50633338e-02   2.00965796e-02
    2.70092458e-01   4.26853485e-02]
 [  2.38345820e-04   1.05105201e-02   1.53435757e-02   3.13200435e-04
    3.04761878e-03   1.21289270e-03   9.68207181e-01   1.39873218e-05
    1.06799358e-03   4.46596096e-05]
 [  1.14180606e-04   9.84955847e-01   2.35763029e-03   1.33461319e-03
    8.67075694e-04   1.23043996e-04   5.89396339e-04   5.36827091e-03
    3.57196946e-03   7.17887888e-04]
 [  9.73504782e-01   1.86367146e-07   1.73598528e-02   2.06495635e-03
    7.27563247e-07   6.11161254e-03   5.16387285e-04   2.07239180e-04
    2.25618816e-04   8.57817577e-06]
 [  9.92121220e-01   2.96826013e-08   2.16501579e-03   2.06617100e-04
    1.56677284e-08   5.27394749e-03   4.71359745e-05   3.12067168e-05
    1.21215482e-04   3.35584300e-05]
 [  2.10412111e-07   8.66152448e-08   1.69144027e-06   5.37750893e-08
    9.99490142e-01   2.52496975e-05   4.59433832e-05   2.78271109e-05
    2.05223864e-06   4.06621635e-04]
 [  1.55266607e-04   7.33643560e-07   9.83741641e-01   1.47238905e-02
    3.33706893e-08   2.12178520e-06   4.76157700e-04   6.18154047e-07
    8.99417093e-04   2.67028526e-07]
 [  9.34204145e-04   9.44701791e-01   1.25935534e-02   1.02841388e-02
    3.51501885e-03   1.21001457e-03   1.91762950e-03   1.02468776e-02
    1.29108615e-02   1.68594648e-03]]
INFO:tensorflow:global_step/sec: 160.323
INFO:tensorflow:loss = 0.330752, step = 6301
INFO:tensorflow:probabilities = [[  9.98506606e-01   5.44889633e-10   5.03125932e-07   3.75871537e-06
    5.84490465e-08   8.66096001e-04   3.61431466e-06   3.70596194e-06
    5.75755723e-04   4.00154604e-05]
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    4.65303706e-03   9.80020341e-05]
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    2.83780880e-03   6.18397848e-07]
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    3.60408202e-02   2.26652762e-03]
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    1.49452791e-03   1.92895212e-04]
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    1.13006891e-03   2.64501735e-03]
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    4.67639271e-04   6.82746792e-09]
 [  9.98525918e-01   2.33067947e-08   8.69353826e-05   2.84519978e-04
    5.15521714e-09   6.67475280e-04   2.17088818e-05   9.88401516e-05
    7.19247546e-05   2.42911148e-04]
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    3.70725365e-06   2.83739790e-02   2.42149281e-06   7.73542095e-04
    1.91621464e-02   6.82795979e-03]
 [  3.37342266e-04   7.92620995e-05   6.86101557e-04   2.07294419e-04
    2.51214660e-05   9.90015149e-01   3.61437234e-03   8.43943872e-06
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    1.46477427e-02   2.95053527e-04]
 [  3.40868173e-05   6.01137253e-05   5.85947069e-04   9.75887299e-01
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    1.18150166e-03   9.72568887e-06]
 [  1.02317035e-05   2.95562018e-03   1.38219595e-02   9.77965117e-01
    5.01627085e-07   3.97511711e-03   3.40683118e-06   4.82364048e-05
    1.21448352e-03   5.45647117e-06]
 [  8.58079729e-05   6.74125622e-05   3.92183028e-02   1.49775192e-03
    3.47465090e-02   1.98485493e-03   9.19300914e-01   1.70726853e-04
    2.70315190e-03   2.24550022e-04]
 [  7.90467766e-06   5.10620282e-07   4.94733376e-06   9.98651206e-01
    1.24957035e-06   6.60867721e-04   1.85818241e-08   6.78536298e-06
    4.39625263e-04   2.26999371e-04]
 [  2.39891015e-05   8.25631503e-07   1.64273893e-03   1.54371155e-04
    2.75005586e-04   3.95053736e-04   3.24626249e-04   4.31588296e-06
    9.96604919e-01   5.74235455e-04]
 [  1.45084661e-04   4.86347638e-03   6.74085750e-04   3.32494453e-02
    5.83281368e-03   4.14435240e-03   2.36205178e-05   7.82673955e-01
    2.25209333e-02   1.45872191e-01]
 [  1.95585238e-03   6.62932393e-08   6.38897205e-03   2.77653430e-06
    1.88371578e-05   2.70724646e-04   9.91350293e-01   1.65060101e-07
    9.42757924e-06   2.79298388e-06]
 [  1.47515180e-04   9.63966370e-01   2.75976583e-02   1.67661184e-03
    1.82881104e-05   1.59438205e-04   1.40916172e-03   9.76079144e-04
    3.84611054e-03   2.02650466e-04]
 [  1.74750994e-07   2.37022482e-06   2.76305650e-06   7.40284577e-06
    9.96137798e-01   8.58144704e-05   7.28862215e-05   3.03112436e-04
    4.17745410e-04   2.96980119e-03]
 [  3.21241096e-05   9.91341770e-01   2.29366953e-04   2.00170418e-03
    1.00359655e-04   1.16361960e-04   9.87696694e-04   4.36470378e-04
    4.31535952e-03   4.38775198e-04]
 [  3.92056216e-04   2.19141711e-07   1.63217785e-03   8.57668624e-07
    3.06949005e-05   6.11349751e-05   9.97868419e-01   4.62713885e-08
    1.39644917e-05   4.37847518e-07]
 [  9.40295649e-05   9.83298063e-01   1.26452139e-03   2.75210897e-03
    5.42838126e-04   2.60499481e-04   1.11972168e-03   7.26699771e-04
    9.01696179e-03   9.24617576e-04]
 [  1.72082847e-03   2.87285447e-03   2.41756365e-02   2.27461965e-03
    1.56285446e-02   6.47340491e-02   8.46852720e-01   1.11421708e-04
    4.02698405e-02   1.35947426e-03]
 [  9.87642646e-01   1.19490892e-07   3.54845717e-04   1.49504154e-03
    8.69761720e-08   9.47216339e-03   6.39374412e-05   2.48010503e-04
    3.43709078e-04   3.79547098e-04]
 [  7.57106463e-04   6.07368092e-05   9.43458557e-01   5.51976748e-02
    1.87151574e-08   1.38515505e-04   2.36629276e-05   5.62317509e-05
    3.07371636e-04   5.99574221e-08]
 [  2.19976228e-05   9.22732463e-04   2.40335012e-05   1.15362683e-03
    2.24638321e-02   7.37751694e-03   1.38851712e-04   1.68941878e-02
    3.28799449e-02   9.18123305e-01]
 [  1.11927911e-04   1.30235625e-04   9.88389969e-01   4.96911397e-03
    4.41610973e-05   3.38927312e-05   1.66294689e-04   3.51887941e-03
    3.81451100e-04   2.25412939e-03]
 [  9.26745594e-01   3.02332069e-06   2.83051142e-03   2.89226387e-04
    3.21959888e-05   5.84370410e-03   6.29695803e-02   2.27526489e-05
    1.17288204e-03   9.06383138e-05]
 [  1.91196028e-04   1.06371617e-05   8.32035148e-04   1.35100540e-03
    1.52784344e-06   1.88489685e-05   7.25535969e-08   9.78850961e-01
    1.08617276e-03   1.76575501e-02]
 [  1.49093075e-05   2.01379607e-05   2.29037505e-06   1.99093192e-04
    3.88998426e-02   2.78427545e-03   4.10474240e-06   5.11124963e-03
    2.80927896e-04   9.52683210e-01]
 [  2.12327336e-07   2.25090616e-06   1.97250527e-04   9.98426199e-01
    2.79488841e-08   2.09562659e-05   4.46317650e-09   6.87055814e-04
    6.39020989e-04   2.69827742e-05]
 [  3.10461769e-06   2.41893274e-03   2.47592805e-04   4.37640585e-02
    3.78067307e-05   3.32147302e-03   8.76583272e-07   9.42076802e-01
    4.22790094e-04   7.70659512e-03]
 [  2.08060560e-03   7.49695241e-01   1.50886346e-02   1.39506208e-02
    7.60404218e-04   9.94045986e-04   2.09237076e-02   3.85410339e-03
    1.85973421e-01   6.67918567e-03]
 [  9.42120910e-01   1.67162185e-07   1.25346612e-03   3.50716473e-05
    3.02079279e-04   3.40979488e-04   2.87052896e-03   1.55325094e-03
    5.09563927e-03   4.64279689e-02]
 [  4.77252644e-04   9.66535389e-01   4.00797185e-03   7.00855954e-03
    7.37441762e-04   5.29584824e-04   1.14354491e-03   4.82695363e-03
    7.27666868e-03   7.45671010e-03]
 [  2.65247701e-03   5.76349258e-01   8.53438675e-03   1.69499755e-01
    3.17033231e-02   2.97606941e-02   1.29425442e-02   1.51890544e-02
    7.25159198e-02   8.08525681e-02]
 [  4.54318291e-03   3.79677746e-03   4.13765937e-01   3.43203008e-01
    6.15991000e-03   1.17989510e-01   1.19941272e-02   3.59862507e-03
    8.85767788e-02   6.37219427e-03]
 [  4.46706326e-06   1.33972950e-04   9.96440232e-01   3.35082179e-03
    2.22417256e-07   2.16098579e-06   1.16472265e-05   5.03750962e-05
    5.98499537e-06   2.00431018e-07]
 [  9.99263942e-01   1.68404384e-08   8.01283313e-05   1.03343897e-04
    8.49590833e-07   2.04834014e-05   8.53431120e-05   6.81683741e-05
    9.73861970e-05   2.80293229e-04]
 [  9.94009533e-05   1.68674873e-04   1.35138935e-05   4.90750419e-04
    3.86739685e-03   6.47910777e-03   5.56725581e-06   4.79506612e-01
    2.69722333e-03   5.06671786e-01]
 [  1.12808993e-04   1.34085094e-05   1.58467865e-05   2.28215344e-04
    2.56963056e-02   6.22409338e-04   3.57473982e-05   1.66993700e-02
    5.54186350e-04   9.56021726e-01]
 [  8.84879947e-01   1.09692446e-05   1.36619562e-03   1.32382440e-03
    5.23190829e-04   9.50961784e-02   3.10657750e-04   4.82906634e-03
    7.06139021e-03   4.59856167e-03]
 [  7.62582530e-08   2.16775470e-06   1.43924780e-07   1.46729317e-05
    2.07791504e-06   9.85959105e-07   7.63085151e-10   9.99226809e-01
    1.84480850e-05   7.34577421e-04]
 [  9.43048764e-03   2.38128543e-01   2.10768729e-02   6.23622298e-01
    8.18164204e-04   9.70522035e-03   6.20914139e-02   1.00017311e-02
    1.65939201e-02   8.53131060e-03]
 [  1.04461924e-05   4.54483234e-06   9.97896194e-01   2.44211813e-04
    2.42923784e-06   1.56032968e-06   1.71379664e-03   1.27870159e-08
    1.26547369e-04   2.30610894e-07]
 [  3.11567984e-03   1.58927180e-02   5.93381422e-03   5.69412019e-04
    1.19407789e-03   5.21328067e-03   9.50662494e-01   3.35280201e-05
    1.67834386e-02   6.01517328e-04]
 [  9.17672753e-01   1.17639985e-07   2.49153748e-03   1.92959495e-02
    1.26030645e-04   5.42328395e-02   2.10626144e-03   3.74760821e-05
    3.12352274e-03   9.13367374e-04]
 [  3.85785729e-01   9.79710194e-07   5.86140156e-03   1.90457585e-03
    1.12731650e-05   4.71752509e-02   3.47641180e-04   3.60790640e-04
    5.58129549e-01   4.22837038e-04]
 [  1.88458842e-04   6.85248306e-05   1.40411939e-04   3.55377066e-04
    6.90243393e-02   4.31654917e-04   3.13102326e-04   5.92957847e-02
    1.48850447e-03   8.68693829e-01]
 [  2.14211002e-04   2.39254688e-04   1.92364305e-01   6.48813555e-04
    3.49651999e-03   4.47397935e-04   8.01705599e-01   1.71038721e-07
    8.80348496e-04   3.39560393e-06]
 [  9.95544732e-01   1.63407968e-10   7.08112566e-07   1.04246737e-06
    1.34101930e-08   4.43230616e-03   7.38820836e-06   4.46510512e-06
    3.05722637e-07   8.97595328e-06]
 [  3.67346438e-05   2.65153963e-03   1.49004580e-03   2.28368554e-05
    6.96563860e-04   3.33333563e-04   9.94382381e-01   8.51735820e-07
    3.71548522e-04   1.42723757e-05]
 [  5.49636343e-06   7.13852941e-08   4.26387996e-04   2.38241500e-06
    1.01239188e-03   4.68348080e-05   9.98492002e-01   1.94710097e-07
    1.15267230e-05   2.61103992e-06]
 [  8.03414005e-05   2.59856843e-05   1.28095644e-05   1.04529737e-03
    1.41205816e-02   2.69161467e-03   1.91607305e-05   6.14947686e-03
    2.12016865e-03   9.73734498e-01]
 [  3.28760099e-04   9.83485162e-01   1.36893196e-03   8.70263088e-04
    2.91624950e-04   1.41805166e-03   2.07372592e-03   4.38565476e-04
    9.04613826e-03   6.78772281e-04]
 [  2.29197267e-05   3.24438908e-04   4.44140239e-03   3.06126203e-05
    7.62725770e-01   1.18815246e-04   2.28899896e-01   7.25373393e-05
    1.00743375e-03   2.35622656e-03]
 [  1.98342968e-04   9.83548462e-01   2.16576876e-03   4.85528260e-04
    1.71576568e-04   4.55188187e-04   1.54311524e-03   2.94553523e-04
    1.07811084e-02   3.56492877e-04]
 [  4.34612593e-04   2.57184780e-07   5.17487069e-06   3.75082914e-06
    2.86160409e-03   1.33508380e-04   3.55549892e-05   1.97831262e-03
    6.87369518e-03   9.87673581e-01]
 [  1.08260261e-02   4.62708130e-07   2.21484835e-04   1.01722535e-05
    4.37216404e-05   1.35852061e-02   9.74611938e-01   4.85453484e-07
    6.76463649e-04   2.40863228e-05]
 [  1.02543709e-06   1.33622805e-07   8.74808975e-05   8.30374347e-07
    9.99096632e-01   9.65873278e-06   2.96189944e-04   9.06025380e-05
    1.87516664e-04   2.29947284e-04]
 [  7.92871469e-06   1.08353811e-06   2.99996600e-07   1.66086524e-04
    1.36300844e-06   1.14374183e-04   1.24459252e-08   9.95441675e-01
    9.25272889e-06   4.25780425e-03]
 [  9.29189773e-05   2.86197785e-04   9.74465489e-01   3.48733598e-03
    4.93075640e-06   1.14667369e-03   3.16374790e-04   5.99094710e-05
    2.01270264e-02   1.32523555e-05]
 [  6.77019777e-03   4.54542082e-04   6.19664963e-04   3.47425550e-04
    1.77160129e-01   7.05126762e-01   4.98440973e-02   1.32303052e-02
    3.50544490e-02   1.13922963e-02]
 [  2.34265990e-05   9.95986283e-01   3.80587007e-04   1.87210413e-03
    1.29587541e-04   3.01979511e-04   3.09456402e-04   3.79550213e-04
    2.08756406e-04   4.08463733e-04]
 [  7.55919609e-05   4.63109586e-07   1.73763055e-05   6.25810120e-04
    9.55401083e-06   9.98254716e-01   6.56965422e-05   8.71112491e-07
    8.84953362e-04   6.49880894e-05]
 [  4.11610032e-04   3.00810230e-03   4.10282606e-04   2.22211983e-03
    1.24646924e-01   3.00723617e-03   6.43058505e-04   7.07728118e-02
    1.39077529e-02   7.80970156e-01]
 [  1.76555972e-04   2.74881040e-06   3.14955250e-04   9.06032255e-06
    1.19645949e-04   2.80098408e-04   9.98840868e-01   1.76746990e-08
    2.54163780e-04   1.93004939e-06]
 [  7.97434768e-05   1.82234421e-01   8.99860344e-04   2.11482961e-02
    1.05188966e-01   3.13905743e-03   6.20546925e-04   4.88522276e-02
    6.82585761e-02   5.69578230e-01]
 [  1.82433330e-04   3.90999091e-08   7.56163274e-07   2.11163402e-01
    1.03753095e-09   7.87701845e-01   6.95612741e-08   1.46158231e-06
    9.48444067e-04   1.52191114e-06]
 [  1.77547292e-07   4.99106045e-09   1.26037281e-04   8.52659014e-06
    9.93996978e-01   6.45380933e-05   4.88307513e-03   2.34978211e-06
    3.00943269e-04   6.17249345e-04]
 [  2.05266580e-04   2.32474522e-05   5.37868477e-02   2.27509486e-03
    7.98993051e-01   2.45290779e-04   1.45942280e-02   4.46108961e-03
    3.91017064e-04   1.25024930e-01]
 [  4.63294418e-04   2.48627756e-02   1.95685774e-03   1.31248441e-02
    3.52554530e-01   1.94286387e-02   4.69127437e-03   2.95799645e-03
    2.27933191e-02   5.57166457e-01]
 [  4.77912472e-05   1.21321098e-03   1.44561287e-04   1.83535716e-03
    1.90102383e-01   5.03040152e-03   1.68870378e-04   1.60732772e-03
    1.42180361e-02   7.85632014e-01]
 [  1.52850256e-03   1.22006226e-03   3.75742733e-04   6.31411467e-03
    2.95219338e-03   9.38771307e-01   6.80136401e-03   2.02258700e-04
    2.44972073e-02   1.73373912e-02]
 [  4.45520573e-06   1.90629248e-06   9.99549687e-01   4.40753909e-04
    5.60444384e-08   3.51581129e-08   2.00131080e-06   1.06295397e-06
    4.96826509e-08   1.53021944e-07]
 [  9.39644780e-03   1.66012230e-03   2.79986090e-03   6.22683108e-01
    3.08365864e-03   3.03924322e-01   1.37345551e-03   1.02039590e-03
    4.80625965e-02   5.99601027e-03]
 [  9.99217510e-01   8.12791789e-09   3.40888306e-04   2.58746513e-06
    3.46078686e-08   2.14507600e-04   1.53337794e-04   6.33623276e-05
    5.69248095e-06   2.05786114e-06]
 [  1.69834448e-03   5.92932745e-04   9.05241847e-01   2.99912994e-03
    5.92156027e-07   6.83283666e-04   5.30500081e-04   2.37226835e-04
    8.79820809e-02   3.41529594e-05]
 [  9.95312095e-01   2.80276618e-06   4.77303227e-04   1.37014213e-04
    5.02786861e-05   1.50149665e-03   1.94221118e-03   9.38615703e-05
    2.56941828e-04   2.25747266e-04]
 [  7.97183529e-05   6.65402922e-06   1.92592124e-05   1.40242162e-04
    3.90270948e-02   1.60929351e-03   3.61505481e-05   3.20517235e-02
    4.40277904e-03   9.22627151e-01]
 [  5.67987387e-04   3.16895382e-03   7.25190388e-04   1.21156424e-02
    9.39384427e-06   1.07092271e-03   8.97640202e-05   1.29783677e-03
    9.73329902e-01   7.62427924e-03]
 [  4.81460767e-04   4.66099184e-04   1.64587589e-04   4.56104026e-04
    1.47417516e-01   1.44580461e-03   8.24461924e-04   1.16380313e-02
    4.41690860e-03   8.32688987e-01]
 [  8.29445850e-03   1.62336190e-04   3.43008229e-04   6.94533752e-04
    1.77734736e-02   1.08359214e-02   6.98214280e-04   2.30882019e-01
    3.66006270e-02   6.93715334e-01]
 [  1.04117359e-03   1.71567592e-06   2.79455329e-03   2.64845785e-05
    4.20105271e-03   3.67812958e-04   9.90298986e-01   6.76384388e-06
    4.36168229e-05   1.21796131e-03]
 [  7.56900408e-05   1.65847541e-05   1.02975309e-05   1.93778513e-04
    9.48256534e-03   2.21071241e-04   5.81344148e-06   4.01037186e-03
    1.22344086e-03   9.84760344e-01]
 [  3.01623903e-03   1.18510379e-03   9.70471129e-02   4.23751818e-03
    6.13927568e-06   4.21087146e-02   8.48385632e-01   7.30694446e-05
    3.92143801e-03   1.90815663e-05]
 [  4.03223821e-04   1.13108696e-03   9.53597762e-03   7.07142532e-01
    1.64027698e-03   5.08767068e-02   2.03372031e-01   1.23141017e-05
    2.53067501e-02   5.79133630e-04]
 [  1.06974947e-03   1.30578293e-04   1.53738586e-03   4.02142941e-05
    7.67597437e-01   6.46993006e-03   2.53028143e-03   5.72708808e-02
    9.35551804e-03   1.53998032e-01]]
INFO:tensorflow:probabilities = [[  3.66664699e-06   1.85784811e-05   9.98511016e-01   3.44526139e-04
    2.49925233e-05   1.01486157e-05   1.04353146e-03   1.08047349e-08
    4.12381814e-05   2.37494487e-06]
 [  6.62547594e-04   3.75503791e-04   4.06482220e-02   1.49190414e-03
    6.51799783e-04   2.15563793e-02   6.73499017e-04   8.22664788e-06
    9.33832943e-01   9.89499094e-05]
 [  1.14424338e-05   1.80993113e-04   5.87127060e-02   4.32714969e-02
    9.04511326e-05   2.55131326e-03   6.70126290e-04   3.08160634e-05
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    2.23748231e-07   7.05750836e-07   3.45587142e-10   9.99035120e-01
    1.40377870e-05   8.36699153e-04]
 [  3.97034347e-01   5.61476554e-05   2.21623890e-02   5.70448290e-04
    4.32319986e-03   1.62636954e-02   1.17109157e-01   2.44833808e-03
    4.33705062e-01   6.32720115e-03]
 [  6.70143357e-03   1.18779908e-05   4.72502870e-04   2.74064194e-04
    4.52079922e-02   1.18622733e-02   3.99260670e-02   3.66001361e-04
    7.01156855e-01   1.94021016e-01]
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    9.21704113e-01   2.11614999e-03   2.09518545e-03   1.42645396e-04
    6.44378271e-03   6.56199977e-02]
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    3.38956565e-02   6.90088272e-02]
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    2.08902344e-01   9.02240688e-04   1.53696188e-03   3.69379260e-02
    2.94645391e-02   7.19890833e-01]
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    3.93887109e-04   3.73751868e-06   9.99011397e-01   5.30034504e-06
    4.53533139e-05   1.03893963e-05]
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    7.66791200e-05   1.74679633e-04   9.98895764e-01   2.28015907e-07
    6.45071443e-04   3.53044675e-06]
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    1.88260365e-05   5.11511287e-04   4.13829321e-06   9.74459946e-01
    4.21848753e-03   1.36340130e-02]
 [  1.94188475e-03   6.34492934e-02   1.65355429e-02   6.97612405e-01
    1.39767842e-04   8.20256919e-02   7.63105752e-04   1.36438170e-02
    1.20612696e-01   3.27575416e-03]
 [  3.62849067e-04   3.19308892e-05   1.35369999e-02   7.32318804e-05
    1.86287202e-02   8.66440678e-05   9.64264333e-01   8.17191321e-05
    1.82769017e-03   1.10581587e-03]
 [  1.27504582e-05   4.86193858e-05   1.42373552e-03   9.97616649e-01
    6.98638800e-08   3.15258774e-04   5.01210820e-07   8.76204922e-06
    5.71056968e-04   2.54899237e-06]
 [  1.68633834e-03   1.80595126e-02   1.77979320e-02   1.01439422e-02
    3.06237256e-04   1.66498404e-03   7.29124714e-03   2.64533126e-04
    9.40190077e-01   2.59522139e-03]
 [  1.20661134e-04   7.32964645e-06   6.86514397e-07   1.87365734e-03
    8.35086510e-04   1.15875516e-03   2.91819276e-07   9.20202076e-01
    1.53503451e-03   7.42665306e-02]
 [  2.09810281e-07   2.08586499e-07   2.13130275e-04   1.20390195e-03
    6.44140303e-01   3.10744108e-05   2.29687539e-05   4.51341213e-04
    3.43231513e-04   3.53593647e-01]
 [  7.97107496e-05   2.05244396e-06   4.44446108e-04   1.18930921e-05
    1.03033893e-03   1.82256603e-03   9.96296227e-01   2.83012724e-07
    2.74208462e-04   3.82245598e-05]
 [  3.32563147e-02   2.60170636e-04   1.59806758e-03   2.01072195e-03
    2.61428595e-01   1.10047462e-03   5.27361082e-03   6.33170456e-02
    1.73727617e-01   4.58027244e-01]
 [  3.48276049e-02   1.54571505e-02   9.37575009e-03   2.17471793e-01
    3.54543403e-02   2.59461313e-01   1.50457039e-01   2.10462511e-03
    2.40004078e-01   3.53863239e-02]]
INFO:tensorflow:global_step/sec: 161.173
INFO:tensorflow:loss = 0.277323, step = 6401
INFO:tensorflow:probabilities = [[  1.25137633e-02   1.66587182e-03   1.42646626e-01   4.63382572e-01
    2.66721036e-04   1.55584766e-02   2.65928991e-02   8.27742406e-06
    3.37345511e-01   1.93629876e-05]
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    5.92282275e-03   3.58455372e-03]
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    2.19884052e-04   2.22839834e-03   1.80254551e-03   6.23830303e-04
    9.04786050e-01   4.54566820e-04]
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    1.85538754e-02   8.93066347e-01]
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    8.83623865e-03   3.35425767e-03]
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    1.83185344e-04   9.83078007e-06]
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    3.37519014e-04   2.89957851e-01]
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    8.09433777e-03   2.33727763e-03]
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    1.29490311e-03   9.32152092e-01]
 [  9.31182149e-05   1.79396866e-05   4.17628465e-03   7.18418788e-03
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    3.12937261e-03   3.92891616e-01]
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    1.38700721e-04   8.54974587e-06]
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    6.44773431e-03   8.09092760e-01]
 [  1.34614515e-04   2.17078588e-04   5.05645448e-06   5.39101078e-04
    6.23738319e-02   7.19588483e-04   2.66478892e-05   1.16702989e-02
    1.83260441e-03   9.22481120e-01]
 [  5.32334147e-04   1.47854435e-05   1.05686870e-03   1.40944639e-05
    5.14353625e-04   3.29961360e-04   9.96744514e-01   4.52567008e-07
    6.08376402e-04   1.84229502e-04]
 [  1.72204687e-04   2.45581782e-06   5.87349896e-05   3.26926145e-03
    1.34754516e-02   4.51162341e-04   4.81580219e-06   8.36490393e-02
    3.59013793e-03   8.95326734e-01]
 [  3.30879731e-04   8.42598209e-04   1.01900048e-04   9.78795826e-01
    1.30654898e-05   1.54408747e-02   6.54324540e-05   2.88046681e-06
    4.38230345e-03   2.43242412e-05]
 [  2.85202386e-05   9.86935556e-01   8.37412372e-04   6.60696579e-03
    1.25321632e-04   4.72092506e-04   5.70179662e-04   8.46275652e-04
    2.96229473e-03   6.15400728e-04]
 [  9.84352373e-05   6.78083779e-07   1.44015730e-03   9.05085653e-06
    4.10195498e-05   5.40574292e-05   9.98190343e-01   1.94690998e-07
    1.19347234e-04   4.66586716e-05]
 [  1.62299664e-03   1.33401845e-04   6.10743649e-03   7.08822045e-04
    6.13097742e-04   1.47095707e-03   1.96323599e-04   9.79820073e-01
    6.49831316e-04   8.67710728e-03]
 [  1.10319210e-02   1.71286574e-05   2.20494840e-04   1.94806755e-02
    1.33202430e-02   8.92894864e-01   4.39743549e-02   2.97574388e-05
    1.61613990e-02   2.86914245e-03]
 [  1.28044660e-04   6.77674980e-05   5.56811457e-04   8.72927558e-06
    9.87924039e-01   1.75821537e-03   1.62152760e-03   5.62633446e-04
    5.72019315e-04   6.80027669e-03]
 [  4.47799830e-04   7.82571360e-02   6.93434803e-03   4.25379664e-01
    1.25687663e-03   3.35396850e-03   1.27642497e-03   2.85387356e-02
    2.96565562e-01   1.57989502e-01]
 [  4.78460744e-04   2.24749747e-04   3.27066315e-04   3.21753249e-02
    6.30059163e-04   9.61274505e-01   2.83066620e-04   1.02133013e-03
    3.25336866e-03   3.32108029e-04]
 [  4.32600714e-02   3.49165457e-05   4.43917094e-03   1.82369389e-04
    1.65555254e-01   2.32528383e-03   2.16985736e-02   8.32545850e-03
    4.88942116e-02   7.05284655e-01]
 [  1.49275420e-05   1.66377125e-04   1.94216042e-03   1.23748076e-04
    1.15494886e-02   2.48376571e-04   9.85451102e-01   4.28905594e-07
    4.65166813e-04   3.82256985e-05]
 [  1.02539059e-04   1.73859155e-06   1.52183478e-04   5.55041945e-03
    4.54160869e-08   9.92110789e-01   2.82635447e-04   2.84107422e-08
    1.79912150e-03   6.34129549e-07]
 [  1.63363211e-03   6.35737553e-04   9.38418031e-01   4.25781012e-02
    1.75693856e-07   3.17528669e-04   5.52635058e-04   4.72961165e-06
    1.58580802e-02   1.39385838e-06]
 [  4.17215470e-03   6.86510861e-01   1.41134392e-02   1.62732396e-02
    1.13879656e-03   1.19759187e-01   1.13705117e-02   1.69065094e-03
    1.39066190e-01   5.90511505e-03]
 [  7.76288158e-04   9.62340295e-01   1.58556812e-02   1.93055382e-03
    1.25644379e-03   3.63603380e-04   5.11930382e-04   5.06010186e-03
    1.11517385e-02   7.53593456e-04]
 [  9.94534254e-01   1.04191882e-08   2.96253420e-04   9.52413247e-04
    8.66679841e-07   3.86504200e-03   1.21137336e-05   6.68432622e-05
    2.28887860e-04   4.32311936e-05]
 [  1.56390527e-07   1.16807364e-07   5.54039730e-07   1.31089502e-04
    1.70988656e-07   3.64594757e-06   5.66875213e-10   9.99801934e-01
    3.68041583e-07   6.19621133e-05]
 [  9.09813207e-06   2.26163729e-06   1.22535985e-05   5.94498379e-05
    2.88348150e-04   5.05432533e-03   1.60351774e-04   8.43924936e-05
    9.93565857e-01   7.63723452e-04]
 [  6.78443143e-07   1.86807847e-06   3.44723434e-04   9.98831689e-01
    1.36199418e-09   7.17437593e-04   1.62226570e-08   3.11598910e-07
    1.03203478e-04   5.17061700e-08]
 [  9.98699546e-01   6.21292751e-09   1.35514143e-04   3.22351232e-04
    1.10586846e-08   7.95593893e-04   1.68002753e-05   1.94472454e-06
    2.63374423e-05   1.85292822e-06]
 [  9.69436587e-05   7.45267462e-05   2.11710911e-04   9.92317438e-01
    1.73388580e-05   3.43966461e-03   1.62638637e-04   7.57624503e-06
    3.61748133e-03   5.46588417e-05]
 [  5.58865396e-03   3.32451280e-04   3.02546799e-01   4.60172491e-03
    4.72903490e-01   5.16133558e-04   2.01853976e-01   4.38035611e-04
    7.30645470e-03   3.91231291e-03]
 [  5.64720307e-04   2.50366487e-04   1.77017711e-02   1.41309004e-03
    6.09839847e-03   5.21198288e-03   9.66768861e-01   4.08429114e-05
    1.72629498e-03   2.23715018e-04]
 [  1.46922274e-02   7.37125337e-01   4.30266857e-02   4.80803512e-02
    9.80431959e-03   2.70922650e-02   2.00426802e-02   4.18904908e-02
    3.95897478e-02   1.86558552e-02]
 [  3.54711374e-05   4.98802215e-01   1.82058051e-01   3.09295535e-01
    1.30443595e-05   9.69975721e-04   8.04646334e-05   2.19403184e-03
    6.52550953e-03   2.57238553e-05]
 [  2.73707294e-04   3.00522925e-06   2.96251592e-03   4.05023253e-04
    7.10008800e-01   2.62964447e-03   3.33595462e-03   1.04646422e-02
    4.44563897e-03   2.65470982e-01]
 [  2.60806875e-04   6.97528478e-04   7.93303916e-05   6.58850092e-03
    6.77403077e-05   1.08480931e-03   2.08603296e-06   9.22440171e-01
    8.52500321e-04   6.79265633e-02]
 [  6.12237102e-07   4.55915279e-06   1.82271606e-06   1.74929082e-05
    9.28240538e-01   8.63422392e-05   6.56920383e-05   2.58631917e-04
    1.30745684e-04   7.11936131e-02]
 [  1.93856657e-02   2.54213111e-03   2.40496024e-01   6.94563985e-01
    4.69350198e-06   1.16323959e-02   2.35100649e-02   6.55737123e-04
    7.18685798e-03   2.24933883e-05]
 [  3.54733929e-04   9.40526036e-07   3.44693512e-06   4.11991525e-04
    1.18828966e-05   2.34323976e-04   2.22349534e-08   9.88252342e-01
    4.38928000e-05   1.06863650e-02]
 [  6.52114904e-05   5.18893867e-05   9.79700685e-01   8.16536660e-04
    1.05490990e-03   7.62352511e-06   1.68706253e-02   1.29069676e-05
    1.37774483e-03   4.16909897e-05]
 [  1.31282010e-04   4.24179219e-04   5.33830200e-04   3.03161633e-03
    3.49169612e-01   1.21676922e-02   1.45168300e-03   5.12273167e-04
    2.01231629e-01   4.31346267e-01]
 [  1.58779869e-06   9.36158671e-08   5.58341526e-06   1.60086434e-04
    6.70460146e-03   2.92125733e-05   1.94262157e-06   7.71762729e-01
    9.78443539e-04   2.20355660e-01]
 [  9.98129904e-01   1.06479998e-08   1.60024181e-04   5.14584593e-04
    5.57461100e-08   1.02752377e-03   8.62646357e-06   2.40237569e-06
    1.52212131e-04   4.78207539e-06]
 [  9.33200819e-04   4.68612279e-06   9.78065934e-03   4.26462106e-02
    7.24300861e-01   1.34632606e-02   6.06153568e-04   1.13519095e-03
    1.31330907e-01   7.57988691e-02]
 [  5.68298390e-04   9.10846610e-03   5.64255426e-03   8.54381919e-01
    5.79441585e-05   1.10362217e-01   1.57959381e-04   3.97821132e-05
    1.95196122e-02   1.61203789e-04]
 [  3.51225708e-06   2.07520032e-04   3.34663637e-04   4.58543422e-03
    3.18442071e-05   2.18463407e-04   2.13149775e-07   9.81345057e-01
    5.28044300e-04   1.27452044e-02]]
INFO:tensorflow:probabilities = [[  4.59768921e-01   3.52692223e-05   3.52185547e-01   1.52756274e-02
    8.76113700e-06   4.22082283e-03   1.96639201e-04   1.43416241e-01
    2.09567100e-02   3.93545348e-03]
 [  2.39823741e-04   9.56713676e-01   1.15878436e-04   6.23868965e-03
    1.09170134e-04   2.74268561e-03   4.35861060e-04   5.09618898e-04
    2.54413784e-02   7.45321717e-03]
 [  3.46721092e-04   3.47543578e-03   1.60943775e-03   8.01825430e-04
    8.10459435e-01   1.59837876e-03   1.61851689e-01   3.81274993e-04
    5.10878395e-03   1.43670375e-02]
 [  3.18886341e-05   1.55130110e-05   1.00654585e-03   5.58800297e-04
    3.45565677e-05   2.34754392e-04   4.71533858e-05   1.96705485e-04
    9.92400646e-01   5.47342654e-03]
 [  6.51716196e-04   1.62651688e-07   2.82220685e-06   1.60922951e-04
    3.75348791e-05   9.98607576e-01   8.89216390e-05   2.62408162e-06
    4.40187956e-04   7.51270454e-06]
 [  6.26965721e-06   1.86416003e-07   2.03917168e-07   2.14339361e-05
    5.70958991e-06   9.98895228e-01   1.11091058e-05   3.05933945e-08
    1.05455960e-03   5.31041860e-06]
 [  2.83029833e-04   1.34450966e-03   3.52072064e-04   1.62206031e-03
    5.79908013e-01   6.88577956e-03   6.13070035e-04   7.36241974e-03
    2.51427968e-03   3.99114758e-01]
 [  2.65134418e-07   7.95499631e-08   9.99909759e-01   2.65755011e-06
    9.65534809e-07   2.71267027e-08   8.54990722e-05   1.82965877e-07
    5.32221634e-07   8.47593427e-08]
 [  1.40449288e-03   2.79037722e-05   3.12818447e-03   3.92464950e-04
    1.10862292e-01   8.35765153e-04   9.55682830e-04   3.29636559e-02
    5.19204624e-02   7.97509074e-01]
 [  1.20822375e-03   1.71482665e-04   1.36524613e-03   9.53593314e-01
    2.14417232e-05   2.01465786e-02   1.49109401e-02   1.15958952e-04
    8.03816691e-03   4.28701780e-04]
 [  5.73548205e-05   9.57316458e-01   1.10397232e-03   6.02024514e-03
    1.82745440e-04   3.29204812e-03   6.86187472e-04   2.25029327e-03
    2.70830523e-02   2.00764509e-03]
 [  2.79356120e-03   2.31546219e-02   8.13011900e-02   1.83345228e-02
    7.90110510e-03   2.02151090e-02   2.59193033e-02   2.59631816e-02
    7.59541154e-01   3.48761976e-02]
 [  1.42829970e-01   2.07517187e-05   1.75961771e-03   1.75206573e-03
    1.18684524e-03   4.68713380e-02   7.98768282e-01   3.17881233e-04
    6.44168630e-03   5.16397740e-05]
 [  2.29692364e-06   8.37682364e-07   3.69289082e-05   9.98008192e-01
    1.00810757e-06   1.24150829e-04   1.42392068e-07   6.50953370e-05
    1.72092463e-03   4.04740786e-05]
 [  7.92290011e-05   7.47870799e-05   1.41247161e-04   1.00469021e-02
    2.14464124e-03   3.07698821e-04   1.21949080e-04   8.88838887e-01
    4.27410053e-03   9.39704925e-02]
 [  9.92215455e-01   9.82285201e-07   1.56613154e-04   3.59919597e-03
    2.34052635e-07   7.71247607e-04   1.52581397e-05   6.97209791e-04
    2.42007338e-03   1.23868289e-04]
 [  1.48049672e-04   6.81660686e-06   9.97630954e-01   9.00405925e-04
    7.19547505e-04   2.60369434e-05   1.30790519e-04   3.82705111e-05
    1.33313530e-04   2.65817536e-04]
 [  4.47253951e-05   3.45689983e-08   2.63899324e-06   4.33689827e-04
    3.00143392e-06   9.98996079e-01   5.79912885e-05   5.17296996e-07
    4.61135875e-04   2.79365111e-07]
 [  1.48836325e-03   9.62414622e-01   3.29257199e-03   1.14264863e-03
    1.36247743e-03   2.15755939e-03   3.41784628e-03   1.05193164e-03
    2.28951368e-02   7.76559522e-04]
 [  1.15066432e-04   9.76960540e-01   2.57964176e-03   6.18755165e-03
    2.48212338e-04   1.04304659e-03   1.29776308e-03   1.41983444e-03
    8.86150356e-03   1.28695054e-03]
 [  2.46152369e-04   2.33290680e-02   2.30652150e-02   3.12293470e-01
    2.09069054e-04   3.89306657e-02   1.04057649e-03   1.40361593e-03
    5.96787989e-01   2.69432412e-03]
 [  1.24642893e-03   1.99889678e-06   1.91073268e-04   1.01841427e-03
    7.59713829e-01   4.88461554e-03   2.97145947e-04   3.68505493e-02
    1.07995886e-03   1.94716021e-01]
 [  2.82812747e-04   2.94523459e-04   2.26365030e-03   3.33143491e-03
    2.32253760e-01   7.95543252e-04   1.23279204e-03   1.95670463e-02
    1.36478674e-02   7.26330578e-01]
 [  4.20439574e-06   2.59067207e-07   2.47188818e-05   1.30277185e-04
    3.28289985e-07   1.11441386e-05   7.15761272e-09   9.99122441e-01
    1.61382777e-05   6.90628192e-04]
 [  3.50219460e-04   5.90095995e-04   9.16518184e-06   1.86481955e-03
    1.28690706e-04   1.96783897e-02   3.26508325e-06   5.29331625e-01
    1.00373141e-02   4.38006401e-01]
 [  3.90659698e-05   2.86525556e-05   3.45925923e-06   2.98408500e-04
    6.58564344e-02   5.10820188e-04   1.87503319e-05   2.76022125e-03
    1.57045592e-02   9.14779663e-01]
 [  8.91231641e-04   1.15462365e-02   2.75371107e-03   7.56500810e-02
    2.97653046e-03   1.65000871e-01   1.95951969e-03   5.74517669e-03
    6.63077891e-01   7.03987330e-02]
 [  1.35674549e-04   4.99640300e-05   4.43243567e-04   1.13248178e-04
    5.50151570e-04   1.02197204e-03   1.46431092e-04   2.33720784e-04
    9.91639972e-01   5.66556118e-03]
 [  8.81283195e-04   1.19161325e-06   9.80883942e-06   5.72305871e-05
    4.74288361e-03   1.42137846e-03   1.13439921e-06   8.04901540e-01
    1.54627531e-04   1.87828854e-01]
 [  3.00846641e-05   9.49885845e-01   4.87828394e-03   1.74093954e-02
    3.01391665e-05   2.48519983e-03   9.04142682e-04   3.21061125e-05
    2.41790079e-02   1.65783917e-04]
 [  9.82960582e-01   1.74537234e-07   7.23354678e-05   6.37874764e-04
    2.49019791e-07   1.57093499e-02   9.89137698e-05   4.65360936e-04
    2.03019918e-05   3.50645132e-05]
 [  8.02618801e-04   1.56969509e-05   1.51448604e-03   4.22254516e-06
    1.24749716e-03   1.05228776e-03   9.83544886e-01   1.60311015e-06
    1.17558399e-02   6.08848131e-05]
 [  6.21809613e-06   1.32752005e-02   9.67175841e-01   9.80407465e-03
    4.59103147e-04   1.31559966e-04   8.38335045e-03   8.42177396e-05
    6.37470046e-04   4.30402215e-05]
 [  7.46645019e-05   1.75493828e-03   7.76673143e-04   9.54785168e-01
    2.53782309e-05   2.32400000e-02   1.17798436e-05   1.29511391e-04
    1.75367333e-02   1.66526600e-03]
 [  1.89070139e-04   3.34296748e-02   4.10218304e-03   9.68429167e-03
    3.72564346e-01   1.51846232e-02   4.20142058e-03   1.45791639e-02
    3.28414850e-02   5.13223767e-01]
 [  7.77372334e-04   5.71791781e-03   5.32477256e-03   6.65987702e-03
    8.74596179e-01   7.43590714e-03   8.29151366e-03   7.92085007e-03
    2.40863748e-02   5.91891967e-02]
 [  6.94487593e-04   9.95723065e-04   5.22685950e-05   1.52672303e-03
    4.61682881e-04   9.92720366e-01   4.04446793e-04   4.23647289e-04
    2.63840728e-03   8.22356087e-05]
 [  7.28173400e-05   1.60512724e-03   9.73510742e-03   2.34535313e-04
    6.63435236e-02   5.02512977e-03   9.10054624e-01   1.88651320e-04
    4.99365944e-03   1.74670818e-03]
 [  4.29713196e-04   5.25027026e-05   2.97429160e-05   4.07588203e-03
    1.04931884e-01   5.58717758e-04   4.35428738e-05   3.26008946e-02
    2.95422785e-03   8.54322851e-01]
 [  6.17151265e-04   4.19030548e-05   1.57226045e-02   5.15139475e-02
    2.10864027e-03   5.66346571e-04   2.56116255e-05   8.31376433e-01
    4.23247431e-04   9.76040885e-02]
 [  1.02630540e-04   1.35279691e-03   1.03320919e-04   4.69339220e-03
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    2.18755170e-03   7.13776378e-03]
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    2.30931398e-02   3.59622613e-02]
 [  3.12301237e-03   1.36421615e-04   3.19574494e-03   2.39457993e-04
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    7.27184163e-03   1.28903484e-03]
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    8.64618003e-01   2.29631513e-02]
 [  5.78593381e-06   4.15888615e-04   9.92362499e-01   5.79601899e-03
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    1.78157381e-04   1.76461356e-06]
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    3.06076487e-03   7.94332183e-04]
 [  2.49317801e-03   6.21717609e-02   1.13500282e-01   7.60107767e-03
    1.94661841e-01   1.56687759e-02   1.16558177e-02   7.47477189e-02
    7.97999948e-02   4.37699527e-01]
 [  5.57953201e-04   7.15604183e-05   4.30622883e-03   9.42487597e-01
    8.68333814e-07   5.03271073e-02   1.45914208e-04   4.47476195e-04
    1.20053173e-03   4.54676803e-04]
 [  4.24345963e-05   9.89308059e-01   1.36754755e-03   4.08260850e-03
    2.74282269e-04   1.34080765e-04   5.20438014e-04   2.12160265e-03
    1.41898112e-03   7.29798339e-04]
 [  9.99329448e-01   9.81966863e-09   6.29417336e-05   2.34768959e-05
    2.89272499e-08   4.89755010e-04   4.79478877e-05   5.33905268e-06
    3.04999794e-05   1.07717387e-05]]
INFO:tensorflow:global_step/sec: 162.164
INFO:tensorflow:loss = 0.303448, step = 6501
INFO:tensorflow:probabilities = [[  8.49112286e-04   9.23095495e-02   7.16834590e-02   1.00388885e-01
    4.75086384e-02   7.91783109e-02   7.83297047e-02   2.16011936e-03
    5.23127496e-01   4.46475111e-03]
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    1.00182591e-03   9.20293450e-01]
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    9.10863042e-01   1.34129794e-02]
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    3.08718038e-04   2.36253440e-03]
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    1.22265468e-04   7.84098972e-07]
 [  1.29503990e-03   2.15941481e-03   9.44280415e-04   3.26114614e-03
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    8.42201244e-03   7.59049594e-01]
 [  1.70735933e-04   5.83374713e-05   4.03949134e-02   1.53030874e-03
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    2.23359256e-03   2.46324446e-02]
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    9.33808386e-01   1.92009925e-03   8.29408504e-03   1.04051572e-03
    1.05967550e-02   3.53289843e-02]
 [  9.25054014e-01   4.97329938e-06   4.20207670e-03   5.70328394e-03
    2.82310939e-05   4.99967858e-02   1.47216709e-03   5.88767405e-04
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    9.85047579e-01   2.59694410e-03]
 [  1.44708865e-05   3.12065396e-07   3.08862980e-07   6.22073003e-06
    9.94538844e-01   2.54392787e-03   1.70086150e-05   1.11384597e-03
    5.09165875e-05   1.71422923e-03]]
INFO:tensorflow:probabilities = [[  6.43109441e-01   5.55503684e-05   2.64295433e-02   3.51697206e-03
    1.30229937e-02   2.55956221e-03   2.46148095e-01   1.20135248e-02
    3.33992997e-03   4.98044379e-02]
 [  3.77187526e-08   3.36601111e-08   5.56199382e-07   3.75772761e-05
    9.69803452e-01   1.17443829e-04   1.28987740e-05   2.10098643e-03
    2.70347864e-05   2.78999340e-02]
 [  9.83350575e-01   9.04671893e-09   8.67999531e-03   6.22129347e-03
    2.26960537e-07   1.29349437e-03   4.11056499e-06   3.87513683e-05
    1.59084680e-04   2.52432976e-04]
 [  6.30742967e-01   5.28086057e-05   6.75928255e-04   2.11458646e-05
    3.34039703e-02   1.15918582e-02   1.82026962e-03   8.38480238e-03
    2.56505877e-01   5.68003468e-02]
 [  8.45841714e-05   9.86984253e-01   7.15773972e-03   1.53354125e-03
    4.07430867e-04   2.27331635e-04   1.45471154e-03   1.28428661e-03
    7.19866308e-04   1.46407678e-04]
 [  6.50747912e-03   4.79900045e-03   1.82055056e-01   2.72210990e-03
    2.29600305e-03   2.93083815e-03   3.11637688e-02   1.90709461e-03
    7.50095725e-01   1.55228423e-02]
 [  2.63696536e-04   9.72019076e-01   1.58593412e-02   3.95588810e-03
    6.82811835e-04   4.07252577e-04   4.50639636e-04   1.05219660e-03
    5.17439283e-03   1.34679794e-04]
 [  4.75452654e-03   1.08761224e-05   9.00438696e-04   1.56034587e-03
    2.10084883e-03   6.71806280e-03   5.76903403e-04   1.31397927e-03
    9.57234502e-01   2.48294696e-02]
 [  9.40793216e-01   1.75370644e-06   4.81320545e-03   2.54984573e-02
    1.68584450e-06   1.28096994e-02   4.35356342e-05   2.08386569e-03
    1.30276810e-02   9.26854322e-04]
 [  5.51299163e-05   2.25112217e-05   9.67384040e-01   1.33120576e-02
    4.32086589e-09   7.91599334e-04   3.25493165e-04   3.87014609e-07
    1.81088094e-02   1.66428478e-07]
 [  1.13846960e-04   4.74783499e-03   6.94559014e-04   2.29113456e-03
    6.83145344e-01   3.79984407e-03   1.76177069e-03   3.40740234e-02
    6.16514161e-02   2.07720280e-01]
 [  3.58105375e-04   1.81726683e-02   2.49317178e-04   5.82672423e-03
    2.59139463e-02   3.32248323e-02   1.53234359e-04   2.63951607e-02
    1.22782169e-02   8.77427816e-01]
 [  1.10730447e-03   6.47227094e-03   1.28277461e-03   1.76418526e-03
    7.81828314e-02   4.43883799e-03   1.14846334e-03   1.60877071e-02
    4.75647636e-02   8.41950834e-01]
 [  3.71062197e-03   3.48033718e-05   4.97252855e-04   2.40467791e-03
    7.94402440e-05   6.73233032e-01   2.28650330e-04   1.23779973e-04
    3.19504738e-01   1.83051161e-04]
 [  8.20172608e-01   8.67676590e-06   7.22495988e-02   9.02853426e-05
    6.28804555e-04   4.21485445e-03   2.84666494e-02   2.25759533e-04
    7.28725344e-02   1.07024389e-03]
 [  3.48064263e-04   9.82799768e-01   5.84570784e-03   2.99373572e-03
    5.61805617e-04   2.45477073e-04   2.23847717e-04   2.32352852e-03
    3.36377369e-03   1.29428902e-03]
 [  1.27876841e-03   9.86127247e-07   7.98987108e-04   1.79546798e-04
    8.06477249e-01   1.47210388e-03   5.66568598e-03   2.73581874e-03
    1.14139565e-03   1.80249363e-01]
 [  4.11546425e-05   6.96420670e-03   1.06432118e-01   3.44330998e-04
    1.99504659e-01   9.12033543e-02   5.92156887e-01   8.72901728e-06
    3.33242817e-03   1.21265093e-05]
 [  9.98829544e-01   7.23956077e-08   3.72203591e-04   1.09262794e-04
    1.53902090e-06   4.29561274e-04   1.14561248e-04   3.59018377e-05
    4.67940154e-05   6.03160188e-05]
 [  1.63262230e-04   8.55922117e-05   3.39956842e-02   8.51846475e-04
    2.57448405e-01   1.59416712e-04   6.90739691e-01   6.02740212e-04
    1.37933446e-02   2.16000620e-03]
 [  2.63750062e-05   3.73201283e-06   8.47023257e-05   1.17480289e-04
    9.15778100e-01   1.38460702e-04   1.24461862e-04   5.57019264e-02
    2.78546126e-03   2.52392497e-02]
 [  1.90328879e-04   9.48651135e-01   3.43819545e-03   4.09191241e-03
    3.41982208e-03   8.61131679e-03   2.38753576e-03   3.15901125e-03
    2.15521418e-02   4.49880352e-03]
 [  6.94182003e-04   1.04891362e-04   2.39304192e-02   5.76876919e-04
    3.19154948e-01   3.19197658e-04   6.45249546e-01   5.21312561e-03
    3.83957406e-03   9.17197671e-04]
 [  7.41645199e-05   1.19782671e-04   4.04506573e-04   7.16148084e-03
    2.04669588e-04   3.23778503e-02   7.36842107e-04   6.08406008e-05
    9.58092332e-01   7.67542457e-04]
 [  3.86877109e-05   2.86425717e-07   6.74929656e-03   8.43800365e-07
    1.08504586e-03   2.43045943e-04   9.91860092e-01   2.37573971e-07
    3.91381991e-06   1.85584395e-05]
 [  1.34047295e-05   9.94319022e-01   1.10670808e-03   1.63307646e-03
    1.31795778e-05   5.69007898e-05   1.52545923e-04   1.89353188e-04
    2.37853802e-03   1.37254217e-04]
 [  2.09033256e-03   1.37059449e-03   8.87676957e-04   4.14036680e-04
    1.22250155e-01   2.23147590e-03   3.73899762e-04   1.97173990e-02
    1.10583887e-01   7.40080535e-01]
 [  3.77014483e-04   2.64058579e-02   1.00476928e-02   5.20779658e-03
    6.06868565e-01   6.00769185e-03   1.51419183e-02   2.04588529e-02
    4.74443100e-02   2.62040287e-01]
 [  5.05290751e-04   9.87982333e-01   2.59820232e-03   7.12099951e-04
    1.54458670e-04   2.78988446e-04   1.96664175e-03   2.93048448e-04
    5.41068194e-03   9.84313447e-05]
 [  7.49005878e-04   9.51558948e-01   8.96724965e-03   7.72724114e-03
    1.47350738e-03   1.76861184e-03   1.68698013e-03   9.67152324e-03
    1.32327816e-02   3.16398963e-03]
 [  2.28722990e-02   8.04927041e-08   2.06686812e-03   9.39809918e-01
    2.54969164e-05   5.51070692e-03   8.74912439e-06   7.80182454e-05
    2.47295294e-02   4.89839911e-03]
 [  9.70212221e-01   8.18048633e-08   5.48351782e-05   1.70951395e-03
    9.53702170e-07   2.21275762e-02   7.48811435e-05   1.95055356e-04
    4.88718087e-03   7.37731112e-04]
 [  5.21391223e-04   1.91209555e-01   1.82458351e-03   3.44797075e-02
    3.40253338e-02   2.42748000e-02   4.20045719e-04   2.86922827e-02
    1.55857474e-01   5.28694868e-01]
 [  5.79836080e-04   2.19788646e-07   4.99355629e-05   3.03959906e-01
    2.07313153e-08   6.94134176e-01   3.72410483e-07   2.16731205e-05
    1.25005748e-03   3.74046272e-06]
 [  1.90308206e-02   4.09873473e-06   5.12074439e-05   8.38129148e-02
    1.24627855e-04   8.28060925e-01   2.04165140e-03   6.08311445e-02
    2.06022384e-03   3.98248155e-03]
 [  5.91973029e-03   3.09129646e-05   1.70248817e-03   5.91850781e-04
    7.47084171e-02   1.82502822e-03   6.46036630e-03   4.97490130e-02
    8.19052383e-03   8.50821674e-01]
 [  1.40232034e-03   3.04066256e-04   1.65155489e-05   3.32369492e-03
    7.13410845e-04   2.48539238e-03   8.89860894e-06   8.97123098e-01
    5.98809100e-04   9.40238386e-02]
 [  2.74271180e-04   9.72905040e-01   7.53413606e-03   2.57759844e-03
    2.91027187e-04   2.75010592e-04   1.06399541e-03   3.25773424e-03
    1.13175390e-02   5.03701624e-04]
 [  3.18515049e-05   5.07431469e-06   4.81118332e-06   8.89933261e-04
    5.13979059e-04   4.67698119e-04   2.62734794e-08   7.98604608e-01
    1.56461203e-04   1.99325636e-01]
 [  8.94969795e-03   1.05683821e-05   8.15282765e-05   8.20768997e-04
    3.85072082e-04   1.08539462e-01   6.84758343e-05   7.16490496e-04
    8.61767530e-01   1.86603963e-02]
 [  1.88645856e-06   7.74105160e-07   9.99882579e-01   1.03591759e-04
    7.60805747e-08   1.19347817e-06   6.63903711e-06   1.21990498e-08
    2.93154267e-06   2.00444248e-07]
 [  1.26494479e-03   1.38283533e-04   1.10710575e-03   4.33798134e-02
    1.32020796e-04   1.03238050e-03   8.12962116e-06   9.49585378e-01
    6.71466987e-04   2.68043950e-03]
 [  9.92172837e-01   1.19270226e-05   5.22502058e-04   7.17684336e-04
    2.10667968e-05   1.90464722e-03   1.91866595e-03   8.54918908e-05
    1.29181345e-03   1.35329750e-03]
 [  2.11556529e-04   4.18158947e-03   4.31169523e-03   1.59548852e-03
    1.35801325e-03   2.08911044e-03   9.78708684e-01   5.60648914e-06
    7.51056988e-03   2.77017916e-05]
 [  6.83051185e-04   3.05518135e-03   1.09751765e-02   1.03499653e-04
    1.08321793e-02   2.82959710e-03   9.69052196e-01   2.20896836e-05
    2.34651682e-03   1.00500685e-04]
 [  7.20849307e-03   1.45653402e-03   5.69020025e-03   9.38616041e-03
    3.41916829e-02   4.38723832e-01   4.67747182e-01   4.61944495e-04
    2.46346071e-02   1.04994327e-02]
 [  7.54886866e-03   2.49390770e-03   3.58995842e-03   1.09708239e-03
    7.32383966e-01   8.31430182e-02   6.55113310e-02   2.86895107e-03
    6.68317601e-02   3.45311575e-02]
 [  6.02531909e-05   3.90968286e-03   9.68046308e-01   1.46010825e-02
    5.45843250e-06   6.75817078e-04   8.90572701e-05   2.49909423e-03
    9.96000227e-03   1.53383124e-04]
 [  7.62558630e-05   1.90271228e-03   3.28386924e-03   9.83055830e-01
    1.33693004e-06   1.06824329e-02   4.23756182e-06   1.18058291e-04
    8.53786187e-04   2.15824330e-05]
 [  2.17986596e-03   3.21163726e-03   1.06208965e-01   6.02959795e-03
    7.59111464e-01   1.04771703e-02   6.24675676e-02   8.94457381e-03
    3.19634490e-02   9.40566696e-03]
 [  4.86915051e-05   3.30994044e-05   2.96435701e-06   3.94285948e-04
    5.27772158e-02   4.83395485e-03   5.99993655e-06   9.24500525e-01
    1.18848540e-04   1.72843989e-02]
 [  9.82040353e-03   6.26562571e-04   1.56039566e-01   5.35270572e-01
    1.96509340e-04   2.34502312e-02   2.87870481e-03   1.26475305e-03
    2.69260198e-01   1.19246647e-03]
 [  6.90860790e-04   6.34129741e-04   9.73935544e-01   2.87445774e-03
    2.94918641e-06   1.12867456e-04   2.00149370e-03   4.02377191e-05
    1.96917523e-02   1.57603699e-05]
 [  1.57637085e-04   2.71048746e-04   5.35077512e-01   3.53822671e-02
    2.94615597e-01   1.31670351e-03   1.09730892e-01   2.89490010e-04
    2.16850266e-02   1.47379015e-03]
 [  3.37331323e-04   8.97364020e-01   5.85911702e-03   3.17531312e-03
    2.18286854e-03   3.31468023e-02   2.92266496e-02   2.19877562e-04
    2.79925521e-02   4.95604007e-04]
 [  7.86276757e-07   1.48795341e-04   1.68152528e-05   6.79570599e-04
    9.60965554e-06   9.32999137e-06   5.03943944e-08   9.96659040e-01
    7.67625606e-05   2.39930721e-03]
 [  6.00089901e-04   8.70239079e-01   1.88923674e-03   5.69856539e-03
    1.83392898e-04   8.35264043e-04   3.23688868e-03   6.17341953e-04
    1.13957055e-01   2.74303323e-03]
 [  2.71660792e-06   9.91250634e-01   6.85035018e-04   2.05181143e-03
    8.09968042e-04   8.22505157e-04   1.92564726e-03   2.42840775e-04
    1.79377454e-03   4.15173912e-04]
 [  1.06840735e-05   7.37468014e-04   9.96993780e-01   8.96862766e-04
    3.58132439e-08   4.26781162e-06   1.07901826e-04   2.35577531e-07
    1.24876131e-03   8.44621706e-09]
 [  3.02390362e-08   1.90551327e-05   9.99722064e-01   2.30846883e-04
    8.28956548e-09   2.65886229e-07   7.64690185e-07   1.81175196e-07
    2.68719668e-05   1.84048208e-08]
 [  5.17195498e-04   9.70847428e-01   4.54621390e-03   5.23611298e-03
    5.20727481e-04   2.16191605e-04   6.72707567e-04   9.17965639e-03
    7.26217357e-03   1.00150064e-03]
 [  3.94129835e-04   3.67253438e-06   1.99283495e-05   3.15870886e-04
    2.62809498e-03   7.39259238e-04   2.33960345e-05   1.47631764e-02
    7.39438646e-03   9.73718107e-01]
 [  2.89630566e-06   4.85692091e-08   9.99962568e-01   2.75677235e-06
    4.71324171e-07   2.36140600e-08   2.95390782e-05   8.29834050e-07
    7.44052358e-08   7.59314275e-07]
 [  8.00493881e-02   2.15284628e-04   1.31055238e-02   9.02424634e-01
    6.06135063e-06   1.56192633e-03   1.32207424e-04   1.07528688e-03
    5.01485367e-04   9.28303052e-04]
 [  1.28419809e-02   5.95318805e-03   5.71877870e-04   1.41596928e-01
    3.86606262e-04   8.16045463e-01   1.44967256e-04   7.74846133e-03
    1.34196319e-02   1.29090599e-03]
 [  1.70876086e-02   1.43330336e-01   1.15660196e-02   5.51552832e-01
    1.54414578e-04   1.34196445e-01   3.28921422e-04   9.73598957e-02
    2.77054645e-02   1.67180430e-02]
 [  2.01836956e-05   6.05903406e-05   1.47309538e-03   9.96628940e-01
    1.09162984e-05   1.75725645e-03   2.37647491e-05   2.33204037e-06
    1.24564167e-05   1.03375305e-05]
 [  6.73781688e-06   3.25715337e-05   9.99724805e-01   1.91314699e-04
    3.99763422e-07   6.78187689e-07   1.59896608e-05   9.60441139e-06
    1.71978754e-05   6.87559464e-07]
 [  2.16552420e-04   1.05143664e-03   2.00478397e-02   2.56217696e-04
    5.17029082e-03   8.26686504e-04   9.70557272e-01   2.60831330e-05
    1.78791943e-03   5.98322804e-05]
 [  4.64738207e-03   8.63436386e-02   9.08053853e-03   9.84992683e-02
    5.08363359e-03   7.98983052e-02   5.83522767e-03   3.50320200e-03
    6.70695484e-01   3.64132933e-02]
 [  8.02569630e-05   3.07932524e-08   2.61069479e-04   1.33552624e-06
    4.35212496e-05   2.53219587e-05   9.99564111e-01   2.07262744e-07
    1.97169429e-05   4.39608084e-06]
 [  2.70737102e-03   2.57895415e-04   2.99972259e-02   7.50913441e-01
    1.03984557e-05   1.87892690e-01   9.49332170e-05   6.40693237e-04
    2.64445450e-02   1.04076869e-03]
 [  7.71441590e-03   4.59099283e-06   3.74416617e-04   8.55383623e-05
    8.47867072e-01   1.23070329e-02   9.49047282e-02   1.03160017e-03
    7.58758921e-04   3.49518359e-02]
 [  2.60206598e-05   1.11179826e-04   2.19666865e-03   1.37420400e-04
    5.45127550e-03   4.04862268e-03   9.87154186e-01   3.10290056e-06
    7.92799809e-04   7.88341640e-05]
 [  9.98868227e-01   8.72577635e-11   3.51943186e-07   2.01110561e-05
    2.88893937e-10   1.10498583e-03   1.11269145e-07   1.27182523e-06
    4.14214765e-06   7.29143153e-07]
 [  2.57884767e-05   3.62689789e-05   1.04863821e-02   1.24456268e-03
    3.78605979e-03   7.39510346e-04   9.57422137e-01   7.77672918e-04
    2.54456010e-02   3.59392616e-05]
 [  3.11102340e-04   1.62578417e-05   6.51714625e-04   9.79002774e-01
    2.72116125e-08   8.03884875e-04   2.44943852e-08   1.40113002e-02
    4.81080543e-03   3.92191752e-04]
 [  5.21301874e-04   4.73775697e-04   1.39741693e-03   4.63134238e-05
    8.48649263e-01   2.41045351e-03   9.76933166e-03   2.05547991e-03
    4.72515076e-02   8.74250159e-02]
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    3.69440786e-05   2.42275838e-02   9.71154153e-01   2.20421470e-07
    8.78666237e-04   3.39149392e-06]
 [  5.07262598e-07   1.27754413e-06   3.45018670e-05   9.95794535e-01
    5.11416183e-05   1.18569133e-03   3.30189749e-07   1.29100990e-05
    2.39492254e-03   5.24049916e-04]
 [  1.68297629e-04   9.77198243e-01   2.58356752e-03   3.41693591e-03
    3.14813806e-04   1.41427491e-03   6.87969441e-04   1.71323307e-03
    1.10953255e-02   1.40738068e-03]
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    4.49686855e-01   9.97775644e-02]
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    4.53174263e-02   7.23907215e-05]
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    3.03615667e-02   2.48696636e-02   3.01284977e-04   7.08715350e-04
    1.44919172e-01   7.96679318e-01]
 [  7.32402958e-04   4.31081979e-04   3.09340339e-02   1.08981639e-01
    2.13046419e-03   1.27542317e-02   1.61047792e-04   3.03523559e-02
    5.58674335e-01   2.54848421e-01]
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    1.20556087e-03   3.05406656e-03   4.68581893e-05   1.01056148e-03
    9.54915822e-01   3.88623886e-02]
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    3.99110286e-04   6.02147123e-03   4.86981645e-02   8.20400419e-06
    4.60435972e-02   2.90229600e-05]
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    1.85393702e-07   3.99187320e-06   3.80734360e-04   2.80770053e-07
    1.04315950e-04   2.30766997e-08]
 [  1.21712837e-04   9.89647210e-03   3.42372851e-03   1.11590952e-01
    1.55340284e-04   1.21796727e-02   1.59611620e-04   1.64177536e-03
    8.55434477e-01   5.39626880e-03]
 [  1.00405440e-02   3.72074433e-02   9.93120000e-02   1.52335577e-02
    6.79018694e-06   3.90551388e-02   4.50252584e-04   1.13183437e-02
    7.83507407e-01   3.86852282e-03]
 [  1.06966436e-04   1.68163187e-05   1.58071043e-06   8.00349342e-04
    1.22702550e-02   1.94390025e-03   3.25101928e-06   2.18645349e-01
    2.57799448e-03   7.63633549e-01]
 [  2.04624957e-03   7.90529593e-04   6.89111590e-01   9.84898806e-02
    7.28630257e-05   4.49272320e-02   1.56052166e-03   5.70085598e-03
    1.54604375e-01   2.69588432e-03]
 [  2.27842294e-03   2.84982467e-04   1.65164459e-03   9.86277401e-01
    3.42808312e-06   7.04049040e-03   5.51171761e-05   7.06986641e-04
    1.55389181e-03   1.47681101e-04]
 [  9.99029040e-01   3.01199898e-10   1.50696515e-05   3.07090750e-06
    2.00854514e-10   9.44335596e-04   8.21469996e-07   6.38617905e-07
    6.87622787e-06   9.00767745e-08]
 [  7.98876954e-06   1.04570347e-04   9.71028712e-05   9.78054047e-01
    1.86992878e-07   1.46268669e-03   6.57008854e-07   4.49311556e-05
    2.01005340e-02   1.27298321e-04]
 [  8.30262154e-03   2.78937718e-04   9.82043862e-01   5.41086355e-03
    5.97869666e-06   2.86058512e-05   1.20990240e-04   1.84468308e-03
    6.98061544e-04   1.26545236e-03]
 [  8.66141490e-05   1.28763277e-05   1.25994429e-03   6.36993349e-03
    4.88395430e-02   1.89012382e-03   8.04818847e-05   7.21852109e-03
    1.34399440e-03   9.32897925e-01]]
INFO:tensorflow:global_step/sec: 164.31
INFO:tensorflow:loss = 0.358607, step = 6601
INFO:tensorflow:probabilities = [[  5.66190691e-04   1.08984314e-05   5.73793432e-06   8.33125934e-02
    1.25512641e-04   9.00324583e-01   1.08736765e-06   9.17319022e-03
    1.01601903e-03   5.46399504e-03]
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    2.34563306e-01   1.89268449e-03]
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    9.86602437e-03   1.03181237e-02   1.82002950e-05   2.14018673e-02
    7.61678722e-03   9.47598696e-01]
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    1.50431675e-04   6.06865942e-01]
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    6.74031079e-01   9.83502343e-03]
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    1.26615458e-04   2.78136686e-05]
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    2.47765092e-05   6.18319772e-03]
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    2.53617577e-03   2.63298862e-03]
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    1.24419080e-06   2.39491055e-06]
 [  1.82986321e-06   5.75815839e-08   3.11110239e-06   4.71158492e-05
    9.98098314e-01   5.53614751e-04   2.79383094e-05   7.38302915e-05
    5.09703590e-04   6.84339553e-04]
 [  1.00142570e-05   1.52437138e-07   1.87691403e-05   9.99645829e-01
    4.37128644e-09   1.75032503e-04   1.76827708e-08   6.76863556e-06
    1.42564750e-04   8.78009416e-07]
 [  2.00330192e-06   9.09050684e-08   1.16583078e-06   1.17262097e-07
    9.95686710e-01   4.65092526e-05   7.76202796e-05   1.45951053e-03
    1.41648197e-04   2.58475682e-03]
 [  8.28318112e-03   3.49045306e-01   5.77666657e-03   2.60169134e-02
    4.83498181e-04   1.73288099e-02   1.27845386e-03   7.08587794e-03
    5.81231833e-01   3.46954190e-03]
 [  4.29186184e-05   1.00632258e-06   4.99946009e-06   2.90383352e-04
    3.60524282e-03   1.49342261e-04   1.27644142e-07   5.42152822e-01
    8.34037710e-05   4.53669786e-01]
 [  9.95051086e-01   8.06804692e-11   4.69447514e-06   8.42198133e-05
    8.69867556e-09   4.85167000e-03   2.14745654e-07   4.70143323e-06
    8.17496300e-07   2.45630304e-06]
 [  5.53427756e-01   1.89368916e-06   1.75027439e-04   1.10992824e-03
    4.31248639e-03   1.48312643e-01   4.17234289e-04   5.87035157e-02
    2.63184663e-02   2.07221046e-01]
 [  1.62786702e-04   7.22276978e-04   2.64309183e-05   3.50227626e-03
    7.81014621e-01   1.88313387e-02   1.15385244e-03   2.22298270e-03
    9.84588359e-03   1.82517514e-01]
 [  2.62558286e-04   9.84452784e-01   4.82281856e-03   1.75186631e-03
    2.76972394e-04   4.11894609e-04   3.20696970e-04   3.29434476e-03
    3.93891707e-03   4.67047619e-04]
 [  3.33433785e-03   9.03276145e-01   2.22047288e-02   1.54207330e-02
    1.56199629e-03   2.64702225e-03   1.36993534e-03   1.88508704e-02
    2.57098768e-02   5.62442327e-03]
 [  3.89732905e-02   8.50019569e-04   9.09842178e-02   3.65291751e-04
    1.49498097e-04   4.78282664e-03   8.62561107e-01   6.74249577e-07
    1.33174378e-03   1.21216169e-06]
 [  1.31731608e-03   3.20445687e-01   4.49680118e-03   5.14470786e-02
    1.96063076e-04   4.04813210e-04   1.53239665e-03   9.81853064e-03
    5.96628010e-01   1.37134390e-02]
 [  1.15524213e-04   2.12695710e-07   2.74921040e-05   5.29496538e-06
    9.89588976e-01   2.88092386e-04   5.12655097e-05   2.49475677e-04
    4.50865948e-04   9.22275148e-03]
 [  1.42703028e-02   2.65928777e-03   9.93351685e-04   3.82487167e-04
    9.37206350e-05   4.82050106e-02   1.59311714e-03   1.21506548e-03
    9.28805172e-01   1.78250915e-03]
 [  5.94351113e-05   3.93134030e-07   1.10033943e-06   2.80303881e-04
    2.00527779e-07   9.95397389e-01   3.57833665e-06   5.01742022e-07
    4.20792168e-03   4.92582149e-05]
 [  1.03009825e-05   5.48190599e-07   1.19922239e-04   9.90433455e-01
    5.01603211e-07   4.10694769e-03   2.05570192e-08   6.65175758e-05
    5.23856049e-03   2.32565471e-05]
 [  1.04517839e-03   7.60237455e-01   1.78326741e-01   2.78280489e-03
    1.96388064e-04   3.27122631e-04   1.03722289e-02   1.92038820e-03
    4.40540947e-02   7.37578899e-04]
 [  4.06447612e-03   1.35311962e-03   1.57428312e-03   1.52352022e-03
    1.88552088e-03   9.51398790e-01   2.52730818e-03   6.06420974e-04
    3.45392749e-02   5.27253142e-04]
 [  2.23834824e-04   5.48659500e-07   3.80956568e-02   2.64572212e-03
    1.91934130e-04   5.17896842e-05   1.48163360e-06   6.19918248e-03
    1.19621893e-02   9.40627694e-01]
 [  1.21168901e-04   2.19843676e-03   1.94529817e-02   2.37825501e-04
    1.22364576e-03   9.61272977e-04   9.73127604e-01   1.10087740e-05
    2.62135360e-03   4.46261220e-05]
 [  4.98557674e-05   5.97390695e-04   1.00675999e-04   4.05426435e-02
    5.70109432e-06   9.54499364e-01   1.33473412e-04   7.71234056e-07
    4.03094990e-03   3.90895730e-05]
 [  9.85310912e-01   5.06539493e-07   4.51852393e-04   7.45077804e-03
    2.25872009e-06   4.11663717e-03   1.34379647e-04   8.19522247e-04
    2.49432371e-04   1.46378460e-03]
 [  1.34785723e-05   3.32450213e-06   1.02199772e-06   2.71134661e-04
    3.40438751e-03   3.73290997e-04   1.10691940e-06   3.07117915e-03
    1.44575990e-03   9.91415322e-01]
 [  6.45268767e-04   5.08555630e-03   3.96280549e-02   2.75274506e-03
    1.39805395e-03   1.62641215e-03   9.47584689e-01   1.69993509e-05
    1.14738848e-03   1.14972427e-04]
 [  6.16551784e-04   9.68980021e-05   6.56050615e-05   8.43194306e-01
    1.65850397e-05   1.48989633e-01   4.43685931e-05   2.77027393e-05
    5.47234900e-03   1.47601753e-03]
 [  4.26723447e-04   1.24647724e-03   9.82572913e-01   9.45563428e-03
    1.64622744e-03   2.96178496e-05   1.39674603e-03   2.35449043e-04
    2.72686710e-03   2.63482536e-04]
 [  1.83062166e-05   4.65921858e-06   2.43316263e-05   3.03412980e-05
    9.48675394e-01   7.16608629e-05   2.55829218e-05   1.20702758e-03
    2.09785276e-03   4.78448123e-02]
 [  1.98593223e-03   1.16964251e-01   1.11304754e-02   2.36026966e-03
    7.70863437e-04   9.63959470e-03   8.45723748e-01   1.38135129e-05
    1.13678193e-02   4.31688968e-05]
 [  1.53802917e-03   1.45389782e-02   3.57592083e-03   8.99603870e-03
    1.07953966e-01   9.38156340e-03   1.27707038e-03   1.35685682e-01
    5.26941083e-02   6.64358616e-01]
 [  1.61263633e-05   3.69175366e-04   4.01879224e-04   4.85342389e-05
    1.85074878e-03   2.99875624e-04   9.95128036e-01   3.20667539e-07
    1.87305617e-03   1.21813528e-05]
 [  3.32870550e-04   9.33496714e-01   1.61116035e-03   6.15419773e-03
    2.16359505e-03   1.11591602e-02   3.11651244e-03   1.95733574e-03
    3.84068154e-02   1.60161394e-03]
 [  1.95529210e-04   2.32871607e-05   2.97454745e-03   1.09260473e-04
    5.86546201e-04   1.90181937e-03   1.23790524e-04   3.89429806e-05
    9.91803408e-01   2.24292302e-03]
 [  3.45002218e-06   6.04064354e-10   5.06429778e-08   7.49425317e-06
    1.49263215e-07   5.63675130e-05   3.48728713e-09   9.99592364e-01
    5.56577615e-05   2.84486450e-04]
 [  9.97138858e-01   2.35283326e-09   1.63671011e-05   9.35914359e-05
    1.66979817e-07   2.48154090e-03   3.42102903e-05   1.44805590e-05
    1.94104505e-04   2.67740725e-05]
 [  3.54758115e-03   1.89640668e-05   2.73120194e-03   1.15847150e-04
    1.41650601e-03   1.30886634e-04   9.91677046e-01   2.76422797e-05
    9.94798902e-05   2.34774576e-04]
 [  9.79441756e-05   7.54335048e-08   5.40108829e-07   2.03491960e-04
    8.80520820e-05   1.41474803e-03   2.45837857e-08   9.39648330e-01
    3.71232272e-05   5.85097410e-02]
 [  7.51396596e-01   6.71617681e-06   9.97550320e-03   1.04629944e-04
    1.82771254e-02   3.59816961e-02   6.23484440e-02   7.94349015e-02
    1.79340169e-02   2.45404504e-02]
 [  5.99219347e-05   1.27177418e-06   1.53349829e-03   4.18130512e-04
    1.89160898e-01   1.31214343e-04   2.24166506e-04   1.39925815e-02
    8.73875630e-04   7.93604374e-01]
 [  2.45696981e-04   1.24735109e-07   3.57388344e-05   4.48423947e-07
    9.92227733e-01   5.30484831e-04   2.91840028e-04   1.10418710e-03
    1.22904326e-04   5.44092664e-03]
 [  4.24339341e-05   1.93885671e-06   1.50301603e-05   2.01715768e-04
    8.42722875e-05   9.96586800e-01   1.26014857e-04   1.68990005e-06
    2.67739291e-03   2.62704358e-04]
 [  5.33946441e-05   2.33056016e-05   1.82931942e-07   8.67391191e-06
    2.29620218e-06   9.98982847e-01   3.53322343e-06   1.09588309e-05
    9.06735542e-04   7.95780034e-06]
 [  9.19316153e-05   1.55910966e-04   4.03306410e-02   4.28873254e-03
    3.42521821e-06   1.56694587e-04   8.00501596e-07   9.52842176e-01
    3.57198063e-04   1.77239254e-03]
 [  3.82378921e-02   5.87403656e-06   1.99281564e-03   6.51854964e-04
    1.88390035e-02   4.08161897e-03   9.32937081e-04   2.55791962e-01
    4.23932122e-03   6.75226748e-01]
 [  4.48424183e-03   1.15543400e-04   1.28739630e-03   2.08749808e-03
    2.67885495e-02   4.94108908e-03   4.63459728e-04   2.12151892e-02
    7.97910467e-02   8.58825922e-01]]
INFO:tensorflow:probabilities = [[  6.32329829e-05   1.48832030e-03   7.83118187e-04   3.70870985e-05
    2.12153606e-03   3.01866850e-04   9.92836535e-01   2.46404488e-06
    2.35785148e-03   7.87790759e-06]
 [  8.51598816e-06   5.65085700e-03   2.56367814e-04   2.07381025e-02
    9.08155620e-01   3.37922736e-03   9.48897563e-04   1.07465750e-02
    7.87191745e-03   4.22438122e-02]
 [  1.48652238e-04   9.87798512e-01   6.18145242e-03   6.60475402e-04
    4.91719184e-05   1.66798869e-04   1.34707673e-03   3.21353553e-04
    3.26064276e-03   6.59921061e-05]
 [  5.43878786e-03   6.46272792e-06   2.26451211e-05   2.57860102e-05
    8.29299155e-04   9.76104975e-01   3.31641320e-04   5.06795586e-05
    1.66739710e-02   5.15828142e-04]
 [  1.71042739e-05   2.19796505e-02   2.48706285e-02   9.40290272e-01
    1.26963014e-05   2.57583131e-04   2.21123155e-05   6.34713098e-03
    5.88043267e-03   3.22406297e-04]
 [  2.55765789e-03   3.11797407e-06   7.78078611e-05   7.55964429e-04
    4.98385122e-03   4.41142358e-03   1.45253998e-05   9.53515708e-01
    1.53192913e-03   3.21479961e-02]
 [  9.99355257e-01   4.94692065e-09   2.66056522e-05   3.95501993e-05
    7.04518133e-09   4.84965509e-04   2.28075569e-05   5.04162608e-06
    6.41301158e-05   1.73754233e-06]
 [  3.91568193e-07   2.37110527e-08   9.24510690e-09   9.03022581e-08
    9.99188721e-01   7.80117916e-05   1.80246898e-05   1.97111003e-05
    2.18340156e-05   6.73298375e-04]
 [  2.18424037e-01   1.51653546e-06   4.06366494e-03   2.06270558e-03
    4.31264797e-03   3.01386928e-03   6.32662280e-03   8.62232670e-02
    8.86978465e-04   6.74684703e-01]
 [  5.77471107e-02   2.87446717e-04   2.63065868e-03   3.81930498e-04
    2.34278064e-04   4.46958496e-04   4.16172668e-04   2.53631291e-03
    9.26644802e-01   8.67431425e-03]
 [  1.86474917e-05   9.94820058e-01   1.61684700e-03   1.71591458e-03
    3.12180578e-06   6.47957422e-05   2.30222664e-04   2.64460687e-05
    1.43265410e-03   7.14016642e-05]
 [  3.54322861e-03   5.12516081e-01   3.73299122e-02   2.05613211e-01
    2.28134030e-03   2.75456589e-02   1.43678375e-02   3.65604460e-03
    1.85725644e-01   7.42100738e-03]
 [  5.97989310e-05   9.32846524e-05   9.92052197e-01   4.38823568e-04
    3.24470387e-03   1.16958203e-04   2.55489792e-03   3.47815047e-04
    1.84125893e-04   9.07280075e-04]
 [  2.43106006e-05   4.08773404e-03   9.89124179e-01   5.45656821e-03
    6.27118197e-07   9.02447118e-06   1.34578091e-04   3.06846050e-06
    1.15984865e-03   6.55124452e-08]
 [  2.11674278e-03   5.66984745e-05   8.38006672e-05   6.29874039e-03
    2.97528721e-04   7.35812858e-02   2.86593480e-04   3.78192315e-04
    9.13279474e-01   3.62097635e-03]
 [  7.09700165e-04   4.36271621e-05   3.18716367e-04   9.91441905e-01
    5.92079274e-08   5.72914537e-03   7.15133638e-07   2.93623252e-05
    1.45835592e-03   2.68466247e-04]
 [  1.11898203e-06   1.57938266e-05   1.74554407e-06   8.12660495e-04
    4.68159653e-03   3.41413048e-04   1.08738197e-06   9.80113685e-01
    2.87502160e-04   1.37433605e-02]
 [  3.20532490e-05   2.84491410e-03   4.32757102e-03   5.56884380e-03
    2.07670033e-02   3.48968571e-03   1.60302097e-05   8.13855469e-01
    1.15533546e-02   1.37545109e-01]
 [  1.73112770e-04   6.31089051e-06   5.31600846e-04   6.74865325e-04
    4.36162390e-03   4.93474246e-04   4.52404638e-05   9.10255492e-01
    4.51078173e-04   8.30071718e-02]
 [  3.94285948e-04   7.02854188e-04   2.20938473e-05   5.49987424e-04
    4.02949657e-03   2.80838984e-04   2.82604947e-06   5.60592003e-02
    1.05980819e-03   9.36898649e-01]
 [  1.31487803e-04   1.89463294e-03   1.38963924e-05   1.37368520e-03
    6.38484070e-03   2.97919661e-03   2.02675092e-05   2.34053344e-01
    2.34504999e-03   7.50803649e-01]
 [  5.03148511e-03   1.39568059e-04   9.57124650e-01   5.93131408e-03
    2.52051734e-07   1.45444274e-03   6.10710820e-04   2.19226640e-05
    2.96833832e-02   2.26148859e-06]
 [  1.42989637e-04   1.93573139e-03   7.48802151e-04   9.18846461e-04
    7.67962635e-01   4.71893325e-03   2.45137210e-03   7.73363095e-03
    6.93848357e-03   2.06448585e-01]
 [  1.04541685e-02   7.57577121e-02   2.85835434e-02   1.09349927e-02
    2.84238420e-02   7.56512940e-01   2.14764979e-02   1.07925907e-02
    4.23298031e-02   1.47338621e-02]
 [  9.99910116e-01   3.41154253e-12   1.51068753e-06   8.11500104e-06
    2.87656964e-11   7.68059690e-05   4.45216486e-08   2.19988465e-06
    3.03379608e-07   9.22697950e-07]
 [  1.51440676e-03   2.25881158e-05   6.93108595e-05   4.38418792e-04
    1.53733427e-02   4.41302545e-03   3.09768569e-04   2.70400699e-02
    5.61411027e-03   9.45204973e-01]
 [  3.87390028e-05   9.77066975e-07   1.12670125e-04   6.10667776e-05
    9.10302103e-01   1.23607577e-04   3.62355990e-04   1.43879806e-05
    1.25930776e-04   8.88581723e-02]
 [  9.97572720e-01   1.62335057e-09   1.38238079e-06   3.35685763e-05
    1.08644613e-08   2.34608632e-03   1.79714687e-06   2.26014436e-05
    2.03976069e-05   1.40361590e-06]
 [  4.82488258e-06   3.97763884e-04   1.99866190e-04   3.71183734e-03
    9.18299317e-01   7.80401379e-03   1.12118898e-03   1.45592040e-03
    3.02664726e-03   6.39786273e-02]
 [  9.78768294e-05   9.78540719e-01   9.21888917e-04   1.54036586e-03
    4.54921719e-05   6.40042766e-04   3.07846279e-03   3.43292282e-04
    1.45373037e-02   2.54493527e-04]
 [  6.03032504e-06   6.13716633e-09   1.93698202e-06   6.10207735e-06
    1.35028176e-02   5.77039027e-05   8.02682152e-08   3.92224174e-03
    3.97478201e-04   9.82105613e-01]
 [  9.34994873e-03   1.37519101e-02   2.41585702e-01   8.35213885e-02
    8.52568046e-05   3.49757291e-04   1.15106297e-04   6.37363136e-01
    2.58624530e-03   1.12915635e-02]
 [  5.30774647e-04   8.47146511e-01   1.33719295e-01   5.58736874e-03
    8.47967691e-04   6.29162532e-04   4.83385520e-04   7.21601536e-03
    3.54200229e-03   2.97480059e-04]
 [  7.31551108e-06   7.90499871e-06   2.05886783e-03   5.32584207e-04
    5.82571886e-03   1.78589462e-03   8.80990527e-04   4.09793356e-05
    9.88606274e-01   2.53523787e-04]
 [  9.96692151e-08   1.34926347e-06   9.99936581e-01   3.38429491e-05
    5.79311859e-07   7.15884525e-08   1.13160513e-05   1.36943290e-05
    2.26972247e-06   1.19869128e-07]
 [  6.52756961e-03   1.07075334e-06   5.70308184e-03   1.76659760e-05
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    8.46159577e-01   1.00261800e-01]
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    5.77381998e-02   2.53955964e-02]
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    8.60231340e-01   7.23329780e-04   1.37228391e-03   3.54471011e-03
    5.74338017e-03   1.27877891e-01]
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    3.92949878e-04   7.45658035e-05   6.42474333e-07   5.89630127e-01
    1.06155268e-04   4.09453422e-01]
 [  8.80463776e-05   9.76406009e-05   1.96003075e-05   2.25246578e-04
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    1.44600403e-03   9.82271552e-01]
 [  3.51452181e-04   3.71027738e-02   5.83515083e-03   3.84848490e-02
    3.40239471e-03   3.69956088e-03   5.08782035e-03   1.63791061e-03
    8.98560464e-01   5.83764724e-03]
 [  9.04778671e-03   8.11460359e-06   3.75294359e-04   1.65178353e-05
    2.15070671e-03   3.62956017e-01   3.45263892e-04   2.54676095e-04
    6.24042273e-01   8.03372648e-04]
 [  1.00529243e-04   3.03780530e-06   7.56088848e-05   1.04763673e-03
    1.14045374e-03   2.50047073e-04   5.97608323e-06   3.34307970e-03
    2.96467566e-03   9.91068959e-01]
 [  3.56817472e-04   9.32855427e-01   6.65148022e-03   2.07221135e-03
    2.05549016e-03   3.83725646e-03   1.26540009e-02   2.12125317e-03
    3.43053192e-02   3.09075741e-03]
 [  3.40370279e-05   1.71212992e-06   9.96698678e-01   2.66579300e-04
    2.32198261e-07   5.98843235e-06   1.70707826e-05   1.67719802e-04
    2.78526102e-03   2.25968961e-05]]
INFO:tensorflow:global_step/sec: 159.106
INFO:tensorflow:loss = 0.394982, step = 6701
INFO:tensorflow:probabilities = [[  1.32267058e-04   3.59925267e-04   7.90404738e-05   3.89590696e-03
    3.10775032e-03   1.25402841e-03   1.26641316e-05   2.57219553e-01
    5.22876251e-03   7.28710115e-01]
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    9.41715855e-03   6.76976333e-06]
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    1.79945630e-07   4.63555079e-06]
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    5.92008308e-02   5.47843007e-03]
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    1.04867712e-01   5.30503981e-04]
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    4.73562286e-05   6.42180239e-05]
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    9.32684481e-01   2.45976844e-03]
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    5.08457655e-04   1.92264900e-01]
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    2.88363583e-02   9.00353678e-03]
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    1.10268644e-04   8.01399801e-06]
 [  9.74372625e-01   2.09463042e-08   2.72368517e-04   3.31966730e-04
    4.03307032e-09   2.50053741e-02   1.13214574e-05   1.65425362e-07
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    4.18664562e-03   2.31519924e-04   9.87088621e-01   2.65901162e-05
    1.85000396e-03   3.11638760e-05]
 [  1.39444937e-05   2.69105954e-07   1.10475572e-04   1.09185680e-06
    7.54162611e-04   9.84497965e-05   9.98873174e-01   5.19215853e-08
    1.46238453e-04   2.11540669e-06]
 [  4.57175020e-06   9.97876287e-01   2.60657485e-04   3.61319078e-04
    6.68084394e-05   6.99206357e-05   3.43793014e-04   9.84760845e-05
    8.19923764e-04   9.83159916e-05]
 [  7.37539594e-05   3.35185177e-06   1.30991782e-06   2.70613877e-04
    2.94822203e-05   1.04288767e-04   2.09059650e-07   9.98067319e-01
    5.21419242e-05   1.39754510e-03]
 [  6.15394820e-05   9.24258959e-04   2.59985146e-03   2.50190322e-04
    9.53094959e-01   2.05078395e-03   8.61916225e-03   9.45464999e-04
    4.17372817e-03   2.72800438e-02]
 [  8.10848942e-05   2.52729387e-06   7.56303689e-06   1.84498117e-06
    3.80117184e-04   2.25006530e-04   9.98825371e-01   4.56019400e-09
    4.76252753e-04   2.89314869e-07]
 [  4.01647703e-05   2.29306238e-06   2.23406212e-04   1.36466802e-03
    5.91330579e-04   5.66633389e-05   1.02128604e-06   9.85661447e-01
    7.78596514e-05   1.19811725e-02]]
INFO:tensorflow:probabilities = [[  2.02918518e-03   1.14015583e-02   9.45655629e-03   3.99435963e-03
    2.21543689e-03   9.57378268e-01   3.54291941e-03   5.37148560e-04
    8.81089456e-03   6.33548538e-04]
 [  2.34052422e-05   9.94001687e-01   4.07488522e-04   2.74315127e-03
    6.78201977e-05   3.55239063e-05   5.03179734e-04   2.41451766e-04
    1.78728939e-03   1.88971899e-04]
 [  2.51317717e-04   4.44485806e-02   1.01616038e-02   6.09729998e-02
    1.87478021e-01   1.32391956e-02   5.93624031e-03   7.39305606e-03
    5.29418647e-01   1.40700325e-01]
 [  9.99370277e-01   4.39356190e-11   3.13240671e-05   3.20757204e-06
    7.58291137e-08   1.82446922e-04   3.43481748e-04   4.79743649e-05
    8.42592726e-06   1.27826570e-05]
 [  3.19678729e-05   1.24296475e-05   2.51959282e-04   2.40917416e-06
    4.95649874e-04   2.12139639e-04   9.98590887e-01   2.91749160e-07
    3.92167654e-04   1.01698906e-05]
 [  1.41435274e-04   9.46455039e-05   8.67742288e-04   5.38431559e-05
    9.85165238e-01   2.63900287e-03   9.40064620e-03   2.28534715e-04
    4.32926463e-04   9.76061216e-04]
 [  1.09268112e-05   1.76166554e-06   1.50939822e-03   9.97659087e-01
    1.57069664e-08   3.05136055e-04   1.79561471e-06   1.30888532e-06
    5.08883968e-04   1.60763648e-06]
 [  3.40835861e-04   3.97382267e-02   9.28335078e-03   2.86536869e-02
    3.01320488e-05   1.66696601e-03   6.04599045e-05   4.22254484e-03
    9.13833737e-01   2.17008358e-03]
 [  2.04874395e-05   4.11531096e-03   2.47075111e-02   4.54780728e-01
    1.78632117e-03   1.02891158e-02   6.60593808e-03   2.72840698e-04
    4.96127486e-01   1.29434047e-03]
 [  3.39449779e-03   1.22867950e-05   1.01822359e-03   4.45255282e-05
    2.19049416e-02   2.29435954e-02   3.38231237e-03   3.81272240e-03
    9.02806699e-01   4.06801514e-02]
 [  9.99985933e-01   1.14823442e-10   1.03427583e-05   7.75718661e-07
    2.87035309e-11   1.94339304e-06   3.44169742e-08   4.37592348e-07
    1.65640984e-07   3.77431491e-07]
 [  1.72176267e-04   1.01059068e-05   9.01553358e-06   6.38084093e-05
    6.82472528e-05   9.71135020e-01   1.10159184e-04   7.95999858e-06
    2.82268915e-02   1.96618726e-04]
 [  2.79314700e-04   6.93559996e-04   6.12587843e-04   9.75794852e-01
    6.65568405e-06   2.18417645e-02   1.02451486e-04   3.09924944e-05
    6.06258109e-04   3.14772224e-05]
 [  6.26531619e-05   2.40136884e-04   1.91870779e-01   3.75351220e-01
    1.11087093e-06   2.57923035e-04   7.21082472e-07   4.29042220e-01
    2.24392070e-03   9.29261267e-04]
 [  4.51121673e-09   1.65059600e-06   9.99987364e-01   8.02934301e-06
    2.27772956e-09   1.56519437e-08   2.85538385e-06   1.61706115e-08
    8.12441669e-08   1.37236300e-09]
 [  7.03933722e-07   2.26444357e-07   3.53633979e-04   9.94944230e-07
    8.72976787e-04   1.80245513e-06   9.98744249e-01   9.67488859e-07
    2.33399333e-05   1.02177364e-06]
 [  9.56534222e-03   9.97460634e-03   4.33082402e-01   4.58725274e-01
    4.47358601e-02   2.04133033e-03   1.05377715e-02   3.74840247e-03
    6.14323886e-03   2.14457158e-02]
 [  2.19920985e-05   3.26267816e-03   9.78453100e-01   2.22032820e-03
    6.87798019e-03   1.97363808e-03   5.68694854e-03   1.18347152e-05
    1.43256271e-03   5.89386655e-05]
 [  1.63895784e-05   1.92814899e-04   9.99608601e-05   9.99665976e-01
    8.59592220e-09   9.80548884e-06   1.00476626e-07   1.25248926e-05
    1.87233843e-06   5.67283507e-07]
 [  1.85881346e-01   3.57928337e-03   5.03949404e-01   1.02389529e-02
    1.68482289e-02   8.41656476e-02   3.46154277e-03   5.28625846e-02
    6.06417954e-02   7.83712342e-02]
 [  9.99507666e-01   6.43169545e-11   2.48546553e-06   3.75815171e-06
    4.95211983e-10   4.74248809e-04   3.32020613e-06   3.71285955e-06
    4.47597995e-06   2.86654142e-07]
 [  9.23710316e-03   4.78052073e-07   8.73088744e-03   2.04419644e-04
    2.78850406e-04   5.63624594e-03   1.46835148e-01   1.06705193e-05
    8.28830600e-01   2.35523301e-04]
 [  1.04807232e-05   3.97692456e-05   3.55544103e-06   4.26295856e-06
    9.97845173e-01   5.08536585e-04   2.76056177e-04   9.77931995e-05
    2.58317537e-04   9.55988187e-04]
 [  7.26787766e-05   2.48182755e-06   1.96950259e-05   7.31621927e-04
    2.32398827e-02   9.61533369e-05   1.56752703e-05   3.05232592e-03
    4.24794183e-04   9.72344637e-01]
 [  1.84850034e-03   4.14520735e-03   1.00215906e-02   1.84898436e-01
    4.48656231e-02   9.36975405e-02   5.33022394e-04   3.09199542e-02
    1.44081518e-01   4.84988630e-01]
 [  6.99351355e-02   6.15299953e-08   7.76322617e-04   2.43300183e-05
    1.91120722e-04   1.80840190e-03   9.24457014e-01   1.91507606e-05
    2.75466591e-03   3.37658748e-05]
 [  1.59138363e-04   9.78171468e-01   4.64275060e-03   8.30423832e-03
    4.00664663e-04   2.62876478e-04   3.97900003e-04   3.38138081e-03
    3.78408749e-03   4.95432119e-04]
 [  7.07488016e-06   2.30977475e-05   8.74293619e-06   2.11847437e-04
    1.60603686e-05   2.11278864e-04   1.57419407e-07   9.79927301e-01
    3.40696867e-03   1.61874462e-02]
 [  1.20734567e-05   1.33418439e-06   5.48797427e-04   7.88625812e-07
    8.26071773e-05   2.20358397e-05   9.99272525e-01   8.82608973e-08
    5.83973197e-05   1.32675802e-06]
 [  9.85649604e-06   6.47043817e-06   1.92768653e-06   1.55904854e-04
    5.01831778e-07   9.40140017e-05   1.55873767e-08   9.77634907e-01
    4.54982219e-04   2.16413867e-02]
 [  4.44537764e-05   3.11297548e-08   3.05182994e-07   5.48806784e-05
    2.46522427e-06   1.44740479e-04   1.83932887e-08   9.97787356e-01
    4.62725075e-05   1.91943627e-03]
 [  6.85168852e-05   9.90442574e-01   4.19499527e-04   3.56267649e-03
    1.27739564e-04   4.68820654e-04   1.61661941e-04   9.89247346e-04
    1.97687931e-03   1.78251765e-03]
 [  1.90471183e-04   1.64320329e-04   3.55230607e-02   4.07476618e-04
    8.93164217e-01   1.54655904e-03   4.91558053e-02   7.13317655e-04
    8.54730699e-03   1.05876224e-02]
 [  4.44622929e-05   1.21336518e-04   3.08593881e-04   9.20053720e-01
    1.00649174e-06   1.43217249e-02   5.03688125e-06   6.98149552e-06
    6.50932565e-02   4.38721872e-05]
 [  1.77950680e-03   9.38437370e-06   7.75209046e-05   2.72168070e-01
    5.67741133e-03   1.06704734e-01   2.42871374e-05   5.07333037e-03
    8.92140120e-02   5.19271791e-01]
 [  3.04194400e-04   9.78252590e-01   5.19252243e-03   1.43359334e-03
    4.83094307e-04   7.36231974e-04   8.61533219e-04   9.59646655e-04
    1.14559792e-02   3.20687832e-04]
 [  1.03285853e-02   8.73682657e-05   4.35120979e-04   9.61554702e-03
    2.94474754e-02   1.78925455e-01   8.54838348e-04   3.67390551e-02
    6.13677241e-02   6.72198772e-01]
 [  8.55281905e-05   9.15572236e-05   1.07643471e-04   1.24430144e-05
    9.58831966e-01   2.96081853e-04   6.14985765e-04   1.74777699e-03
    1.61831756e-03   3.65937836e-02]
 [  3.21011430e-05   1.46205748e-05   1.17389800e-03   9.93457973e-01
    6.27998702e-07   4.08469496e-04   1.03598154e-06   1.01274627e-05
    4.89485869e-03   6.30265185e-06]
 [  6.72340684e-04   3.72600937e-07   2.61913724e-02   6.47507186e-05
    8.75251412e-01   4.64410463e-04   9.65279490e-02   6.33591990e-05
    2.23414827e-04   5.40708716e-04]
 [  6.80217326e-01   2.94017377e-06   1.03592230e-02   7.07826577e-03
    4.34848914e-07   2.79535055e-01   3.28678507e-05   2.06024526e-03
    1.61295347e-02   4.58430452e-03]
 [  8.36575869e-04   4.18920885e-04   2.07048201e-04   9.46174622e-01
    3.07473761e-04   2.34024674e-02   2.75820839e-05   8.64485104e-04
    1.46432389e-02   1.31175416e-02]
 [  3.45088154e-01   7.38567933e-02   4.45797015e-03   9.38679129e-02
    6.87112217e-04   9.68114883e-02   2.79438496e-03   4.69722301e-02
    2.06168443e-01   1.29295453e-01]
 [  1.54935449e-04   9.03765019e-03   1.02499791e-03   2.45064351e-04
    1.12319458e-03   2.32535545e-04   9.87103403e-01   8.27709584e-07
    1.06964412e-03   7.78118010e-06]
 [  8.11434875e-05   4.22835183e-06   9.11529351e-05   9.90306497e-01
    4.22460545e-07   6.93321787e-03   9.13459826e-06   1.54483234e-06
    2.51037697e-03   6.22880762e-05]
 [  4.30966138e-05   1.20449045e-06   8.68094503e-06   7.06648570e-05
    1.15771161e-03   6.52285962e-05   5.64626930e-07   7.37916958e-03
    4.45954269e-03   9.86814141e-01]
 [  1.84013588e-05   6.18779304e-05   4.36965580e-04   3.52762197e-03
    6.39356196e-01   3.95832787e-04   3.08573595e-04   6.50420832e-03
    1.56269921e-03   3.47827673e-01]
 [  8.46285198e-04   9.58752394e-01   1.57454815e-02   4.55540465e-03
    5.75405546e-04   3.54855089e-04   6.62282982e-04   1.01832557e-03
    1.71106737e-02   3.78704921e-04]
 [  1.47835126e-05   3.61734783e-05   2.50477111e-03   4.78902482e-04
    6.81033896e-07   1.43173827e-06   2.75840808e-08   9.95286524e-01
    6.15151715e-04   1.06156582e-03]
 [  9.99163270e-01   4.59300109e-09   1.76137037e-05   8.62288653e-06
    3.19683551e-07   5.55044622e-04   2.31921003e-04   7.00026646e-07
    2.21961600e-05   3.98242037e-07]
 [  9.04697285e-04   9.34973359e-01   1.70280458e-03   6.62741857e-03
    9.72479931e-04   7.58888898e-04   2.08389200e-03   4.57768794e-03
    3.96408215e-02   7.75784953e-03]
 [  4.64976029e-06   8.10530878e-07   1.18261160e-05   2.09576214e-07
    9.97754991e-01   1.11749105e-04   1.46113907e-03   5.83791298e-05
    3.48064234e-04   2.48061493e-04]
 [  3.86999418e-05   1.27724797e-05   1.28676220e-05   5.45289251e-04
    3.19088310e-01   1.32028334e-04   2.59539661e-06   3.29744481e-02
    2.36998749e-04   6.46956027e-01]
 [  3.13492001e-06   9.92520809e-01   6.28356298e-04   3.87401087e-03
    1.00120793e-04   4.72119253e-04   1.10469278e-04   8.47051910e-04
    1.10762299e-03   3.36508936e-04]
 [  9.99461353e-01   2.03900525e-12   2.49652603e-05   1.26497340e-04
    7.59922889e-11   3.82013095e-04   3.19171214e-08   2.53305006e-06
    1.18939931e-06   1.42153033e-06]
 [  4.84211184e-03   1.54827110e-04   2.93956546e-04   2.17212979e-02
    2.82456353e-03   9.36255455e-01   3.43623309e-04   4.61332640e-03
    7.13331485e-03   2.18175091e-02]
 [  2.19412497e-03   2.36220912e-05   8.86536360e-01   3.18518770e-03
    1.62687415e-04   1.86786372e-02   6.89856634e-02   3.31688207e-04
    1.95318740e-02   3.70193098e-04]
 [  1.59454327e-02   2.90030730e-04   1.18411772e-04   1.71748489e-01
    5.49033502e-05   7.92823613e-01   1.68197730e-04   3.53005074e-04
    1.70704331e-02   1.42738665e-03]
 [  1.23928083e-04   8.96761594e-06   1.17978198e-03   3.69310183e-05
    2.25569569e-02   1.53282817e-04   9.66225803e-01   1.91156487e-05
    2.94405082e-03   6.75115036e-03]
 [  6.05028728e-03   1.30133505e-03   6.23973273e-02   6.03123233e-02
    4.05780897e-02   2.95715537e-02   7.51027346e-01   9.18921083e-03
    1.00662783e-02   2.95063201e-02]
 [  9.99632835e-01   2.04034634e-09   6.28848720e-05   1.70434760e-05
    5.23403507e-08   2.38696928e-04   2.43381946e-05   1.27858783e-07
    2.18870118e-05   2.09162727e-06]
 [  1.01001742e-05   1.35871096e-05   1.08298053e-04   9.71866012e-01
    4.38207337e-08   2.52053514e-02   7.21768316e-08   1.87199967e-05
    2.77249608e-03   5.26411350e-06]
 [  3.69184672e-05   8.95185149e-05   7.33179376e-02   8.88563752e-01
    5.81916493e-06   3.21505079e-03   2.09112186e-05   2.08154073e-04
    3.43301482e-02   2.11824561e-04]
 [  4.65827947e-03   1.55709209e-02   1.35064253e-03   3.14122601e-03
    5.38511155e-03   9.22660112e-01   1.39066949e-03   6.99278573e-03
    3.31704170e-02   5.67978621e-03]
 [  4.90081962e-04   1.12116459e-06   6.30520517e-04   1.28079073e-05
    1.08591430e-05   6.25673099e-04   9.97189462e-01   3.40509956e-07
    1.02276448e-03   1.62904416e-05]
 [  9.82507885e-01   9.57103197e-08   1.80309726e-04   1.17508833e-04
    4.52412169e-05   2.20609992e-03   7.06764622e-05   8.12416710e-03
    4.47941665e-03   2.26870086e-03]
 [  5.35163963e-05   1.47374783e-04   8.33640923e-04   9.66504872e-01
    5.40710880e-06   1.13578076e-02   1.77813354e-06   8.45540722e-04
    1.24699846e-02   7.78015377e-03]
 [  1.42570748e-03   1.07480046e-04   1.55475878e-04   1.34874918e-02
    6.66974462e-04   9.59586382e-01   9.27578658e-04   9.67455970e-04
    1.96980238e-02   2.97753140e-03]
 [  9.94827926e-01   1.30094691e-08   4.52321874e-05   1.32634799e-04
    1.20716791e-07   1.17578648e-03   2.43281943e-06   3.26914317e-03
    3.14640556e-06   5.43584290e-04]
 [  1.25040836e-03   8.58458079e-05   3.12803267e-03   8.39122415e-01
    5.18752813e-06   4.14783880e-02   5.66619347e-05   9.46616638e-05
    1.14413612e-01   3.64764477e-04]
 [  2.24033811e-05   2.02843557e-06   1.79641240e-04   7.77443172e-03
    2.78875723e-05   9.76484954e-01   2.38512548e-05   3.80920683e-04
    1.47157544e-02   3.88260116e-04]
 [  1.55193557e-05   9.42765117e-01   2.73352792e-03   3.79476994e-02
    3.79792484e-03   5.07630222e-03   1.54964486e-03   7.55336659e-04
    3.78442090e-03   1.57453842e-03]
 [  3.25648370e-03   4.60238061e-06   8.54716745e-06   1.90016795e-02
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    1.28295535e-04   9.98340964e-01]
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    3.04995570e-03   3.06730537e-04]
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    6.32206385e-04   6.80228579e-04   9.97292101e-01   7.12496231e-08
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    1.37310859e-03   3.28017620e-07]
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    6.75372139e-04   9.77974117e-01]
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    2.91700079e-03   1.05345993e-04]
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    1.51922805e-02   8.84040952e-01]
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    9.90885973e-01   3.48472968e-04   1.27753428e-05   3.95129064e-05
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    4.17559233e-04   2.05366258e-02   5.31628216e-03   5.99528164e-07
    9.58239973e-01   1.36659446e-03]
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    1.10067206e-03   2.29030193e-05   2.21889172e-06   6.49216622e-02
    7.94075895e-05   9.30953383e-01]
 [  9.99985337e-01   4.32663072e-11   8.41608653e-07   3.11002594e-07
    1.15304943e-09   1.02963986e-05   2.96985672e-06   2.18268141e-08
    2.10186968e-07   3.42078543e-08]
 [  8.85922600e-06   4.18703712e-06   2.78120388e-05   4.62390075e-04
    3.17842104e-02   2.50792451e-04   1.43140971e-06   1.93125848e-03
    2.93624867e-03   9.62592781e-01]
 [  1.54461747e-03   5.44851780e-01   2.99524337e-01   1.15004806e-02
    2.38814037e-02   6.65752683e-03   6.85389265e-02   1.80403946e-03
    4.07268927e-02   9.69974382e-04]
 [  2.35163281e-03   8.77377868e-01   1.61940847e-02   2.56969295e-02
    3.98917636e-03   3.88816022e-03   2.92248884e-03   3.00450046e-02
    3.41027938e-02   3.43176257e-03]
 [  5.17479805e-07   6.61597843e-09   1.60608397e-04   3.11056141e-07
    4.65108897e-05   4.00204499e-06   9.99777138e-01   1.31080669e-09
    1.09710290e-05   5.00688060e-08]
 [  1.12698974e-04   1.47885848e-05   2.53666676e-05   3.01299572e-01
    1.66626751e-06   6.95773959e-01   4.60847605e-06   6.66576625e-07
    2.66507501e-03   1.01541686e-04]
 [  1.52102919e-04   1.96449764e-05   3.49792163e-06   1.64929824e-03
    4.96289385e-06   9.92739975e-01   1.08112672e-05   5.65327628e-06
    5.37781091e-03   3.63293475e-05]
 [  9.99927640e-01   1.97960485e-12   1.37277979e-07   5.71517148e-07
    1.87715728e-12   7.05126149e-05   6.59939872e-07   5.68734926e-09
    3.04412055e-07   2.21531307e-10]]
INFO:tensorflow:global_step/sec: 157.062
INFO:tensorflow:loss = 0.253573, step = 6801
INFO:tensorflow:probabilities = [[  1.10051644e-07   7.93236410e-08   2.95488335e-05   1.07760563e-07
    9.99677658e-01   1.02985623e-05   1.03876184e-04   4.55888330e-05
    4.02979349e-05   9.25302011e-05]
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    8.41066480e-01   7.00859237e-05]
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    9.92751598e-01   6.43677602e-04]
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    1.00790043e-04   1.48922816e-04]
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    3.96007812e-03   4.56142891e-03]
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    1.16301417e-04   2.43242015e-03]
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    2.12002014e-05   2.75027961e-03]
 [  7.60489376e-04   2.94625410e-03   4.43094037e-03   1.41771570e-01
    7.10754143e-03   7.28203177e-01   2.36531440e-03   1.28178974e-04
    1.01473562e-01   1.08129550e-02]
 [  1.13585395e-06   4.71633364e-04   2.06212382e-04   9.98334229e-01
    6.83182861e-06   3.76427226e-04   4.73651568e-07   7.54838693e-05
    3.88473360e-04   1.39250318e-04]
 [  1.95936491e-06   5.16466207e-06   9.95144129e-01   2.14715209e-03
    1.32970044e-08   3.01382370e-05   1.58983516e-04   2.37099769e-07
    2.51208665e-03   6.25287697e-08]
 [  1.69192660e-07   1.01560673e-07   1.15267858e-05   1.47146366e-07
    9.99538779e-01   4.68683029e-05   1.68993443e-04   6.51910625e-07
    2.86595296e-05   2.04191922e-04]
 [  1.91969466e-05   7.35705020e-04   4.54728585e-03   9.78258073e-01
    9.94609902e-04   4.07010689e-03   1.40672666e-03   5.24477082e-06
    9.87912342e-03   8.38672931e-05]
 [  9.99406815e-01   3.71290915e-10   4.16019539e-05   3.50651011e-04
    1.05258602e-08   1.13683585e-04   5.54450980e-06   2.54269708e-06
    3.85891035e-05   4.06857835e-05]
 [  1.00759765e-08   5.69238921e-07   5.00631302e-07   1.83562825e-05
    3.76809339e-08   5.99077282e-07   2.04661663e-10   9.99873042e-01
    9.19919842e-07   1.05950414e-04]
 [  3.64138650e-05   1.21190764e-08   1.11039277e-07   2.43131653e-05
    3.46801414e-07   9.99860883e-01   2.25188683e-06   2.63648701e-07
    6.75682750e-05   7.82104325e-06]
 [  9.99991179e-01   4.71287029e-12   7.64221204e-06   2.78176344e-08
    6.79191989e-12   1.10415840e-06   1.46454568e-07   1.83208260e-09
    1.53228523e-08   4.34472991e-09]
 [  8.29745404e-05   9.48999426e-04   2.44573550e-03   6.09488273e-03
    8.70533347e-01   2.28719786e-03   5.37885353e-03   2.36933660e-02
    2.75141443e-03   8.57832208e-02]
 [  5.55482893e-06   4.64923869e-06   4.36568962e-06   3.89337452e-04
    6.66021606e-06   3.15303332e-05   2.15789857e-08   9.98553932e-01
    1.02060358e-05   9.93712805e-04]
 [  3.26094367e-02   1.22455594e-05   5.39737870e-04   1.28272304e-03
    3.05459332e-02   8.63035619e-01   5.77557134e-03   4.39989846e-04
    5.49787562e-03   6.02607355e-02]
 [  1.31851935e-04   1.26104685e-04   4.88465826e-04   9.97415304e-01
    1.62977426e-06   1.16127671e-03   3.37795950e-06   2.32804072e-04
    9.30245733e-05   3.46116227e-04]
 [  3.88384251e-05   8.31648335e-02   2.21806440e-05   8.40958767e-03
    2.19599064e-02   5.45947754e-04   3.81177488e-05   4.29041348e-02
    9.44573525e-03   8.33470762e-01]
 [  2.14763422e-04   5.63881877e-05   3.88567314e-05   8.53951462e-03
    1.97812165e-06   9.73983824e-01   6.61643789e-05   3.77789007e-07
    1.70265902e-02   7.14840862e-05]
 [  7.96377299e-06   5.98204542e-06   1.62573724e-06   4.94819717e-04
    3.79271712e-03   5.45872143e-04   5.21268589e-07   1.05497185e-02
    4.24856349e-04   9.84175980e-01]
 [  9.83924866e-01   3.56700355e-07   9.12896125e-04   1.60111557e-03
    3.90556816e-05   4.11837688e-03   1.83524797e-03   2.76646519e-04
    2.22819904e-03   5.06304856e-03]
 [  4.19044954e-05   6.43706080e-05   2.62564463e-05   2.41003931e-04
    8.24434757e-01   4.22186422e-04   1.38229123e-04   2.98017054e-03
    1.90060551e-03   1.69750467e-01]
 [  1.89073035e-04   1.06161962e-04   3.82143888e-04   9.86595690e-01
    1.74662746e-05   7.12819677e-03   5.50444156e-06   1.04291260e-03
    1.88043655e-03   2.65241601e-03]
 [  2.68927351e-07   6.27666097e-08   1.24657863e-05   9.99623060e-01
    1.31462730e-10   1.19860400e-04   1.46441761e-10   6.68364692e-07
    2.43507835e-04   1.66163161e-07]
 [  2.22394501e-05   9.97793078e-01   1.44248456e-03   2.29628218e-04
    2.72590787e-05   3.95723691e-05   2.00204595e-05   1.34179150e-04
    2.74076505e-04   1.74981797e-05]
 [  1.41783559e-03   9.29475755e-06   3.51080881e-03   3.80715246e-05
    1.43244207e-01   4.89695172e-04   8.08052301e-01   2.96471815e-04
    6.20200345e-03   3.67392041e-02]
 [  6.33135860e-05   7.86032081e-01   1.97457732e-04   4.39552154e-04
    2.77273590e-04   4.85174125e-04   3.24944442e-04   6.67510729e-04
    2.11029723e-01   4.82965843e-04]
 [  1.93514497e-04   9.72428739e-01   2.16412428e-03   3.78481043e-03
    5.58296044e-04   6.32183952e-03   5.79937315e-03   3.13233351e-04
    7.75989005e-03   6.76336291e-04]
 [  4.66210395e-03   9.51649199e-05   3.22502367e-02   1.02916807e-02
    1.15749175e-02   6.69766590e-02   8.65938902e-01   2.57672104e-06
    8.19496810e-03   1.28065658e-05]
 [  4.45647677e-03   1.32743677e-03   2.81492685e-04   3.59293148e-02
    1.05444560e-04   9.37432170e-01   2.64818780e-04   3.56747047e-03
    1.27893407e-02   3.84609099e-03]
 [  6.83757171e-05   3.24240595e-04   2.84273829e-02   3.46791290e-04
    5.37042553e-03   1.52881234e-03   9.62934554e-01   2.42322476e-05
    8.80415377e-04   9.47947628e-05]
 [  1.70244295e-02   2.29047771e-04   1.63948372e-01   2.29299534e-02
    2.87216187e-01   1.05812084e-02   5.95519170e-02   1.95180923e-02
    9.71036032e-02   3.21897328e-01]
 [  2.00645354e-06   8.39493077e-06   2.11064298e-06   2.86669412e-04
    1.56222541e-06   7.79896072e-05   5.72229286e-09   9.96318817e-01
    3.37115998e-05   3.26868845e-03]
 [  4.88387705e-05   9.89566863e-01   1.57223386e-03   2.61770724e-03
    2.33415281e-04   2.32321443e-03   5.21352689e-04   5.88030554e-04
    1.96159212e-03   5.66533126e-04]
 [  9.09595191e-01   1.13143024e-05   5.60474694e-02   6.62406860e-03
    2.24870746e-04   1.52219748e-02   5.59297483e-03   2.81256565e-04
    2.06188252e-03   4.33901139e-03]
 [  3.60163790e-06   3.55909719e-06   2.08065321e-04   7.90260732e-04
    9.05504365e-08   2.39647329e-06   1.28558710e-08   9.96803403e-01
    1.07249971e-05   2.17787083e-03]
 [  3.52847928e-05   5.30354738e-01   6.57594800e-02   3.90216768e-01
    2.53248454e-05   5.51378820e-03   2.32080711e-04   3.66312382e-03
    3.98391858e-03   2.15428154e-04]
 [  9.99686241e-01   1.29466533e-11   3.07813389e-06   5.16311138e-06
    5.38234214e-11   2.91259610e-04   7.19178006e-09   1.96721589e-06
    6.14238979e-06   6.07090988e-06]
 [  2.11604383e-05   1.37454495e-04   4.74659377e-04   9.85302329e-01
    3.87385917e-05   1.18386447e-02   6.77604612e-06   1.30618137e-04
    1.43826019e-03   6.11283001e-04]
 [  6.46180332e-01   2.82867495e-06   7.18610408e-03   9.33084986e-04
    2.23035531e-05   2.48664580e-02   4.51846048e-03   1.05844426e-03
    3.14803004e-01   4.28835920e-04]
 [  2.95918118e-02   1.26419458e-04   5.27296681e-03   1.76505302e-03
    7.89589540e-05   1.90207444e-03   1.81174575e-04   3.78260724e-02
    8.88614953e-01   3.46404053e-02]
 [  7.23275822e-04   9.62213159e-01   4.07565571e-03   7.99933262e-03
    8.68924835e-04   4.65425896e-03   3.12325405e-03   3.41718458e-03
    1.06399357e-02   2.28506303e-03]
 [  6.00009207e-06   1.39975222e-04   2.19510373e-04   4.66702925e-03
    9.11037862e-01   6.88511936e-04   7.86468037e-04   1.07405465e-02
    1.04612741e-03   7.06680119e-02]
 [  1.63014949e-04   9.37702119e-01   3.75147983e-02   9.18765832e-03
    2.46243947e-03   5.46081644e-03   8.48681550e-04   4.23650211e-03
    2.11883266e-03   3.05279536e-04]
 [  3.15825716e-02   3.33257415e-03   1.17530935e-02   2.09113017e-01
    1.29268887e-02   6.34982347e-01   2.94653662e-02   6.03727494e-05
    6.37421086e-02   3.04167788e-03]
 [  3.40694765e-04   3.09458846e-05   1.01339021e-04   9.05908586e-04
    1.06596144e-05   9.96436477e-01   1.38797128e-04   1.57975417e-04
    1.80125725e-03   7.59853210e-05]
 [  2.85348415e-06   1.06030859e-06   9.98772323e-01   5.21827606e-04
    5.92816787e-06   4.61901072e-06   6.14875462e-04   2.30705299e-09
    7.58642709e-05   5.77541812e-07]
 [  3.26176058e-03   1.03315806e-05   7.83467403e-05   2.82742723e-04
    1.06275524e-03   1.49361268e-02   9.74321604e-01   1.77619967e-07
    6.01681182e-03   2.92516179e-05]
 [  3.74330199e-07   3.97803802e-07   1.75836675e-07   6.82095924e-05
    3.79040443e-07   3.98536895e-06   2.88622709e-10   9.99627829e-01
    2.94192409e-06   2.95588747e-04]
 [  2.82448804e-04   3.24512046e-04   1.70310406e-04   1.40148522e-02
    5.43935597e-03   1.14585534e-02   1.62080731e-04   9.53749120e-01
    1.37496914e-03   1.30238524e-02]
 [  7.88545981e-03   1.23680616e-03   2.51343846e-03   2.63434369e-02
    1.70864747e-03   8.84750247e-01   1.02923829e-02   1.15666859e-04
    6.29442409e-02   2.20969110e-03]
 [  2.76322999e-06   5.18677232e-04   9.34436262e-01   8.68895848e-04
    5.43295300e-06   1.04110604e-05   2.38899302e-05   6.39111027e-02
    1.67614038e-04   5.50544464e-05]
 [  1.69596402e-04   9.74427760e-01   3.32009629e-03   1.36575596e-02
    3.64307547e-04   9.56683420e-04   1.02343084e-03   1.23179017e-03
    3.75629100e-03   1.09249749e-03]]
INFO:tensorflow:probabilities = [[  2.23452571e-05   3.86266322e-07   1.50681331e-06   1.92228297e-03
    2.50504763e-05   1.60154726e-04   6.25307024e-08   9.96835172e-01
    1.61470489e-05   1.01685070e-03]
 [  5.34596948e-05   9.14390147e-01   4.71186526e-02   2.43345033e-02
    9.30049573e-04   1.45326147e-03   7.00803124e-04   2.65908224e-04
    1.06705585e-02   8.26862015e-05]
 [  5.60735399e-03   3.75986087e-06   1.31384830e-03   7.56749185e-04
    2.28677818e-04   7.99563155e-03   3.59227556e-06   7.18264103e-01
    1.95496017e-03   2.63871372e-01]
 [  7.47630907e-07   9.62759259e-08   6.89121196e-03   1.34652311e-07
    1.10338537e-04   2.51812344e-05   9.92969811e-01   3.09698689e-09
    2.43474278e-06   2.99012726e-08]
 [  4.82173982e-06   6.21345521e-07   5.21322771e-04   5.60130939e-05
    9.87250805e-01   3.32516065e-05   2.26352538e-04   6.22825828e-05
    2.43646020e-04   1.16008837e-02]
 [  2.34933477e-03   1.28569184e-02   6.93660835e-03   2.26714257e-02
    6.73459396e-02   8.21359754e-02   7.65453935e-01   9.75245057e-05
    3.42596136e-02   5.89269586e-03]
 [  4.13418887e-03   7.91065831e-05   9.07903013e-04   3.35334225e-05
    6.80128157e-01   2.17810925e-02   1.20840874e-02   1.10570854e-03
    1.58903062e-01   1.20843157e-01]
 [  6.05555942e-06   4.51781787e-03   9.78552699e-01   2.03096890e-03
    3.36429912e-06   3.48628928e-05   1.25596154e-04   8.37048749e-04
    1.38759501e-02   1.55411490e-05]
 [  1.71008508e-03   8.22263304e-03   9.57588106e-03   1.30221283e-03
    4.87494661e-04   9.31148510e-03   1.15911113e-02   4.09871078e-04
    9.56526279e-01   8.62945395e-04]
 [  9.98746276e-01   6.20062135e-09   6.35600154e-05   1.38457408e-05
    1.36939377e-07   9.83941718e-04   3.76121934e-05   4.10826178e-05
    4.35259244e-05   6.99948068e-05]
 [  3.27993301e-03   8.24591443e-02   8.46888591e-03   4.61464562e-02
    2.50168669e-04   5.90121746e-02   1.47323473e-03   7.31762359e-03
    7.78470218e-01   1.31222233e-02]
 [  3.48731526e-03   2.89485413e-08   4.85945828e-02   7.08084088e-04
    9.47049557e-06   4.47868090e-03   1.26274181e-05   3.05643562e-06
    9.42151427e-01   5.54745493e-04]
 [  1.25318056e-03   4.25640683e-05   6.61250064e-03   2.06023045e-02
    9.84348662e-05   9.39456280e-03   1.78480148e-03   2.05697652e-05
    9.56988692e-01   3.20241041e-03]
 [  6.76314085e-05   8.30067787e-04   6.89930166e-04   4.09453642e-05
    9.86034095e-01   4.82426677e-03   3.59214772e-03   1.13987087e-04
    1.62274204e-03   2.18419824e-03]
 [  9.77577269e-03   1.08444865e-05   1.00709889e-02   6.49798312e-04
    1.32621697e-03   5.90281896e-02   9.07019913e-01   4.90516140e-05
    1.16596622e-02   4.09520260e-04]
 [  2.07843223e-05   5.34123856e-09   9.33525541e-08   4.97708679e-05
    2.75476232e-05   2.04017342e-04   9.31371336e-09   9.98270988e-01
    2.75608672e-05   1.39915862e-03]
 [  3.28919006e-04   8.84761333e-01   1.27062537e-02   1.32955899e-02
    1.75169539e-02   2.80637667e-02   1.41074257e-02   1.94930017e-03
    2.51701176e-02   2.10041320e-03]
 [  4.41693373e-05   9.91979003e-01   1.13439013e-03   1.73608284e-03
    1.96620414e-04   7.50830397e-04   8.33069789e-04   3.60585575e-04
    2.63463845e-03   3.30529729e-04]
 [  4.44591104e-04   6.21706590e-07   2.22110539e-05   3.12336581e-03
    1.64522801e-03   9.92356658e-01   1.68516795e-04   3.43804932e-05
    1.68122177e-03   5.23127732e-04]
 [  5.03385718e-06   4.03612876e-06   9.77621494e-06   1.76860965e-04
    2.60643014e-06   2.87156763e-05   3.43722895e-09   9.95956600e-01
    1.34786769e-05   3.80281266e-03]
 [  1.57206136e-06   4.03527411e-05   9.93412912e-01   6.34327577e-03
    1.89215370e-05   3.12005523e-06   4.88231417e-05   9.02847605e-05
    3.42766980e-05   6.61091644e-06]
 [  3.53404394e-05   9.91330624e-01   6.78582350e-04   2.25972361e-03
    7.28648520e-05   1.75199719e-04   2.14311862e-04   6.83174410e-04
    3.36043607e-03   1.18952233e-03]
 [  5.35724175e-05   9.93399858e-01   1.00665749e-03   1.02033094e-03
    2.83578673e-04   1.76840171e-04   3.65088017e-05   1.05203991e-03
    2.84224702e-03   1.28344414e-04]
 [  6.50482369e-04   1.23015916e-05   5.94966230e-04   1.25624574e-04
    1.33280680e-01   1.11632911e-03   6.83946011e-04   1.57247931e-02
    1.11214984e-02   8.36689413e-01]
 [  1.18253706e-03   1.32541347e-04   1.38746416e-02   1.95174381e-01
    1.43434748e-01   3.44014191e-03   3.26519855e-03   5.25186472e-02
    8.28531608e-02   5.04123986e-01]
 [  1.28982810e-03   7.99318223e-05   2.01646704e-03   5.71147248e-04
    3.12531592e-05   9.77671146e-01   4.66946803e-04   4.67886239e-05
    1.77387409e-02   8.78458886e-05]
 [  8.74205853e-06   1.58441799e-06   7.40365795e-05   9.17779034e-05
    9.75310087e-01   4.08306165e-04   8.81199740e-05   1.92311723e-04
    4.65702527e-04   2.33593844e-02]
 [  1.61208318e-05   3.41452379e-03   7.11422600e-03   9.71877038e-01
    6.70709196e-05   1.47396396e-03   6.06095382e-05   1.63090328e-04
    1.54754687e-02   3.37989331e-04]
 [  3.01991531e-05   8.64432513e-06   5.16336549e-05   7.99754343e-05
    4.64354502e-03   7.66398013e-03   9.75739241e-01   1.76297237e-06
    1.17748315e-02   6.31272451e-06]
 [  4.46275699e-05   5.89633267e-08   5.90279000e-03   3.04869968e-06
    3.03145625e-05   2.30274018e-05   9.93769825e-01   7.73417668e-08
    2.20394824e-04   5.86099623e-06]
 [  3.98526026e-06   1.17177333e-05   8.08236480e-04   9.82772410e-01
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    8.69390275e-03   5.35187894e-04]
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    4.62905319e-07   1.30017816e-06]
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    3.30636576e-02   4.28385148e-03]
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    1.58779891e-04   9.26516623e-06]
 [  5.94657868e-05   8.49943399e-01   6.73665619e-03   1.15472205e-01
    4.87851771e-03   8.15448910e-03   1.47635618e-03   2.29315809e-03
    7.21706729e-03   3.76860728e-03]
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    1.14562153e-03   1.19918317e-03   1.35764212e-03   2.02119164e-03
    9.59607899e-01   2.13873424e-02]
 [  2.44073153e-01   1.29685359e-04   2.03664787e-02   8.82937014e-03
    2.22280396e-05   4.22529966e-01   4.85988893e-03   8.34560895e-04
    2.97673345e-01   6.81311823e-04]
 [  2.82551162e-04   4.09719223e-06   3.32358613e-04   9.76836860e-01
    9.53445010e-07   1.04495995e-02   1.12324528e-06   7.99044850e-04
    8.53899401e-03   2.75439373e-03]
 [  3.24348919e-03   3.13844030e-05   2.29297671e-02   1.45424111e-03
    1.16008408e-01   1.62075902e-03   7.16593908e-03   4.18989221e-03
    5.51145803e-03   8.37844670e-01]
 [  1.52349276e-05   9.07747017e-05   3.28308786e-04   1.83196884e-04
    9.83442605e-01   9.28720401e-04   1.09093136e-03   2.60963483e-04
    4.75000590e-03   8.90926924e-03]]
INFO:tensorflow:global_step/sec: 155.88
INFO:tensorflow:loss = 0.276956, step = 6901
INFO:tensorflow:probabilities = [[  5.29449409e-08   5.06715416e-08   3.42821437e-07   1.08180197e-04
    1.56806745e-08   1.40925863e-06   9.67312896e-11   9.99498248e-01
    5.63316235e-07   3.91018461e-04]
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    9.51268803e-03   3.99850160e-01]
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    4.32188535e-05   9.77131009e-01   4.64115656e-05   2.85831666e-05
    2.13660225e-02   8.35110259e-05]
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    5.11517865e-04   2.35647298e-04   2.56864540e-03   4.61515645e-03
    2.15559662e-03   5.29030338e-04]
 [  5.75160402e-06   3.70970258e-04   1.04164646e-03   7.27131192e-06
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    8.40782479e-04   1.36929285e-03]
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    1.80754898e-04   4.77397479e-02   1.23507716e-02   1.46078411e-04
    5.58693767e-01   1.00574747e-03]
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    6.82890415e-01   9.64896346e-04   3.68231907e-03   1.54889189e-02
    1.32375432e-03   2.85826415e-01]
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    9.94522572e-01   9.36845900e-05   5.33623388e-04   1.34244328e-04
    1.17532581e-04   4.50046221e-03]
 [  4.94044682e-04   1.54370412e-01   3.16378777e-03   2.16706209e-02
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 [  4.17509764e-05   9.04666027e-04   9.84902442e-01   9.42920521e-03
    5.50396042e-04   7.21851620e-06   1.05421664e-03   2.01067957e-03
    1.04483182e-03   5.46681258e-05]
 [  6.86532928e-07   8.01941979e-09   1.58142648e-05   9.99526739e-01
    2.32445507e-09   4.33458627e-04   9.08514863e-09   4.51025066e-08
    2.30852729e-05   1.11795337e-07]
 [  5.44488337e-03   3.37281525e-01   4.31153411e-03   5.47527790e-01
    3.21333151e-04   3.63841541e-02   4.63943725e-04   4.69166152e-02
    9.81437601e-03   1.15338098e-02]
 [  2.71924655e-04   7.79011752e-05   9.97206032e-01   1.01094146e-03
    2.86831528e-05   3.45827830e-05   1.31539395e-03   9.48575416e-06
    3.79125959e-05   7.18879573e-06]
 [  3.16551649e-07   7.49760147e-06   3.19476967e-04   2.36456972e-02
    9.66677070e-01   3.80352110e-04   2.30200058e-05   1.71011197e-03
    1.72387715e-03   5.51258400e-03]
 [  7.03363621e-05   1.31914840e-05   1.59060359e-02   3.13330472e-01
    5.73351936e-05   6.08492374e-01   3.17113991e-05   5.04934796e-05
    5.38838096e-02   8.16431455e-03]
 [  2.39232868e-01   5.26906092e-07   4.11308587e-01   9.41432267e-03
    7.66701647e-04   5.76333143e-03   1.50122767e-04   1.25701597e-03
    2.02551275e-01   1.29555270e-01]
 [  1.49262324e-03   2.60540638e-02   1.99246593e-03   8.03910848e-03
    3.04689519e-02   1.63792260e-03   1.70039784e-04   2.44735498e-02
    1.51600000e-02   8.90511274e-01]
 [  3.65937740e-05   2.03937773e-07   9.16350564e-06   5.42844180e-04
    3.79531770e-07   1.83937664e-05   1.88812987e-09   9.98128712e-01
    2.28166318e-05   1.24091760e-03]
 [  8.54018140e-07   8.27779786e-07   6.65665939e-05   9.86010855e-05
    9.86684501e-01   6.08226001e-05   1.06559419e-04   5.05492790e-04
    5.08501107e-05   1.24249086e-02]
 [  1.79474810e-04   2.33275987e-05   2.40766953e-04   1.30746019e-04
    8.30373645e-01   3.25609843e-04   4.83790529e-04   1.13095650e-02
    1.06675066e-02   1.46265671e-01]
 [  4.17988631e-04   3.50651960e-03   4.40366287e-03   1.93206877e-01
    1.59449875e-04   2.46325023e-02   1.23747348e-04   1.59267820e-02
    7.53152788e-01   4.46972717e-03]]
INFO:tensorflow:probabilities = [[  1.14011683e-03   1.46560399e-02   3.82516474e-01   1.06742255e-01
    5.08485697e-02   1.30532552e-02   2.66129995e-04   8.08824748e-02
    3.00206672e-02   3.19873959e-01]
 [  3.38914862e-04   6.03208582e-06   1.09300592e-04   1.03005541e-05
    1.53967238e-04   1.86445322e-02   1.36463693e-03   4.24388782e-06
    9.79235590e-01   1.32455301e-04]
 [  9.87593201e-04   7.32876186e-04   2.56986618e-02   3.83407954e-04
    8.58844757e-01   9.58817487e-04   7.92772248e-02   2.60269479e-03
    1.40007678e-02   1.65131912e-02]
 [  4.62065727e-05   7.34996365e-06   4.30066893e-06   2.11020792e-03
    5.39743295e-03   8.39529617e-04   1.14564523e-06   8.86805505e-02
    4.07349668e-04   9.02505875e-01]
 [  5.72858698e-05   4.81726741e-03   2.28312842e-04   3.55933118e-03
    1.02426775e-01   2.08230224e-03   1.26310668e-04   3.90012003e-02
    2.91692023e-03   8.44784260e-01]
 [  1.47378473e-02   2.53163815e-01   7.50313178e-02   2.93789990e-02
    2.94811046e-03   6.01505153e-02   2.76084356e-02   1.30716652e-01
    3.85029763e-01   2.12345496e-02]
 [  1.05684809e-02   6.54730975e-05   1.99554041e-02   1.19406694e-04
    9.01852618e-04   7.33767688e-01   1.86351150e-01   2.53299531e-05
    4.81000356e-02   1.45197482e-04]
 [  5.50411642e-03   1.82041367e-05   1.39306605e-04   3.98704666e-04
    8.40557218e-01   6.18315628e-03   9.11953801e-04   2.78816046e-03
    2.08185776e-03   1.41417354e-01]
 [  4.95924178e-06   3.54990516e-05   3.20838481e-05   8.29788041e-04
    4.00489904e-02   6.29414280e-04   8.27507665e-06   9.09788162e-03
    6.21018582e-04   9.48692143e-01]
 [  7.76787638e-05   1.49842140e-06   1.05734471e-05   9.81548510e-06
    9.94912863e-01   2.36107386e-04   7.51357002e-05   1.02306390e-03
    4.33955574e-05   3.60984285e-03]
 [  7.34231528e-03   1.86174246e-03   1.66406750e-03   3.55706401e-02
    1.35709960e-02   7.67962277e-01   7.88481627e-03   1.40122575e-04
    1.52393490e-01   1.16095431e-02]
 [  1.36479945e-03   1.26642431e-03   2.74637528e-03   6.05757232e-04
    8.41952384e-01   1.53771753e-03   3.98045359e-03   2.22183019e-02
    6.01453707e-03   1.18313208e-01]
 [  5.15144256e-06   1.56071197e-04   1.95179926e-03   1.21103204e-03
    4.55250338e-05   4.06298647e-03   8.64859685e-05   5.89303731e-04
    9.91317034e-01   5.74572070e-04]
 [  2.62985782e-06   9.93849085e-07   1.62540164e-05   4.37865481e-07
    9.98783410e-01   7.54613866e-05   2.55248015e-04   6.33676755e-05
    9.17651414e-06   7.92990439e-04]
 [  6.82225000e-05   8.24218383e-04   5.97772305e-05   2.00169464e-03
    1.08967215e-05   9.95636165e-01   4.64479817e-05   9.69279499e-05
    1.17049692e-03   8.51530567e-05]
 [  1.56522146e-05   4.95621428e-08   9.55219293e-05   2.72911257e-05
    3.05792782e-03   7.39392044e-06   1.27239639e-06   2.40454003e-02
    2.68884323e-04   9.72480595e-01]
 [  6.41724764e-05   9.00949817e-06   2.06689321e-04   3.55092168e-04
    4.48209584e-01   9.32641444e-04   6.05195382e-05   8.35253745e-02
    2.44084466e-03   4.64196086e-01]
 [  1.21696829e-03   2.39000315e-06   1.72860364e-05   2.04832312e-02
    9.75868716e-06   9.55943525e-01   1.23526002e-06   3.23809800e-03
    1.61783211e-02   2.90919142e-03]
 [  4.31599037e-04   4.85474393e-02   2.86623230e-03   5.55768237e-03
    5.67616560e-02   1.57394167e-02   1.38337597e-01   4.30754386e-04
    6.79733098e-01   5.15945703e-02]
 [  5.04526179e-06   1.38713347e-06   2.56317289e-05   1.18031230e-05
    9.93253291e-01   2.05953584e-05   3.92791444e-05   3.70583584e-05
    1.01775095e-05   6.59574987e-03]
 [  4.76839719e-04   1.56049327e-06   9.97532606e-01   7.27100996e-04
    9.92878122e-05   4.42497840e-05   7.15299859e-04   1.66262791e-04
    9.66330990e-05   1.40180986e-04]
 [  9.99922633e-01   1.20563334e-11   3.38610444e-05   4.03111528e-07
    5.74858827e-10   1.73584085e-05   1.03883303e-06   2.17425259e-05
    1.70861699e-06   1.30909655e-06]
 [  9.96782319e-07   4.93916218e-07   3.88922814e-07   1.97910558e-05
    9.95359600e-01   1.63771052e-04   7.88811212e-06   3.21994594e-04
    7.50470906e-04   3.37458588e-03]
 [  5.11576480e-04   3.33869539e-05   7.80560076e-02   1.40535843e-03
    3.00801821e-05   1.89818323e-01   4.05844208e-03   1.08988766e-04
    7.25352645e-01   6.25258370e-04]
 [  1.01327103e-04   9.85312045e-01   2.70452071e-03   6.57364680e-03
    4.14215901e-04   4.69687337e-04   6.24020060e-04   1.32026966e-03
    1.81973644e-03   6.60455960e-04]
 [  2.42943088e-06   5.86109354e-06   4.31623157e-05   2.04353200e-04
    2.07420680e-06   5.47585159e-06   5.51277601e-08   9.98906851e-01
    1.00092169e-04   7.29605090e-04]
 [  2.36427574e-03   3.01210207e-06   1.04444856e-02   4.44879743e-06
    4.76565852e-04   8.07737873e-04   9.85849500e-01   5.14220801e-06
    8.98829967e-06   3.58240977e-05]
 [  5.64059301e-04   9.46015835e-01   1.03915902e-02   1.07511170e-02
    3.27595480e-04   9.23228334e-04   5.25069598e-04   2.22916454e-02
    1.90380740e-03   6.30599260e-03]
 [  1.48385158e-03   7.74630695e-04   5.03230374e-03   1.13953982e-04
    7.17468839e-03   1.34584131e-02   9.67511714e-01   1.12519228e-04
    3.88586032e-03   4.51995584e-04]
 [  2.48487515e-04   1.81831856e-04   1.21625839e-04   8.99177627e-04
    1.50513500e-01   1.48979446e-03   7.19991629e-04   1.53679838e-02
    3.37805822e-02   7.96677053e-01]
 [  9.82920412e-08   2.87001825e-07   9.99995947e-01   2.23376492e-06
    1.67904979e-08   7.30144523e-09   1.36458402e-06   3.09424597e-09
    1.18284554e-07   2.64169109e-09]
 [  3.98427452e-04   4.84965240e-05   7.40031246e-03   8.72839335e-03
    4.45467776e-05   8.29935365e-04   5.38550259e-04   1.99896567e-05
    9.81905460e-01   8.59655484e-05]
 [  1.09922385e-03   9.81782796e-05   3.26244335e-04   1.33672813e-02
    2.86781520e-04   3.60428005e-01   1.76368369e-04   2.55909745e-05
    6.23708785e-01   4.83590236e-04]
 [  1.40647287e-03   2.60755905e-06   4.70352534e-05   7.05890264e-03
    1.26458881e-02   6.96561486e-02   7.75443186e-05   3.74680869e-02
    1.59199175e-03   8.70045304e-01]
 [  3.20708100e-03   1.16463946e-06   5.14314070e-06   2.36541295e-04
    1.80859526e-04   9.95566070e-01   1.08414652e-05   2.43382150e-04
    3.49031732e-04   1.99874485e-04]
 [  2.12682044e-05   1.04906445e-04   1.10595327e-04   2.07583962e-05
    9.96391833e-01   3.90270579e-04   2.14782031e-03   8.71654265e-06
    3.19376384e-04   4.84502059e-04]
 [  1.86058882e-04   9.88212645e-01   2.47372012e-03   2.90494040e-03
    3.13619006e-04   7.07755622e-04   1.97223839e-04   2.28109490e-03
    2.18153419e-03   5.41564717e-04]
 [  1.58481440e-03   8.77019688e-02   1.56962574e-02   8.51589143e-01
    5.29272947e-04   1.95472911e-02   1.33416906e-03   1.03666214e-02
    6.53181691e-03   5.11860149e-03]
 [  2.32725186e-04   1.05907580e-04   9.91297483e-01   8.24046729e-04
    9.21361880e-06   9.98809701e-04   3.17662867e-04   5.01741655e-04
    5.57079678e-03   1.41704586e-04]
 [  2.42475042e-04   6.28279243e-03   5.85035145e-01   7.62916123e-03
    1.09697157e-05   2.05420205e-04   1.16115622e-03   5.33014361e-04
    3.98686409e-01   2.13468593e-04]
 [  6.82091864e-04   1.27393799e-03   1.18255029e-02   8.34694564e-01
    1.33788217e-05   1.50130793e-01   7.76542656e-05   3.16302729e-04
    9.14170174e-04   7.17139483e-05]
 [  2.82301280e-05   1.18094313e-05   5.12414332e-03   4.28703461e-05
    5.83433488e-04   6.74767885e-04   9.71067786e-01   1.52467476e-06
    2.24482249e-02   1.72262316e-05]
 [  5.78456034e-04   6.27179444e-03   7.04925158e-04   1.39768505e-02
    9.86819249e-03   1.40658545e-03   6.02473920e-05   2.37993732e-01
    6.19939622e-03   7.22939789e-01]
 [  9.99972105e-01   2.24135415e-11   9.83772338e-07   1.04219782e-06
    2.16009677e-09   2.44420917e-05   9.80478262e-07   1.67036234e-07
    3.29240066e-07   2.80822139e-08]
 [  1.34017870e-01   6.10561557e-02   7.29894638e-02   6.73691556e-02
    3.06297443e-04   3.15722153e-02   1.93131762e-03   3.14807631e-02
    5.78678846e-01   2.05980018e-02]
 [  1.65949936e-03   1.71918698e-04   9.76473186e-03   4.44929377e-04
    3.92190181e-03   5.55277453e-04   9.14297700e-01   6.52178551e-06
    6.74707741e-02   1.70667702e-03]
 [  1.21827668e-03   3.46401947e-07   3.78803052e-05   9.56292570e-01
    2.41567432e-06   3.95145565e-02   2.67327550e-06   1.36712742e-05
    2.84226588e-03   7.55047367e-05]
 [  3.52216810e-02   2.37766816e-03   1.08955763e-01   1.88879669e-02
    4.56097782e-01   1.05729876e-02   3.81719545e-02   4.48146611e-02
    2.42987238e-02   2.60600775e-01]
 [  6.45599444e-04   9.60523248e-01   1.08129736e-02   6.20634854e-03
    6.76897704e-04   1.79944537e-03   4.53001074e-03   2.72329035e-03
    1.13031454e-02   7.78948481e-04]
 [  6.19726450e-07   4.36193403e-07   4.18625677e-06   8.42726649e-07
    9.95948136e-01   5.98775587e-05   1.56272887e-04   6.94680284e-06
    3.35484889e-04   3.48726567e-03]
 [  5.43197617e-03   3.80291021e-03   1.44513883e-02   6.76232763e-03
    1.81843188e-05   2.32367474e-03   3.92134534e-04   5.89217199e-03
    9.49229598e-01   1.16955321e-02]
 [  1.36914977e-03   9.60944057e-01   6.93292730e-03   6.70439284e-03
    2.09356775e-03   2.21546367e-03   2.54073925e-03   6.84330473e-03
    7.37604592e-03   2.98038521e-03]
 [  1.06844362e-02   2.59877606e-06   1.60727836e-06   4.32408342e-05
    6.05712285e-06   6.43877566e-01   3.57206191e-05   4.49325796e-03
    3.40636909e-01   2.18693691e-04]
 [  1.00034913e-06   2.74758321e-07   9.99681830e-01   1.29382852e-06
    3.66942203e-07   1.99019198e-07   3.14191886e-04   9.06163500e-09
    8.70193333e-07   2.89531279e-08]
 [  1.86324567e-02   3.52946950e-06   3.77406203e-03   3.52926945e-05
    4.78888760e-05   4.40081349e-03   8.55918406e-05   4.05550090e-04
    9.71341491e-01   1.27339503e-03]
 [  4.40726115e-04   3.77321376e-05   2.90837854e-01   7.45794387e-04
    1.67283652e-04   3.80517580e-02   6.38804317e-01   4.57682972e-06
    3.08430176e-02   6.70194422e-05]
 [  3.77152144e-04   3.98798111e-05   4.16465715e-04   8.34032334e-03
    1.43743364e-05   3.04239988e-03   1.25603125e-04   5.17858425e-05
    9.87246752e-01   3.45321459e-04]
 [  8.38527194e-06   4.87619627e-06   5.24975453e-03   1.71964875e-05
    9.24964156e-03   3.61408202e-05   9.84617352e-01   1.24732433e-05
    6.89926383e-04   1.14272611e-04]
 [  8.60848813e-05   6.61622926e-06   7.25308837e-06   4.06249223e-04
    1.52798006e-04   9.96153057e-01   4.38025054e-05   3.05918365e-04
    2.47623562e-03   3.62093764e-04]
 [  5.38780150e-05   2.17696852e-05   1.22801634e-03   1.47770970e-05
    4.52378672e-03   5.39057422e-04   9.89789784e-01   6.48081596e-06
    3.71513958e-03   1.07409505e-04]
 [  2.45891374e-06   4.19833304e-05   9.97225404e-01   2.55443202e-03
    6.14868623e-05   8.60056275e-07   6.33888849e-05   2.08118363e-05
    1.03583670e-05   1.89493730e-05]
 [  9.90279485e-03   2.90102798e-05   4.68225265e-03   1.31122404e-04
    4.51275893e-03   7.48182123e-04   9.79337215e-01   8.93687829e-05
    4.29836684e-04   1.37576921e-04]
 [  1.18011432e-02   5.71045121e-07   1.23142009e-03   3.06737032e-02
    3.44289197e-09   9.46515262e-01   6.49421645e-06   3.72244831e-04
    9.37907025e-03   2.00519753e-05]
 [  3.69637477e-04   2.94216989e-05   3.04943118e-02   2.61240057e-04
    1.11310300e-03   1.79971074e-04   9.66515541e-01   5.81847853e-04
    2.52179074e-04   2.02653609e-04]
 [  1.55341055e-03   3.13928328e-03   2.39183716e-02   1.51540693e-02
    3.20389718e-01   8.45076889e-03   2.75554806e-01   2.28642905e-03
    2.95805454e-01   5.37477881e-02]
 [  9.83933985e-01   2.07025348e-08   3.25799163e-04   9.08126967e-05
    1.05964794e-07   1.54302185e-02   1.66566737e-04   2.82782803e-05
    1.34982947e-05   1.06773387e-05]
 [  4.01074612e-05   3.90311108e-08   4.02636681e-04   2.51575001e-02
    1.77940474e-05   9.61301684e-01   6.45094132e-03   1.60281175e-08
    6.61450392e-03   1.48230001e-05]
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    5.34824980e-03   1.76764894e-02]
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    1.66842551e-03   1.57389222e-04]
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    1.57622890e-05   1.37344068e-02   6.26597786e-03   9.18509704e-06
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    9.65175331e-01   2.67699652e-05   6.43357562e-05   5.32943872e-04
    1.93746484e-04   3.38893719e-02]
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    5.94380617e-05   9.13719058e-01   1.43123296e-04   6.35094056e-03
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    1.62542355e-03   2.49359733e-03]
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    1.02354243e-04   9.18327351e-05   2.10339174e-04   2.44498416e-03
    6.02827547e-03   3.06130154e-04]
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    2.99568437e-05   4.36550317e-06   1.99789938e-04   5.05816206e-05
    1.61107018e-04   8.74074885e-06]
 [  8.94435943e-05   9.55628129e-05   8.94592144e-03   2.16856526e-04
    2.02678647e-02   3.41954263e-04   9.69139874e-01   2.82530546e-05
    8.38949345e-04   3.52511779e-05]
 [  8.01882925e-06   8.25932943e-07   6.60415154e-08   1.22337269e-05
    3.65950371e-04   1.13338581e-04   2.66865584e-07   9.89549041e-01
    3.01116033e-05   9.92019381e-03]
 [  1.37937968e-04   1.90676551e-03   1.30405635e-04   2.12759292e-03
    1.56827569e-02   1.59148884e-03   4.51893357e-05   4.27389890e-02
    6.04801392e-03   9.29590940e-01]
 [  1.20728437e-04   8.09979200e-01   2.77999435e-02   9.84322801e-02
    2.15910911e-03   2.15583667e-03   1.12282624e-02   4.51569119e-03
    3.51779833e-02   8.43103323e-03]
 [  1.59167066e-05   2.93887797e-06   6.01208396e-03   7.25825657e-06
    1.37661025e-03   9.86548184e-05   9.92455721e-01   1.82720430e-06
    1.56717797e-05   1.33692147e-05]
 [  2.73428504e-05   9.99713120e-06   2.31816412e-05   1.90621340e-05
    3.41776520e-01   1.79576850e-03   4.60850570e-05   1.02831395e-02
    1.76934302e-02   6.28325403e-01]
 [  3.25767137e-03   3.32039152e-03   6.95945419e-05   6.43996755e-03
    2.40156357e-03   8.99756789e-01   4.73193708e-04   4.23410302e-03
    3.27902324e-02   4.72564362e-02]
 [  8.98540293e-06   1.73226092e-03   3.62136634e-05   7.61586707e-03
    8.96587491e-01   2.31860275e-03   3.52516836e-05   2.41439324e-02
    5.16757276e-03   6.23538457e-02]]
INFO:tensorflow:global_step/sec: 157.651
INFO:tensorflow:loss = 0.181431, step = 7001
INFO:tensorflow:probabilities = [[  2.03663876e-04   9.07549918e-01   1.17952505e-03   1.53263155e-02
    2.16712779e-03   1.32567575e-03   3.63756175e-04   5.27103208e-02
    1.06591508e-02   8.51464365e-03]
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    1.44669877e-06   5.59093787e-12]
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    6.34600699e-01   5.86194778e-03]
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    3.09354451e-04   4.30113614e-05]
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    2.57392717e-03   4.56079169e-06]
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    9.74348068e-01   4.99915797e-04]
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    1.85780719e-01   9.63229872e-03]
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    3.98528664e-06   2.37994097e-10]
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    3.17424456e-05   1.89647108e-05]
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    3.23987450e-08   5.12227700e-07]
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    3.45001812e-03   2.22163198e-05   9.95605767e-01   6.11280439e-06
    2.71773228e-04   4.45937221e-05]
 [  9.97181416e-01   8.84937179e-10   1.89363618e-05   1.34634934e-06
    3.28612848e-09   2.54850392e-03   2.45561823e-04   2.41870008e-08
    4.25961935e-06   4.58696299e-08]
 [  5.46972966e-03   1.61834396e-04   1.31360418e-03   7.03743637e-01
    4.85117605e-04   1.32049412e-01   2.01382809e-05   3.61652523e-02
    6.23859204e-02   5.82053177e-02]
 [  3.96277048e-02   5.88944167e-05   1.04137580e-05   1.35250230e-05
    1.10732959e-04   9.23849940e-01   1.91712214e-04   1.31627123e-04
    3.58135737e-02   1.91977146e-04]
 [  1.50829537e-05   2.68306394e-05   3.64758889e-03   1.00851699e-03
    8.21157813e-01   2.71429494e-03   9.50276759e-03   3.73403367e-04
    9.15239677e-02   7.00297505e-02]
 [  7.68080281e-05   7.47903759e-05   9.97881114e-01   1.45723077e-03
    1.00245124e-05   3.21211269e-06   4.27341729e-04   2.36831329e-05
    4.06423133e-05   5.23343078e-06]
 [  2.58233977e-05   2.05039807e-08   4.74677449e-07   3.02986777e-03
    1.11461100e-06   9.96663392e-01   1.21225264e-06   1.36824310e-04
    1.21704492e-04   1.96049423e-05]
 [  4.29863372e-04   9.02349770e-01   5.54779917e-03   1.05061941e-02
    4.21755336e-04   8.93731019e-04   1.59823700e-04   4.90226038e-02
    2.28350013e-02   7.83344265e-03]
 [  4.45536163e-04   8.67549097e-05   4.01525933e-04   1.81972496e-02
    1.47963045e-04   9.72942472e-01   4.90775285e-03   2.02240153e-06
    2.68264324e-03   1.86180550e-04]
 [  2.54115649e-02   3.99526069e-03   5.79074144e-01   6.36074990e-02
    3.40968872e-05   6.43684156e-03   8.17659125e-02   1.29530338e-06
    2.39645481e-01   2.78916905e-05]
 [  9.97506082e-01   2.19516281e-08   4.50186722e-04   5.41558293e-05
    1.14723241e-06   1.04231469e-03   5.31266560e-04   1.60633954e-05
    2.32544786e-04   1.66212063e-04]
 [  3.67666325e-05   7.38302537e-04   8.86703900e-04   7.94205070e-03
    2.85425168e-02   3.98375141e-03   1.92322586e-05   1.56040769e-02
    9.27409455e-02   8.49505603e-01]
 [  1.00126257e-03   9.21996474e-01   4.24467726e-03   2.13627517e-02
    2.96877930e-03   3.08061182e-03   3.70267080e-03   1.51970284e-02
    2.14175433e-02   5.02827484e-03]
 [  2.24514748e-03   6.43796884e-05   9.92404997e-01   3.30930529e-03
    6.84279221e-05   1.06969565e-05   4.08220076e-04   8.74453108e-05
    1.25812658e-03   1.43272278e-04]
 [  9.28816444e-05   3.26553550e-06   6.84907520e-03   8.86135751e-07
    9.71784949e-01   2.91173365e-05   7.10130669e-03   2.35504442e-04
    2.93955818e-04   1.36091309e-02]
 [  3.04355868e-04   3.30138938e-08   1.33822496e-05   2.38549488e-04
    1.17680884e-06   9.99176443e-01   7.65293589e-06   1.47256913e-04
    7.26594662e-05   3.86207394e-05]
 [  1.49116758e-07   1.40185785e-09   1.67575593e-07   1.93489491e-08
    9.98317361e-01   2.97117845e-06   2.89990271e-06   2.68808762e-05
    3.60811864e-05   1.61354966e-03]
 [  1.92843843e-04   3.54750082e-05   2.83806445e-03   3.56130255e-03
    4.42723035e-07   2.36447624e-04   1.21335222e-06   1.54328719e-03
    9.91249561e-01   3.41335748e-04]
 [  3.13803464e-01   4.74714412e-04   8.67039189e-02   2.41969436e-01
    2.72996054e-04   2.21018896e-01   7.93524534e-02   2.34511457e-02
    3.26715298e-02   2.81429093e-04]
 [  1.72944863e-06   1.34541085e-02   4.54489747e-03   7.30666444e-02
    4.51324414e-03   5.78559656e-03   1.71829364e-03   3.03348905e-04
    8.96516502e-01   9.56914082e-05]
 [  3.36531957e-04   6.63737001e-06   5.83466726e-06   1.57571794e-03
    5.75936565e-06   5.93315326e-02   2.81605230e-06   1.30990875e-05
    9.38622892e-01   9.91297129e-05]
 [  3.47703171e-05   9.92253006e-01   5.94041601e-04   1.29653572e-03
    1.48164094e-04   6.23906555e-04   8.85815185e-04   7.17989169e-04
    1.90310797e-03   1.54257484e-03]
 [  4.77031381e-06   2.68821805e-05   1.11365749e-04   7.28262297e-04
    9.14141119e-01   1.49399019e-03   5.97947219e-05   2.14758446e-03
    6.26672013e-03   7.50194192e-02]
 [  2.97437400e-05   1.56339092e-06   9.99188602e-01   3.76500975e-05
    8.71263666e-08   5.37824817e-05   6.93111724e-05   2.06716839e-04
    4.07927670e-04   4.50627067e-06]
 [  1.31099378e-05   9.81063962e-01   2.04655342e-03   6.09379541e-03
    7.34244168e-05   1.67982027e-04   1.54018198e-04   7.00234016e-03
    2.07758462e-03   1.30732870e-03]
 [  3.84412799e-03   5.65834712e-09   1.37505986e-05   1.19404227e-03
    7.67293204e-06   9.92804110e-01   5.05335775e-05   6.59902871e-05
    1.78032974e-03   2.39256522e-04]
 [  9.99898076e-01   4.53295604e-12   3.94144735e-07   4.07002926e-06
    2.82292456e-09   8.99733423e-05   1.17516187e-07   6.81326082e-06
    6.33529851e-08   4.75013735e-07]
 [  6.22954176e-05   9.79561508e-01   3.03491740e-03   7.21108820e-03
    6.63349172e-04   9.36700148e-04   1.35045836e-03   4.67023859e-03
    1.25052710e-03   1.25888269e-03]
 [  2.37980203e-04   9.84006226e-01   1.99414021e-03   5.66189503e-03
    3.51325085e-04   3.95804091e-04   7.67056248e-04   3.02159437e-03
    2.90581654e-03   6.58191100e-04]
 [  1.34163192e-02   4.41430348e-05   1.47526835e-05   7.23308790e-03
    1.01525060e-04   4.35073525e-01   7.80801474e-06   4.82443005e-01
    1.68986786e-02   4.47671488e-02]
 [  8.12366864e-07   1.34627536e-08   2.63576258e-05   9.99753773e-01
    4.60822158e-10   2.04063545e-04   1.23404815e-08   1.86050715e-06
    1.20468421e-05   1.07096912e-06]
 [  1.68634593e-04   4.76941841e-06   1.12888585e-04   7.18717289e-04
    3.76425218e-04   2.91470496e-04   2.04942444e-06   6.71025336e-01
    6.12036267e-04   3.26687634e-01]
 [  9.51772308e-05   5.54291299e-04   1.32838672e-03   3.41128143e-05
    1.87691898e-04   2.92843237e-04   9.97296870e-01   2.89839306e-07
    2.07409554e-04   2.92070376e-06]
 [  2.35347936e-04   5.80673106e-03   3.60520091e-04   4.96354466e-03
    1.18239527e-03   4.81359754e-03   3.69350368e-04   1.14641637e-02
    1.27970412e-01   8.42833936e-01]
 [  1.24194007e-03   1.33003268e-04   2.53860070e-03   8.53100151e-04
    7.64956102e-02   1.19828177e-03   6.51225273e-04   9.65497196e-02
    7.89718889e-03   8.12441349e-01]
 [  4.64928585e-09   1.13175647e-05   9.99965549e-01   1.65386027e-05
    2.28154540e-09   5.45731140e-08   1.76099752e-06   7.33770289e-09
    4.77869116e-06   1.28086819e-10]
 [  9.84679163e-01   3.05594000e-07   4.38548217e-04   5.65830478e-03
    3.33442836e-06   6.13351725e-03   5.70741286e-05   9.83956197e-05
    1.85305922e-04   2.74600228e-03]
 [  1.11496009e-01   1.03782113e-04   6.81343197e-04   7.60986924e-01
    2.39391211e-05   9.65636075e-02   6.15681665e-06   1.56364162e-02
    1.48324971e-03   1.30186034e-02]
 [  1.06847510e-05   9.60374951e-01   1.26325467e-04   1.01430779e-02
    7.92478168e-05   7.36486109e-04   6.86237618e-05   1.68766722e-03
    2.53190100e-02   1.45405217e-03]
 [  5.30051148e-06   8.38989877e-07   7.06599803e-06   3.00968477e-05
    9.93039429e-01   1.56750088e-04   1.12094713e-05   3.36479337e-04
    9.98761534e-05   6.31289463e-03]
 [  9.99821246e-01   6.05481507e-12   1.67143207e-06   6.86120802e-06
    2.12214180e-09   1.67754028e-04   2.26324147e-07   9.92691866e-08
    1.63047116e-06   4.41056528e-07]
 [  3.83673527e-04   2.75642051e-05   1.76506955e-02   6.19957224e-02
    2.61599626e-02   2.65173032e-03   4.37554882e-05   5.56761771e-02
    6.33068662e-03   8.29080045e-01]
 [  9.97182131e-01   5.39097122e-08   1.04594161e-03   4.22696554e-04
    2.16599517e-07   5.23959519e-04   5.69708354e-05   1.46426983e-05
    6.45806431e-04   1.07557134e-04]
 [  2.54381011e-04   2.77512446e-02   4.75253124e-04   3.19602643e-03
    7.90919363e-01   8.20533559e-03   1.80337243e-02   1.78088853e-03
    1.40671050e-02   1.35316744e-01]
 [  1.30299554e-06   1.81001469e-05   2.67014866e-06   9.76022420e-05
    7.85115242e-01   1.10023015e-04   6.87537977e-05   3.87398689e-03
    6.19576732e-03   2.04516381e-01]
 [  9.06531423e-05   3.40629813e-05   8.55009828e-04   6.72936903e-06
    9.85969543e-01   1.13000290e-03   9.19718109e-03   2.90061813e-04
    3.30964947e-04   2.09582155e-03]
 [  1.41278327e-01   7.40387142e-02   9.10861939e-02   1.14854001e-01
    4.66960575e-03   3.71638536e-02   1.70129120e-01   1.70235243e-02
    3.37546051e-01   1.22105516e-02]
 [  4.00200224e-06   4.45123951e-05   3.68641158e-05   1.53279153e-03
    6.57069981e-01   2.75718607e-03   9.69608518e-05   8.22758395e-03
    1.61070213e-01   1.69159919e-01]
 [  9.99595940e-01   5.64434721e-10   1.21509278e-04   2.07143476e-05
    8.10911160e-09   2.27658107e-04   1.29986702e-05   9.56282474e-06
    6.32325145e-06   5.22218988e-06]
 [  1.40241918e-05   2.37340166e-04   2.60268617e-03   6.73337840e-03
    2.59917715e-06   2.58019900e-05   6.22690735e-08   9.86466110e-01
    1.22192234e-03   2.69603427e-03]
 [  8.89725707e-05   5.07023906e-05   1.02060585e-06   1.02465274e-05
    4.73146414e-04   9.96662378e-01   4.06823128e-05   2.47071694e-05
    2.60971300e-03   3.84654122e-05]
 [  9.76268724e-02   7.20858297e-05   8.56169034e-04   1.27350737e-03
    5.36064152e-03   1.65522210e-02   8.33123505e-01   1.50519860e-04
    4.46851924e-02   2.99251435e-04]
 [  6.72499358e-04   1.83203518e-02   1.57991867e-03   3.07358871e-03
    3.22714128e-04   1.50698461e-02   9.13215160e-01   4.56360658e-06
    4.74784411e-02   2.62880407e-04]
 [  4.10384722e-08   1.78421757e-08   1.58669124e-07   5.68403557e-05
    6.90832962e-07   3.37347342e-06   1.85837110e-11   9.98582721e-01
    1.41441160e-06   1.35480065e-03]
 [  2.20083039e-05   9.91133034e-01   2.77491752e-04   2.31125508e-03
    3.44797627e-05   5.10821992e-05   3.22913620e-05   3.43303732e-03
    2.16513802e-03   5.40136825e-04]]
INFO:tensorflow:probabilities = [[  4.61627424e-05   7.08817561e-06   1.68743858e-03   6.71497673e-06
    1.32324900e-02   6.75858464e-05   9.84862506e-01   1.85957606e-06
    5.26922631e-05   3.53930845e-05]
 [  1.46929888e-04   9.83341157e-01   2.72602891e-03   2.09861039e-03
    7.94535212e-04   7.39205629e-04   8.69238225e-04   3.23330238e-03
    4.90986463e-03   1.14119553e-03]
 [  9.45265114e-01   2.47911203e-06   9.55598429e-03   2.80238893e-02
    1.31655925e-05   6.40144479e-03   1.85565921e-04   6.25071349e-03
    6.91039895e-04   3.61035136e-03]
 [  3.81941616e-04   6.33242482e-04   8.32256570e-04   1.42708086e-04
    1.49486437e-01   3.27368121e-04   1.78116793e-03   4.78760945e-03
    6.55376306e-03   8.35073471e-01]
 [  9.30359056e-06   4.38862189e-04   9.96693850e-01   1.66417367e-03
    8.16104887e-07   6.39368809e-05   1.80926054e-05   3.10122668e-05
    1.07965339e-03   3.34833885e-07]
 [  3.43198590e-05   1.56026799e-05   4.08205824e-06   2.26710417e-05
    9.86801922e-01   4.90675098e-04   4.85164928e-04   9.50360671e-04
    3.86226573e-04   1.08089652e-02]
 [  7.06374354e-04   4.25859558e-04   4.43815487e-04   6.16393983e-04
    9.77019081e-05   1.18710548e-02   6.07314706e-03   4.52858194e-06
    9.79739070e-01   2.20647489e-05]
 [  3.11275915e-04   8.11047300e-07   1.46016018e-05   2.23030522e-01
    1.00652087e-05   7.73472309e-01   5.67256166e-07   5.24337629e-05
    2.82773189e-03   2.79636995e-04]
 [  4.28350089e-04   9.54148650e-01   2.60533206e-03   4.23801225e-03
    2.64253048e-03   4.54791327e-04   1.52303919e-03   2.81990524e-02
    1.81912200e-03   3.94136179e-03]
 [  1.95315871e-02   1.32302303e-05   2.19962355e-02   1.25102950e-02
    9.44600254e-02   1.46752188e-03   8.27800870e-01   1.50847426e-02
    2.52228999e-03   4.61318716e-03]
 [  3.97083204e-05   6.19552587e-09   1.87427213e-05   9.89291251e-01
    4.02852329e-09   1.04831578e-02   3.78763247e-07   5.96771097e-05
    9.99435943e-05   7.21824881e-06]
 [  8.37910548e-03   8.35452259e-01   2.68508447e-03   9.54630505e-03
    2.98139581e-04   1.40845624e-03   7.86847621e-03   2.76572090e-02
    9.99112353e-02   6.79365546e-03]
 [  4.91190804e-08   4.43326309e-04   9.97648418e-01   1.88818853e-03
    1.61900005e-08   1.21116102e-07   6.18806723e-07   3.76518915e-06
    1.54728696e-05   1.94108041e-09]
 [  3.22057575e-04   3.02570432e-01   2.64199059e-02   1.89954694e-02
    9.38935950e-02   2.18396392e-02   5.01875758e-01   4.07832995e-04
    2.58987639e-02   7.77661428e-03]
 [  1.15111579e-04   1.91817048e-06   7.82641800e-05   3.00881293e-05
    3.12944525e-04   1.03513815e-03   7.07668485e-04   5.02034436e-06
    9.97406542e-01   3.07289010e-04]
 [  2.57670064e-03   6.21113722e-05   9.64362323e-01   2.66456809e-02
    3.33597860e-08   1.74152537e-03   3.53711621e-05   4.30597784e-03
    1.49402214e-04   1.20861143e-04]
 [  9.90187168e-01   6.75863774e-08   1.07959531e-04   9.11312236e-04
    2.09795076e-07   8.74462724e-03   2.07561188e-05   7.07935897e-06
    8.96944039e-06   1.18402368e-05]
 [  2.36921711e-04   2.18258447e-05   5.33917211e-02   8.17540102e-04
    1.38361659e-02   1.21732075e-02   9.17349219e-01   2.25037831e-04
    1.78180437e-03   1.66599741e-04]
 [  9.85067800e-06   9.35540080e-01   3.49545921e-03   2.72437390e-02
    1.33100373e-03   1.07471214e-03   9.68313019e-04   3.53328814e-03
    2.46635806e-02   2.13996158e-03]
 [  1.48435749e-04   1.63417117e-05   4.94151072e-06   1.40001392e-03
    4.66298443e-05   9.94355679e-01   1.05657076e-04   1.84791952e-05
    3.81797040e-03   8.59594802e-05]
 [  1.48157582e-01   1.01745580e-04   3.75065580e-02   1.18757725e-01
    2.70088378e-07   3.91865224e-01   3.02367300e-01   3.99689861e-06
    1.23744074e-03   2.06767527e-06]
 [  2.05794396e-03   9.23422992e-01   6.06419379e-03   1.74251422e-02
    1.87242718e-03   6.89685903e-03   6.61129272e-03   6.11490989e-03
    2.17929110e-02   7.74129061e-03]
 [  1.13593484e-03   5.19583002e-04   2.98399042e-04   1.64503157e-01
    1.01257747e-05   7.68276036e-01   5.93319328e-07   3.48737761e-02
    1.28633305e-02   1.75191220e-02]
 [  9.67019260e-01   2.62086644e-07   2.73781619e-03   4.01401892e-03
    1.77588390e-05   1.52632510e-02   1.00369134e-03   6.87637366e-03
    1.64103298e-03   1.42654986e-03]
 [  2.19777413e-03   1.61235657e-04   5.16913075e-04   5.32150036e-04
    1.67383789e-03   3.97032768e-01   1.30807760e-03   1.00081856e-03
    5.94480395e-01   1.09604606e-03]
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    3.86145748e-02   4.68041189e-03]
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    1.21055283e-02   2.81542493e-03]
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    8.68200976e-03   3.11253825e-04]
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    4.55845351e-04   4.62016169e-06]
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    8.88587162e-03   6.61083439e-04]
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    3.30767536e-04   5.72247244e-03   3.20628355e-03   1.10299326e-03
    8.07914417e-03   4.04019200e-04]
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    2.95074977e-04   4.46591452e-02   1.76080750e-04   3.55740227e-02
    8.72823417e-01   1.23963039e-02]
 [  1.23712880e-05   9.73493159e-01   6.44688029e-04   1.86711252e-02
    1.48348464e-03   6.46644563e-04   7.11920147e-04   1.41784106e-03
    1.79262855e-03   1.12615549e-03]
 [  2.06156055e-05   9.54177439e-01   2.53839418e-02   8.71035829e-03
    2.64818344e-04   9.92623609e-05   3.89797543e-03   1.28902233e-04
    7.24977953e-03   6.69179426e-05]
 [  1.43684342e-03   1.21755593e-05   5.85517182e-06   1.96626503e-02
    4.99476919e-05   9.69796419e-01   2.82476976e-05   4.35176480e-04
    5.52765699e-03   3.04512540e-03]
 [  6.63176365e-03   2.13538457e-04   1.28078833e-01   3.30469513e-04
    2.34151948e-02   1.18567264e-02   8.13628614e-01   5.30466168e-05
    1.47395441e-02   1.05225155e-03]
 [  3.23840504e-05   3.21619132e-06   7.76544504e-04   1.55656468e-04
    9.68556285e-01   3.85673251e-04   1.70745974e-04   3.78325349e-04
    4.24820755e-04   2.91163810e-02]
 [  9.72920835e-01   2.35437582e-07   1.08943309e-03   7.26400540e-05
    8.38121679e-03   6.68328605e-04   1.38575900e-02   1.78899209e-03
    1.20965378e-04   1.09989021e-03]
 [  5.78773720e-03   7.68165803e-03   1.29942794e-03   1.43465179e-03
    5.80966147e-03   9.03042197e-01   2.77672452e-03   3.78998322e-03
    6.69322908e-02   1.44578749e-03]
 [  1.05915880e-02   1.51594682e-03   3.55738461e-01   9.98411793e-03
    4.59374577e-01   8.28275830e-03   1.15390643e-01   1.02896737e-02
    4.75818012e-03   2.40740553e-02]]
INFO:tensorflow:global_step/sec: 161.155
INFO:tensorflow:loss = 0.182361, step = 7101
INFO:tensorflow:probabilities = [[  8.34568928e-04   9.67137933e-01   1.10167572e-02   7.27247447e-03
    3.10744566e-04   1.80626381e-03   3.74670653e-03   9.53674607e-04
    6.40133116e-03   5.19484864e-04]
 [  3.24100729e-05   9.90895569e-01   1.01696805e-03   1.11188286e-03
    1.86797770e-04   6.64295294e-05   3.19736253e-04   6.64456224e-04
    5.20294206e-03   5.02980256e-04]
 [  2.37460540e-07   8.16002466e-09   3.01859231e-08   3.42791964e-06
    9.80966091e-01   1.07107826e-05   2.09535614e-07   1.61803822e-04
    8.17070249e-05   1.87755451e-02]
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    1.83359766e-03   8.19844007e-03]
 [  2.41368189e-02   6.79627601e-06   6.17564702e-03   2.14251387e-03
    3.40064429e-03   4.97751869e-04   1.44331294e-04   5.69617003e-02
    1.50350784e-03   9.05030251e-01]
 [  4.76204889e-07   2.62792651e-06   9.99847651e-01   1.18781260e-04
    2.12229803e-10   3.63665322e-07   2.70181990e-05   1.07380282e-09
    3.00734064e-06   7.20593377e-12]
 [  5.52170770e-03   2.91514472e-04   5.50706405e-04   1.06149912e-03
    3.86454421e-03   9.66150880e-01   1.66442543e-02   2.67300115e-04
    4.85328399e-03   7.94289168e-04]
 [  4.63783188e-04   5.16601553e-08   5.35898550e-07   6.36931509e-05
    1.16974013e-06   1.88296079e-04   1.66048792e-07   9.98559773e-01
    3.32535128e-05   6.89332082e-04]
 [  2.45313800e-04   1.38136602e-04   1.09974621e-02   9.61453617e-01
    2.57255961e-05   5.46282763e-03   5.47067611e-04   2.94444873e-03
    1.71201602e-02   1.06526527e-03]
 [  6.78061988e-05   3.25399778e-05   1.40549979e-04   9.95300889e-01
    8.36406070e-06   3.94163560e-03   7.25562495e-06   4.07618154e-06
    4.55382164e-04   4.16846851e-05]
 [  3.13327974e-03   8.16422165e-04   1.39187975e-02   6.01029754e-01
    1.11973600e-03   7.53721446e-02   1.59419386e-03   1.21835612e-04
    3.02361965e-01   5.31930302e-04]
 [  9.28725131e-05   1.09343768e-04   4.52659465e-03   9.00778105e-05
    6.58236351e-03   1.71821375e-04   9.88341033e-01   2.39198448e-06
    4.82057549e-05   3.53154719e-05]
 [  9.99812782e-01   7.04507910e-11   1.12751286e-05   2.62786989e-06
    1.48728529e-09   6.56800912e-05   2.72928503e-07   1.06438274e-05
    9.18225487e-05   4.97083829e-06]
 [  3.49090609e-04   9.41050708e-01   1.65623352e-02   7.42753083e-03
    1.88726513e-03   1.65867305e-03   3.49054020e-03   1.81055926e-02
    7.24858698e-03   2.21956777e-03]
 [  1.62771412e-05   4.73322643e-07   3.31019578e-06   6.05166952e-06
    2.79342694e-05   1.38866671e-05   2.73034519e-08   9.96174932e-01
    8.88312352e-05   3.66824190e-03]
 [  9.92895686e-04   5.33089951e-05   2.69640121e-04   3.46225424e-04
    4.37378505e-04   1.80457544e-03   9.94947433e-01   2.32070875e-06
    1.07206765e-03   7.40440446e-05]
 [  1.77121874e-05   1.31286870e-04   8.56023224e-04   1.03401602e-03
    9.08087313e-01   1.59341597e-03   6.95629104e-04   4.05753759e-04
    1.61034390e-02   7.10754991e-02]
 [  9.88995194e-01   4.05478762e-09   1.21031527e-03   3.08652001e-04
    3.67387344e-07   9.36167594e-03   4.36935770e-05   9.69190660e-06
    5.39153261e-05   1.64632056e-05]
 [  1.62727752e-04   3.68329461e-06   3.88322375e-03   1.09175676e-02
    1.83942704e-03   1.10979803e-01   6.80313562e-04   2.07915917e-04
    8.66166532e-01   5.15887421e-03]
 [  2.91044911e-04   2.15043019e-05   7.83274416e-04   9.90019083e-01
    6.40755673e-07   3.57493432e-03   2.70240730e-06   2.74468539e-03
    2.11778469e-03   4.44413919e-04]
 [  1.57333096e-04   6.30390150e-06   6.24580161e-06   1.78194989e-03
    1.13668102e-05   9.95584309e-01   6.98280986e-04   1.40914960e-08
    1.75278389e-03   1.30985802e-06]]
INFO:tensorflow:probabilities = [[  4.72660395e-05   2.39485689e-06   6.77921623e-02   8.41921501e-05
    9.20558333e-01   9.23281987e-05   6.02763053e-03   1.66358368e-04
    2.23654136e-03   2.99281487e-03]
 [  8.61470297e-04   1.19773438e-03   8.50239582e-03   4.57680821e-01
    1.00068100e-04   4.78225559e-01   1.48933905e-04   2.08228058e-03
    4.10460047e-02   1.01547502e-02]
 [  6.66117179e-04   8.08338809e-05   1.11596324e-01   3.53727315e-04
    5.78366034e-03   2.57542054e-03   8.75157177e-01   7.06680148e-05
    3.46501218e-03   2.51118036e-04]
 [  9.99331594e-01   4.02692490e-10   9.46861564e-06   2.33452301e-04
    4.77297923e-10   4.12865571e-04   5.63979142e-07   1.60889465e-06
    9.42368115e-06   9.07913147e-07]
 [  2.59734802e-02   4.18364664e-07   5.44155137e-06   2.71686178e-04
    4.33788868e-03   2.94519798e-03   5.04304762e-06   6.31280184e-01
    3.87282962e-05   3.35141867e-01]
 [  1.92162275e-04   2.89487361e-05   9.01383290e-04   9.82472897e-01
    3.19988480e-08   1.38982618e-02   5.95691290e-07   3.21096013e-06
    2.49114051e-03   1.14941104e-05]
 [  7.09978922e-04   9.43102777e-01   8.92875995e-03   2.37493999e-02
    7.34419737e-04   1.63713749e-03   2.02808715e-03   8.65700096e-03
    8.43590498e-03   2.01647286e-03]
 [  3.20224672e-06   8.76225749e-05   4.10964014e-03   1.65687606e-03
    1.47617930e-05   9.19208906e-05   2.42283704e-06   9.92830575e-01
    2.75795301e-05   1.17541221e-03]
 [  9.90550280e-01   1.14882698e-06   4.75955167e-04   2.44803843e-03
    7.49110723e-06   1.81492313e-03   4.57286151e-05   1.77200243e-03
    1.72278553e-04   2.71214731e-03]
 [  9.20572698e-01   7.48868842e-08   2.66402029e-03   2.85114133e-04
    1.17296779e-07   7.55883455e-02   7.77948226e-05   3.70487309e-04
    3.99186567e-04   4.20837823e-05]
 [  6.29250062e-05   9.67103004e-01   9.29555483e-03   1.48581788e-02
    2.32566454e-05   1.20226480e-03   5.58573985e-04   1.09823028e-04
    6.62574498e-03   1.60734591e-04]
 [  3.36690433e-03   9.32684779e-01   1.13928504e-02   9.62832011e-03
    2.63797329e-03   8.52481835e-03   1.28971343e-03   1.05639054e-02
    1.82148758e-02   1.69584365e-03]
 [  1.64987035e-02   1.47393607e-07   4.16398747e-04   1.06946763e-03
    8.26340909e-07   9.99723445e-04   4.36435766e-06   9.80311871e-01
    1.48690669e-05   6.83646474e-04]
 [  3.41621251e-03   9.47156489e-01   8.49418342e-03   6.26832712e-03
    3.94777069e-03   1.36538153e-03   1.47913117e-03   4.95450245e-03
    2.20311433e-02   8.86743132e-04]
 [  1.11219345e-03   3.39961424e-03   5.22046387e-02   1.11564167e-03
    1.49753988e-01   3.58050060e-03   7.56023347e-01   8.61352030e-03
    1.61441844e-02   8.05242453e-03]
 [  2.34101753e-04   9.71093774e-01   2.36353464e-03   6.34019356e-03
    7.04423932e-04   4.59966576e-03   2.04696367e-03   1.16814522e-03
    9.55622178e-03   1.89301267e-03]
 [  2.19067937e-04   8.99442554e-01   5.59849152e-03   1.03973513e-02
    5.15585579e-03   8.12863000e-03   1.55451531e-02   1.27235157e-02
    4.11752649e-02   1.61426479e-03]
 [  6.57669315e-03   2.80698296e-05   1.70851678e-01   1.18689367e-03
    3.23007137e-01   2.20723003e-02   4.27616447e-01   2.94852343e-05
    4.59938608e-02   2.63753789e-03]
 [  9.77275431e-01   5.13613804e-06   1.29080210e-02   3.10520001e-04
    5.98982951e-05   7.03302445e-03   6.45618013e-04   2.12396975e-04
    6.05150417e-04   9.44886764e-04]
 [  2.35954139e-05   1.15464537e-07   6.44039892e-06   2.63275933e-06
    9.97410238e-01   1.16017494e-04   1.57667062e-04   1.04234577e-03
    1.95997927e-05   1.22127240e-03]
 [  1.98192120e-05   1.63641489e-05   1.08797853e-04   3.77999163e-06
    6.68741181e-04   1.26946848e-04   9.98892963e-01   6.75906833e-08
    1.53781279e-04   8.79997424e-06]
 [  3.68298824e-05   3.41817141e-01   4.31102723e-01   1.88300312e-01
    9.01696098e-04   5.12238918e-03   1.52519206e-03   1.29493345e-02
    1.78057607e-02   4.38548333e-04]
 [  3.69501184e-04   3.50725750e-04   2.75188452e-03   1.10678746e-04
    4.61219082e-04   8.36571306e-03   1.93819433e-04   3.87604843e-04
    9.85506654e-01   1.50223076e-03]
 [  1.45633167e-04   6.82938145e-03   2.27680127e-03   2.98281875e-03
    8.45556498e-01   8.60571675e-03   5.08570112e-02   3.07426788e-03
    5.41331619e-03   7.42585585e-02]
 [  5.73711873e-07   1.85804515e-06   9.99746501e-01   1.34825867e-04
    2.83220089e-07   3.35163327e-06   1.77669717e-05   6.93019392e-05
    1.77263355e-05   7.97163466e-06]
 [  5.27073210e-03   2.71301851e-05   9.21526432e-01   4.42037219e-03
    1.16068730e-03   2.17499789e-02   4.71356651e-03   3.49282776e-03
    1.00508342e-02   2.75875926e-02]
 [  9.98721644e-03   6.27155146e-07   1.70081342e-03   2.31412632e-04
    2.19413021e-04   1.01075741e-02   9.75866854e-01   1.57694467e-06
    1.84704480e-03   3.74259034e-05]
 [  9.96695280e-01   1.06802167e-08   4.02744445e-06   3.69459623e-04
    6.57026291e-08   2.22553685e-03   3.97888158e-07   4.17432660e-04
    1.85182598e-05   2.69193173e-04]
 [  1.00558810e-02   1.72623785e-07   3.56736055e-05   4.30732434e-05
    2.10649177e-05   8.41034867e-04   9.86291230e-01   2.60655128e-07
    2.69663753e-03   1.49945108e-05]
 [  3.51798415e-01   3.39996279e-03   4.36152130e-01   1.53669655e-01
    2.45619653e-04   5.57678938e-03   1.51670713e-03   1.24542294e-02
    2.44387835e-02   1.07477335e-02]
 [  2.77121057e-04   3.82881588e-03   1.46097943e-01   5.18986676e-03
    2.80954540e-02   4.06939117e-03   7.47822523e-02   2.58599757e-04
    7.33516693e-01   3.88374366e-03]
 [  2.50343788e-07   8.04927652e-07   1.95141956e-06   2.05851509e-04
    9.70440388e-01   8.67190975e-05   2.14733464e-05   9.72358882e-03
    3.87903332e-04   1.91310756e-02]
 [  4.22973935e-05   1.92728627e-03   1.08313583e-01   7.05559552e-02
    1.95637415e-03   3.79677140e-03   4.01865436e-05   2.64129732e-02
    5.92077859e-02   7.27746844e-01]
 [  4.02014179e-04   1.58393625e-04   1.89183112e-02   9.20412783e-03
    8.70373249e-01   4.88606142e-03   1.00673093e-02   7.58183841e-03
    2.40969029e-03   7.59989619e-02]
 [  1.81504161e-04   2.13858031e-04   1.38290599e-03   7.68760510e-05
    9.33747590e-01   1.67725491e-03   2.48542055e-02   1.46952894e-04
    3.01002851e-03   3.47089060e-02]
 [  1.98353220e-07   1.24917108e-06   9.99841332e-01   1.19636345e-04
    3.55227066e-08   7.50023190e-08   2.42677506e-05   2.88939304e-07
    1.28352458e-05   4.87216028e-08]
 [  2.53881700e-03   6.15876517e-04   5.83149970e-01   5.44183329e-03
    3.42393786e-01   3.44997179e-03   2.48803366e-02   4.19558538e-03
    4.41991352e-03   2.89139878e-02]
 [  1.74975376e-05   1.60505515e-05   4.40205768e-04   5.28583678e-06
    3.88267450e-04   5.97508733e-05   9.98925626e-01   3.02874611e-07
    1.40255128e-04   6.69397923e-06]
 [  1.37300352e-02   2.20527392e-04   2.47272402e-02   5.35258674e-04
    5.19404130e-04   7.54805982e-01   1.17422491e-01   2.50011508e-05
    8.74396041e-02   5.74419159e-04]
 [  1.76892411e-06   1.97617901e-05   2.88408701e-05   3.64855281e-04
    1.41395421e-05   8.23363953e-05   2.76807750e-08   9.91509557e-01
    3.96530988e-04   7.58228777e-03]
 [  6.77956632e-05   1.46646080e-05   9.98463869e-01   6.57595578e-04
    2.12324630e-05   2.29013153e-06   5.85307833e-04   1.92968173e-06
    1.76979651e-04   8.44635906e-06]
 [  9.99954581e-01   2.55988897e-09   3.74302817e-06   4.70699632e-07
    1.81444815e-08   2.41729012e-05   3.57225235e-06   9.72170184e-08
    1.30287799e-05   4.06464807e-07]
 [  1.05375475e-04   1.37224284e-04   8.61117423e-01   1.28481695e-02
    6.95407251e-03   3.14074132e-04   1.06138162e-01   3.55756902e-06
    1.23102637e-02   7.16371724e-05]
 [  9.83396173e-03   1.56171689e-06   1.62594265e-03   5.12476399e-05
    2.51010526e-03   6.00884960e-04   6.69025394e-05   1.52472839e-01
    5.05614048e-03   8.27780485e-01]
 [  7.57025741e-03   2.60801869e-04   1.12674445e-01   7.00417534e-03
    6.40203850e-03   1.07210420e-01   7.31158435e-01   8.63820242e-05
    2.69486718e-02   6.84419821e-04]
 [  6.75238823e-07   2.21703467e-05   1.75953741e-04   9.95090246e-01
    1.14273234e-07   9.67619300e-04   6.45076952e-08   1.35018008e-05
    3.72067164e-03   8.85983263e-06]
 [  7.31638400e-04   5.02817011e-06   1.35545861e-02   9.28232431e-01
    1.27384665e-05   1.67294443e-02   8.27044278e-06   9.41580583e-06
    4.07077186e-02   8.77159255e-06]
 [  6.89741177e-03   1.24996250e-05   4.47986473e-04   4.63706106e-02
    7.98189722e-04   8.83457005e-01   6.62292005e-04   5.48625423e-04
    4.67548855e-02   1.40505778e-02]
 [  7.08057269e-05   4.07639891e-06   2.42164228e-04   1.54610643e-05
    9.97940242e-01   2.42376569e-04   2.35831903e-04   1.69736377e-04
    1.23370715e-04   9.56014614e-04]
 [  1.11120555e-03   1.68625920e-04   3.38240177e-04   2.54217215e-04
    7.70348251e-01   7.09699318e-02   2.70355009e-02   2.39827065e-03
    6.76064789e-02   5.97691759e-02]
 [  2.84455073e-05   2.54866946e-03   2.84082163e-03   9.67953265e-01
    1.02039368e-04   3.02574830e-03   1.64174722e-04   5.97558064e-05
    2.30114330e-02   2.65611627e-04]
 [  9.94813085e-01   2.48578713e-09   7.68757855e-06   7.71100982e-04
    1.02030953e-08   3.05445679e-03   8.27427448e-06   1.28506706e-03
    4.51529449e-05   1.52209568e-05]
 [  5.22814284e-04   5.86451870e-06   9.80248224e-05   9.88162696e-01
    3.59042502e-07   1.10545084e-02   6.28953194e-06   3.73774456e-05
    9.68847380e-05   1.52892844e-05]
 [  5.09563601e-04   4.29665121e-08   6.35905963e-07   2.63808197e-05
    2.05462551e-04   2.80745374e-03   5.20429602e-08   9.86705363e-01
    1.68219834e-04   9.57688317e-03]
 [  3.47830326e-04   1.29231312e-05   9.07750436e-05   8.50783545e-04
    3.11539285e-02   9.62236154e-05   4.31457593e-05   1.70719698e-02
    4.81025223e-03   9.45522130e-01]
 [  2.76822175e-05   1.82534932e-04   5.53240316e-05   7.09097134e-04
    5.73964753e-05   1.24037062e-04   3.76351750e-07   9.89060760e-01
    2.32212260e-04   9.55067109e-03]
 [  1.57770846e-04   1.75936858e-03   1.20180065e-03   3.85262631e-03
    8.41207027e-01   1.15459217e-02   9.39030014e-03   3.26714129e-03
    6.52413303e-03   1.21094048e-01]
 [  5.14893094e-03   2.13435146e-06   2.22579802e-05   1.66911224e-03
    2.97064311e-03   1.29460718e-03   5.64954689e-06   8.22935820e-01
    7.04432838e-04   1.65246382e-01]
 [  2.63051305e-04   8.83861408e-02   3.02839652e-03   1.40484953e-02
    1.82266813e-03   8.71517718e-01   1.53374160e-03   1.00256409e-03
    1.80960447e-02   3.01121065e-04]
 [  9.44501895e-04   1.09263379e-02   1.04250699e-01   5.11836819e-02
    1.77434855e-03   9.00259614e-03   1.77883636e-02   1.05429639e-03
    8.00368965e-01   2.70626042e-03]
 [  1.04579015e-03   1.55659181e-05   4.73664568e-06   1.10159104e-03
    1.03182718e-02   1.75182130e-02   3.22163833e-05   8.92416120e-01
    3.35754565e-04   7.72117376e-02]
 [  3.30993288e-07   3.24741313e-06   1.20246921e-06   6.60500291e-06
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    1.12331218e-05   5.70470467e-04   1.19802149e-04   3.23597669e-05
    9.89228368e-01   3.14032550e-05]
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    8.99124861e-05   1.48804907e-06]
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    1.74217485e-03   6.83770213e-06]
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    3.16257676e-04   2.58412515e-03   2.10421230e-03   3.08757219e-02
    4.34959501e-01   5.29573811e-03]
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    5.40711881e-06   2.25709267e-02   1.94679360e-05   1.06515537e-04
    1.74284948e-03   1.52968831e-04]
 [  3.62381194e-04   6.00595013e-05   6.28069101e-05   1.72878592e-03
    7.83245042e-02   6.00410043e-04   4.73065738e-05   1.96826518e-01
    9.33467411e-04   7.21053720e-01]
 [  6.45451597e-04   5.10209029e-05   1.86118449e-03   1.22783543e-03
    6.01901666e-05   8.10361840e-03   4.62920871e-05   2.50795245e-04
    9.86473680e-01   1.27987191e-03]
 [  5.64803986e-06   1.58351071e-07   3.28459537e-05   1.15757921e-05
    9.96971726e-01   5.15665397e-06   6.86278436e-05   1.52710214e-04
    3.23000597e-04   2.42856983e-03]
 [  1.88652702e-04   8.94255390e-06   1.61237294e-05   2.98802188e-04
    3.57381097e-04   8.98541391e-01   4.81430361e-05   9.16174322e-04
    9.84539837e-02   1.17058284e-03]
 [  2.53899861e-03   8.93662727e-05   2.64844671e-03   1.91628540e-04
    8.49907054e-04   3.79734524e-02   1.03684945e-03   1.37567811e-03
    9.43645895e-01   9.64979175e-03]
 [  3.17179729e-05   1.21394856e-04   4.56143753e-05   3.18982959e-04
    4.53335451e-06   4.02203150e-05   1.37894929e-07   9.84180331e-01
    4.78740112e-04   1.47782909e-02]]
INFO:tensorflow:global_step/sec: 163.34
INFO:tensorflow:loss = 0.266641, step = 7201
INFO:tensorflow:probabilities = [[  1.43967472e-05   2.78350152e-02   1.09493919e-02   1.30043728e-02
    4.04970313e-04   4.75778914e-04   1.37834531e-05   8.92635286e-01
    4.38774899e-02   1.07895005e-02]
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    6.67547738e-06   1.46368609e-06]
 [  3.14241217e-04   1.25663646e-04   4.18156654e-01   1.85401872e-01
    2.84295471e-04   2.69978587e-03   4.04731650e-03   3.74589261e-04
    3.85628998e-01   2.96659721e-03]
 [  7.96907872e-04   4.79003880e-03   3.54164164e-04   3.70982016e-04
    7.91074272e-05   2.71231085e-02   2.32139975e-03   8.03507428e-05
    9.63866055e-01   2.17804205e-04]
 [  4.62461682e-03   4.30844761e-02   1.97102111e-02   2.47998498e-02
    1.18039967e-03   1.88344494e-02   5.84853720e-03   1.18106464e-02
    8.51377249e-01   1.87296011e-02]
 [  8.10233701e-04   1.32581666e-02   4.85722907e-02   1.00494742e-01
    1.72174571e-03   7.09721819e-02   7.98142049e-03   4.50358930e-04
    7.51696765e-01   4.04209178e-03]
 [  1.84601173e-03   3.03169042e-02   1.34147601e-02   1.89472828e-02
    2.43609712e-01   3.70392413e-03   6.29335083e-03   8.29675719e-02
    2.14831680e-02   5.77417314e-01]
 [  2.37348885e-03   2.62620074e-06   9.34096461e-04   9.08613503e-02
    9.16367480e-06   8.95340204e-01   1.05638595e-04   8.83912144e-05
    1.01659447e-02   1.19042670e-04]
 [  4.92865569e-04   3.21495673e-03   1.62067998e-04   1.29209971e-03
    7.78154994e-04   3.96429701e-03   1.33230697e-05   9.50674891e-01
    6.83239195e-03   3.25748734e-02]
 [  1.53021293e-03   1.65698882e-02   1.99315487e-03   3.05846636e-03
    8.83335073e-04   7.42255058e-03   4.54479537e-04   1.72878453e-03
    9.64605093e-01   1.75405294e-03]
 [  1.31835535e-04   1.21279425e-06   1.86351215e-04   3.72048635e-05
    9.68480051e-01   2.34010673e-04   3.76176933e-04   2.13679610e-04
    1.75184337e-04   3.01643517e-02]
 [  1.78523513e-03   7.84146541e-05   9.70044255e-01   7.24685378e-03
    4.07091575e-05   2.51105591e-03   1.54572194e-02   9.77944978e-07
    2.83367629e-03   1.64752487e-06]
 [  2.30377130e-02   5.01862355e-03   6.96523674e-03   5.60902320e-02
    1.10480655e-02   7.87858546e-01   7.34699331e-03   4.69690263e-02
    3.24720517e-02   2.31935121e-02]
 [  1.18848540e-04   5.44349896e-03   1.19618626e-05   7.78202340e-03
    1.17146038e-02   9.68904607e-03   1.91877498e-05   2.67814975e-02
    1.33003173e-02   9.25139010e-01]
 [  1.35441383e-04   1.45647218e-05   8.95659032e-04   1.15242256e-05
    9.68138814e-01   2.44094132e-04   2.96206735e-02   2.32396153e-04
    3.25383880e-04   3.81594495e-04]
 [  5.51149510e-02   1.58321505e-04   2.92952103e-03   2.71785837e-02
    1.29265332e-04   1.94488153e-01   8.87717959e-03   3.15951038e-05
    7.10919797e-01   1.72626096e-04]
 [  1.10804889e-04   3.54397628e-07   1.80629839e-04   2.21551522e-06
    2.93615485e-05   3.62887768e-05   9.99625087e-01   5.21879917e-09
    1.48318513e-05   4.32156384e-07]
 [  1.38361473e-03   4.17862248e-06   1.34608786e-06   2.11449893e-04
    1.15137722e-03   6.37810444e-04   4.58883960e-07   9.58646536e-01
    1.10907953e-04   3.78523953e-02]
 [  5.77317667e-04   2.27331038e-04   9.03506079e-05   2.02292504e-04
    6.07236475e-03   8.87933595e-04   2.80517379e-05   5.12202457e-03
    1.05472440e-02   9.76245165e-01]
 [  2.30928534e-04   2.46194249e-04   4.98284993e-04   2.38612690e-03
    3.28086375e-04   1.59501086e-03   9.85553563e-01   9.84013604e-06
    9.05505382e-03   9.67933665e-05]
 [  1.87639613e-04   3.48685135e-04   1.20625271e-04   2.15613050e-03
    1.13556199e-01   2.56227353e-03   2.76791805e-04   1.11632403e-02
    9.40618385e-03   8.60222161e-01]
 [  2.08705882e-04   4.90592467e-03   1.61053322e-04   6.72350777e-03
    3.86314422e-01   1.21463621e-02   7.21190881e-04   3.28288786e-03
    1.07148904e-02   5.74820995e-01]
 [  4.64927079e-03   6.62475713e-06   1.84929979e-06   1.91403633e-05
    3.58583493e-05   9.82235551e-01   2.13340056e-04   9.16220961e-05
    1.24850022e-02   2.61801586e-04]
 [  2.47325189e-03   1.06290039e-02   6.24245359e-03   1.39896885e-01
    9.80470330e-04   7.74403453e-01   4.15099673e-02   7.73982902e-04
    1.90571044e-02   4.03344352e-03]
 [  2.34191742e-04   1.56120890e-07   2.14248635e-02   1.95941902e-06
    7.32050696e-03   1.57881386e-05   9.70517874e-01   8.23504706e-06
    2.50325247e-04   2.26031203e-04]
 [  1.67004368e-03   1.16797557e-04   6.63539290e-01   4.28461516e-03
    1.80640951e-01   2.50315014e-03   2.24506930e-02   5.53131066e-02
    1.47604477e-03   6.80053383e-02]
 [  1.47588435e-03   5.81310305e-04   8.72979779e-03   2.49156699e-04
    6.30007312e-03   7.31164636e-03   2.12943610e-02   3.19932966e-04
    9.47252870e-01   6.48501329e-03]
 [  3.13555414e-04   9.79973018e-01   2.49970774e-03   8.73917434e-03
    4.24357015e-04   6.79247081e-04   2.13190122e-03   2.30166083e-03
    2.34713196e-03   5.90207055e-04]
 [  5.88535913e-04   5.40427922e-04   8.54855478e-01   1.26719922e-01
    2.62443268e-06   1.53923436e-04   1.73827910e-04   1.62451137e-02
    6.81916834e-04   3.81816499e-05]
 [  1.22614443e-01   6.20651990e-04   1.76808063e-03   3.36086527e-02
    1.05486341e-01   2.30952635e-01   9.18501318e-02   3.12592059e-01
    7.44978851e-03   9.30571631e-02]
 [  3.25693009e-06   9.00516852e-08   5.05585449e-05   5.44280908e-07
    9.98693526e-01   8.04538577e-05   5.98422776e-04   7.97541798e-05
    2.49185832e-04   2.44173512e-04]
 [  9.99916434e-01   2.22332666e-10   9.24843619e-07   2.56219579e-08
    1.17502419e-09   7.79436232e-05   8.00708449e-07   1.46253541e-07
    3.53200198e-06   8.30483984e-08]
 [  6.94706046e-04   8.99732485e-03   3.54359597e-02   9.49382335e-02
    7.82883217e-05   4.05359868e-04   2.02402839e-06   8.38430703e-01
    7.70445261e-03   1.33130020e-02]
 [  9.28530355e-08   5.50634631e-08   1.03336596e-07   1.55273447e-05
    2.92883051e-08   7.61716194e-07   1.60540921e-11   9.99221563e-01
    2.85466967e-06   7.59001705e-04]
 [  1.01573579e-02   4.08166461e-03   7.17521012e-02   1.76075455e-02
    6.51409803e-03   3.00901860e-01   4.35464323e-01   1.29517226e-03
    1.50585651e-01   1.64019095e-03]
 [  4.34785150e-04   1.49900699e-03   1.74050525e-04   9.52458940e-03
    5.19592362e-03   6.93358341e-03   1.68135812e-04   1.37893885e-01
    2.51559969e-02   8.13019991e-01]
 [  9.27761357e-06   3.29649629e-04   1.35618169e-03   4.95359636e-05
    1.14267005e-03   7.63256467e-05   9.96501088e-01   5.44361455e-06
    4.82784846e-04   4.70512605e-05]
 [  1.06565050e-04   9.84484434e-01   3.90744070e-03   2.38136854e-03
    1.86202407e-04   1.43116957e-03   1.32957927e-03   7.00900040e-04
    5.17155696e-03   3.00623622e-04]
 [  1.87969767e-04   3.46095294e-05   1.61140561e-02   1.22464128e-01
    1.03988668e-06   8.33012513e-04   2.50604194e-06   9.71491900e-05
    8.60183835e-01   8.17169057e-05]
 [  2.40204405e-04   5.89058400e-05   9.54098505e-05   2.74400256e-04
    5.60924127e-05   1.11471192e-04   1.68462600e-06   9.08748746e-01
    2.13538326e-04   9.01995897e-02]
 [  1.07180022e-04   2.00731156e-04   2.38560417e-04   9.59919512e-01
    1.70795356e-05   2.48045754e-02   9.20653804e-07   6.58017537e-03
    3.95334559e-03   4.17793123e-03]
 [  2.14645715e-05   8.01277816e-01   4.92749561e-04   3.42774298e-03
    4.28172573e-03   3.25656682e-03   1.32164045e-04   1.13574333e-01
    2.42372323e-02   4.92980257e-02]
 [  6.28419048e-06   2.54699495e-04   9.88366155e-05   1.18881326e-05
    9.73211110e-01   3.15228332e-04   1.10467039e-02   3.48946109e-04
    5.63592557e-03   9.07029491e-03]
 [  3.28413304e-03   2.71470890e-06   8.67693889e-05   3.85299511e-03
    5.24713596e-06   9.55702186e-01   1.02295497e-04   4.84066459e-06
    3.68561782e-02   1.02754457e-04]
 [  1.53105613e-03   1.70491147e-03   1.22381386e-03   2.86384858e-02
    1.46327615e-01   1.77021343e-02   9.28435882e-04   3.33322510e-02
    1.88828837e-02   7.49728441e-01]
 [  8.74603093e-01   3.17473023e-05   6.50982931e-02   9.16311331e-03
    1.79320512e-06   3.00472919e-02   2.00308636e-02   1.70248255e-04
    8.22560163e-04   3.10476535e-05]
 [  4.17050978e-05   2.86698264e-06   2.66567688e-03   1.37108599e-03
    3.69548547e-06   2.95897509e-04   3.49428919e-05   4.07734206e-06
    9.95493054e-01   8.70450749e-05]
 [  4.26471146e-04   9.45929860e-05   1.26150378e-04   2.40048394e-03
    1.65463355e-03   1.02862401e-03   1.43469297e-05   9.05585587e-01
    2.95833626e-04   8.83732811e-02]
 [  3.44427448e-04   2.99274143e-05   6.74554962e-04   2.75227730e-03
    4.47482944e-06   1.53286094e-02   1.12206935e-05   4.20234619e-06
    9.80828464e-01   2.18953628e-05]
 [  2.40762474e-05   4.26398183e-04   2.76019983e-03   9.77452993e-01
    9.41122153e-07   6.48305984e-03   4.50011794e-06   2.25196745e-05
    1.27976872e-02   2.77816052e-05]
 [  9.81268585e-01   8.35150527e-09   9.55891883e-05   3.47971327e-05
    1.01319230e-07   1.81659032e-02   1.23215345e-04   6.99377142e-06
    3.01266002e-04   3.65696974e-06]
 [  2.42487295e-03   3.21806129e-03   2.57582194e-03   1.54062852e-01
    1.27006159e-03   8.14373851e-01   1.34265488e-02   6.29324422e-05
    7.15159532e-03   1.43344409e-03]
 [  8.04582839e-07   1.94296717e-05   3.21563639e-05   1.74643495e-03
    1.10244366e-06   1.27312305e-04   1.28728157e-08   9.96960461e-01
    9.15853889e-05   1.02065864e-03]
 [  1.06014335e-03   1.80296917e-02   5.94059296e-04   2.43765418e-03
    1.02529684e-02   9.27072950e-03   9.14224540e-04   7.06123292e-01
    3.03422194e-02   2.20974937e-01]
 [  1.54222289e-05   1.03355942e-05   9.99720395e-01   1.29630062e-04
    3.72155178e-08   4.84084785e-06   2.57013962e-05   3.38782520e-05
    5.89635893e-05   6.66416554e-07]
 [  1.12752581e-03   1.84257424e-05   2.28732519e-04   9.43497010e-03
    9.40485188e-05   5.88655472e-04   5.08897347e-06   8.19275454e-02
    8.64490569e-02   8.20125997e-01]
 [  1.62210508e-05   1.64620513e-08   1.62243467e-07   4.27538980e-05
    3.61577513e-05   7.78582580e-06   4.99602777e-08   9.99586999e-01
    4.30761293e-06   3.05537396e-04]
 [  8.50591750e-04   5.31363964e-01   5.30667901e-02   8.19599908e-03
    7.13586360e-02   7.15052197e-03   3.03647965e-01   5.15322143e-04
    1.90329440e-02   4.81718453e-03]
 [  1.56411134e-05   1.96639630e-05   1.95550747e-04   2.18793843e-03
    2.01319709e-01   5.82033885e-04   1.33126259e-05   5.79707278e-03
    1.34421419e-03   7.88524866e-01]
 [  2.07808152e-05   1.03440925e-05   1.78057374e-03   9.93367750e-04
    1.92858502e-02   8.92818498e-04   2.13446656e-05   1.35641182e-02
    1.25541887e-03   9.62175429e-01]
 [  9.76206444e-04   1.26382930e-03   2.86895828e-03   9.15111244e-01
    1.98903334e-04   5.01807556e-02   8.48616492e-06   1.12063605e-02
    1.28970586e-03   1.68956146e-02]
 [  5.78925072e-04   5.95926754e-02   8.69109109e-02   3.68776560e-01
    1.91987993e-03   5.15397973e-02   7.02797016e-03   2.69227638e-03
    4.20656979e-01   3.04018380e-04]]
INFO:tensorflow:probabilities = [[  8.39467430e-06   1.61439366e-05   1.05246843e-03   9.97333288e-01
    2.73400360e-07   2.67521449e-04   7.15794783e-08   1.90096744e-05
    1.19332934e-03   1.09551285e-04]
 [  1.99898022e-06   3.24003622e-06   9.97945011e-01   1.88716908e-03
    9.12698340e-07   5.15374666e-07   1.42960736e-04   2.65896489e-07
    1.73998124e-05   6.18438378e-07]
 [  9.34319913e-01   3.37003655e-07   4.95818022e-05   1.08509688e-02
    4.14122127e-07   4.73035052e-02   2.27932014e-05   1.70176299e-05
    7.39036268e-03   4.50745392e-05]
 [  3.58952582e-03   1.21137435e-02   1.93837902e-03   3.81696736e-04
    2.10894705e-05   2.61539302e-04   2.94891797e-04   8.55864841e-04
    9.76976931e-01   3.56638595e-03]
 [  1.21601872e-04   8.39841436e-04   9.79827046e-01   4.16766107e-03
    1.54654998e-07   1.93207998e-05   8.66159553e-06   4.90139391e-05
    1.49646262e-02   2.05838069e-06]
 [  2.22351915e-07   1.03565343e-08   5.13724217e-07   3.62634580e-08
    9.99727905e-01   1.63796703e-05   3.04598052e-05   1.67911803e-05
    3.72594623e-05   1.70329178e-04]
 [  7.96166023e-06   2.44658045e-03   2.58543738e-03   9.87426758e-01
    2.11614257e-04   2.81918910e-03   4.33509413e-05   1.30539847e-04
    4.24522767e-03   8.33036393e-05]
 [  7.52213004e-04   9.33465362e-01   1.12715047e-02   7.77445780e-03
    1.45575544e-03   1.92358578e-03   2.61060195e-03   1.75923556e-02
    1.49881681e-02   8.16599745e-03]
 [  4.11010551e-05   4.43060329e-04   9.48002416e-05   3.37615231e-04
    6.22323478e-06   1.49233339e-04   7.69974804e-07   9.88587260e-01
    4.27158666e-04   9.91267338e-03]
 [  4.98280337e-04   5.37988497e-04   3.53297597e-04   3.01669672e-04
    2.64776427e-05   1.64527576e-02   3.34690732e-04   8.03465300e-05
    9.81032848e-01   3.81594524e-04]
 [  3.95618481e-05   1.76738267e-05   2.59107142e-03   9.96577799e-01
    1.21269773e-06   6.77999808e-04   3.89681327e-06   9.48938862e-07
    8.91370801e-05   6.60571516e-07]
 [  4.35694633e-03   1.22585589e-05   3.16946331e-04   1.85501878e-04
    1.73146051e-04   9.85897243e-01   7.90555589e-03   4.38889265e-06
    1.09469926e-03   5.34392711e-05]
 [  2.32990758e-04   4.21296903e-07   1.36185670e-04   5.98296989e-04
    3.87822930e-03   4.01752302e-04   1.54919981e-05   2.62604784e-02
    4.75475710e-04   9.68000710e-01]
 [  1.46445163e-05   1.41321505e-06   2.48293090e-05   8.47798765e-06
    9.96978879e-01   7.61065865e-04   7.23095261e-04   8.23582523e-04
    2.62573612e-05   6.37795951e-04]
 [  1.07661961e-02   1.31407496e-05   8.73524416e-03   8.25434644e-03
    8.37538333e-04   2.68786564e-03   4.58108867e-03   1.52153822e-04
    9.63067651e-01   9.04748915e-04]
 [  6.42232771e-05   6.22465814e-06   9.99533653e-01   1.78723232e-04
    2.42379855e-07   4.47706543e-06   3.73127227e-06   2.04562548e-06
    2.00606737e-04   6.08763003e-06]
 [  2.92231189e-03   6.04917034e-07   3.49183665e-06   9.29524394e-05
    9.81711200e-04   1.19455894e-02   1.85159502e-06   9.48930383e-01
    5.12230035e-04   3.46089192e-02]
 [  7.05258062e-05   9.56875265e-01   5.55102387e-03   2.41915649e-03
    1.83859098e-04   1.09222985e-03   5.59716532e-03   3.92990216e-04
    2.75891256e-02   2.28675213e-04]
 [  5.09710517e-04   9.55392480e-01   9.10083856e-03   3.93808959e-03
    2.74957973e-04   1.20748777e-03   2.22335989e-03   2.46832380e-03
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    1.18945271e-03   1.06490363e-04]
 [  9.01226536e-04   9.70869005e-01   3.43516399e-03   3.24354926e-03
    2.15404411e-03   1.31420325e-04   3.08327319e-04   1.00542251e-02
    4.33410471e-03   4.56883153e-03]]
INFO:tensorflow:global_step/sec: 161.223
INFO:tensorflow:loss = 0.243068, step = 7301
INFO:tensorflow:probabilities = [[  2.22998315e-05   1.09220946e-06   7.31920809e-05   4.79547380e-05
    9.40556407e-01   1.88482692e-03   3.33364587e-04   1.22546498e-03
    6.77871867e-04   5.51775992e-02]
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    2.83290410e-05   9.45368350e-01   5.69447220e-05   8.21896654e-04
    4.18631397e-02   8.92529381e-04]
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    2.98801228e-06   3.09283321e-04   2.06824158e-08   9.98548806e-01
    1.74042143e-05   1.04846386e-03]
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    8.04799129e-05   5.43765068e-01   5.98212879e-04   1.18381833e-03
    2.10371222e-02   1.68461876e-03]
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    2.50008656e-03   6.46796179e-05]
 [  9.99899030e-01   4.24232108e-11   2.87393086e-05   1.50472161e-07
    1.68823941e-10   4.03045715e-06   6.74706534e-05   5.77553227e-10
    5.50418463e-07   6.34193853e-09]
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    3.55180469e-04   5.40882982e-02   2.93564727e-03   2.76440918e-03
    8.84088933e-01   3.84414522e-03]
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    4.75257286e-04   1.19934836e-02]
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    5.64399215e-06   1.04298259e-08]
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    3.16714589e-03   3.00703949e-04]
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    1.06600709e-02   6.35932758e-03]
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    4.59788889e-01   4.98696390e-05]
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    5.07862598e-04   1.68923303e-04]
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    3.34999204e-05   2.63113575e-03]
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    8.87447447e-02   8.22377406e-05]
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    6.05286739e-04   9.93098319e-01]
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    3.79445322e-04   9.76282835e-01]
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    1.27687948e-02   1.86994206e-03]
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    3.82151492e-02   1.59125309e-03]
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    5.88902384e-02   1.00141522e-02]
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    1.62317683e-05   1.18866435e-03]
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    3.58580723e-02   7.49959424e-02]
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    4.68987729e-08   4.86608769e-07   1.17081952e-11   9.99987006e-01
    1.10660380e-06   9.38931862e-06]
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    4.95319327e-05   9.45621026e-10]
 [  6.62565290e-04   1.52380933e-04   2.79307249e-03   2.67007581e-05
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    5.73099760e-06   5.55710500e-08]
 [  7.91931307e-05   4.56180023e-05   6.11315481e-04   3.19685860e-05
    9.91324782e-01   5.05901582e-04   4.80721518e-03   4.53148736e-04
    2.58306362e-04   1.88239524e-03]
 [  4.50859261e-06   1.37998478e-03   9.97220159e-01   8.09886376e-04
    3.09405841e-05   2.70994569e-05   3.69934191e-04   8.76104059e-06
    1.48444567e-04   2.48810494e-07]
 [  9.86088991e-01   2.64577579e-07   1.35172205e-03   1.32070226e-03
    6.80084713e-06   2.22636457e-03   2.13630294e-04   1.18939010e-04
    2.10146466e-03   6.57109916e-03]
 [  1.41833606e-03   2.11665276e-04   8.29438865e-03   1.09767672e-04
    1.10627804e-03   4.74615321e-02   9.40704167e-01   9.20148125e-07
    6.76326163e-04   1.65546862e-05]
 [  1.12816447e-03   4.05587207e-06   7.39353767e-04   2.57850079e-05
    9.56689119e-01   1.32658600e-03   3.66209866e-03   5.87643962e-03
    7.67026577e-05   3.04715559e-02]
 [  1.66109402e-03   6.12630902e-06   1.93902029e-04   3.96823953e-06
    9.72184658e-01   1.88308733e-03   6.43192150e-04   1.08449748e-02
    3.85028031e-03   8.72869324e-03]
 [  7.04999198e-04   1.39713753e-04   2.21418915e-03   1.27552066e-03
    1.63549077e-04   1.38556713e-03   4.56143744e-06   9.01648819e-01
    3.69989686e-02   5.54639958e-02]
 [  9.96902287e-01   1.64577643e-10   1.62425124e-06   2.95851874e-04
    3.40019429e-10   2.77500739e-03   1.73961805e-08   4.20405695e-06
    5.44223099e-07   2.03903146e-05]
 [  1.36050198e-03   3.98048769e-06   2.16521687e-04   4.85955598e-03
    1.20783773e-06   9.76936281e-01   5.34146512e-03   2.66365959e-07
    1.12788444e-02   1.51726977e-06]
 [  2.75671009e-05   2.30399637e-05   9.38483879e-07   1.51443339e-04
    3.67596954e-01   2.60286557e-04   2.13516159e-06   2.42242916e-03
    7.44631252e-05   6.29440784e-01]
 [  7.39720557e-03   4.97917108e-06   2.39287365e-05   8.09219014e-03
    1.11649257e-04   9.73981082e-01   6.90334593e-04   1.01827072e-05
    8.99527594e-03   6.93024253e-04]
 [  7.04577949e-04   9.40100017e-06   4.08520550e-02   4.95368876e-02
    8.13419232e-04   1.96686201e-03   3.72966548e-04   1.20496901e-03
    8.90830219e-01   1.37086194e-02]
 [  3.24851891e-04   5.98800070e-05   2.70139026e-05   5.37755899e-04
    2.62990664e-03   2.42637587e-03   1.50594524e-05   9.72821176e-01
    3.61984130e-04   2.07959339e-02]
 [  3.26390909e-05   9.91429985e-01   1.06928707e-03   3.69774573e-03
    2.87901785e-04   1.62387834e-04   2.82057386e-04   1.24897028e-03
    7.95407279e-04   9.93561000e-04]
 [  5.94842677e-05   9.78271306e-01   7.71908276e-03   1.39889191e-03
    2.20497182e-04   1.02539343e-04   1.58890663e-03   7.43538840e-04
    9.29276086e-03   6.02890272e-04]
 [  4.11475636e-03   7.24115962e-05   2.89098331e-04   8.78849998e-02
    1.89824623e-05   8.97022665e-01   1.92511579e-04   4.76515532e-04
    8.95556714e-03   9.72612237e-04]
 [  1.23112818e-06   8.88321040e-07   8.95787343e-06   3.11446638e-05
    1.40413418e-02   3.26277514e-05   9.41761868e-07   5.86110284e-04
    5.21757116e-04   9.84775007e-01]
 [  2.38223674e-05   1.06726169e-04   7.97088342e-06   8.97595193e-03
    5.77407889e-03   1.29044443e-01   7.29222375e-05   3.19727720e-03
    7.59284496e-01   9.35123414e-02]
 [  8.33996546e-06   9.71819162e-01   9.80978366e-04   2.48360727e-03
    5.10553690e-03   2.86085345e-03   6.97529409e-03   1.24999729e-04
    9.27650556e-03   3.64687497e-04]
 [  1.87360001e-05   5.98708102e-05   4.48772509e-04   2.46430664e-05
    6.17908780e-04   2.17479188e-04   9.98549998e-01   3.62522684e-07
    4.24167993e-05   1.99240858e-05]
 [  4.70287679e-03   7.58688111e-05   3.88943357e-03   1.74061896e-03
    1.50203938e-02   3.91475530e-03   9.66265738e-01   2.52752689e-05
    1.60394388e-03   2.76108179e-03]
 [  5.69150737e-03   1.97811192e-03   2.94935890e-03   8.94833720e-05
    3.86244454e-03   8.32075905e-03   9.71643329e-01   1.09269631e-05
    5.21050952e-03   2.43644536e-04]
 [  3.88626475e-04   1.41460018e-03   5.45095420e-04   5.05391369e-03
    2.26755481e-04   1.83711555e-02   8.54222337e-04   3.18502454e-04
    9.69669163e-01   3.15802265e-03]]
INFO:tensorflow:probabilities = [[  1.54365125e-07   1.75570312e-06   9.99181688e-01   3.23832064e-04
    3.74824231e-05   7.61031131e-08   4.40429460e-04   1.90072356e-07
    1.38971491e-05   1.81897661e-07]
 [  6.76144846e-05   1.21521725e-05   2.40219924e-06   2.40603287e-04
    4.38550953e-03   9.80905294e-01   3.65638686e-03   1.90899001e-07
    1.03226611e-02   4.07157670e-04]
 [  3.64455045e-04   1.85075457e-08   2.00734939e-06   4.10258981e-05
    6.07971378e-05   4.17281350e-04   7.85284612e-07   9.95648205e-01
    9.79561592e-05   3.36753554e-03]
 [  9.76365030e-01   8.34279348e-08   9.63417627e-03   6.66821375e-03
    9.94495508e-07   6.49050949e-03   3.78502154e-04   1.10845258e-05
    4.48211125e-04   3.17957029e-06]
 [  1.91472991e-05   8.17582713e-06   1.11033616e-04   1.37100951e-05
    9.84308779e-01   6.22178428e-04   4.37244045e-04   6.14567834e-04
    3.65169428e-04   1.35000013e-02]
 [  7.48017046e-04   3.16628139e-04   3.85381980e-04   3.10211704e-04
    9.90782157e-02   1.83234666e-03   2.05163786e-04   4.18952852e-03
    6.21513138e-03   8.86719346e-01]
 [  1.43484838e-04   1.20061253e-04   1.21774726e-01   4.69288183e-03
    5.71356213e-06   8.00028269e-04   3.18950993e-06   8.43381763e-01
    1.08823767e-02   1.81958657e-02]
 [  1.04513264e-03   3.80460347e-06   8.90999672e-07   4.73702166e-05
    3.16773483e-04   7.91980827e-04   2.09539138e-07   9.59806621e-01
    1.67248028e-04   3.78198512e-02]
 [  2.64606206e-03   1.51389277e-05   1.76104289e-02   1.44681733e-04
    4.80457880e-02   1.89793893e-04   3.86021123e-03   2.72960169e-03
    1.28003974e-02   9.11957860e-01]
 [  5.18819377e-07   1.88332724e-05   6.76946249e-04   9.98937428e-01
    6.91594266e-08   5.22788832e-05   5.13458076e-07   2.15323453e-07
    3.11946060e-04   1.18950049e-06]
 [  1.29933346e-06   8.02652266e-06   1.31292079e-04   9.99598920e-01
    3.50918612e-07   1.00688063e-04   1.20205428e-07   9.30180104e-05
    4.04415950e-05   2.58640157e-05]
 [  1.12051976e-06   5.02419698e-06   9.99860287e-01   9.98582182e-05
    1.13973385e-06   7.00704277e-08   2.46875989e-05   4.07900473e-07
    6.86871090e-06   3.10110778e-07]
 [  7.27909855e-06   1.83073662e-05   3.15387500e-04   8.10347483e-05
    1.30494867e-04   1.00470483e-04   9.98654246e-01   2.01555665e-07
    6.90824527e-04   1.65544066e-06]
 [  7.98935362e-05   4.50311333e-01   1.89382173e-02   4.56564873e-01
    3.19651677e-04   1.53283647e-03   7.50916952e-05   3.87450270e-02
    1.96830034e-02   1.37499310e-02]
 [  1.50758764e-02   3.53285606e-04   1.65922916e-03   5.12952395e-02
    8.37453234e-04   8.39465559e-01   8.61378014e-02   1.42269375e-04
    4.26861318e-03   7.64649303e-04]
 [  1.63797475e-02   9.70342080e-04   1.41361239e-03   4.16103518e-04
    3.57701391e-01   6.95095723e-03   2.16928124e-03   6.82442486e-02
    2.87340600e-02   5.17020285e-01]
 [  2.12536384e-06   6.55186227e-07   1.45455182e-03   9.97218013e-01
    1.90432359e-09   5.03915187e-04   3.56289576e-07   5.76630817e-04
    2.42818191e-04   7.76384411e-07]
 [  1.20973209e-05   2.88122442e-06   5.18584624e-03   9.05479919e-06
    5.07901376e-03   7.31121982e-05   9.89572346e-01   1.85113356e-06
    3.72785034e-05   2.64411538e-05]
 [  7.64924195e-03   8.54467682e-04   9.87094864e-02   4.35483575e-01
    2.70570725e-01   8.11275318e-02   1.12043675e-02   4.38385148e-04
    8.64309967e-02   7.53134396e-03]
 [  4.03232480e-05   4.11512665e-05   4.03951817e-05   6.06642107e-06
    9.87194121e-01   2.53450096e-04   2.23523402e-03   4.61968506e-04
    4.70527302e-04   9.25665256e-03]
 [  3.29693779e-04   6.30941440e-06   6.90677436e-04   1.23843147e-05
    2.91015068e-03   1.50832566e-04   9.95303869e-01   1.36970539e-05
    5.56275307e-04   2.62288504e-05]
 [  5.07092429e-03   1.88856415e-04   1.29177356e-02   1.23449890e-02
    4.16888397e-05   7.70407449e-03   1.17060721e-04   3.45945358e-04
    9.60196376e-01   1.07235240e-03]
 [  1.13478731e-04   2.19063422e-05   3.26152571e-04   3.22492386e-04
    9.70675886e-01   1.81071949e-03   4.20067779e-04   6.58815587e-03
    1.10929681e-03   1.86118074e-02]
 [  1.59613410e-04   5.22706505e-05   4.01475299e-05   7.09357701e-05
    9.78354692e-01   1.47216182e-04   8.23850103e-04   1.39456533e-03
    9.26385983e-04   1.80303566e-02]
 [  9.81033206e-01   3.90967216e-06   1.10618235e-03   1.29797801e-04
    2.18013770e-06   7.92696883e-05   1.74293406e-02   4.55602913e-06
    2.03802367e-04   7.56632880e-06]
 [  5.23813011e-04   9.77158785e-01   4.26216563e-03   1.36593543e-03
    7.32482222e-05   5.88075374e-04   1.55165244e-03   3.54350719e-04
    1.38931135e-02   2.29047568e-04]
 [  5.56808256e-04   9.40188420e-06   9.86517780e-03   9.66014266e-01
    7.17532966e-09   3.32676806e-03   4.19866346e-08   4.31489869e-04
    1.96675155e-02   1.28628744e-04]
 [  9.97839152e-07   1.66084567e-06   4.26532870e-06   8.24758354e-06
    1.82017038e-06   8.86908538e-07   1.10060627e-08   9.99712050e-01
    4.88907244e-06   2.65174458e-04]
 [  2.36298820e-06   3.64447333e-04   6.70956075e-01   3.23334187e-01
    6.06851700e-07   2.62491176e-05   2.68286527e-07   4.15702583e-03
    9.49080684e-04   2.09733058e-04]
 [  7.35544609e-06   7.32816034e-06   6.64900972e-06   4.25009330e-06
    9.93659914e-01   5.27356693e-04   6.38542115e-05   1.17750629e-03
    7.07145140e-04   3.83862201e-03]
 [  1.54437521e-06   9.63475823e-01   2.20162701e-03   2.96027064e-02
    1.28366737e-04   4.97753208e-04   1.07524073e-04   2.49992963e-03
    9.72880225e-04   5.11874794e-04]
 [  1.36436602e-05   3.31515257e-05   3.14564700e-03   9.20883656e-01
    1.73269393e-04   2.64320732e-03   2.57919783e-05   1.80486131e-05
    7.18651488e-02   1.19860412e-03]
 [  1.53877223e-02   1.25853503e-02   2.03144196e-02   1.31503120e-01
    5.97935449e-03   5.23451447e-01   1.10082040e-02   1.75425652e-02
    2.49353692e-01   1.28741339e-02]
 [  4.28393658e-04   9.75207798e-03   8.16277287e-04   1.08511688e-03
    9.04321551e-01   1.60819553e-02   1.57447234e-02   7.06529524e-03
    1.41142672e-02   3.05902790e-02]
 [  6.81637740e-03   3.25020170e-03   8.06848705e-02   1.12618737e-01
    2.63356894e-01   1.88384354e-01   1.98939353e-01   1.48477629e-02
    1.16217442e-01   1.48839820e-02]
 [  1.90905659e-04   1.36141480e-05   2.76697945e-04   8.11984530e-04
    9.75783244e-02   5.40396082e-04   7.47126876e-04   3.17908271e-04
    2.31550238e-03   8.97207558e-01]
 [  3.05824733e-06   9.84917977e-04   9.24087508e-05   4.83264785e-07
    9.94471192e-01   1.18002019e-04   3.60608683e-03   1.22873589e-05
    6.86482235e-04   2.51627334e-05]
 [  4.18384479e-05   4.60731499e-05   1.00847443e-04   2.11962545e-03
    2.60403790e-02   1.55897730e-03   1.58939019e-05   1.02114780e-02
    1.77665951e-03   9.58088279e-01]
 [  1.04278348e-04   5.55901624e-06   1.33085698e-02   9.85408247e-01
    6.10851839e-06   1.12462360e-04   4.89018976e-06   2.07263429e-06
    9.24878404e-04   1.22921017e-04]
 [  4.32366733e-06   1.15721868e-02   9.83184278e-01   3.95911792e-03
    1.07262011e-07   1.27314743e-05   1.54866757e-05   6.70143163e-06
    1.24484161e-03   6.70276705e-08]
 [  1.75432815e-05   1.33631138e-05   5.19102423e-06   2.26324715e-04
    1.34562086e-02   8.64233152e-05   4.56666839e-06   2.34289411e-02
    4.92340012e-04   9.62269127e-01]
 [  7.21672876e-03   8.93538294e-04   4.88412380e-03   3.73042136e-01
    1.82026881e-04   5.86136818e-01   1.19663042e-03   1.23784412e-03
    2.21357644e-02   3.07435310e-03]
 [  1.18833586e-05   9.39253005e-05   3.02258908e-04   9.94483531e-01
    1.04850269e-05   4.68150683e-04   1.63405002e-06   3.84131090e-05
    4.48545581e-03   1.04354032e-04]
 [  6.52357587e-04   2.33886618e-04   3.94837141e-01   2.89390166e-03
    2.81515196e-02   3.29820730e-04   3.63578671e-03   2.92211547e-02
    2.24131986e-01   3.15912396e-01]
 [  1.59459014e-03   7.12443289e-05   1.67039587e-04   3.60447005e-03
    7.87688914e-05   7.33157294e-03   4.17307729e-06   8.99119616e-01
    7.08432449e-03   8.09442699e-02]
 [  3.96106113e-03   1.59048141e-04   2.63042725e-03   1.39952754e-04
    9.83806094e-04   8.32050741e-02   8.85772170e-04   3.20092123e-03
    8.98521066e-01   6.31282991e-03]
 [  1.17365084e-06   4.25314894e-08   1.84547898e-04   1.09728816e-07
    1.19836608e-04   5.92514198e-06   9.99583781e-01   6.94457203e-09
    1.01719917e-04   2.84332873e-06]
 [  9.49857531e-06   1.31190689e-06   7.76664547e-06   3.32829513e-04
    6.69725379e-03   5.20811918e-05   1.24540156e-06   4.80410736e-03
    2.82756169e-04   9.87811148e-01]
 [  9.99672890e-01   6.95846358e-09   3.34338838e-05   8.21223730e-05
    1.19548247e-07   1.38054602e-04   7.53183031e-06   5.63528374e-06
    1.05045683e-05   4.98353002e-05]
 [  9.99857545e-01   8.45570391e-10   9.90688932e-06   1.25804070e-06
    1.55577986e-08   9.05818233e-05   2.51567599e-05   2.04854643e-07
    1.01654859e-06   1.41810879e-05]
 [  4.07703890e-04   4.01007892e-05   9.98345256e-01   4.57175134e-04
    5.88684429e-07   1.51910956e-06   7.02265184e-04   9.53877952e-06
    3.36740559e-05   2.18932928e-06]
 [  2.27333803e-05   3.46059483e-06   1.70665571e-05   3.79412551e-04
    5.31503720e-05   1.18106380e-02   6.26391966e-06   1.89387662e-04
    9.86696780e-01   8.21128197e-04]
 [  1.38416188e-02   2.28662611e-05   9.65581834e-01   2.36495817e-03
    1.26077509e-06   1.10308966e-03   5.56951309e-05   4.23622224e-03
    1.22021055e-02   5.90408454e-04]
 [  1.87584606e-04   3.64205358e-03   5.78856016e-05   4.38228808e-03
    1.57178566e-03   7.58178532e-03   2.04792050e-05   3.50746512e-02
    6.08602650e-02   8.86621237e-01]
 [  1.43818080e-03   1.37973279e-02   4.86932043e-03   1.50952592e-01
    6.41643885e-04   5.06208539e-02   5.09973906e-04   5.74836554e-03
    7.60595977e-01   1.08257737e-02]
 [  9.37265140e-05   6.85517080e-05   5.51357691e-04   1.46514457e-02
    4.97337578e-06   1.24166207e-02   6.98900985e-05   2.21789992e-06
    9.72112000e-01   2.92468285e-05]
 [  1.89689134e-04   9.76154029e-01   1.11821387e-02   3.35073913e-03
    3.97641124e-05   1.57330127e-04   3.41419625e-04   6.20395031e-06
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    1.00555606e-02   2.66191601e-05]
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    5.08888774e-02   1.01505928e-02]
 [  2.45617855e-07   1.14583287e-07   3.72703596e-07   2.59216313e-06
    9.99538779e-01   2.49235163e-05   7.57868065e-06   1.40871598e-05
    9.89508408e-06   4.01459547e-04]
 [  2.19294499e-03   1.15999393e-02   1.19164869e-01   1.01759033e-02
    3.01772326e-01   4.34718328e-03   3.50799188e-02   1.78352408e-02
    4.74721223e-01   2.31103953e-02]
 [  5.99941704e-03   1.01946950e-01   4.27128375e-02   1.72119159e-02
    1.03325397e-02   6.51625454e-01   1.67364646e-02   5.74220065e-03
    1.44634426e-01   3.05774668e-03]
 [  4.79783230e-05   2.23553457e-06   6.62912669e-07   4.47971426e-04
    2.36869298e-07   9.99073505e-01   1.32872083e-06   3.89364118e-07
    4.24295897e-04   1.26349278e-06]
 [  2.16220185e-04   8.81473999e-04   3.19280550e-02   6.44337619e-03
    4.63463184e-05   1.18031949e-02   2.08536768e-03   2.11946208e-05
    9.46510553e-01   6.41530933e-05]
 [  3.70755270e-02   2.90248613e-03   2.53592106e-03   2.58819222e-01
    6.53700205e-04   6.79278374e-01   9.35436692e-03   1.16103597e-03
    6.74023619e-03   1.47917191e-03]
 [  1.58337236e-04   2.25978638e-07   7.53183531e-06   4.74543995e-05
    5.86675342e-05   9.99196947e-01   8.00555135e-05   4.39063115e-05
    3.40920116e-04   6.59367724e-05]
 [  6.39513964e-05   1.93493196e-03   6.84306200e-04   5.38765918e-04
    8.73183846e-01   1.94060174e-03   9.28533613e-04   3.79381445e-03
    5.17390389e-03   1.11757427e-01]]
INFO:tensorflow:global_step/sec: 159.067
INFO:tensorflow:loss = 0.192597, step = 7401
INFO:tensorflow:probabilities = [[  9.71433998e-04   2.75156985e-04   2.42894073e-03   3.51782452e-04
    1.03935636e-04   7.96822459e-03   9.79210556e-01   2.56150588e-06
    8.62651598e-03   6.07762086e-05]
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    7.28871615e-04   9.13207889e-01]
 [  3.69835692e-03   1.16351816e-06   3.80196492e-04   1.63781829e-03
    1.32842533e-05   9.57152605e-01   4.43647755e-03   3.17029571e-06
    3.26480530e-02   2.88064584e-05]
 [  3.96695733e-03   2.18180683e-03   1.87388563e-03   3.49993934e-03
    2.91617543e-01   1.75446168e-01   5.06410182e-01   8.83358371e-05
    1.37222046e-02   1.19296717e-03]
 [  1.46916893e-04   7.70457409e-05   3.43563524e-03   9.93952096e-01
    3.56136297e-06   1.60627509e-03   4.14474416e-05   2.22121344e-06
    7.33553199e-04   1.14775480e-06]
 [  9.97869611e-01   3.36667547e-08   1.51649016e-04   1.90687333e-05
    6.37922676e-06   1.34635251e-04   2.32423608e-05   1.10818983e-05
    1.30948296e-03   4.74859815e-04]
 [  7.82569405e-05   1.51574886e-06   1.30401063e-03   1.19848904e-04
    1.77344441e-01   7.29302774e-05   8.20634365e-01   5.25170362e-05
    3.22753738e-04   6.93614347e-05]
 [  3.82239639e-04   9.64813232e-01   2.90962495e-03   1.34232631e-02
    1.28630339e-03   1.12761836e-03   3.95977171e-03   2.47495202e-03
    8.26576073e-03   1.35726877e-03]
 [  6.77404314e-05   3.02033422e-05   1.05879921e-02   9.57923383e-02
    9.17931029e-04   8.88051651e-03   2.21819896e-03   6.97522410e-05
    8.78677070e-01   2.75832205e-03]
 [  6.45241016e-06   5.12627768e-04   2.05301854e-04   9.96605515e-01
    4.82294899e-06   9.54235729e-04   7.72534804e-07   1.21554348e-03
    3.62100836e-04   1.32607209e-04]
 [  2.74609803e-04   9.85631705e-05   4.02602414e-03   7.45925237e-04
    9.66342211e-01   2.30507669e-03   2.85077840e-03   1.56191672e-04
    6.58139260e-03   1.66191626e-02]
 [  1.35965855e-03   1.07408118e-06   2.01572693e-05   1.91713069e-02
    2.38456636e-07   9.78440881e-01   8.59774048e-07   5.09271049e-05
    8.92967801e-04   6.18986232e-05]
 [  8.85643240e-05   9.24697088e-05   9.57291126e-01   8.18104134e-04
    2.07147263e-02   1.39607786e-04   2.95981509e-03   9.49168054e-04
    1.64643042e-02   4.82339325e-04]
 [  1.19571583e-02   2.22723931e-03   1.00106128e-01   1.46218538e-01
    3.04377114e-04   4.53432232e-01   2.45013356e-01   1.38337549e-03
    3.91439945e-02   2.13630614e-04]
 [  5.63180438e-05   7.20050548e-06   4.46809099e-06   3.03673587e-04
    3.55919437e-05   4.02387886e-05   1.95389276e-07   9.98273253e-01
    1.98001526e-05   1.25934882e-03]
 [  2.79115720e-05   8.89847755e-01   1.79154724e-02   5.59262000e-03
    4.50066931e-04   7.45718973e-03   6.01502508e-03   8.22915608e-05
    7.22275302e-02   3.84121173e-04]
 [  2.26165548e-06   2.59021647e-07   2.25944461e-07   8.99489260e-06
    3.23048852e-07   7.49791752e-06   5.99761796e-10   9.98984873e-01
    9.50921185e-06   9.86082945e-04]
 [  9.48622406e-01   9.47694498e-05   2.03837715e-02   4.36540227e-03
    1.50480177e-04   3.45222745e-03   1.19736267e-03   2.65648891e-03
    1.59550328e-02   3.12220096e-03]
 [  9.99950767e-01   3.36820745e-11   3.29333079e-06   4.84505790e-06
    8.63173560e-11   2.90066255e-05   2.35435778e-08   1.16131278e-05
    2.41809715e-07   2.12974058e-07]
 [  9.98367727e-01   7.47565398e-10   8.95851826e-06   1.96077381e-05
    5.91226668e-09   1.58171670e-03   5.08465483e-08   2.66398206e-06
    5.18535126e-06   1.41406199e-05]
 [  4.10139110e-05   1.44648524e-07   1.07230200e-07   5.45537432e-06
    1.45480797e-07   9.99508500e-01   7.07477229e-05   1.50866924e-07
    3.72018345e-04   1.77815809e-06]
 [  5.04384661e-05   9.88070607e-01   2.41279718e-03   3.53057939e-03
    3.02955683e-04   5.20352449e-04   9.78295691e-04   2.55522114e-04
    3.71361338e-03   1.64928701e-04]
 [  2.14760553e-06   5.33068305e-05   9.98482883e-01   2.35944841e-04
    5.48076758e-04   4.70831219e-06   1.55392248e-04   2.62691901e-04
    1.27357984e-04   1.27401232e-04]
 [  1.41192977e-05   1.07935921e-03   2.86611286e-03   9.88070488e-01
    4.98288546e-06   3.27978254e-04   6.67743279e-06   4.81589325e-03
    2.78136088e-03   3.32331947e-05]
 [  2.01150100e-03   9.37643053e-05   8.48620713e-01   1.99676026e-02
    3.82818980e-03   2.21184851e-03   2.56870012e-03   2.35481118e-03
    9.81398448e-02   2.02029273e-02]
 [  2.67162814e-05   6.52971969e-04   2.73213964e-02   9.52915251e-01
    1.41969314e-04   1.42117846e-03   3.99693527e-05   2.10617742e-04
    1.68206412e-02   4.49269690e-04]
 [  7.00902820e-06   1.38923440e-06   9.98799562e-01   1.17388391e-03
    9.84066787e-07   2.44863081e-08   1.91126333e-06   1.63531877e-06
    1.32071000e-05   3.43168068e-07]
 [  2.20133239e-04   9.82458830e-01   3.24543356e-03   6.74214098e-04
    2.11492021e-04   1.11304817e-03   3.71725089e-03   5.06994023e-04
    7.56716402e-03   2.85248476e-04]
 [  1.96399724e-05   8.00820362e-06   1.19483138e-05   1.06850173e-03
    2.95983755e-05   2.19349691e-04   6.14049839e-07   9.92581844e-01
    4.66929341e-05   6.01373427e-03]
 [  9.84107901e-05   3.25615247e-07   4.18327050e-04   3.32255586e-04
    1.04961900e-05   3.02468194e-04   2.63869661e-05   1.24437190e-06
    9.98789847e-01   2.02333813e-05]
 [  2.29514129e-07   8.08510504e-06   9.99041736e-01   9.42451123e-04
    1.67738531e-10   5.19648289e-08   3.35181880e-07   6.93904610e-07
    6.46288026e-06   3.75781317e-09]
 [  2.38558277e-03   9.95105412e-03   4.33702982e-04   1.57934934e-01
    1.81496609e-02   9.57129821e-02   5.37063112e-04   4.56412844e-02
    3.69637869e-02   6.32289886e-01]
 [  2.80778127e-04   1.16951060e-05   3.49198672e-05   2.58101383e-04
    9.96822398e-03   8.57488543e-04   7.59674276e-06   1.16846105e-02
    6.81546575e-04   9.76215065e-01]
 [  3.93893744e-04   1.40197817e-05   9.84553026e-06   1.23647377e-01
    3.71352644e-06   8.58911753e-01   2.33816627e-06   1.44644055e-05
    1.67671610e-02   2.35521977e-04]
 [  6.90350658e-04   3.42563953e-06   1.46333918e-01   7.51828915e-03
    2.74214312e-04   6.03136560e-03   7.55993533e-04   2.01025876e-04
    8.36186826e-01   2.00457755e-03]
 [  1.69739928e-04   1.44678517e-03   8.14307760e-03   8.89699936e-01
    3.36440047e-04   1.35528790e-02   7.40196410e-05   1.19432993e-03
    6.56370670e-02   1.97458025e-02]
 [  9.90475476e-01   1.14093382e-06   6.77815638e-04   1.52553412e-05
    3.77932611e-06   4.49019531e-03   2.31670710e-04   3.82361514e-03
    1.34858245e-04   1.46221762e-04]
 [  9.97705042e-01   8.20536172e-09   8.56477200e-05   1.88059839e-05
    1.75352302e-08   1.99907087e-03   1.66683691e-04   9.54628194e-06
    1.24174485e-05   2.91676247e-06]
 [  1.11755335e-05   1.39797386e-03   9.55950163e-05   1.12267875e-03
    4.57799405e-01   6.38386817e-04   1.95091020e-03   9.52542014e-03
    1.69191584e-02   5.10539293e-01]
 [  9.83016670e-01   2.41956286e-07   4.43929981e-04   3.46500128e-05
    4.57983606e-06   4.05550789e-04   1.57847200e-02   1.01894857e-05
    2.64230504e-04   3.52724855e-05]
 [  6.28897510e-07   1.59338606e-06   2.55436062e-05   9.99465406e-01
    3.90149957e-09   7.18932133e-05   2.49908938e-09   2.04308492e-07
    4.34476387e-04   2.40540317e-07]
 [  1.48187646e-05   5.30442130e-03   1.59629586e-03   2.44886633e-02
    5.77886181e-04   1.83057404e-04   2.01408366e-05   9.09492612e-01
    1.92452641e-03   5.63974492e-02]
 [  1.99761726e-05   7.90592190e-03   9.70431045e-03   8.94694746e-01
    1.41931116e-03   1.34459455e-02   5.05016483e-02   2.01618104e-06
    2.22699679e-02   3.61553393e-05]
 [  9.99050438e-01   3.52246832e-09   1.57075439e-04   7.54784676e-04
    4.30866507e-08   1.22764577e-05   6.01002557e-06   6.46301669e-06
    9.60471198e-07   1.20189688e-05]
 [  3.63430046e-02   4.72752475e-07   1.57477334e-04   4.69982006e-05
    1.79165080e-01   1.28601305e-03   9.56533011e-04   6.14505913e-03
    1.35203754e-03   7.74547338e-01]
 [  9.87235367e-01   7.78098820e-06   6.57289336e-03   3.05263442e-04
    4.84467819e-06   1.59562437e-03   1.99875492e-03   1.52488705e-03
    1.73454973e-04   5.81160770e-04]
 [  3.59471957e-03   6.57360069e-04   8.69506598e-02   8.85511577e-01
    1.30518065e-05   4.93243642e-05   6.78424185e-05   1.91819146e-02
    8.51551944e-04   3.12189874e-03]
 [  5.24844101e-04   5.24997769e-04   7.84473261e-04   4.73811349e-04
    6.40894927e-04   3.08608282e-02   2.00069114e-03   1.91574232e-04
    9.62524533e-01   1.47338153e-03]
 [  1.43441546e-03   1.08866050e-06   1.22432620e-03   4.04258685e-07
    9.86166894e-01   1.15623150e-03   6.21987460e-03   1.90675072e-03
    3.06905829e-04   1.58301473e-03]
 [  7.78464437e-06   5.66756331e-09   4.25087546e-06   1.73639285e-06
    9.98918891e-01   4.52306413e-05   1.98823225e-04   4.61950622e-05
    1.23485424e-05   7.64667464e-04]
 [  3.29640247e-02   4.06435720e-06   1.41725328e-03   1.36489412e-04
    8.07188189e-05   1.19743552e-02   9.50386703e-01   3.41897294e-06
    3.03169969e-03   1.37517782e-06]
 [  1.33383946e-04   3.79388530e-06   1.08877895e-04   4.41622069e-06
    5.21064154e-04   6.14308374e-05   9.98951197e-01   8.28520456e-07
    1.77665497e-04   3.72959803e-05]
 [  9.77100253e-01   6.07395123e-07   3.53519950e-04   8.31601908e-04
    9.80766231e-07   1.97049305e-02   1.15067305e-04   8.01860297e-05
    1.63229427e-03   1.80615520e-04]
 [  1.11584167e-03   4.05395078e-03   1.52800605e-02   1.24473751e-01
    4.49066603e-04   1.75944284e-01   2.83960323e-03   5.14904328e-04
    6.74877048e-01   4.51413798e-04]
 [  1.30613369e-03   5.72123645e-05   7.75986882e-06   2.27079909e-05
    7.40308955e-04   9.94111478e-01   1.15093484e-04   1.19812808e-04
    3.37780989e-03   1.41740442e-04]
 [  2.53934093e-04   7.87660852e-03   1.54015073e-03   3.07056278e-01
    4.06276144e-04   3.53865802e-01   3.16172896e-04   1.82254240e-03
    3.21219146e-01   5.64317685e-03]
 [  1.38565723e-04   4.10312234e-04   9.87950981e-01   3.15542589e-03
    9.50094487e-04   5.25066171e-05   4.43926966e-03   2.90710409e-06
    2.79539777e-03   1.04694489e-04]
 [  1.62893953e-03   3.20264917e-06   6.98419672e-06   2.91140779e-04
    9.07874375e-04   8.66539427e-04   7.41572137e-07   9.25636768e-01
    5.38326509e-04   7.01194778e-02]
 [  3.04536625e-05   6.53025552e-07   2.78483321e-06   7.63133066e-05
    7.19134596e-06   1.84544318e-04   2.36199007e-08   9.97885168e-01
    4.96137509e-05   1.76332903e-03]
 [  9.99892831e-01   9.78898928e-13   6.14046439e-05   3.74341937e-07
    5.69362835e-10   1.75230507e-05   2.50888861e-05   8.54251653e-07
    1.77226832e-06   2.80754193e-07]
 [  2.04633514e-04   8.99723091e-06   9.95170414e-01   9.15253695e-05
    2.65969825e-03   1.72587926e-04   1.55496260e-03   4.77158073e-06
    1.00589801e-04   3.19451137e-05]
 [  5.91664843e-07   1.32085205e-08   4.77664742e-07   1.53548910e-06
    9.83822133e-07   2.14482975e-06   1.55565771e-09   9.99926448e-01
    1.46663560e-05   5.32096092e-05]
 [  1.01132828e-04   8.54179871e-06   6.10620555e-05   2.11168942e-03
    1.28298620e-04   7.11842149e-04   1.80579827e-05   9.92330551e-01
    1.82048127e-04   4.34672739e-03]
 [  3.90209607e-06   1.31316665e-06   1.41696038e-03   4.16245166e-06
    3.25227575e-03   3.52381321e-05   9.95239139e-01   1.25041751e-07
    4.30125729e-05   3.75591026e-06]
 [  1.05423860e-01   9.27797544e-07   2.84364657e-03   3.71201448e-02
    3.27647285e-06   3.27242501e-02   2.12848841e-04   1.54448475e-03
    8.07682872e-01   1.24437055e-02]
 [  1.54624067e-04   2.39913054e-02   6.04080521e-02   3.05931062e-01
    1.57411557e-06   2.40917969e-02   1.06490677e-06   5.41848540e-01
    4.09667194e-02   2.60517374e-03]
 [  3.79679678e-03   7.89602753e-04   3.93301947e-03   3.28969471e-02
    3.15074692e-03   8.50410163e-01   1.91522986e-02   3.63807630e-04
    6.96477592e-02   1.58589017e-02]]
INFO:tensorflow:probabilities = [[  2.38580280e-03   1.37865922e-04   3.21237952e-04   2.52990657e-03
    5.47719076e-02   1.06760263e-02   4.57663700e-04   1.08416574e-02
    4.34479043e-02   8.74430001e-01]
 [  4.51018059e-06   1.42408855e-04   7.38086936e-04   2.43636314e-05
    1.50883815e-03   1.58335839e-04   9.96857166e-01   8.85150371e-07
    5.58381202e-04   7.00851888e-06]
 [  8.79501385e-06   6.98238773e-06   9.98192847e-01   1.57855265e-03
    3.46345041e-05   2.05254787e-06   6.77780645e-06   7.08846983e-06
    6.30428258e-05   9.91710112e-05]
 [  7.54891720e-04   7.22706181e-06   1.47863766e-05   3.54776275e-03
    1.55577832e-03   9.86476660e-01   6.93788053e-04   7.39453890e-06
    6.27692416e-03   6.64834224e-04]
 [  6.69381552e-05   8.01038186e-06   1.26738776e-03   9.96523798e-01
    9.13083682e-07   1.95173791e-03   1.62982292e-06   1.36686258e-05
    1.48857871e-04   1.70150506e-05]
 [  5.41714144e-05   4.46333834e-05   6.09832823e-05   7.15467846e-04
    1.28408326e-04   4.57338174e-04   1.37204654e-06   9.94737566e-01
    6.90834713e-04   3.10925161e-03]
 [  8.12826838e-05   5.04698902e-02   2.88678915e-03   1.38392951e-03
    6.40904857e-03   1.34103512e-03   9.25358891e-01   4.09477116e-06
    1.17115295e-02   3.53560725e-04]
 [  1.14783325e-04   8.72319972e-04   2.01502306e-04   1.85391493e-03
    1.11733407e-01   1.13453027e-02   1.67702313e-03   1.70037604e-03
    3.07910830e-01   5.62590480e-01]
 [  1.97178579e-05   1.40219621e-04   2.08592159e-03   9.71897542e-01
    8.45775648e-05   3.97065800e-04   1.18649450e-05   1.21083613e-04
    2.49287877e-02   3.13383644e-04]
 [  9.93329883e-02   2.43527609e-07   1.15774943e-04   5.58023294e-03
    1.94830988e-02   1.01904746e-03   1.34238344e-05   6.33544385e-01
    4.79040231e-04   2.40431681e-01]
 [  8.09673395e-04   7.27476692e-03   6.20256923e-03   9.71690178e-01
    6.80241938e-05   4.39554034e-03   1.46784078e-04   5.13332337e-03
    1.62492832e-03   2.65419018e-03]
 [  4.17349511e-05   1.45905460e-05   2.19515685e-04   7.27259612e-04
    3.64190992e-03   3.81213031e-05   3.11305439e-06   9.36719120e-01
    1.11633157e-02   4.74313572e-02]
 [  1.12604510e-04   1.79997767e-06   9.34364944e-05   4.27666790e-04
    2.23083664e-02   9.24274937e-05   6.67042832e-06   2.33288691e-03
    1.29752618e-03   9.73326683e-01]
 [  3.62874083e-02   2.95458138e-02   1.56943053e-01   5.00310838e-01
    2.59031239e-03   1.45843336e-02   2.40878776e-01   9.83103761e-04
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    6.78222510e-04   8.91421689e-04   7.81512354e-04   8.06133845e-04
    2.92753894e-03   6.80281839e-04]
 [  2.38063862e-03   1.32987661e-05   2.58976797e-05   3.36614341e-01
    1.11416175e-05   5.38978338e-01   8.98738381e-06   1.87841244e-04
    1.16132058e-01   5.64735336e-03]
 [  4.53200882e-05   2.76800438e-06   4.57817083e-03   5.49461169e-04
    2.19163775e-01   2.81995774e-04   1.43704459e-03   5.92981372e-03
    1.26518849e-02   7.55359769e-01]
 [  3.18179518e-05   6.10096507e-08   9.37293680e-06   7.98376335e-04
    1.68219878e-04   9.92505968e-01   7.88406305e-06   6.53819325e-06
    5.86005300e-03   6.11673051e-04]
 [  1.80750596e-03   1.62138640e-05   8.61588772e-03   5.09674959e-02
    2.37852350e-04   2.51565338e-03   3.67739500e-04   1.77598645e-06
    9.30396557e-01   5.07336995e-03]
 [  6.37101621e-05   6.49232010e-04   7.14984162e-06   3.60941805e-04
    8.04676533e-01   7.40161166e-03   1.81345618e-04   2.84035952e-04
    2.65431195e-03   1.83721155e-01]
 [  9.03262058e-04   5.40713826e-03   2.68442482e-02   2.58492306e-04
    9.18791115e-01   7.28654349e-03   3.49994339e-02   8.05084768e-04
    2.83722323e-03   1.86744577e-03]]
INFO:tensorflow:global_step/sec: 159.196
INFO:tensorflow:loss = 0.251566, step = 7501
INFO:tensorflow:probabilities = [[  2.59420922e-04   1.97984581e-03   3.44231550e-04   8.06790870e-03
    1.75745203e-03   5.04733820e-04   9.92880359e-06   3.61330390e-01
    3.66167538e-02   5.89129329e-01]
 [  2.00664249e-06   8.72988778e-07   4.04588995e-04   9.99044359e-01
    1.37121576e-08   2.84071633e-04   1.19189554e-06   1.32244213e-06
    2.61396257e-04   1.83419246e-07]
 [  6.70423731e-02   6.48892092e-06   3.62847612e-04   2.79723341e-03
    4.74214676e-06   8.90721619e-01   4.27816522e-05   7.73422606e-03
    3.01555842e-02   1.13215053e-03]
 [  2.50683734e-05   9.36871231e-01   2.17361958e-03   1.09768081e-02
    6.92521789e-05   5.47879972e-05   6.42960149e-05   4.87150066e-02
    2.68973992e-04   7.80988485e-04]
 [  1.86595372e-07   2.63583092e-06   9.99042451e-01   9.13089723e-04
    3.65628061e-09   4.49384260e-07   1.75316791e-06   3.41794985e-05
    5.11184135e-06   3.38237314e-08]
 [  5.23091899e-03   9.27646160e-01   4.19191876e-03   3.86151695e-03
    1.06213486e-03   9.18702967e-03   2.86954883e-02   1.07604673e-03
    1.50569538e-02   3.99187626e-03]
 [  2.09373193e-05   5.10065474e-05   9.92104106e-05   2.54276256e-06
    9.97610927e-01   5.61112247e-04   4.83089592e-04   1.62390294e-04
    5.22457762e-04   4.86347388e-04]
 [  7.71754654e-04   2.56827660e-02   1.83016643e-01   1.25884935e-01
    1.96938381e-01   8.26796424e-03   4.40591015e-03   3.02881915e-02
    1.81400944e-02   4.06603366e-01]
 [  1.58098612e-06   5.55949029e-08   8.48291620e-07   6.53691168e-05
    7.74484832e-09   1.66002174e-05   1.41162512e-10   9.97973740e-01
    6.36251798e-07   1.94123958e-03]
 [  1.59167292e-04   5.75447302e-05   9.91491616e-01   4.72951680e-03
    1.83109601e-04   4.03977938e-05   1.81210999e-04   8.85693298e-04
    2.06532096e-03   2.06419820e-04]
 [  3.83677566e-03   9.26672044e-07   1.79882627e-04   1.06061969e-04
    7.52126455e-01   2.92053423e-03   3.04919016e-03   1.56685822e-02
    1.48133412e-02   2.07298264e-01]
 [  5.02447539e-04   7.24673038e-04   4.43043798e-04   5.26470318e-03
    1.75153109e-04   8.84507038e-03   3.28408169e-05   7.13331276e-04
    9.49099660e-01   3.41990590e-02]
 [  1.27119198e-03   3.65091983e-05   1.78855949e-03   1.17027921e-04
    1.06265914e-04   2.25218455e-03   9.93769825e-01   1.30918821e-07
    6.57774450e-04   6.36885943e-07]
 [  1.52393914e-04   9.26422536e-01   2.56054336e-03   1.38763664e-02
    4.54049034e-04   1.11108791e-04   7.74443979e-05   3.61310318e-02
    1.68234874e-02   3.39115667e-03]
 [  5.73829020e-05   3.43298234e-05   2.57139473e-04   1.87801357e-04
    5.05635455e-07   1.13972485e-04   5.38730696e-08   9.90147889e-01
    1.84340286e-04   9.01661534e-03]
 [  4.20142636e-02   2.99159680e-02   2.10364126e-02   9.03343558e-02
    8.15827691e-04   6.89471886e-02   1.66225166e-03   1.51938489e-02
    6.40211046e-01   8.98688138e-02]
 [  6.62977327e-05   1.54616737e-05   2.19222304e-04   1.87894722e-04
    8.52214023e-02   2.68113334e-03   8.98578510e-05   5.70220947e-02
    7.48933712e-03   8.47007334e-01]
 [  9.96872723e-01   3.40878472e-08   1.31784298e-03   3.24891298e-04
    8.02170416e-06   5.65727649e-04   2.20102622e-04   4.96060238e-05
    2.47460237e-04   3.93592636e-04]
 [  6.49651513e-03   2.39063962e-03   1.54907780e-03   3.52109084e-04
    4.79011127e-04   9.41989720e-01   2.05656374e-03   7.46829828e-05
    4.44689840e-02   1.42731747e-04]
 [  2.19576294e-04   8.60746950e-03   1.06250256e-04   1.01451734e-02
    6.10352866e-02   1.42127182e-02   6.01830718e-04   1.53264636e-02
    5.37278317e-03   8.84372473e-01]
 [  5.80949616e-03   9.38760769e-03   4.89543751e-03   5.60532906e-04
    4.04624827e-03   5.03096543e-02   9.06382322e-01   6.31131916e-05
    1.81651730e-02   3.80595855e-04]
 [  8.99013394e-05   1.51339163e-05   8.61606168e-05   1.01183578e-01
    3.90831352e-04   8.70690823e-01   2.59893015e-03   1.17146476e-04
    2.41980013e-02   6.29474584e-04]
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    3.74273732e-02   6.83492108e-04   1.58251132e-04   4.12401743e-02
    1.37172043e-01   7.71209717e-01]
 [  8.74078483e-04   1.46310590e-03   3.21162894e-04   6.03112392e-03
    1.37231395e-01   4.52861330e-03   3.14535311e-04   3.72512303e-02
    7.33124139e-03   8.04653525e-01]
 [  8.00476926e-07   8.03752087e-08   9.99880910e-01   4.10432804e-05
    2.18742662e-05   3.13682364e-07   1.04069304e-05   2.50522316e-06
    2.56632597e-06   3.94844537e-05]
 [  1.61515061e-06   7.25542850e-05   2.04923927e-05   2.28797617e-05
    9.93382573e-01   2.18195433e-04   2.70690914e-04   1.04917497e-04
    2.22424904e-04   5.68353897e-03]
 [  1.96425623e-04   9.17462057e-06   4.67822014e-04   1.80305033e-05
    1.07445137e-03   7.39225870e-05   9.97345746e-01   1.95042389e-06
    7.69112608e-04   4.33568384e-05]
 [  1.50259133e-04   9.75375533e-01   1.39956130e-02   3.54068913e-03
    2.58266547e-04   3.06079950e-04   1.68250408e-03   1.37368555e-03
    3.04962718e-03   2.67940515e-04]
 [  9.99287426e-01   1.68816600e-10   1.04856772e-05   3.41804785e-04
    1.39542933e-09   3.12097312e-04   3.35339259e-08   2.83210625e-06
    2.68026702e-06   4.27773339e-05]
 [  1.06316011e-05   6.96101324e-06   1.87087801e-06   1.20439487e-04
    9.27416742e-01   1.42065957e-02   1.56649985e-05   1.41704800e-02
    2.33999081e-03   4.17104475e-02]
 [  1.07205368e-03   3.26551078e-03   1.62865296e-02   2.89135668e-02
    1.01743534e-03   7.82991934e-04   1.00335898e-02   2.93866236e-04
    9.27091241e-01   1.12432297e-02]
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 [  5.41460565e-07   5.46530755e-05   9.99538064e-01   2.37882923e-05
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 [  3.82196122e-05   4.59986637e-07   3.03650859e-06   5.07368764e-04
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    7.62401164e-09   1.34451119e-02   3.16341220e-06   2.21339069e-05
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 [  7.04669083e-06   3.69759306e-07   2.29731140e-05   4.60186236e-08
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    6.03849230e-07   9.13519841e-07   4.57907795e-10   9.95773971e-01
    2.87845687e-05   4.16031061e-03]
 [  1.81757787e-04   9.61744052e-04   2.82287598e-03   9.28808411e-04
    6.06570914e-02   4.21391428e-03   9.19250429e-01   1.61330085e-04
    8.70594475e-03   2.11618515e-03]
 [  7.75674765e-04   6.84533827e-03   5.54867263e-04   2.40806816e-03
    3.67462612e-03   4.44037281e-02   6.73450762e-04   9.49796173e-04
    9.35554981e-01   4.15945332e-03]
 [  3.92529694e-03   5.10441547e-04   2.73487618e-04   7.82420218e-04
    4.76855406e-04   9.86727893e-01   2.54231552e-03   5.39489090e-04
    4.07403102e-03   1.47892613e-04]
 [  1.40832071e-05   9.93550301e-01   4.08056378e-03   9.79000120e-04
    6.31547955e-05   2.25310814e-05   2.42228256e-04   4.80929652e-04
    5.21632901e-04   4.56006674e-05]
 [  3.93896960e-02   7.69100552e-06   6.93827533e-05   1.20780067e-04
    4.13189530e-01   3.40716466e-02   1.59205787e-03   2.88844295e-02
    1.80252735e-02   4.64649647e-01]
 [  5.05939170e-05   2.27484782e-03   8.87493661e-04   2.01872457e-03
    8.07446003e-01   8.79779644e-03   1.37617544e-03   7.91503116e-03
    2.51573231e-02   1.44076020e-01]
 [  9.98941839e-01   2.14225082e-09   2.43777286e-05   1.12456044e-04
    1.50861421e-08   8.28331918e-04   1.20437915e-06   1.93334436e-05
    9.59178396e-06   6.29168426e-05]
 [  4.07481139e-06   1.96178844e-05   2.53821895e-06   1.89271494e-04
    5.17338105e-02   5.80575666e-04   1.85931833e-06   1.06727397e-02
    3.24853434e-04   9.36470628e-01]
 [  6.57488454e-06   7.54627308e-07   2.16808100e-03   9.59177341e-05
    2.73465924e-03   3.02505541e-05   9.93541956e-01   1.64758967e-06
    1.41463825e-03   5.40059546e-06]
 [  2.04251046e-06   1.27971214e-06   3.69075167e-07   4.26063343e-04
    1.21823396e-05   1.03711754e-04   1.66947309e-08   9.96732235e-01
    4.32049910e-06   2.71787937e-03]
 [  1.44548377e-03   2.19721667e-04   1.04499664e-02   1.04527958e-02
    1.74954757e-01   1.53052658e-02   7.45055033e-04   1.12197269e-02
    8.69403686e-03   7.66513228e-01]
 [  3.29016511e-05   4.86188073e-05   6.66753564e-04   2.53614835e-05
    9.90347385e-01   2.32072154e-04   2.09500222e-03   2.47113261e-04
    1.17952144e-03   5.12525765e-03]
 [  1.85182074e-03   5.28520795e-05   2.74115766e-04   3.68252688e-04
    9.49900687e-01   1.16582327e-02   1.47940859e-03   4.82603163e-03
    1.07004808e-03   2.85184830e-02]
 [  1.12266466e-03   2.26779084e-04   1.08026376e-03   1.36246192e-04
    5.58168686e-04   3.38348537e-03   9.27089248e-03   1.45073282e-04
    9.81684387e-01   2.39202753e-03]
 [  5.95595222e-04   1.42714134e-05   1.02885781e-04   1.73058710e-03
    6.16105754e-05   4.53322604e-02   5.88523289e-05   2.47050589e-03
    9.42914724e-01   6.71870820e-03]
 [  1.20173594e-04   2.13627878e-04   3.41505474e-05   9.18572070e-04
    3.19632818e-07   6.37298077e-03   1.02498838e-07   4.27033548e-04
    9.91710782e-01   2.02234878e-04]
 [  1.37719535e-05   2.18637274e-06   5.41932138e-07   7.53178683e-05
    6.31374714e-05   1.50151885e-04   3.37272098e-07   9.98224318e-01
    2.24290197e-05   1.44788739e-03]
 [  3.48383852e-04   1.07993162e-03   3.13931284e-03   1.20886590e-03
    2.67351687e-01   1.44331396e-01   8.89959186e-02   5.36717437e-02
    3.31604123e-01   1.08268656e-01]
 [  1.61757991e-02   1.55855890e-03   1.10633159e-03   7.85185862e-03
    1.17805277e-04   1.83383580e-02   1.52490044e-04   9.29655228e-03
    9.24755216e-01   2.06470396e-02]
 [  1.05138064e-07   8.18153808e-07   8.57052385e-07   8.09191333e-05
    2.59202011e-07   1.04378842e-06   1.47331161e-10   9.99898791e-01
    7.29126725e-07   1.63914719e-05]
 [  9.97242332e-01   5.00021038e-08   8.97614300e-05   2.88899969e-06
    3.45540840e-08   1.01432891e-03   1.24776247e-03   6.70529090e-08
    4.02698934e-04   1.95240560e-07]
 [  3.42357544e-06   6.00598332e-06   5.50517768e-07   2.21737268e-04
    9.32689488e-07   7.79329548e-06   3.99667499e-08   9.95517671e-01
    5.96022755e-06   4.23602294e-03]
 [  3.06630944e-04   4.30761697e-03   3.55536868e-05   1.88014877e-03
    5.82218349e-01   7.30190100e-03   2.91115517e-04   2.71289120e-03
    1.04047637e-02   3.90541017e-01]
 [  9.98701215e-01   1.42801051e-08   2.38821536e-04   3.51657618e-05
    1.95732628e-06   6.82625629e-04   9.26777211e-05   1.61030530e-05
    1.80051517e-04   5.14931235e-05]
 [  1.63023651e-05   9.61456749e-07   8.84266512e-04   1.18914491e-03
    7.41279882e-06   5.84598281e-04   9.81157336e-06   6.31030925e-05
    9.96972084e-01   2.72306905e-04]
 [  1.61811829e-06   5.12404540e-06   1.04991545e-04   1.76363240e-03
    3.08443084e-08   7.62133959e-06   1.48939772e-09   9.97093558e-01
    2.78102816e-05   9.95633425e-04]
 [  9.99675751e-01   2.17474594e-09   3.12101147e-05   1.60850614e-05
    5.04706321e-08   2.42204624e-04   1.07211445e-05   9.77391574e-06
    4.03814374e-06   1.02998492e-05]
 [  5.49580227e-06   9.94088054e-01   2.66241870e-04   1.80648465e-03
    9.58921009e-06   9.83995036e-04   1.57852497e-04   1.14642840e-04
    2.39608553e-03   1.71726453e-04]]
INFO:tensorflow:probabilities = [[  1.71915490e-05   1.75957329e-08   2.45424641e-08   4.77533395e-05
    8.47177398e-06   1.32032525e-04   4.41728538e-08   9.93534565e-01
    2.78816128e-06   6.25709677e-03]
 [  1.90531790e-01   2.34927902e-05   1.44411984e-03   1.79847324e-04
    4.21593413e-02   7.27739871e-01   1.50370533e-02   5.56165352e-04
    1.14260865e-02   1.09022399e-02]
 [  5.65068740e-06   1.63530878e-08   4.22446738e-06   4.24273894e-05
    1.03749137e-07   3.92913911e-03   1.35741416e-07   6.98259726e-07
    9.96007562e-01   9.94758648e-06]
 [  3.87391332e-03   3.49147624e-04   1.64125934e-02   2.10791640e-03
    9.37720481e-03   5.87836653e-02   8.24075401e-01   1.07290012e-04
    7.68042132e-02   8.10871925e-03]
 [  1.12126345e-05   9.95962322e-01   1.40645390e-03   9.89243621e-04
    5.65850096e-05   5.45886178e-06   4.36870992e-04   2.46784795e-04
    8.19672307e-04   6.52494928e-05]
 [  9.89104629e-01   2.17870422e-07   2.08694066e-04   1.56831211e-05
    3.56348869e-06   8.05017538e-04   9.76695865e-03   1.77669040e-06
    8.65648763e-05   6.91950845e-06]
 [  1.13533311e-07   3.36109292e-06   1.37885245e-05   5.54429107e-06
    9.98082519e-01   2.32939037e-05   1.28961939e-04   4.21540171e-04
    6.31257019e-04   6.89533481e-04]
 [  1.23665421e-04   2.47206481e-04   3.61870989e-05   1.94296963e-03
    2.63582431e-02   2.14799657e-03   2.82210549e-05   1.16164181e-02
    7.72315834e-04   9.56726789e-01]
 [  1.21850484e-04   5.92423566e-02   3.14343575e-04   4.11950378e-03
    3.11070740e-01   5.46552390e-02   1.82692322e-03   1.73227992e-02
    4.76213247e-01   7.51129612e-02]
 [  2.22900709e-07   1.59310275e-07   1.58675284e-05   1.96622004e-05
    9.95336354e-01   2.89469899e-05   1.08089211e-04   4.03325394e-04
    4.58391587e-04   3.62901436e-03]
 [  4.07318138e-02   5.24906056e-07   1.24644160e-01   4.59774397e-03
    6.82863611e-05   8.29924364e-03   4.43308309e-05   1.96718363e-04
    5.68579018e-01   2.52838105e-01]
 [  3.85531876e-03   1.32778641e-05   2.59265691e-01   4.61902261e-01
    2.00289946e-06   3.08305910e-03   6.33634818e-06   8.89924704e-04
    2.70160794e-01   8.21468479e-04]
 [  3.00932734e-04   1.24818645e-04   4.65413695e-03   1.06431833e-02
    2.00553422e-05   1.26829851e-04   4.20066181e-06   9.82132971e-01
    3.36494559e-04   1.65628281e-03]
 [  4.94297747e-05   8.41012457e-04   1.19597542e-04   1.34794023e-02
    3.07366252e-03   3.70107144e-02   1.51553213e-05   7.47521222e-02
    4.00411803e-03   8.66654754e-01]
 [  7.80339469e-04   4.43321624e-05   5.42668349e-05   1.34514244e-02
    1.12157306e-06   9.84356344e-01   1.07847380e-04   1.16027324e-04
    9.68205160e-04   1.20070014e-04]
 [  2.66426280e-02   4.00042278e-04   7.60636060e-03   7.40755408e-04
    2.12592795e-03   1.12529472e-01   8.39015007e-01   2.63698730e-05
    1.06541552e-02   2.59295630e-04]
 [  5.65176666e-01   7.98764268e-06   8.04668816e-04   8.57617259e-02
    2.53814342e-05   3.35769057e-01   4.72710049e-03   6.09845796e-04
    5.63957635e-03   1.47791137e-03]
 [  8.40663537e-03   8.31504166e-01   5.22721149e-02   2.74070390e-02
    1.91602334e-02   2.99234153e-03   9.33002401e-03   1.94757115e-02
    1.84507966e-02   1.10010104e-02]
 [  1.48421241e-04   9.82747316e-01   1.81180995e-03   1.72450859e-03
    2.02640018e-04   1.86400104e-03   3.39233736e-03   2.61688314e-04
    7.26842973e-03   5.78805688e-04]
 [  1.01645943e-03   4.46640515e-05   1.00133931e-02   9.87657666e-01
    1.14834158e-07   7.43316894e-04   2.31273825e-05   4.45814476e-05
    3.55003926e-04   1.01682774e-04]
 [  5.90426953e-06   7.14931957e-06   9.94929969e-01   4.08589933e-03
    2.50316057e-09   2.58397467e-05   7.60627813e-07   3.21147563e-05
    9.10569914e-04   1.79643462e-06]
 [  9.59937513e-01   2.02344427e-06   1.99213857e-03   1.78490276e-03
    2.08355391e-06   3.45402174e-02   1.22412678e-03   1.42005647e-05
    4.91217361e-04   1.14644663e-05]
 [  4.90723684e-09   3.88167791e-05   9.99635935e-01   3.21176165e-04
    4.90009100e-09   1.37315553e-07   2.64765345e-06   6.07984560e-08
    1.20767595e-06   1.11687437e-09]
 [  5.57693493e-05   6.06150752e-06   1.55617614e-04   2.88889348e-03
    9.61742550e-03   2.31769649e-04   5.02635021e-06   6.75692130e-03
    3.52788949e-03   9.76754606e-01]
 [  2.27097116e-05   4.48123738e-02   1.20129555e-01   6.43312097e-01
    2.42937892e-03   3.52552813e-03   7.16598151e-05   1.03083029e-01
    7.46283904e-02   7.98536837e-03]
 [  4.70667837e-05   7.57415619e-05   2.93539371e-04   4.66832053e-03
    3.77296295e-04   1.59829692e-03   1.57232571e-04   1.12059570e-04
    9.91405845e-01   1.26455468e-03]
 [  5.87855757e-05   8.91693435e-06   3.34304059e-06   7.72452986e-05
    1.66945334e-04   5.13061765e-04   3.66567633e-07   9.75043774e-01
    6.32594601e-05   2.40642838e-02]
 [  1.07068375e-01   1.60009862e-04   2.84437602e-03   7.43258325e-03
    4.40564826e-02   9.34798494e-02   2.13158969e-02   6.58656240e-01
    4.79036337e-03   6.01958334e-02]
 [  2.37880085e-04   2.49063072e-04   2.14533880e-02   7.35338688e-01
    6.24508737e-03   2.24748952e-03   1.05507323e-04   9.05055329e-02
    5.32216094e-02   9.03957263e-02]
 [  4.08994529e-04   5.44529648e-05   1.19372671e-04   1.25611958e-04
    4.03747469e-01   7.54221808e-03   2.51235528e-04   9.54143927e-02
    1.29323069e-03   4.91043031e-01]
 [  9.00885820e-01   8.56186671e-05   2.39729211e-02   1.45754672e-03
    4.48247767e-04   2.55850959e-03   2.54606679e-02   6.24152424e-04
    3.69363725e-02   7.57017825e-03]
 [  1.43024931e-02   3.05814137e-05   8.23007077e-02   6.29265010e-01
    4.07288171e-04   6.86782077e-02   4.63946210e-03   1.44838227e-03
    1.95314631e-01   3.61319957e-03]
 [  2.44420413e-02   1.82329793e-04   9.02949274e-01   5.67791946e-02
    3.03674839e-03   4.69871826e-04   2.66176136e-03   2.31791841e-04
    3.67588666e-03   5.57118561e-03]
 [  1.12714176e-03   1.55186626e-06   2.08869250e-03   2.44208036e-06
    3.71802598e-02   1.82848235e-04   9.58236039e-01   1.01393634e-04
    1.24293496e-04   9.55284282e-04]
 [  6.40804472e-04   2.11818115e-05   3.46479064e-04   2.07150340e-04
    1.55698333e-03   1.28051639e-01   1.59871997e-03   4.16741677e-05
    8.66768777e-01   7.66603218e-04]
 [  1.49788093e-05   4.08894775e-05   3.53478896e-03   5.93444391e-04
    8.89760554e-01   4.62947384e-04   1.04076730e-03   9.76495212e-04
    1.58730219e-03   1.01987958e-01]
 [  8.23913288e-05   3.18402518e-03   2.91607867e-05   6.25605788e-03
    6.68624192e-02   1.81522395e-03   1.29919354e-04   4.29779179e-02
    4.23244610e-02   8.36338401e-01]
 [  2.56411559e-09   4.36867737e-07   6.18417980e-05   9.99887824e-01
    1.69025760e-09   3.67589314e-06   4.09278056e-10   2.71292129e-06
    4.27028208e-05   7.06114690e-07]
 [  2.59569543e-03   4.65443794e-04   2.40236521e-03   1.13877359e-04
    7.95802295e-01   4.84507307e-02   6.56946823e-02   3.32682719e-03
    2.84251403e-02   5.27229384e-02]
 [  1.61021853e-05   9.95379329e-01   3.36059718e-04   7.68894039e-04
    1.64498881e-04   1.42380246e-04   9.19398735e-04   1.43910549e-03
    6.54773321e-04   1.79587369e-04]
 [  7.21161906e-03   1.13772483e-04   7.04284641e-04   6.65155426e-03
    6.71523099e-04   4.15910064e-04   6.86586827e-06   6.90805197e-01
    2.23831763e-03   2.91180909e-01]
 [  9.10531617e-06   2.18974783e-05   9.28246845e-06   3.99665405e-05
    1.74479953e-06   1.98144608e-05   6.09146111e-09   9.99595940e-01
    2.08088713e-05   2.81440531e-04]
 [  5.34430088e-04   4.49045183e-04   6.02616463e-04   8.70465243e-04
    5.35766652e-04   1.37713493e-03   9.98705491e-06   9.59295571e-01
    7.63434276e-04   3.55616175e-02]
 [  2.68282622e-01   7.47834201e-06   1.50272876e-01   2.19921581e-02
    2.24517098e-05   1.15387700e-01   1.31907326e-03   4.15041717e-03
    4.28540319e-01   1.00249322e-02]
 [  1.68656737e-01   3.02308685e-08   5.47765315e-01   7.57874368e-05
    1.36605559e-05   2.15096566e-06   2.83415854e-01   5.63656567e-06
    6.00505846e-05   4.75148181e-06]
 [  9.97164190e-01   3.07459338e-08   7.19002310e-06   1.00525666e-03
    9.15355045e-08   1.60427287e-03   2.73798087e-05   2.55699997e-05
    1.43360099e-04   2.27317596e-05]
 [  5.83683732e-06   1.09097655e-07   5.00259944e-07   2.48220003e-05
    9.84923363e-01   1.78166185e-04   4.95541972e-05   2.80168606e-03
    3.45110078e-04   1.16710104e-02]
 [  1.62948121e-03   1.08991861e-02   4.82788280e-04   6.69450825e-03
    8.70597921e-03   5.41379396e-03   8.79731178e-01   4.81325187e-05
    8.22816268e-02   4.11333144e-03]
 [  7.59281902e-05   9.81439531e-01   3.44130979e-03   1.18573848e-03
    1.00254467e-04   6.32085430e-05   3.07161734e-03   1.90958020e-03
    8.58230423e-03   1.30409535e-04]
 [  4.28409294e-06   2.72140869e-06   3.22052918e-04   4.81644611e-06
    2.29524868e-03   9.50553658e-06   9.97214139e-01   2.59992220e-07
    1.40177144e-04   6.93379070e-06]
 [  9.88521934e-01   1.85233063e-07   1.74926070e-04   1.50682565e-04
    2.33143783e-05   9.04268771e-03   1.00459985e-03   6.07927868e-05
    9.21358413e-04   9.94569855e-05]
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    1.18184893e-03   1.10255107e-01]
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    2.22151766e-06   8.55384457e-08]
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    9.59490135e-05   1.21193784e-06]
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    7.69624412e-02   8.24418676e-04]
 [  1.03003858e-05   1.05889112e-05   9.96563733e-01   3.37093050e-04
    9.04131270e-10   8.88942577e-06   1.15545363e-05   3.02599226e-08
    3.05795320e-03   2.52392205e-08]
 [  2.38748355e-04   1.79000912e-04   9.85832334e-01   2.12413934e-03
    3.71317758e-04   7.98963301e-04   8.48049670e-03   1.36231856e-05
    1.95079867e-03   1.03841758e-05]
 [  3.29058421e-05   9.86118317e-01   4.22051828e-03   3.08070565e-03
    1.10573630e-04   2.37839486e-05   8.52967496e-05   1.43746485e-03
    4.76366794e-03   1.26554893e-04]
 [  2.08337884e-03   1.64784615e-05   1.33593020e-03   3.77691956e-03
    1.17382675e-01   9.59961396e-03   1.23188505e-02   3.21649044e-04
    5.28017342e-01   3.25147271e-01]
 [  1.57910054e-05   3.15945385e-06   3.96933001e-06   1.53599205e-04
    1.29962284e-02   2.26928256e-04   1.54509485e-06   3.01072258e-03
    6.78738812e-04   9.82909322e-01]
 [  1.18857026e-02   5.78198698e-04   2.37674918e-03   4.95274691e-03
    5.37441531e-03   4.75788228e-02   9.08830166e-01   2.52541031e-05
    1.71579346e-02   1.23994856e-03]]
INFO:tensorflow:global_step/sec: 161.166
INFO:tensorflow:loss = 0.278278, step = 7601
INFO:tensorflow:probabilities = [[  1.76953210e-06   4.72614238e-06   5.96939799e-06   2.00540926e-05
    9.74922895e-01   2.33108032e-04   5.45321782e-05   1.34270420e-04
    2.57396430e-04   2.43652631e-02]
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    7.48421764e-03   6.29121903e-04]
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    1.16798300e-02   8.95734355e-02]
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    2.36073241e-01   5.41334748e-01]
 [  2.79850292e-06   3.36507155e-09   3.34788893e-07   2.38371058e-06
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    4.19094431e-05   9.98319685e-01]
 [  2.40448471e-02   5.43568822e-05   2.57696537e-03   8.60969536e-04
    2.68889969e-04   3.24090198e-03   2.08305172e-03   1.20560091e-03
    9.51191485e-01   1.44729791e-02]
 [  6.29841597e-05   1.05922550e-06   3.14573372e-05   5.72192675e-06
    6.90188259e-04   8.96719066e-05   9.96616542e-01   9.27009083e-08
    2.40631844e-03   9.60457837e-05]
 [  3.84358287e-08   3.08173935e-06   7.86371857e-08   1.39394833e-04
    1.12238431e-05   2.40449754e-05   3.22463500e-09   9.92914915e-01
    1.80228217e-05   6.88916864e-03]
 [  9.96119022e-01   2.72847256e-09   1.69958785e-05   2.52187092e-05
    2.84191781e-09   3.79747269e-03   1.80424322e-05   1.19642948e-06
    2.20407492e-05   2.84201693e-08]
 [  1.93803629e-03   2.93708723e-02   5.99786500e-03   1.02965534e-03
    3.65803480e-01   5.91052463e-03   1.26875611e-02   2.84899026e-02
    5.35093211e-02   4.95262742e-01]
 [  1.84523324e-05   9.82614947e-05   5.11107093e-04   2.65601266e-04
    1.49095256e-04   6.16615696e-04   1.42802979e-04   8.86884372e-05
    9.96849597e-01   1.25973695e-03]
 [  8.68780262e-06   6.90650495e-07   6.43920998e-07   1.01369878e-04
    3.04329387e-06   1.71221531e-04   8.82579787e-09   9.95348155e-01
    2.57073789e-05   4.34036553e-03]
 [  9.99157786e-01   1.76629655e-10   2.19150952e-05   1.48971822e-07
    2.76736722e-09   8.15170701e-04   3.52774714e-06   6.09942163e-07
    6.77319065e-07   1.44984384e-07]
 [  1.81090381e-05   4.97830188e-05   2.08554338e-04   1.02011099e-05
    3.21399420e-05   3.55598349e-05   9.99193847e-01   2.01487627e-08
    4.49843268e-04   1.93455958e-06]
 [  1.34015527e-05   4.89029218e-04   1.09812804e-01   2.16757469e-02
    1.58469030e-03   1.27378630e-03   1.78228039e-03   1.53127548e-04
    8.63182962e-01   3.22398409e-05]
 [  4.85015754e-03   4.58976865e-05   3.92465619e-04   9.85029503e-04
    2.04941750e-01   9.87414853e-04   7.23447418e-03   3.81625793e-03
    2.51431707e-02   7.51603425e-01]
 [  2.45759776e-03   1.50492906e-05   2.75946571e-04   1.16389499e-04
    3.60592210e-04   9.86612797e-01   5.24163991e-03   1.75657842e-05
    4.71940171e-03   1.83163822e-04]
 [  1.33467708e-02   2.03184063e-05   2.88886484e-04   1.75132994e-02
    5.66736162e-07   9.65792835e-01   4.06558411e-06   5.43520437e-04
    2.38955650e-03   1.00176694e-04]
 [  5.76043703e-07   2.51458175e-07   3.10826437e-07   1.83212342e-06
    9.99041498e-01   1.48976378e-05   4.58176364e-05   8.95541234e-06
    1.56526930e-05   8.70191026e-04]
 [  4.29006387e-03   3.00660599e-02   3.97190690e-01   4.29083973e-01
    9.48248417e-05   1.12057617e-02   6.78758195e-04   5.09611215e-04
    1.26679763e-01   2.00492796e-04]
 [  1.27738877e-03   5.79723332e-04   1.33738038e-04   4.82899835e-03
    7.44743040e-03   3.33287090e-01   7.92184903e-04   1.21315662e-02
    5.44058025e-01   9.54638273e-02]
 [  3.81769360e-06   3.57559111e-05   1.11525796e-05   2.15479915e-04
    6.50547781e-06   1.98016845e-04   5.43447740e-08   9.68733609e-01
    3.08497692e-04   3.04871053e-02]
 [  9.52880800e-01   5.56341729e-05   4.87692538e-04   3.21858970e-04
    5.79572406e-05   9.98835266e-03   1.91531852e-02   1.43163197e-04
    1.55671872e-02   1.34419557e-03]
 [  3.00885586e-06   8.94114855e-05   7.83611147e-04   9.98990953e-01
    4.36811431e-09   5.55409970e-05   6.54916974e-08   1.16656538e-05
    6.35124452e-05   2.30787850e-06]
 [  2.74245115e-03   7.12078437e-02   4.29524332e-02   2.25154664e-02
    6.75710209e-04   4.80547175e-02   3.21994685e-02   2.13091495e-03
    7.74709702e-01   2.81120511e-03]
 [  9.71970737e-01   4.23871967e-07   8.71915487e-04   6.44926855e-04
    9.10944000e-05   2.41326094e-02   1.61580357e-03   5.41218207e-04
    7.64176948e-05   5.47560521e-05]
 [  2.64143717e-04   9.79052246e-01   6.43667206e-03   2.53117224e-03
    1.03351726e-04   2.78970896e-04   9.49044712e-04   5.53710759e-03
    3.85325309e-03   9.94026661e-04]
 [  1.18559948e-03   2.70105702e-05   7.15151876e-02   4.99510281e-02
    9.04402186e-05   2.36133084e-01   2.76347160e-01   5.17561375e-06
    3.64660680e-01   8.47100018e-05]
 [  5.49350661e-05   6.63740095e-03   4.46209401e-01   2.44640425e-01
    2.76080323e-06   1.90904088e-04   2.75917660e-06   1.60324313e-02
    2.82203346e-01   4.02557012e-03]
 [  2.16978951e-03   2.86097988e-04   3.04608862e-03   4.81086376e-04
    3.56945664e-01   2.81057730e-02   2.72743381e-03   2.12578848e-02
    1.39276475e-01   4.45703655e-01]
 [  5.31908154e-05   9.93939161e-01   8.16186133e-04   1.01200514e-03
    1.14539886e-04   3.78027791e-04   9.55064956e-04   4.59658680e-04
    2.15071370e-03   1.21500612e-04]
 [  8.84739493e-05   9.06094829e-06   7.23186648e-04   8.75133480e-07
    9.83947635e-01   6.25976303e-04   8.38876888e-03   1.12106744e-03
    2.39813118e-03   2.69689178e-03]
 [  2.64790637e-04   7.44675053e-04   1.38122134e-03   1.19536289e-03
    4.30222508e-03   7.36933528e-03   1.48223771e-04   5.59097379e-02
    3.48629244e-02   8.93821537e-01]
 [  2.25595595e-05   9.79120731e-01   2.62793759e-03   6.72681490e-04
    3.55418422e-04   2.16203532e-03   6.83966419e-03   1.35298906e-04
    7.95769040e-03   1.06058265e-04]
 [  5.59469801e-04   2.52314712e-05   8.42614536e-05   9.41241622e-01
    4.25547853e-07   5.56444526e-02   1.36306735e-05   9.37249744e-04
    1.15866424e-03   3.35034390e-04]
 [  1.43849800e-04   4.71210751e-06   6.95464946e-03   4.15125256e-03
    9.85761508e-02   1.25796376e-02   1.34506484e-03   4.32425272e-03
    1.93146942e-03   8.69988978e-01]
 [  1.19105403e-06   7.16853421e-08   1.87409663e-04   4.35046594e-08
    8.71310622e-05   1.14112136e-05   9.99707997e-01   1.33725479e-07
    1.34886500e-06   3.35393747e-06]
 [  1.31066336e-04   2.51248412e-06   5.81464337e-06   9.48461831e-01
    1.07386268e-06   5.05036414e-02   4.50586276e-06   2.00004229e-06
    8.55796388e-04   3.18255879e-05]
 [  9.77534291e-05   1.33144738e-06   3.39477606e-06   8.31440339e-05
    1.15087256e-04   2.11848732e-04   5.16774435e-06   2.74907157e-04
    9.70486999e-01   2.87204012e-02]
 [  9.93315518e-01   1.96239796e-07   1.04731624e-03   1.48669374e-03
    5.17999724e-05   6.31358358e-04   5.67248208e-04   5.37208871e-05
    2.67166761e-03   1.74589659e-04]
 [  2.35723996e-06   1.05967501e-06   2.01257737e-03   2.99152744e-04
    5.80782853e-02   3.56017845e-04   9.38037217e-01   9.06724017e-06
    1.19148556e-03   1.27281064e-05]
 [  2.31483718e-04   9.88178313e-01   6.64149318e-03   8.42082489e-04
    1.00146062e-05   1.56236012e-04   8.23832524e-04   4.90710430e-04
    2.50828941e-03   1.17646225e-04]
 [  3.89104360e-04   2.78569147e-04   1.44838833e-03   1.69434806e-03
    6.60323654e-04   2.84133945e-02   5.09144226e-03   1.34097761e-04
    9.60651278e-01   1.23895507e-03]
 [  2.77954037e-04   1.85783184e-03   3.78856016e-03   4.17220203e-04
    7.48589868e-04   1.73131819e-03   5.75523998e-04   1.91458419e-03
    9.80617285e-01   8.07120092e-03]
 [  2.60166870e-03   8.96997899e-02   7.50669390e-02   8.37788656e-02
    3.15316465e-05   1.24304621e-02   4.84091424e-06   5.48595965e-01
    1.48608789e-01   3.91812399e-02]
 [  4.99644102e-07   1.99580967e-07   8.17041325e-07   3.96202777e-05
    3.14001738e-07   2.07503376e-06   2.47819165e-09   9.99271691e-01
    2.30600540e-06   6.82629761e-04]
 [  2.61562702e-04   2.06119803e-04   3.80717590e-03   3.96720789e-05
    2.51478096e-03   1.01978330e-04   9.92396772e-01   2.72595626e-05
    5.02070819e-04   1.42680845e-04]
 [  3.65919135e-07   2.40405211e-06   7.21011835e-04   1.01369966e-04
    9.46827650e-01   5.34096580e-05   6.96398958e-04   2.57363101e-03
    2.40981067e-03   4.66138422e-02]
 [  1.05312763e-08   5.66264458e-09   1.26250711e-07   1.54855877e-06
    4.38954757e-08   6.18182639e-07   1.47571275e-10   9.99650359e-01
    1.48314048e-05   3.32478725e-04]
 [  7.14776153e-03   2.24717369e-04   5.15096247e-01   5.57385944e-03
    4.60105296e-03   7.58284470e-03   4.47597861e-01   6.89164444e-05
    9.76206269e-03   2.34465115e-03]
 [  1.62191296e-04   6.82405926e-07   1.60278729e-03   1.02582715e-06
    7.11645698e-04   1.62320663e-04   9.96985376e-01   3.48166054e-07
    3.09011753e-04   6.46850312e-05]
 [  1.16418197e-03   4.66343590e-06   6.26996218e-04   4.73387446e-03
    2.52886889e-06   1.93834087e-04   1.79907183e-05   5.21008769e-05
    9.92409825e-01   7.94110587e-04]
 [  2.62670869e-06   7.53537824e-05   9.96925533e-01   1.40889060e-05
    2.72262114e-05   5.82066207e-07   2.91065755e-03   1.10818505e-07
    4.37141061e-05   1.03936051e-08]
 [  7.24725251e-05   2.54589713e-06   1.90684170e-06   6.99754673e-05
    5.56599582e-03   3.74827359e-04   3.43512937e-07   6.87682509e-01
    5.04894306e-05   3.06178868e-01]
 [  1.65468387e-04   4.49365034e-05   7.54549837e-05   2.44763424e-03
    1.68603758e-04   1.89643905e-01   3.18906707e-04   1.23084574e-05
    8.06450188e-01   6.72589347e-04]
 [  9.21870756e-04   9.23961639e-01   6.71624439e-03   1.13369487e-02
    2.78800633e-03   5.10757603e-03   4.80319886e-03   1.82516742e-02
    1.72817800e-02   8.83107819e-03]
 [  1.18271928e-05   1.23553082e-06   1.72116654e-03   3.75335501e-03
    1.08448570e-04   1.97677946e-05   7.80181608e-07   9.66721177e-01
    1.74284491e-04   2.74879728e-02]
 [  7.41869371e-07   4.00449608e-06   4.17043680e-07   1.34945876e-04
    1.13481714e-04   1.78089067e-05   1.64277054e-07   8.32987070e-01
    9.44029307e-05   1.66646898e-01]
 [  1.12492739e-06   8.38023698e-06   1.97427798e-05   6.43231251e-05
    3.25412930e-06   8.28342195e-07   5.53321433e-09   9.98707652e-01
    3.95300776e-05   1.15518528e-03]
 [  8.35125102e-04   7.59812266e-08   1.84728242e-06   1.95738976e-05
    8.46198964e-06   1.31129008e-03   6.69428175e-07   9.86216784e-01
    6.18282298e-04   1.09879132e-02]
 [  5.00891218e-03   1.67737540e-04   8.73246193e-02   1.41442483e-02
    4.08449508e-02   2.95965344e-01   1.31167367e-03   3.36963846e-03
    1.30965233e-01   4.20897663e-01]
 [  8.16974498e-04   2.49444893e-05   8.47360194e-02   9.46122594e-03
    2.28763930e-03   4.99717258e-02   3.00763901e-02   2.31078848e-05
    8.22240472e-01   3.61580373e-04]
 [  2.72233912e-04   1.56272479e-04   2.30188668e-03   3.15301331e-05
    9.61194515e-01   1.18146988e-03   1.17770303e-02   8.65628710e-04
    1.16975354e-02   1.05218533e-02]
 [  8.20543945e-01   1.22797901e-05   1.42833993e-01   1.83288124e-03
    4.75995876e-06   4.29616636e-03   2.90005654e-02   7.00650562e-05
    1.37964648e-03   2.57335687e-05]
 [  3.25037079e-04   6.28211055e-05   8.11224221e-04   7.89757352e-03
    6.29325584e-02   1.30523767e-04   4.30438289e-04   1.08676795e-02
    7.05920765e-03   9.09482956e-01]
 [  2.19865051e-05   1.08330313e-03   1.33687758e-03   9.21382666e-01
    9.71360205e-05   3.47584412e-02   1.56256210e-04   2.00452385e-04
    4.05472033e-02   4.15664399e-04]
 [  8.42757057e-03   5.80536507e-05   7.55028753e-03   3.05086635e-02
    3.91486014e-04   1.19676434e-01   2.97217252e-04   2.00618771e-04
    8.31585824e-01   1.30375125e-03]
 [  2.25901843e-07   1.37861548e-07   3.26648978e-06   3.02410434e-08
    9.99708474e-01   1.49987856e-04   2.39772380e-05   8.47220144e-06
    7.70974293e-05   2.82163073e-05]
 [  2.31589819e-03   4.28092171e-05   9.53577645e-03   3.08078248e-03
    7.38425227e-03   6.78859942e-04   3.28628841e-04   8.00455362e-03
    3.47611541e-03   9.65152323e-01]
 [  2.91118704e-05   1.40852280e-04   8.02581126e-05   1.08205143e-03
    8.87745045e-06   1.55753223e-04   2.80024580e-07   9.88712549e-01
    2.87341099e-04   9.50283464e-03]
 [  1.97509769e-03   2.62299762e-03   1.23180298e-03   9.64572132e-01
    1.90230159e-04   2.55945623e-02   3.94500763e-04   1.76620015e-04
    2.45010550e-03   7.91862200e-04]
 [  7.70936604e-05   2.75116981e-05   7.95908447e-04   2.65403913e-04
    7.98379183e-02   3.09377792e-04   7.59377435e-05   1.68328192e-02
    3.34256631e-03   8.98435414e-01]
 [  7.00619654e-04   3.62886162e-03   2.90168207e-02   3.08517693e-03
    7.08873391e-01   1.08984590e-03   2.29652688e-01   3.54794785e-04
    7.01618334e-03   1.65815018e-02]
 [  1.52038720e-05   2.90307740e-04   1.12828166e-05   2.77327053e-04
    1.37190524e-04   9.96515036e-01   1.74541914e-04   2.33878245e-06
    2.47943145e-03   9.72714261e-05]
 [  9.38731391e-05   2.43184870e-04   7.35255890e-04   3.06870235e-04
    7.94025719e-01   3.61368502e-03   1.43511454e-03   4.26515378e-02
    9.29625854e-02   6.39321357e-02]
 [  1.37815747e-04   5.64920541e-04   3.90676905e-06   1.24060723e-03
    8.07568505e-02   1.30123124e-02   1.92712487e-05   2.91297492e-02
    6.09300099e-04   8.74525249e-01]]
INFO:tensorflow:probabilities = [[  9.85503197e-01   6.45210957e-06   2.91467272e-03   1.49288808e-03
    6.58504086e-06   7.78851379e-03   9.48637899e-05   2.13047184e-04
    1.45692716e-03   5.23029303e-04]
 [  4.81446460e-03   5.57544176e-03   2.39172131e-01   9.45324227e-02
    1.85897829e-06   2.69415649e-03   5.12986503e-07   4.33746099e-01
    8.64684731e-02   1.32994473e-01]
 [  3.28324648e-04   1.46227094e-05   9.15044293e-05   8.85008078e-04
    9.61333048e-04   5.62228088e-04   3.86736974e-06   9.50849771e-01
    4.47630708e-04   4.58556786e-02]
 [  1.91695953e-03   2.45567206e-02   1.60685543e-03   1.83079243e-02
    3.73365881e-04   2.45700497e-03   1.01726502e-03   1.94049219e-03
    9.43373442e-01   4.45002038e-03]
 [  1.26492744e-03   9.56573367e-01   3.08637996e-03   5.05599380e-03
    3.33982450e-03   1.29182113e-03   3.51608288e-03   6.41192403e-03
    1.68588180e-02   2.60085054e-03]
 [  2.48990200e-05   2.47442676e-03   1.52648129e-02   5.24266250e-03
    1.14222383e-03   4.35565133e-04   3.75686213e-05   9.69190001e-01
    9.72299138e-04   5.21541480e-03]
 [  2.26267078e-03   1.72931032e-05   2.46155914e-03   4.25824721e-04
    3.71042751e-02   1.44654466e-03   1.54611553e-04   4.39032823e-01
    6.45468710e-03   5.10639727e-01]
 [  7.80621940e-06   1.40370915e-07   6.52706076e-05   4.40520747e-03
    1.57108093e-06   1.66193501e-03   6.51950529e-08   1.79582112e-03
    9.57834363e-01   3.42278108e-02]
 [  1.71469492e-05   2.76919479e-07   5.82211767e-04   4.89827653e-04
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    2.85999675e-04   1.91419169e-01   6.58112640e-06   2.05094647e-03
    4.29166593e-02   1.51885459e-02]
 [  4.28934931e-04   2.45576650e-02   5.54324733e-03   5.91854870e-01
    2.86578923e-01   3.28512490e-02   4.92763147e-03   1.22128578e-03
    7.42989685e-03   4.46062349e-02]
 [  1.53098156e-07   1.95413392e-08   8.79170912e-05   9.99907255e-01
    1.77181125e-09   4.31931994e-06   8.40572667e-10   3.36875949e-08
    3.30721974e-07   4.16960226e-08]
 [  1.71805688e-04   1.03495913e-02   6.49514899e-04   1.73932053e-02
    1.33641418e-02   2.34679529e-03   5.77457758e-05   9.19519365e-02
    4.23720153e-03   8.59478056e-01]
 [  9.99961972e-01   2.15332916e-12   8.60407056e-07   9.01490750e-07
    4.22375512e-09   3.14596145e-05   1.35262314e-06   1.46168432e-07
    2.93177254e-06   3.18796310e-07]
 [  9.82373357e-01   3.65306528e-06   5.21062990e-04   1.55661732e-03
    1.35516052e-06   1.47976549e-02   5.61978923e-05   8.81248925e-05
    3.32811935e-04   2.69163487e-04]
 [  1.06138745e-04   1.28236394e-07   5.46995958e-04   2.84528369e-06
    2.46276013e-05   5.52032834e-05   9.99064028e-01   4.01372908e-08
    1.75014240e-04   2.49777640e-05]
 [  3.25686329e-07   1.26096027e-04   9.83699799e-01   1.59790497e-02
    1.40739775e-08   2.18827063e-06   4.51473113e-07   1.68695537e-04
    2.30038622e-05   3.49514465e-07]
 [  8.34488787e-07   2.62856030e-08   5.77603657e-07   1.72080274e-03
    3.32994445e-04   2.54219107e-04   6.86407802e-08   1.83097813e-02
    8.00053123e-03   9.71380174e-01]
 [  3.47328059e-05   1.56458810e-07   1.30962326e-05   2.17695968e-04
    2.73664016e-04   3.48939589e-04   7.02132581e-07   8.67648888e-03
    1.93391496e-03   9.88500595e-01]
 [  8.03770854e-06   2.72170728e-04   7.97700795e-06   9.55727184e-04
    2.48067034e-03   8.58253043e-05   9.13565486e-07   1.08240889e-02
    8.72160308e-04   9.84492421e-01]
 [  1.10675581e-04   9.31874979e-07   2.85623664e-05   3.02918488e-04
    3.53345931e-05   1.45539397e-03   1.22820427e-06   3.75121308e-05
    9.97865379e-01   1.62083234e-04]]
INFO:tensorflow:global_step/sec: 163.635
INFO:tensorflow:loss = 0.216646, step = 7701
INFO:tensorflow:probabilities = [[  2.78173509e-04   2.86060548e-03   6.36678451e-05   2.71623698e-03
    3.28478962e-02   9.69885441e-04   1.58024588e-04   3.04413792e-02
    2.47200169e-02   9.04944062e-01]
 [  1.56228183e-04   4.75373847e-04   2.39889836e-03   2.56590426e-01
    2.04746379e-03   7.10967422e-01   8.18567001e-04   4.04253515e-04
    2.26536579e-02   3.48767987e-03]
 [  3.17373377e-07   5.47300966e-04   9.98219430e-01   9.08703587e-05
    5.57101849e-08   7.90232718e-07   1.12098793e-03   3.60926089e-09
    2.02556039e-05   5.17703103e-10]
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    4.49898187e-03   6.90136701e-02   8.32651928e-03   1.39243100e-02
    1.16159022e-03   3.43071832e-03]
 [  1.83127813e-05   9.85057175e-01   7.13180401e-04   6.74797269e-03
    1.01446101e-04   1.73206354e-04   1.19200777e-04   4.55181161e-03
    1.70737389e-03   8.10275378e-04]
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    7.97045529e-01   7.42954959e-04   1.91887829e-03   6.34583412e-04
    9.90334060e-03   1.86189041e-01]
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    3.40184721e-04   2.11119861e-03   3.70208640e-03   4.33523894e-07
    9.79206562e-01   2.14325009e-05]
 [  9.68186378e-01   1.33466563e-06   4.14025178e-03   4.83716809e-04
    7.14715588e-06   2.29906919e-03   2.19702758e-02   3.32806576e-06
    2.90414062e-03   4.28295380e-06]
 [  3.07041319e-07   2.24900205e-08   5.95389974e-05   3.27324619e-06
    9.99741614e-01   4.63541392e-06   1.57829258e-04   1.14743689e-05
    1.12862135e-05   1.00280995e-05]
 [  2.63579693e-07   4.92311801e-06   7.46703699e-06   6.35159260e-04
    8.92593278e-07   1.01482715e-06   1.95197569e-09   9.98510063e-01
    3.05116719e-05   8.09796853e-04]
 [  1.87670614e-03   7.89492488e-01   2.69643962e-02   2.00168304e-02
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    2.55331732e-02   1.33709274e-02]
 [  1.24740794e-01   9.57468001e-05   3.37930433e-02   7.90234469e-03
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    7.90805578e-01   3.98482103e-03]
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    1.14989656e-04   2.33567897e-02   3.17709532e-06   2.12685754e-05
    1.62246567e-03   1.81146606e-03]
 [  2.02575186e-03   3.70290127e-06   8.28383677e-03   2.41807447e-05
    4.53210920e-02   2.33588740e-04   9.42368269e-01   9.53461058e-05
    1.44370759e-04   1.49980013e-03]
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    4.08781134e-02   2.23551854e-03   1.46614120e-05   6.09117560e-03
    9.16728191e-03   9.35081005e-01]
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    7.42783968e-09   2.47706436e-02   8.71859174e-06   1.91750956e-07
    4.11623711e-04   6.78054334e-07]
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    8.13190281e-01   9.75334179e-03   1.30644639e-03   1.60853495e-03
    2.92121954e-02   1.03016317e-01]
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    7.03102671e-07   1.84128620e-03   1.46036808e-04   8.54443806e-06
    1.90830160e-05   1.71091119e-06]
 [  9.97278154e-01   1.20707818e-06   9.26655048e-05   4.61076852e-04
    4.98575027e-05   1.32199039e-03   1.74032233e-04   2.33417624e-04
    2.89770775e-04   9.80496334e-05]
 [  6.55988915e-05   1.57652665e-02   7.36571092e-05   1.05275959e-02
    7.08838180e-02   7.16313496e-02   1.98641617e-04   7.98007380e-03
    3.68387476e-02   7.86035299e-01]
 [  4.32127237e-01   3.28297901e-05   1.16204888e-01   1.58882199e-03
    3.58300209e-02   1.21098138e-01   1.21367171e-01   3.36378952e-03
    2.05516610e-02   1.47835404e-01]
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    3.68312374e-03   1.37905642e-01   5.97929835e-01   7.63867592e-06
    2.00907677e-01   9.21780802e-03]
 [  2.71567956e-06   1.98726752e-06   1.57004892e-04   2.36177832e-04
    3.86648476e-02   1.60364376e-04   6.68226312e-06   3.00619006e-03
    9.31212038e-04   9.56832826e-01]
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    5.26549071e-09   2.94048141e-06   1.16983529e-05   5.55150509e-05
    3.22404521e-05   1.01169118e-08]
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    1.59635110e-05   2.79221032e-03   1.01928468e-04   1.69169344e-03
    9.94891860e-04   1.48111198e-03]
 [  9.99063551e-01   5.50780443e-09   1.96207493e-05   4.11358960e-05
    9.06094257e-08   7.36910151e-04   1.01714631e-05   9.18376027e-05
    2.96172093e-05   7.13791769e-06]
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    8.88850846e-05   4.06115723e-04   2.40539870e-04   8.58328480e-04
    7.05771800e-03   7.67358055e-04]
 [  1.16130788e-04   9.69791040e-03   2.93249632e-05   7.25467340e-04
    4.79041846e-05   9.74334538e-01   1.30143206e-04   9.68387176e-05
    1.47604533e-02   6.13225857e-05]
 [  8.42450681e-05   4.72802100e-08   9.92195368e-01   5.97499238e-05
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    1.47968545e-04   4.68371110e-03]
 [  9.99984264e-01   3.21240673e-11   4.54091293e-07   2.42458729e-08
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    7.20338411e-09   6.97287646e-07]
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    2.03302392e-07   2.29987339e-03   2.59284730e-06   6.44013767e-07
    6.62481034e-05   1.17405826e-07]
 [  4.81243703e-08   5.64369145e-07   3.80719462e-06   5.43939277e-05
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    9.63750381e-07   3.62513994e-04]
 [  1.02857121e-05   5.26411986e-06   5.54276994e-06   2.11662176e-04
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    1.17313548e-03   4.95141745e-02]
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 [  1.65350517e-04   2.58522128e-08   2.73252780e-08   1.66797807e-04
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    1.68322862e-04   9.04777553e-03]
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    1.43007899e-03   2.64573493e-04]
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    2.13794078e-06   7.79653675e-08]
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    1.69646213e-04   3.66813466e-02]
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    5.58296051e-05   2.78282724e-03   2.91220204e-04   1.87041971e-03
    9.71071601e-01   3.04243108e-03]
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    1.15561662e-02   2.09969774e-04]
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    1.58726754e-09   7.26234121e-03   5.73390298e-06   3.94709367e-08
    2.30263549e-06   2.96576852e-09]
 [  2.95556500e-04   8.74940097e-01   8.43845587e-03   6.79082843e-03
    2.35267002e-02   3.10495798e-03   1.42452680e-03   2.71338094e-02
    4.97697592e-02   4.57534520e-03]
 [  3.84513917e-03   3.65542192e-08   6.66804917e-05   7.71238981e-03
    3.98773682e-06   9.87961948e-01   4.06406398e-05   1.61748903e-05
    3.35987075e-04   1.70296444e-05]
 [  1.59612939e-01   4.44302335e-04   8.61248001e-04   1.02078632e-01
    4.50988708e-04   7.20861852e-01   1.47822115e-03   1.41297549e-03
    9.63146612e-03   3.16734705e-03]
 [  1.46661783e-04   3.69686131e-06   8.05125863e-04   1.53054893e-02
    9.47716064e-04   6.64922222e-03   6.21493848e-04   3.00920669e-06
    9.70398307e-01   5.11930697e-03]
 [  2.55234598e-04   9.85278249e-01   3.60444281e-03   1.70167186e-03
    3.71901755e-04   3.62785184e-04   1.18741521e-03   7.91715865e-04
    6.11265469e-03   3.33826960e-04]
 [  1.37616205e-03   1.95857274e-06   1.95128523e-04   1.70473859e-03
    7.05872153e-05   9.93584216e-01   8.75728438e-04   6.19332832e-06
    1.76661764e-03   4.18751588e-04]
 [  5.86470560e-05   1.07301253e-06   8.22063070e-04   8.27892974e-04
    7.58454727e-04   3.09434909e-05   5.33907269e-06   9.29906312e-03
    9.89358086e-05   9.88097608e-01]
 [  9.99539137e-01   3.96846040e-08   1.06908274e-05   4.13419593e-06
    4.41853956e-07   2.58023443e-04   1.58677663e-04   4.18547006e-06
    1.54980844e-05   9.13848180e-06]
 [  3.98916338e-04   1.22545971e-04   1.63956953e-04   3.68373556e-04
    1.61563143e-01   3.64978984e-03   2.52951228e-04   7.64755998e-03
    1.96880219e-03   8.23863983e-01]
 [  4.04936597e-02   5.13495479e-06   7.26482394e-05   2.11945013e-03
    2.09763576e-03   1.24681205e-01   6.90222732e-05   7.75902927e-01
    1.51611697e-02   3.93970907e-02]
 [  9.13979951e-04   3.86145926e-04   6.83222897e-05   2.59284838e-03
    8.46098101e-06   7.19208829e-03   6.26936298e-06   1.44275487e-03
    9.83731270e-01   3.65793868e-03]
 [  2.99502979e-04   3.15420749e-03   1.76387868e-04   1.41498875e-02
    1.14567436e-01   2.23449469e-02   9.86481667e-04   1.94658693e-02
    1.07725076e-02   8.14082742e-01]
 [  1.13195974e-05   2.44410214e-04   9.96000826e-01   3.34808894e-04
    2.78584648e-05   8.47635019e-05   1.97479641e-03   5.31941907e-07
    1.32005604e-03   5.74000296e-07]
 [  6.17902624e-05   9.90708947e-01   3.27133981e-04   1.05798931e-03
    7.85091543e-05   7.05366547e-04   6.62884326e-04   5.62500558e-04
    5.58077917e-03   2.54015758e-04]
 [  7.49890106e-08   1.39775830e-06   1.03193952e-06   7.34891364e-05
    2.90257503e-07   1.62675207e-07   3.59586083e-10   9.99751627e-01
    1.29085793e-05   1.59099363e-04]
 [  6.87924912e-05   2.41119284e-04   9.98172045e-01   1.93462838e-04
    2.04798580e-05   3.58796711e-07   1.23433466e-03   3.05390768e-06
    6.59906145e-05   3.13197660e-07]
 [  5.17037057e-04   9.33059692e-01   7.22542778e-03   2.40317602e-02
    9.00666812e-04   1.37310347e-03   1.72656134e-03   2.50717998e-02
    3.61316185e-03   2.48076417e-03]
 [  2.73285657e-02   7.60052062e-05   9.06173050e-01   8.48208275e-03
    3.16058693e-04   6.99061528e-03   4.40329351e-02   8.74518901e-06
    6.40877290e-03   1.83243217e-04]
 [  7.37711508e-03   6.65841299e-06   8.87341425e-02   7.62090203e-04
    2.02574593e-04   3.04500852e-02   8.69943261e-01   6.85573250e-05
    1.13686512e-03   1.31872611e-03]
 [  1.02892925e-04   4.01151592e-05   1.73737481e-05   9.94027010e-04
    1.06924295e-01   9.87929991e-04   2.77789350e-05   2.46956479e-02
    6.01981708e-04   8.65607977e-01]
 [  2.64546048e-04   9.23675616e-05   8.06285322e-01   1.98715995e-03
    1.08537788e-03   7.97103811e-03   1.80692106e-01   2.16901867e-06
    1.60876045e-03   1.11155305e-05]
 [  1.85257071e-04   1.38657357e-04   1.11603248e-03   2.09829494e-04
    1.10425847e-03   3.35383200e-04   9.95032430e-01   3.34912983e-07
    1.87414477e-03   3.70945645e-06]
 [  2.76144798e-04   3.36261243e-01   2.85083055e-01   1.85616836e-01
    2.21258466e-04   5.38688146e-05   7.29515450e-05   1.59793660e-01
    1.79151576e-02   1.47057846e-02]
 [  2.68716388e-03   2.18156621e-01   1.02526940e-01   9.16879699e-02
    2.38001898e-01   1.59481451e-01   6.43213326e-03   9.71025825e-02
    1.21669592e-02   7.17563778e-02]
 [  3.06820912e-05   9.62443551e-07   4.97928304e-05   2.91529032e-05
    1.23763321e-05   4.17443953e-05   1.00720726e-07   9.97122109e-01
    4.20738506e-05   2.67097121e-03]
 [  4.21019922e-06   1.11486170e-05   3.23440903e-03   6.68620487e-05
    3.52634699e-03   1.78528804e-04   9.92673814e-01   4.50034759e-06
    2.93443707e-04   6.74895728e-06]
 [  1.60019081e-02   1.19693403e-04   3.71565431e-04   2.77753948e-04
    2.40500143e-04   7.06771970e-01   2.32471392e-01   3.36931095e-07
    4.37175818e-02   2.72040033e-05]
 [  5.27314201e-04   1.21417124e-05   3.33900820e-03   6.85993018e-06
    1.24432214e-01   3.38048820e-04   8.69470894e-01   4.43035242e-05
    1.77800670e-04   1.65150443e-03]
 [  2.13491672e-04   4.30301880e-05   6.37917896e-04   5.98499319e-04
    3.14175559e-05   2.75204831e-04   1.68309714e-06   9.87521708e-01
    1.00468780e-04   1.05765713e-02]
 [  1.76810048e-04   1.38519041e-03   2.53851246e-03   1.90514652e-03
    1.05413804e-02   3.24605244e-05   6.50529691e-05   7.11308539e-01
    7.47095270e-04   2.71299750e-01]
 [  2.76955416e-05   9.78140179e-06   1.70840009e-04   2.76560721e-04
    3.20703089e-02   1.61439399e-04   1.02561416e-05   2.40721069e-02
    1.69929757e-03   9.41501737e-01]
 [  5.78021063e-05   1.61152724e-02   6.17209114e-02   6.42867982e-01
    6.77847676e-03   9.80862509e-03   8.44654733e-06   7.50498995e-02
    9.16253328e-02   9.59672630e-02]
 [  9.96747017e-01   7.81463227e-10   6.81333495e-06   2.53029725e-07
    2.15143037e-09   3.22975405e-03   1.22602487e-05   6.97584881e-07
    3.12918633e-06   1.63628187e-07]]
INFO:tensorflow:probabilities = [[  6.00649277e-04   9.79534924e-01   4.22417605e-03   1.58201635e-03
    2.34162770e-04   4.76148824e-04   4.22419189e-03   3.28269578e-03
    5.57273813e-03   2.68344796e-04]
 [  9.23905372e-06   6.06610456e-06   5.06026481e-05   5.16304513e-04
    4.07872139e-05   9.10923351e-03   2.62479789e-05   1.48975611e-04
    9.88833845e-01   1.25867745e-03]
 [  2.21627858e-03   3.67139303e-03   1.39209777e-02   4.73896042e-02
    8.96983547e-05   4.22453694e-02   5.52880192e-05   7.13365003e-02
    8.00748289e-01   1.83266662e-02]
 [  3.82661819e-04   4.43217796e-05   2.26128753e-03   7.98622641e-05
    7.51286861e-04   2.85637128e-04   9.94268894e-01   9.18703608e-06
    1.90384989e-03   1.28979427e-05]
 [  4.34608751e-07   2.34564541e-05   9.03751425e-05   9.97075796e-01
    4.72527245e-06   9.34335229e-04   9.56559234e-07   1.04621013e-05
    1.65388302e-03   2.05572345e-04]
 [  1.35129972e-06   1.40086030e-07   4.21620025e-05   3.60333324e-05
    3.25427926e-03   4.98068766e-05   1.12801138e-06   3.24586523e-03
    1.26316590e-04   9.93242919e-01]
 [  5.00840406e-06   1.43837911e-04   1.10640470e-03   9.84055400e-01
    7.72730800e-06   8.05800222e-03   7.78407923e-07   1.96061319e-05
    6.22610608e-03   3.76993150e-04]
 [  1.22851372e-04   2.54772167e-05   4.63199598e-04   7.32211920e-04
    5.70734437e-06   1.39141164e-04   5.00380338e-06   1.59872900e-04
    9.94133532e-01   4.21299646e-03]
 [  1.17007890e-04   2.45620027e-01   1.97904021e-03   3.83305848e-02
    5.77887241e-03   1.95665687e-01   3.40758765e-04   5.31980060e-02
    1.82723969e-01   2.76245981e-01]
 [  1.48961484e-03   5.09711867e-03   1.21215871e-02   3.41446605e-03
    1.52613866e-04   3.49469762e-03   1.69638339e-02   4.30423279e-05
    9.57180679e-01   4.23647143e-05]
 [  1.58858857e-05   4.86161240e-04   1.43901871e-05   3.13207012e-04
    5.98904192e-02   9.40350816e-04   2.36311280e-05   5.13834180e-03
    8.08467157e-03   9.25092995e-01]
 [  3.00202282e-05   7.20055766e-07   2.50758671e-06   6.66687556e-04
    1.45754515e-04   9.97176290e-01   2.97129969e-04   1.84964429e-05
    1.11607253e-03   5.46183146e-04]
 [  8.15996191e-06   5.47785126e-03   9.89767730e-01   4.34134528e-03
    1.51469521e-07   3.63746403e-06   1.60535910e-05   4.17743786e-06
    3.80867539e-04   8.37458316e-08]
 [  4.55303143e-06   5.69340373e-05   6.86647545e-04   6.69445097e-02
    4.13895177e-05   8.53825867e-01   5.77662104e-06   3.31128103e-05
    7.81823248e-02   2.18787929e-04]
 [  9.56078111e-06   9.92456675e-01   7.14813708e-04   5.99824172e-03
    1.40860175e-05   6.35026154e-05   1.40282118e-05   7.30435422e-05
    6.07105670e-04   4.90287784e-05]
 [  2.43205272e-06   8.64326103e-06   9.98194396e-01   1.78160472e-03
    2.63283368e-07   4.01263208e-07   2.68454801e-06   1.55568102e-06
    5.43539318e-06   2.63231550e-06]
 [  7.61434712e-05   2.55334511e-04   3.17293685e-03   2.94734054e-05
    1.37132660e-01   7.41242338e-03   8.48315001e-01   1.97763384e-05
    2.50172382e-03   1.08449708e-03]
 [  1.53541646e-03   1.03899001e-04   4.36408184e-02   9.31623581e-05
    8.51207376e-02   3.17696977e-04   8.64669085e-01   1.88264309e-03
    5.77244442e-04   2.05923081e-03]
 [  3.59283295e-05   2.26684241e-03   5.95388375e-03   1.05547241e-03
    3.20328847e-02   2.01025303e-03   9.38927174e-01   1.46828224e-05
    1.72486417e-02   4.54222347e-04]
 [  1.32365571e-02   2.06064194e-01   3.08810640e-02   3.36670391e-02
    8.30784366e-02   2.02219933e-01   2.21242577e-01   1.43252907e-03
    1.99149370e-01   9.02815536e-03]
 [  8.95572593e-05   1.18135118e-04   1.34271290e-02   7.77149666e-03
    5.33362800e-06   5.52604652e-05   4.11672147e-07   8.64481449e-01
    5.51073754e-04   1.13500230e-01]
 [  1.82159329e-06   1.04736660e-06   2.13550743e-06   5.90746407e-04
    9.83443856e-01   1.57981980e-04   7.89298429e-06   8.00162263e-04
    2.77360115e-04   1.47169838e-02]
 [  1.10433321e-03   2.05030883e-05   9.94698405e-01   3.97055456e-03
    1.40341508e-05   1.87159567e-05   2.74231861e-05   5.97241433e-06
    1.07440173e-04   3.26986337e-05]
 [  6.02993211e-11   2.58350230e-08   9.99996066e-01   3.63243180e-06
    4.79855359e-13   1.59095359e-09   1.68204384e-08   2.65513833e-09
    3.85943679e-07   6.16886045e-13]
 [  2.54998798e-03   5.83993415e-06   2.87093571e-05   2.38623368e-04
    7.21725664e-05   7.01031124e-04   1.56370083e-06   7.83784568e-01
    2.15988402e-04   2.12401390e-01]
 [  8.22089496e-04   4.70138506e-09   7.11374305e-05   6.05888432e-04
    6.33802472e-07   9.72142518e-01   4.39455061e-06   1.36286289e-05
    2.62136366e-02   1.26062310e-04]
 [  7.36189308e-04   5.08745871e-02   2.42311563e-02   1.48407534e-01
    1.94718130e-02   4.09717485e-03   2.12805625e-02   9.72168520e-04
    7.20432639e-01   9.49619804e-03]
 [  5.67534553e-05   1.17438314e-04   1.24478468e-03   2.49940273e-03
    2.08757527e-04   1.47435092e-03   1.57525545e-04   4.12275433e-04
    9.92368877e-01   1.45976676e-03]
 [  1.76976258e-07   5.70907844e-07   1.97753616e-06   6.40321887e-05
    1.13776059e-06   4.32755940e-07   9.02218189e-10   9.99743998e-01
    1.13510159e-05   1.76352478e-04]
 [  8.95509601e-01   6.03128880e-09   2.35646614e-03   8.99806153e-04
    1.46022128e-08   1.00958057e-01   2.10277140e-04   5.55997303e-07
    6.45014952e-05   7.58102203e-07]
 [  7.87180397e-05   2.63704685e-03   5.43950846e-05   5.26650948e-03
    3.50137174e-01   9.38731944e-04   2.64049973e-04   1.64969712e-02
    1.87665392e-02   6.05359912e-01]
 [  8.23691720e-04   2.21565533e-05   1.59408546e-06   1.03097700e-03
    7.51005039e-02   8.77095480e-03   1.56149563e-05   1.24748476e-01
    2.32344656e-03   7.87162662e-01]
 [  1.84356622e-06   6.58829649e-08   5.83602832e-06   2.35350581e-05
    9.20854211e-01   7.49538449e-05   9.33389747e-05   1.07461947e-03
    2.53117905e-04   7.76184946e-02]
 [  1.48694904e-04   9.84826922e-01   4.30057850e-03   3.18412855e-03
    5.39671222e-04   1.51846878e-04   1.36437046e-03   1.72049075e-03
    3.23803024e-03   5.25134499e-04]
 [  6.78467390e-04   4.74697532e-04   9.09490802e-04   3.24987955e-02
    7.72373304e-02   3.03365558e-01   9.46590153e-04   1.61280371e-02
    3.49689573e-02   5.32792032e-01]
 [  1.18222553e-03   2.68021096e-02   5.19789755e-02   7.31199095e-03
    2.45878892e-03   1.29383232e-03   2.05228031e-02   5.23685897e-03
    8.68274093e-01   1.49383629e-02]
 [  1.26666669e-03   1.27674735e-04   4.87069046e-05   2.69579492e-03
    1.25835231e-03   7.07988627e-03   6.24083077e-06   8.20114672e-01
    5.37061365e-03   1.62031323e-01]
 [  1.22359991e-02   3.97846219e-04   9.59306082e-04   6.10354473e-04
    5.37843164e-03   3.11973333e-01   1.64664933e-03   3.50727476e-02
    5.74136972e-01   5.75883500e-02]
 [  9.14827047e-04   1.50326082e-06   1.00498437e-05   7.57757152e-05
    2.92152818e-05   3.02775409e-02   5.20265894e-06   1.37149691e-04
    9.62596416e-01   5.95229212e-03]
 [  4.76740170e-05   5.59359672e-04   2.69022828e-04   1.47368410e-03
    4.49090563e-02   9.77894408e-04   1.57836112e-05   1.70209613e-02
    2.06910586e-03   9.32657540e-01]
 [  5.90533091e-07   7.78054243e-08   1.10163671e-06   2.20884231e-05
    8.58750795e-08   1.72078865e-06   4.24963648e-10   9.99580681e-01
    7.90543993e-07   3.92837246e-04]
 [  1.33117574e-04   1.32514444e-07   7.31953280e-03   2.62773774e-05
    2.20784694e-02   3.24744506e-05   9.67034340e-01   1.24709795e-05
    1.34416987e-04   3.22879339e-03]
 [  1.17177248e-03   3.39849124e-04   8.73828888e-01   3.13336705e-03
    4.59015295e-02   2.30106991e-03   5.52840978e-02   1.00730569e-03
    9.44461673e-03   7.58742495e-03]
 [  1.41348311e-04   2.60359514e-07   4.89045051e-05   4.97840066e-03
    3.00284637e-06   1.37203757e-03   1.76575202e-06   3.81479185e-06
    9.92257774e-01   1.19269744e-03]
 [  8.07533706e-06   5.97060179e-08   1.59832140e-04   1.77224469e-03
    6.69122413e-02   8.35114552e-05   2.29618399e-05   1.57439592e-03
    1.41137699e-02   9.15352881e-01]
 [  2.25893897e-03   3.49889575e-07   3.12747579e-06   2.89441668e-05
    2.67821451e-04   4.28928237e-04   3.26177116e-07   9.93198812e-01
    2.26250249e-05   3.79013899e-03]
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    1.03171160e-02   4.36345326e-05]
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    5.57041843e-04   4.36247356e-05]
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    8.48603818e-08   4.07639754e-06   5.81861002e-07   3.70869566e-05
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    3.63918860e-03   6.62878931e-01]
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    5.78703805e-07   1.20829924e-08]
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    9.17784683e-03   8.90340097e-03   8.05694144e-03   3.32711660e-03
    3.40130031e-02   5.41202782e-04]
 [  7.85855647e-08   9.09525681e-07   3.60142803e-06   6.80352750e-05
    8.41967449e-07   4.76451220e-07   5.59516600e-10   9.99400854e-01
    3.18925413e-05   4.93171799e-04]
 [  2.29909274e-04   9.72327292e-01   1.80840008e-02   1.24918530e-03
    1.80757736e-04   1.44360500e-04   1.35232392e-03   2.24167263e-04
    6.17817231e-03   2.98620998e-05]
 [  1.70252770e-05   1.96102837e-06   1.00903999e-04   5.38743870e-06
    7.51751591e-04   3.63496278e-04   3.10222385e-03   2.44052681e-05
    9.95143056e-01   4.89811588e-04]
 [  8.79029918e-04   3.90239438e-04   1.79244555e-04   2.13090121e-03
    9.91788954e-02   1.42117841e-02   1.14992974e-04   1.13348491e-01
    2.72648083e-03   7.66839981e-01]
 [  1.67510516e-05   3.88286298e-06   2.95861848e-02   2.09935126e-04
    9.30996299e-01   4.54862777e-04   2.90568772e-04   2.70931586e-03
    1.58427589e-04   3.55738550e-02]
 [  6.70085210e-05   4.71861458e-05   1.33121237e-02   2.44496245e-04
    1.34175822e-01   8.38910346e-05   8.51304293e-01   2.26590928e-04
    4.22408106e-04   1.16221971e-04]
 [  1.22206870e-06   2.89205161e-07   4.31976605e-06   8.19276238e-08
    9.99154449e-01   1.26188925e-05   1.12937496e-05   5.47687778e-05
    1.52171542e-05   7.45676574e-04]
 [  1.02980295e-03   1.98032376e-06   3.05526599e-04   1.02849124e-04
    9.30130899e-01   9.63553414e-03   2.72570620e-03   2.80698040e-03
    7.54764071e-03   4.57132943e-02]
 [  1.67342704e-02   4.78768970e-06   3.42165828e-01   9.06887054e-02
    1.33434423e-06   9.25973058e-04   3.53189505e-04   6.09436320e-05
    5.48899114e-01   1.65811973e-04]]
INFO:tensorflow:global_step/sec: 165.665
INFO:tensorflow:loss = 0.406727, step = 7801
INFO:tensorflow:probabilities = [[  4.47343215e-02   6.49644586e-04   7.28235522e-04   2.75255670e-03
    8.50239394e-06   9.15244162e-01   1.31067398e-04   2.57896469e-03
    3.30233648e-02   1.49237807e-04]
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    1.11867720e-03   3.58328919e-07]
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    2.98286614e-04   1.56133083e-05]
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    6.01318702e-02   2.64084642e-03]
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    2.62517045e-04   5.92422930e-06]
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    2.91648204e-03   2.20600195e-04]
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    6.72063834e-05   4.06292020e-06]
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    9.55719966e-04   8.18046858e-04]
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    2.53198501e-02   1.06518380e-02]
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    5.94364047e-01   3.11218143e-01]
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    6.27854257e-04   9.57442999e-01]
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    2.43109662e-05   6.85399119e-03]
 [  9.98636544e-01   6.93537530e-08   5.11378399e-04   1.98111375e-05
    1.49454067e-07   4.45857768e-05   7.05964980e-04   3.74817159e-06
    6.51886439e-05   1.24811040e-05]
 [  5.40893700e-04   1.75522100e-02   1.88408922e-02   1.84421875e-02
    1.55243615e-03   5.17858684e-01   4.09459352e-01   3.11484177e-06
    1.56510174e-02   9.92877103e-05]
 [  6.96724281e-03   6.72864076e-07   8.23232622e-05   1.02733968e-04
    1.94600088e-05   9.41137373e-01   1.87230053e-05   6.89412758e-04
    4.90935259e-02   1.88844628e-03]
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    1.25347811e-04   2.31432170e-02]
 [  1.21746120e-06   5.12330325e-06   9.99877095e-01   5.64051370e-05
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    5.05050484e-05   4.01577012e-08]
 [  1.22950922e-07   4.87004073e-08   4.06526260e-06   9.99905944e-01
    3.55251523e-11   7.69694598e-05   3.01336650e-10   2.47759232e-07
    1.14507820e-05   1.12121324e-06]
 [  3.69674969e-03   3.12289089e-01   6.55290810e-03   2.63687164e-01
    1.21632911e-04   2.61912286e-01   3.13040800e-03   1.87811651e-03
    1.40853584e-01   5.87799307e-03]
 [  1.86466218e-06   8.28704742e-07   2.89468090e-07   6.99332799e-04
    3.73084011e-04   2.46566313e-04   7.28845123e-07   9.96925175e-01
    7.95024171e-05   1.67254964e-03]
 [  9.39801559e-02   5.34470333e-03   2.51854472e-02   1.28968611e-01
    7.10811000e-04   2.91445583e-01   2.46732030e-02   5.02235140e-04
    4.27671075e-01   1.51812297e-03]
 [  9.21978033e-04   2.71171132e-07   6.26861583e-05   8.32674094e-03
    1.89650054e-05   9.83001113e-01   1.45020022e-05   5.30785546e-05
    7.29901949e-03   3.01580701e-04]
 [  3.93194379e-03   2.37467587e-01   7.00890599e-03   4.24693618e-03
    1.99402543e-03   1.39170969e-02   3.60435583e-02   3.98340781e-05
    6.93157554e-01   2.19255383e-03]
 [  1.62560889e-03   6.49309959e-06   9.95091438e-01   2.69089662e-03
    2.19419817e-07   1.07790365e-04   1.44554244e-04   7.41270105e-06
    3.24591383e-04   9.67717710e-07]
 [  1.76625714e-01   4.33883332e-02   8.72665718e-02   1.16929144e-01
    5.15083084e-03   3.44560295e-02   2.84167677e-01   2.33025849e-02
    1.82382703e-01   4.63304669e-02]
 [  2.69037613e-04   5.48054290e-04   2.74056382e-03   1.33906107e-03
    9.07971382e-01   2.97882734e-03   3.21152830e-03   4.08696989e-03
    6.17551804e-03   7.06789270e-02]
 [  8.18963163e-03   2.70873243e-05   8.92624812e-05   7.98798818e-03
    1.09610592e-04   9.74605978e-01   9.43699677e-04   2.38978701e-05
    7.22447829e-03   7.98291585e-04]
 [  1.52983543e-04   9.46980417e-01   3.25493142e-03   2.22282787e-03
    6.16752135e-04   9.46690980e-03   3.05664050e-03   1.35769031e-03
    3.05747949e-02   2.31611496e-03]
 [  9.98661518e-01   9.72598779e-10   7.53544441e-07   1.60817028e-04
    2.17908003e-09   1.15065661e-03   1.08000854e-07   9.52926598e-07
    2.49185541e-05   3.41301501e-07]
 [  2.12946631e-07   2.11677897e-09   1.31293075e-06   4.91184231e-08
    9.99905944e-01   3.75087507e-06   2.72394082e-05   2.84428029e-06
    6.82661835e-07   5.79661028e-05]
 [  3.03307222e-03   2.21916109e-01   4.70665425e-01   1.74540263e-02
    1.02215029e-01   4.44584414e-02   1.60132796e-02   2.60243434e-02
    7.68051818e-02   2.14150343e-02]
 [  8.34043021e-06   4.35571820e-07   9.30624257e-04   3.05997673e-06
    1.59993011e-03   3.61471466e-05   9.97293651e-01   3.80896353e-07
    1.25328283e-04   2.16544936e-06]
 [  7.77355977e-04   9.89139313e-04   3.58726270e-03   6.17321290e-04
    9.07708611e-03   9.72855778e-04   9.79758024e-01   2.18963149e-04
    2.46336358e-03   1.53855945e-03]
 [  3.32193263e-02   3.32699710e-05   1.30369808e-04   3.62463862e-01
    8.36631534e-06   5.95872700e-01   6.05523586e-04   1.95446215e-03
    5.04899072e-03   6.63039275e-04]
 [  1.52691588e-01   8.03924806e-04   7.62010142e-02   1.75036401e-01
    2.93161417e-03   1.16708510e-01   3.07326484e-02   3.21657455e-04
    4.35357213e-01   9.21543315e-03]
 [  9.25033382e-05   5.36718801e-07   1.54382033e-05   3.81596656e-05
    1.87841803e-03   7.32419940e-05   5.79712946e-07   1.09614760e-01
    2.06885175e-04   8.88079524e-01]
 [  8.18231201e-04   5.32298327e-06   4.81128925e-04   2.07264954e-03
    5.72273470e-02   7.76989094e-04   7.68429090e-05   1.10027321e-01
    1.12320145e-03   8.27390909e-01]
 [  5.10886712e-05   3.92261973e-06   8.71828070e-06   2.75628088e-04
    1.95270270e-01   1.21772860e-03   1.36385743e-05   1.99647457e-03
    8.46873212e-04   8.00315678e-01]
 [  2.63225306e-02   6.49643168e-02   7.37959817e-02   5.10828383e-03
    6.66438267e-02   4.31701422e-01   7.04573169e-02   1.15014110e-02
    2.40435883e-01   9.06903576e-03]
 [  7.53616495e-03   8.93786736e-03   9.46461022e-01   2.68216487e-02
    2.05476070e-07   1.02941158e-04   1.51645669e-04   3.56479177e-05
    9.94683709e-03   5.99472924e-06]
 [  5.64090669e-06   1.67041886e-04   9.97805774e-01   1.15078059e-03
    2.78913270e-04   2.50088360e-05   3.94815579e-04   1.90386963e-05
    1.46671417e-04   6.27645795e-06]
 [  6.84469001e-07   1.00681888e-07   1.09240808e-07   1.05569979e-05
    5.71021928e-06   7.97705979e-06   1.07673304e-09   9.99069273e-01
    7.28022087e-06   8.98395490e-04]
 [  6.63338778e-06   2.57581775e-03   3.34639490e-01   4.70855460e-03
    1.48278259e-05   1.37041454e-04   9.18265869e-06   5.56979001e-01
    9.96298194e-02   1.29962771e-03]
 [  5.44745035e-07   7.36052054e-04   9.87991393e-01   7.85347167e-03
    5.83397050e-05   2.58406653e-04   7.95825908e-05   1.30299246e-03
    1.60896464e-03   1.10393637e-04]
 [  2.32292176e-03   2.95231039e-05   5.04007749e-02   1.99943432e-03
    9.52757802e-03   2.93968711e-04   4.49213985e-04   5.17252028e-01
    3.34439171e-03   4.14380163e-01]
 [  2.32486826e-04   3.11696458e-05   1.78852864e-02   4.78984730e-05
    8.68073285e-01   1.44680648e-03   9.80727971e-02   3.89728369e-03
    3.72140040e-03   6.59163622e-03]
 [  4.46063177e-06   1.48828613e-05   4.12337860e-04   9.98919010e-01
    5.44393197e-06   4.75022243e-04   1.03920763e-06   3.37048789e-07
    1.28472326e-04   3.89194429e-05]
 [  2.99328576e-07   5.83735620e-08   2.28260518e-07   6.09002791e-06
    9.97264624e-01   3.59203045e-06   1.14612908e-06   3.64253006e-04
    1.17573336e-05   2.34792964e-03]
 [  4.78136599e-06   9.28143709e-06   1.59726432e-03   1.52878882e-03
    2.33452715e-06   2.20895845e-06   4.81070792e-08   9.75231946e-01
    1.37682224e-03   2.02464424e-02]
 [  1.56795327e-03   2.16313475e-03   2.25296952e-02   4.03191487e-04
    4.01909016e-02   1.16375247e-02   9.18333352e-01   8.45006725e-05
    2.61112908e-03   4.78455739e-04]
 [  2.37215674e-04   2.73108299e-06   9.96070623e-01   1.01263766e-04
    5.56317354e-06   1.61417756e-05   9.00501400e-05   6.25334505e-05
    3.38650728e-03   2.72516281e-05]
 [  9.88687680e-05   9.84275639e-01   2.17424310e-03   7.92433135e-03
    1.95569301e-04   3.62650084e-04   4.98945010e-04   2.32418440e-03
    1.23833027e-03   9.07251844e-04]
 [  3.15853715e-04   6.72474678e-04   5.54404454e-04   7.61335177e-05
    8.64062846e-01   1.32225361e-02   2.77724466e-03   8.84835701e-03
    2.47091483e-02   8.47610384e-02]
 [  2.37361784e-03   6.98392689e-01   3.59948501e-02   1.09131955e-01
    2.10890826e-02   2.37601753e-02   2.20846068e-02   2.48097591e-02
    4.08050343e-02   2.15582531e-02]
 [  5.04475611e-05   9.06503046e-05   4.09670081e-03   1.75089081e-05
    1.27284462e-03   4.23270185e-03   9.90121365e-01   5.62665932e-08
    1.16744595e-04   1.05546610e-06]
 [  1.69676557e-01   3.67805653e-04   5.76233678e-02   3.63927451e-03
    5.63015878e-01   2.04323456e-02   2.65418272e-03   2.13523228e-02
    9.88378096e-03   1.51354536e-01]
 [  3.15178586e-05   4.87114505e-07   9.24928190e-06   6.75982679e-04
    4.33562382e-05   9.96041179e-01   5.49530978e-06   5.06771903e-06
    3.01680667e-03   1.70916755e-04]
 [  1.04441040e-06   6.81193512e-07   5.99533196e-05   9.99741137e-01
    2.24308039e-08   6.15218160e-05   1.30751161e-08   8.47450224e-07
    1.28355576e-04   6.41471297e-06]
 [  8.11822538e-04   8.97155643e-01   4.18085903e-02   7.61403888e-03
    3.14559019e-03   5.77808823e-03   2.10446378e-04   1.86516792e-02
    2.39708107e-02   8.53267964e-04]
 [  1.22050254e-03   3.99772747e-04   4.68172890e-04   9.74833965e-01
    8.49159915e-05   1.18187880e-02   2.48581200e-04   3.57284553e-05
    8.53790902e-03   2.35174806e-03]
 [  2.15504249e-03   2.67532450e-05   4.70649029e-05   9.14812204e-04
    9.73093323e-03   8.56851507e-03   3.70633425e-05   1.89328492e-01
    3.39678705e-01   4.49512601e-01]
 [  2.93200665e-05   3.97042214e-07   6.99567841e-04   1.90000192e-05
    4.31982130e-02   7.54333087e-05   2.63842721e-05   1.06770396e-02
    1.74949004e-04   9.45099652e-01]
 [  1.22193906e-05   8.75361293e-05   4.25268197e-04   2.53921346e-04
    9.90170658e-01   9.50106420e-04   6.04599761e-03   2.32339196e-04
    2.87277624e-04   1.53475394e-03]
 [  2.19136535e-04   1.24106248e-06   4.70740115e-03   6.32047613e-06
    9.89039779e-01   1.50583597e-04   3.32410610e-03   1.86767196e-04
    8.98065991e-05   2.27476214e-03]
 [  3.24380380e-05   1.74229339e-04   7.90657708e-04   1.60942518e-03
    1.87636455e-04   7.84255657e-03   5.16249311e-05   3.04389512e-04
    9.87013936e-01   1.99305755e-03]
 [  3.92182684e-03   2.83018406e-03   5.65408207e-02   8.17063332e-01
    9.37110744e-05   2.33519785e-02   4.87171020e-03   1.76850925e-04
    9.09662917e-02   1.83247757e-04]
 [  5.74198623e-07   1.30654155e-06   5.01540217e-06   8.47624960e-06
    9.82862532e-01   1.70440508e-05   1.20477969e-04   5.09393460e-04
    1.14974355e-04   1.63603015e-02]
 [  1.07363645e-04   6.56814407e-08   1.49629130e-07   1.53458590e-04
    7.48229941e-05   2.13096482e-05   2.45415848e-08   9.79274094e-01
    3.35741970e-06   2.03652605e-02]
 [  9.99688864e-01   2.38482611e-09   4.42071467e-07   3.69844628e-07
    5.17949461e-09   3.05799447e-04   2.17083752e-07   3.87259297e-06
    1.57170319e-07   3.59777090e-07]
 [  8.37872994e-06   8.90911309e-08   4.84584064e-07   2.76520768e-06
    8.61700537e-05   3.35997574e-05   2.87539077e-08   9.86041486e-01
    2.42173883e-05   1.38027873e-02]
 [  9.77936447e-01   1.60254092e-06   4.39821277e-03   1.55564798e-02
    1.77398977e-06   9.15792407e-05   9.74521914e-04   3.59676392e-06
    1.03281555e-03   3.08231324e-06]
 [  1.21694347e-05   3.66265049e-05   1.98228972e-05   6.52343384e-04
    1.05143078e-01   3.50071699e-03   3.52235329e-05   1.77092699e-03
    1.76589284e-02   8.71170163e-01]
 [  3.86501575e-04   4.73881191e-05   1.33249179e-01   2.67478406e-01
    2.85306129e-07   1.64413475e-04   1.85931853e-07   5.97975850e-01
    7.93311119e-05   6.18436199e-04]
 [  1.63155546e-05   1.23392374e-06   1.81004125e-05   1.01169579e-04
    5.73437288e-03   1.89312545e-04   2.36127812e-06   6.16936362e-04
    9.95392795e-04   9.92324829e-01]
 [  9.36888864e-06   1.20209234e-05   1.08560853e-05   1.16539362e-03
    3.89520847e-03   7.55269686e-03   6.04116053e-07   2.26801112e-02
    1.85583916e-03   9.62817907e-01]
 [  8.42275040e-05   3.21697553e-05   1.32478071e-05   6.44245476e-04
    1.21421275e-04   4.38869698e-04   2.78282840e-07   7.52744436e-01
    4.33581765e-04   2.45487541e-01]
 [  1.03405451e-04   9.78383005e-01   2.58567394e-03   6.57714624e-03
    2.74022139e-04   1.43146177e-03   8.38522508e-04   2.08612229e-03
    4.97173099e-03   2.74914736e-03]
 [  4.33302522e-02   6.23913631e-02   5.94460331e-02   2.71976693e-03
    5.30688584e-01   4.49422188e-02   6.28877208e-02   5.20873442e-02
    9.26968977e-02   4.88098003e-02]
 [  8.32359292e-05   2.75269631e-05   1.45536149e-04   8.85720074e-01
    8.82941022e-05   3.02504990e-02   5.71601777e-06   1.95751782e-04
    5.36404401e-02   2.98429634e-02]
 [  9.99591529e-01   4.15529655e-09   6.98339863e-05   4.57782480e-05
    2.91395047e-10   2.71221856e-04   3.23307944e-07   1.06751277e-05
    6.16533453e-06   4.44375701e-06]
 [  2.49542500e-05   5.86652313e-05   5.95015081e-05   3.19454749e-03
    4.09539789e-02   2.54160259e-04   1.06942316e-05   2.43291794e-03
    2.99849198e-03   9.50012147e-01]
 [  8.98576051e-04   2.57227942e-03   9.67142165e-01   5.76808641e-04
    1.20291497e-06   2.09297013e-05   4.31585184e-04   2.64093600e-04
    2.80302726e-02   6.21274376e-05]
 [  9.99753058e-01   2.12860041e-09   1.11098416e-06   6.68630207e-07
    1.60480582e-07   1.57483126e-04   7.44011122e-05   6.38743131e-07
    1.22585252e-05   2.99322380e-07]
 [  8.57812702e-04   9.69127752e-04   1.94510131e-03   1.11630736e-02
    8.34273279e-01   1.18787028e-02   8.43633665e-04   3.37403431e-03
    6.37533702e-03   1.28319934e-01]
 [  2.33198260e-03   3.15290890e-05   7.87714307e-05   2.26738230e-05
    9.14199710e-01   6.28474215e-03   2.88061419e-04   5.88258915e-03
    5.11677586e-04   7.03683421e-02]
 [  3.43045249e-05   2.04777913e-04   8.19885812e-04   4.93297812e-05
    8.50706361e-03   8.60270011e-05   9.89148438e-01   1.32495404e-06
    9.46344517e-04   2.02498166e-04]
 [  1.11855334e-03   7.88230598e-01   1.85450818e-02   7.95436352e-02
    4.27684659e-04   7.55909656e-04   7.09562388e-04   2.64551817e-03
    1.05221204e-01   2.80226325e-03]
 [  2.97871797e-04   9.66974534e-03   9.80625153e-01   7.11427163e-03
    5.73067746e-06   1.30530912e-04   1.29522965e-03   4.66742858e-05
    8.09569086e-04   5.24398138e-06]
 [  4.74954359e-05   1.37642870e-04   8.55996490e-01   8.47019488e-04
    1.19742773e-01   1.50791268e-04   1.19411489e-02   6.39782274e-06
    9.78517905e-03   1.34500850e-03]
 [  3.02118459e-03   1.43073616e-04   6.39245426e-03   1.08001856e-04
    9.07945156e-01   2.37503741e-02   1.61049888e-02   1.42881852e-02
    8.00994039e-03   2.02366970e-02]
 [  1.49517041e-03   9.44050225e-06   9.75963473e-01   1.37686981e-02
    1.25511360e-04   9.21228202e-04   5.24991083e-05   3.66054685e-03
    9.62990511e-04   3.04048508e-03]
 [  8.25300999e-03   2.61740759e-03   2.36887299e-03   9.50714515e-04
    1.41534244e-03   6.59829145e-03   9.30139601e-01   3.10908254e-05
    4.72930185e-02   3.32747295e-04]
 [  9.75159764e-01   8.32085334e-08   2.16416302e-04   4.81922354e-04
    2.04568551e-07   2.33380161e-02   1.76291201e-06   3.54912889e-04
    3.44953092e-04   1.01937520e-04]
 [  5.02513116e-03   4.01167548e-04   8.12859071e-05   2.73640058e-03
    4.76223358e-05   9.88090277e-01   1.37486844e-04   1.76453133e-04
    3.21912928e-03   8.50521465e-05]]
INFO:tensorflow:probabilities = [[  4.50293519e-05   2.34610561e-05   4.25552076e-04   9.12889183e-01
    1.09803932e-05   2.47235429e-02   3.67033249e-06   9.66297080e-07
    6.17648140e-02   1.12632508e-04]
 [  4.82364953e-01   5.94910807e-06   2.62891670e-04   1.80003457e-02
    2.52228027e-04   3.03671837e-01   2.72577920e-04   1.84694231e-01
    3.82139767e-03   6.65371586e-03]
 [  3.70255257e-05   9.77234826e-09   8.35338142e-06   1.59822116e-06
    1.65567570e-03   2.77673985e-06   3.22988569e-07   6.54575531e-04
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    1.31444921e-07   4.66174743e-06]
 [  2.38261608e-04   9.83097434e-01   4.32409404e-04   4.55398997e-03
    2.65795970e-04   3.88006476e-04   7.08765234e-04   7.10261008e-03
    2.33892654e-03   8.73764278e-04]
 [  1.78080692e-04   9.41273332e-01   1.92997348e-03   1.12132747e-02
    5.29791228e-04   7.49773171e-04   3.07781535e-04   2.42930688e-02
    1.21383592e-02   7.38671981e-03]
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    8.89713934e-04   2.23985404e-01   2.47958943e-01   7.72253657e-07
    5.18601716e-01   1.92314601e-05]
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    5.42390035e-06   2.29628768e-07]
 [  1.00645033e-04   2.28954246e-03   9.93550301e-01   2.18303478e-03
    5.39842677e-06   4.33563000e-05   8.89595249e-04   2.43770730e-04
    6.52563409e-04   4.17415758e-05]
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    7.20686628e-04   4.36299539e-04   9.98092234e-01   1.95507528e-06
    8.45532268e-05   6.05838659e-06]
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    1.02450133e-06   9.89132345e-01   2.55167197e-05   4.48196624e-06
    7.80550810e-03   1.52332150e-05]
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    9.99949694e-01   1.74582146e-06   4.37618212e-07   1.44943647e-06
    4.48667350e-07   4.55885856e-05]
 [  5.64963921e-05   3.72446692e-07   5.86513379e-05   3.02834756e-04
    6.20237373e-08   4.97924884e-06   7.53983365e-09   9.99544442e-01
    3.99620239e-06   2.80625372e-05]
 [  1.27966880e-04   9.90822554e-01   4.41453978e-03   1.07443007e-03
    4.39003372e-04   1.87125959e-04   6.83442864e-04   5.40393172e-04
    1.64317037e-03   6.74673865e-05]
 [  1.91111583e-04   2.20347374e-05   6.28442649e-05   4.74229964e-05
    3.97158295e-01   5.11487713e-03   6.85546605e-04   2.93910271e-03
    2.20094016e-03   5.91577888e-01]
 [  7.89135229e-03   3.43409814e-02   8.99168015e-01   1.31081184e-02
    9.10152721e-06   1.62088560e-04   2.74780747e-02   8.12834529e-08
    1.78417042e-02   3.93258517e-07]
 [  9.82132497e-06   1.76166100e-06   2.30093268e-04   1.22106561e-04
    3.33846584e-02   4.19175267e-05   2.45892243e-05   5.25115407e-04
    9.25305532e-04   9.64734674e-01]
 [  9.86830711e-01   8.59230454e-07   7.38056377e-04   1.96647568e-04
    2.68878557e-05   9.21986066e-03   4.74325556e-04   9.50267349e-05
    2.05046567e-03   3.66977183e-04]
 [  9.99878407e-01   2.49375798e-10   9.63314122e-08   4.58788527e-05
    1.67093539e-09   5.89115843e-05   1.38723465e-07   1.56398310e-05
    3.14863371e-07   5.66217068e-07]
 [  4.97297710e-03   7.09359767e-04   4.93429368e-04   9.66714986e-04
    2.35126214e-03   9.67809498e-01   3.03405058e-03   2.78035924e-03
    1.58657152e-02   1.01670867e-03]
 [  4.57657472e-04   5.64442456e-01   1.26612152e-03   4.43048477e-02
    3.63097322e-04   4.04395442e-03   1.22744031e-03   2.98976270e-03
    3.62759918e-01   1.81448385e-02]]
INFO:tensorflow:global_step/sec: 164.627
INFO:tensorflow:loss = 0.183501, step = 7901
INFO:tensorflow:probabilities = [[  9.40650165e-01   2.91850338e-05   1.15016970e-04   2.32208101e-03
    1.51687018e-05   1.27715198e-02   7.48749240e-04   7.17635776e-05
    4.30773571e-02   1.99059112e-04]
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    9.77769014e-06   1.35830333e-05   8.72944439e-10   9.92337883e-01
    1.66010568e-06   7.62538472e-03]
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    1.17047748e-04   1.46178179e-04   2.99360727e-05   5.99163286e-05
    9.96951342e-01   1.64008548e-03]
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    2.45130504e-03   8.52594560e-04]
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    1.39622953e-05   2.44219100e-05]
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    1.67056872e-03   6.64318723e-05]
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    6.28055781e-02   2.39449157e-03]
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    7.95066001e-07   1.43174629e-03]
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    1.91306739e-04   9.05752838e-01]
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    8.16763531e-06   3.44465012e-09]
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    1.15871988e-02   4.70242277e-03]
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    9.96539593e-01   2.20277980e-05   2.27727156e-04   3.60786042e-04
    1.06444422e-05   2.73758429e-03]
 [  2.79193983e-07   9.41475889e-07   6.39857774e-07   8.90877254e-06
    5.72546384e-08   3.43412893e-07   1.27645797e-10   9.99827623e-01
    9.83111590e-07   1.60225769e-04]
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    1.66570919e-03   3.48856411e-04]
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    1.01280573e-04   2.14421507e-05]
 [  4.91318406e-06   8.77743223e-05   3.08280019e-03   1.09056782e-05
    1.61403984e-01   3.91370195e-05   8.34381163e-01   3.73921182e-04
    2.91143893e-04   3.24235065e-04]
 [  1.92799507e-06   1.61687603e-05   8.03255170e-05   9.98382092e-01
    4.60628335e-09   6.66061009e-04   3.97991018e-09   2.68419490e-06
    8.50213983e-04   4.51009186e-07]
 [  3.12917167e-04   1.06664747e-05   2.24040923e-05   5.29039744e-03
    2.33506281e-02   1.05347496e-03   1.62511296e-05   6.51148101e-03
    5.50923590e-03   9.57922518e-01]
 [  1.41267890e-06   7.21788500e-04   9.95587111e-01   9.68977110e-04
    7.41947792e-04   3.81851169e-05   1.81811652e-03   1.07319056e-06
    1.20823854e-04   5.72192505e-07]
 [  9.69917715e-01   7.84840495e-08   2.02585990e-03   1.14697332e-05
    7.12555775e-04   1.16681745e-02   1.05245514e-02   2.14890833e-03
    1.56695175e-03   1.42368302e-03]
 [  9.99110758e-01   2.55610129e-08   2.13362928e-05   2.54441286e-04
    1.62180459e-06   2.90356693e-04   7.55991568e-05   9.18721980e-06
    1.95204339e-04   4.13906419e-05]
 [  1.24446920e-03   9.02845841e-06   1.13157406e-02   2.44554043e-01
    3.56549775e-04   6.34337068e-01   2.27388489e-04   3.13149474e-04
    1.06271178e-01   1.37132220e-03]
 [  5.92252589e-04   8.50798155e-04   8.73288140e-04   5.91847822e-02
    1.66821003e-01   6.07732311e-03   2.19603564e-04   8.64787996e-02
    7.13077933e-03   6.71771348e-01]
 [  9.19495233e-06   5.46424533e-04   3.00441261e-05   9.63832915e-01
    8.89058065e-05   9.38027352e-03   9.67683991e-06   1.93508493e-03
    2.04987684e-03   2.21176352e-02]
 [  9.95848775e-01   8.52483506e-09   2.95719510e-05   1.24369064e-04
    8.33661105e-08   3.92030133e-03   6.22203952e-05   4.56863063e-06
    6.24321410e-06   3.74204546e-06]
 [  4.92992403e-04   2.40289246e-05   4.14724741e-03   4.24327375e-03
    7.39276037e-03   4.96435585e-03   3.52274183e-05   2.39890635e-01
    1.84292137e-03   7.36966550e-01]
 [  9.24137980e-03   7.11135380e-03   1.02909678e-03   2.35474319e-03
    2.11932044e-03   6.74261987e-01   2.22852185e-01   5.52354468e-05
    8.08739215e-02   1.00771016e-04]
 [  9.06584773e-06   3.54262227e-07   9.98821080e-01   1.45150989e-04
    4.40260192e-06   3.31663477e-06   3.99539073e-04   5.84860800e-08
    6.16699050e-04   3.96763170e-07]
 [  1.48531842e-06   1.89815933e-06   8.49195658e-06   7.43030832e-05
    1.65204668e-07   4.93070593e-06   2.52545629e-09   9.99840260e-01
    1.54107129e-05   5.30370344e-05]
 [  6.22791122e-04   2.36420259e-01   1.57498615e-03   1.57068800e-02
    2.42730919e-02   2.47377753e-02   9.62870254e-04   2.96607278e-02
    8.34811702e-02   5.82559407e-01]
 [  3.61051633e-07   2.64873705e-07   9.29914393e-07   1.76013452e-06
    9.92422163e-01   3.68746187e-05   2.18708374e-05   2.36356267e-04
    1.27487379e-04   7.15179229e-03]
 [  3.00086231e-05   9.77477551e-01   3.08876764e-03   9.37824510e-03
    6.88775108e-05   7.65922960e-05   2.54339713e-04   2.56278180e-03
    6.62262226e-03   4.40102973e-04]
 [  1.88856084e-05   8.08070356e-04   1.74934547e-02   9.05660563e-05
    9.46564376e-01   3.88475484e-04   2.57927310e-02   3.19455539e-05
    7.36043137e-03   1.45112316e-03]
 [  4.43671670e-05   7.30073778e-04   1.63697274e-04   9.97863591e-01
    2.09572750e-06   8.35101295e-04   1.61771163e-06   1.78069749e-05
    1.76345056e-04   1.65255464e-04]
 [  9.91103172e-01   4.52047461e-05   3.53581825e-04   1.17211952e-03
    4.10955545e-06   4.11513448e-03   1.37897860e-03   1.36267636e-05
    1.78403233e-03   2.98815030e-05]
 [  4.04300401e-03   2.24684671e-04   1.05484091e-02   3.52414837e-03
    8.42297333e-04   1.33156747e-01   2.11810970e-04   1.40386177e-02
    8.27321231e-01   6.08903123e-03]
 [  4.33275818e-06   1.88576654e-04   1.75021391e-03   1.82378609e-02
    6.78366632e-05   5.47171244e-03   3.01127311e-05   3.26852989e-03
    9.69892502e-01   1.08830852e-03]
 [  4.09373115e-07   2.85425266e-08   1.96246361e-07   1.85419354e-04
    2.46224268e-08   9.99103308e-01   1.74352479e-07   1.63356013e-08
    7.09688116e-04   8.00220562e-07]
 [  7.13107729e-05   3.68407837e-06   2.79974483e-04   2.83485372e-03
    4.16370540e-06   2.80093849e-02   9.24137294e-06   4.01353236e-06
    9.68740404e-01   4.29044449e-05]
 [  3.16693768e-04   7.42853037e-04   8.85312620e-04   7.03069288e-03
    2.14549795e-01   7.94657879e-03   1.32306619e-03   3.05624027e-02
    3.63049321e-02   7.00337708e-01]
 [  1.58098028e-05   1.76049962e-05   6.21622530e-05   8.97702877e-04
    1.94844399e-02   1.42433651e-04   2.25756730e-06   1.14059346e-02
    1.03007036e-03   9.66941595e-01]
 [  1.18863229e-02   2.75471628e-08   5.13344025e-03   1.70175317e-05
    7.09261687e-04   4.08440037e-03   1.32828509e-03   2.20606322e-04
    1.32751826e-03   9.75293100e-01]
 [  1.19037088e-06   1.45790906e-07   1.00370180e-07   1.74032866e-05
    2.88262100e-07   1.19409733e-05   8.62836413e-10   9.98736441e-01
    1.60017169e-06   1.23092823e-03]
 [  1.99384798e-04   2.77727986e-06   2.90052558e-04   1.43526049e-04
    1.21905906e-02   3.93399998e-04   2.91150682e-05   2.51517026e-03
    2.83268932e-03   9.81403232e-01]
 [  3.56504548e-04   9.80237722e-01   2.61831284e-03   4.68359562e-03
    2.94018420e-04   2.31521484e-03   8.12842802e-04   2.19031190e-03
    5.15434146e-03   1.33712357e-03]
 [  4.73531254e-04   1.52651555e-04   1.25488790e-03   1.03129016e-03
    8.80171120e-01   2.01214408e-03   1.55211688e-04   2.23370246e-03
    1.47480553e-03   1.11040652e-01]
 [  9.61986894e-04   9.45653975e-01   4.92124073e-03   1.10610239e-02
    5.19010180e-04   3.57554271e-03   1.14863263e-02   1.11694902e-03
    1.97377671e-02   9.66109394e-04]
 [  3.43218329e-04   1.35631431e-02   3.71433445e-03   3.13732773e-04
    3.53479944e-02   8.67151618e-01   1.74502246e-02   1.57058460e-03
    5.99400289e-02   6.05192676e-04]
 [  4.06771898e-04   7.87176873e-07   1.56554364e-04   2.67091556e-04
    8.01624060e-02   4.37438372e-04   1.57804345e-04   3.28457840e-02
    1.19252456e-03   8.84372830e-01]
 [  2.21789978e-03   8.85276415e-04   3.18699807e-04   6.88538432e-01
    6.86450076e-05   2.65589178e-01   3.05103476e-05   1.21484185e-03
    9.15455818e-03   3.19819450e-02]
 [  4.82398900e-04   4.84369230e-03   2.77760578e-03   9.55975235e-01
    2.92639685e-04   9.00885463e-03   1.20095669e-04   1.41507750e-02
    1.61439087e-03   1.07342843e-02]
 [  6.18423102e-04   3.31883825e-06   7.52789492e-05   6.22741121e-04
    4.74999659e-04   1.49335840e-03   4.30322234e-06   9.77828085e-01
    1.90154300e-03   1.69779863e-02]
 [  2.01800535e-03   2.75197726e-05   9.96747375e-01   5.61100489e-04
    6.83903772e-06   7.43925120e-05   5.19569381e-04   3.78542154e-06
    3.85705243e-05   2.76333458e-06]
 [  1.17862000e-04   8.69794574e-04   3.37131205e-04   2.53903767e-04
    9.74083900e-01   7.58680166e-04   5.01324097e-03   2.78009276e-04
    1.88945816e-03   1.63979661e-02]]
INFO:tensorflow:probabilities = [[  2.46453588e-03   2.68005329e-04   6.45300327e-03   1.16763506e-04
    9.31538455e-03   2.53563491e-03   9.76751089e-01   6.36579425e-05
    1.47477456e-03   5.57089283e-04]
 [  7.10304391e-07   6.49623253e-05   9.99084473e-01   5.77770348e-04
    1.52820019e-06   1.72200259e-06   1.33663643e-05   2.01568415e-04
    4.75791494e-05   6.54744190e-06]
 [  1.59992531e-04   1.65329792e-03   5.92122378e-04   2.74085663e-02
    5.75692509e-04   7.41863530e-03   1.35989045e-04   1.14965800e-03
    9.45738494e-01   1.51674934e-02]
 [  9.99923587e-01   1.30631048e-10   6.61836521e-06   7.53046407e-08
    1.95728429e-08   4.45152455e-06   1.64865946e-06   4.91465198e-06
    5.74843289e-05   1.17870911e-06]
 [  9.59312797e-01   2.03776176e-06   5.25931209e-05   6.20612846e-05
    1.49177367e-05   2.61735935e-02   1.19331712e-02   3.63319509e-06
    2.44320813e-03   2.03211630e-06]
 [  3.84352403e-03   1.06169304e-04   4.11759684e-04   3.69098261e-02
    2.36958658e-06   9.57470953e-01   4.86862351e-04   5.61121386e-04
    1.91175306e-04   1.61774715e-05]
 [  3.13515146e-03   8.26312680e-06   2.04551616e-03   1.35109825e-02
    1.02270533e-04   9.45045531e-01   1.01770984e-03   2.88082974e-05
    3.47446129e-02   3.61100159e-04]
 [  1.58553463e-04   1.57771738e-05   3.10109463e-04   3.78039545e-06
    1.22368234e-04   1.57331601e-01   8.41989279e-01   1.47036431e-07
    6.74955882e-05   9.35115679e-07]
 [  4.38497111e-04   9.75301385e-01   8.12133960e-03   3.57783772e-03
    5.92657132e-04   7.46950216e-04   5.33555809e-04   6.51257066e-03
    2.95868586e-03   1.21652102e-03]
 [  3.49501133e-05   1.89584829e-02   3.07612168e-03   1.26727462e-01
    4.81662542e-01   3.28332968e-02   3.50646931e-03   2.63769738e-03
    1.02124177e-01   2.28438869e-01]
 [  2.32133195e-02   8.59557622e-05   9.07146037e-01   4.49273316e-03
    3.33234561e-06   6.41028211e-03   1.04003551e-03   1.49275949e-02
    4.08094786e-02   1.87140715e-03]
 [  4.25159169e-06   1.58873476e-07   3.93713208e-07   1.05108702e-04
    8.88313068e-09   9.99542713e-01   4.47420575e-07   8.80668054e-08
    3.45585751e-04   1.18911953e-06]
 [  1.69138877e-06   4.17521676e-07   2.08772890e-05   1.16331115e-07
    9.98234630e-01   6.48493064e-04   3.11003852e-04   2.83298083e-04
    6.43990061e-05   4.34946676e-04]
 [  4.36417205e-04   1.69353984e-06   2.67014210e-03   2.07914214e-04
    1.28979958e-03   1.76776535e-04   3.52882194e-06   9.03986543e-02
    5.73230034e-04   9.04241800e-01]
 [  1.88250374e-06   2.68189731e-04   6.05877955e-03   9.89882648e-01
    1.67202515e-07   7.42183300e-04   9.77880336e-06   4.78798484e-06
    3.03028710e-03   1.15265368e-06]
 [  9.97938216e-01   8.41300196e-10   2.40531499e-05   3.96816677e-06
    3.05150216e-09   2.03121617e-03   8.31287537e-07   5.17928100e-08
    1.03693355e-06   7.06689718e-07]
 [  1.88288163e-06   3.58234642e-09   1.84466543e-07   1.61656714e-03
    6.74948183e-07   9.97649729e-01   1.75136108e-07   1.34009412e-07
    7.24535086e-04   6.13171278e-06]
 [  1.51787174e-03   1.11957351e-02   5.92982303e-03   2.34913826e-03
    2.00568527e-01   1.47989662e-02   2.84425006e-03   1.30579546e-01
    1.32908598e-02   6.16925240e-01]
 [  4.45902571e-02   5.65457128e-07   6.47879532e-03   7.63492823e-01
    5.52432648e-05   1.21373478e-02   2.73993192e-05   8.23284325e-04
    1.24118537e-01   4.82756533e-02]
 [  1.16391508e-04   2.99181920e-05   1.25496800e-03   3.63562582e-03
    2.31644499e-05   2.09003733e-03   5.64577349e-04   9.25856284e-07
    9.92248058e-01   3.63268664e-05]
 [  2.73720652e-04   3.05711012e-03   9.88707319e-03   5.36897361e-01
    4.76022842e-06   4.40112621e-01   8.03859672e-04   6.17728392e-06
    8.92538391e-03   3.18835191e-05]
 [  1.91566898e-04   1.48235972e-06   7.23388621e-06   5.62370478e-05
    7.74547607e-06   3.87838227e-05   2.39545628e-08   9.88584042e-01
    2.33473056e-05   1.10895541e-02]
 [  9.14234042e-05   1.95101120e-06   3.43891035e-04   4.19924676e-04
    1.41965909e-04   9.60200250e-01   1.82011616e-04   3.56433011e-05
    3.85771096e-02   5.83379961e-06]
 [  4.75913112e-07   1.54200336e-07   1.91230910e-07   6.91152454e-05
    1.86418345e-06   1.05750942e-05   1.10545473e-09   9.97232020e-01
    1.59465217e-05   2.66964850e-03]
 [  8.33429658e-06   5.66932918e-08   1.69109408e-05   2.46475684e-05
    1.95899315e-06   2.55266241e-05   1.51034456e-08   9.98039186e-01
    3.88969238e-05   1.84449635e-03]
 [  1.56163253e-04   9.45755661e-01   4.67431918e-03   1.57957599e-02
    6.54806849e-04   4.57626535e-04   3.92181275e-04   2.29097269e-02
    5.22537483e-03   3.97834275e-03]
 [  4.24899423e-04   1.16839656e-04   9.14193869e-01   6.50170520e-02
    4.26729070e-03   1.19071985e-04   1.17110293e-02   3.84003943e-05
    3.84032167e-03   2.71221303e-04]
 [  8.86708796e-02   8.67798633e-04   5.52803092e-02   3.60447157e-04
    6.37517422e-02   7.55489990e-03   7.26782978e-02   4.79641110e-02
    5.69322348e-01   9.35491994e-02]
 [  3.99152399e-04   7.42720440e-02   8.02338600e-01   8.79741162e-02
    3.73516523e-05   3.38659342e-03   5.59607055e-04   2.74127666e-02
    3.57870245e-03   4.09179702e-05]
 [  2.20977547e-08   8.01981855e-07   1.68639643e-04   9.99762237e-01
    1.29677256e-08   2.03908166e-05   4.46691617e-09   2.26979319e-05
    2.47211265e-05   5.63623075e-07]
 [  4.82422024e-07   8.40204777e-08   4.33330854e-07   4.79126393e-05
    9.38059770e-07   1.37659017e-05   1.05426601e-09   9.99344647e-01
    7.25683958e-06   5.84399793e-04]
 [  3.18699786e-05   8.44847273e-06   1.82962656e-04   5.70120756e-04
    4.29298689e-06   2.09442829e-03   1.35069076e-05   5.78352920e-05
    9.96950448e-01   8.61858425e-05]
 [  1.56774317e-04   9.86151040e-01   7.23142549e-03   1.70067791e-03
    8.22281581e-05   3.24452740e-05   2.41359783e-04   5.39860863e-04
    3.76314856e-03   1.01120655e-04]
 [  4.12413443e-04   5.46507195e-09   1.23298685e-06   2.28110844e-06
    1.06013540e-04   6.21408981e-05   1.12010516e-08   9.95985925e-01
    1.60713589e-05   3.41388769e-03]
 [  1.36775605e-03   1.14975497e-02   4.15107788e-04   8.88120472e-01
    5.56659768e-04   7.92455897e-02   8.75476107e-05   1.42464531e-03
    9.57428536e-04   1.63273010e-02]
 [  1.64125202e-04   1.56400165e-05   6.50552846e-03   6.44124448e-05
    6.16636884e-04   2.87290168e-04   9.91567075e-01   8.81272208e-05
    6.87465479e-04   3.62147080e-06]
 [  2.16490607e-05   1.01821888e-05   1.27676240e-05   1.53720521e-05
    1.39858527e-02   2.57551765e-05   5.17018998e-06   6.21096557e-03
    5.01976814e-04   9.79210317e-01]
 [  2.42660326e-06   8.26316827e-05   3.36391182e-04   9.11210736e-06
    1.23675360e-04   1.55553644e-05   9.99355495e-01   1.85326570e-07
    7.33976922e-05   1.02320848e-06]
 [  1.35004360e-04   9.84786093e-01   1.07106799e-03   8.05020891e-03
    4.21104603e-04   1.33754860e-04   3.45909415e-04   2.90142116e-03
    1.09241379e-03   1.06296607e-03]
 [  9.91819161e-06   2.67455034e-05   3.20573919e-04   9.96099591e-01
    2.07860992e-07   1.26691908e-03   9.23398886e-07   2.13587882e-05
    2.20694928e-03   4.68422440e-05]
 [  2.91519985e-03   3.64716892e-04   5.03751971e-02   2.68281512e-02
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    9.34952332e-05   3.93040658e-08]
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    9.94145155e-01   4.07778099e-03]
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    8.47755291e-05   3.23870790e-06]
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    1.60657801e-03   4.35110629e-02   2.18016561e-02   1.48067164e-04
    7.69203424e-01   4.56500892e-03]
 [  7.21624872e-07   1.71283801e-07   1.30702219e-07   1.28008396e-04
    2.60069754e-07   9.99291182e-01   9.53169092e-07   2.47679196e-07
    5.77285653e-04   1.12421037e-06]
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    9.22564941e-05   3.51799448e-04   8.31752492e-04   7.67199788e-04
    3.96659970e-03   5.88896160e-04]
 [  3.26468120e-03   1.24269529e-04   8.35187457e-05   1.84798017e-04
    6.37696087e-01   4.41032555e-03   4.82738717e-04   4.10761349e-02
    2.31972523e-03   3.10357720e-01]
 [  3.73600051e-04   9.57990348e-01   1.32691860e-02   6.75164908e-03
    1.21879042e-03   1.59554684e-03   1.53336697e-03   2.83390610e-03
    1.38671044e-02   5.66552626e-04]
 [  1.13347785e-04   2.36788082e-08   2.19107256e-04   1.95059683e-02
    6.58326060e-09   9.79482353e-01   9.72315902e-05   1.12769371e-07
    5.77982748e-04   3.87822229e-06]
 [  6.04398429e-06   2.80410024e-08   3.29079558e-06   3.34401466e-06
    1.12053414e-03   8.54889295e-05   3.74612945e-08   4.94985804e-02
    1.64809215e-04   9.49117839e-01]]
INFO:tensorflow:global_step/sec: 165.134
INFO:tensorflow:loss = 0.317213, step = 8001
INFO:tensorflow:probabilities = [[  3.14750127e-06   7.67604945e-07   4.17708943e-04   6.11309360e-06
    8.20320845e-03   8.15999229e-05   9.91230369e-01   2.63670419e-08
    5.08339581e-05   6.24464155e-06]
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    1.42637256e-03   5.08863421e-04]
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    2.84371927e-04   3.55547286e-06]
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    5.88335246e-02   2.79596020e-02]
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    2.27352581e-03   1.93764747e-04]
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    1.42214139e-05   5.85634215e-03   2.09775453e-06   2.79180167e-05
    6.26216235e-04   8.04741459e-04]
 [  7.98604265e-03   2.95885131e-02   4.83097285e-02   8.00643768e-03
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 [  2.95810423e-05   2.21237788e-05   1.55228633e-03   7.62730779e-05
    9.81754243e-01   3.75287869e-04   7.57539365e-03   4.41258380e-05
    1.11494795e-03   7.45569728e-03]
 [  3.40565084e-03   1.46351696e-03   2.22840579e-03   1.21651858e-03
    9.86422673e-02   3.25852819e-03   8.77856612e-01   4.05623541e-05
    1.00927614e-02   1.79512356e-03]]
INFO:tensorflow:probabilities = [[  9.07724199e-04   1.00307828e-02   3.17368470e-03   5.17562777e-02
    1.46338367e-04   5.40397642e-03   6.98457006e-04   6.90911897e-04
    9.19559598e-01   7.63231376e-03]
 [  1.12960086e-08   4.23291047e-09   4.17340232e-07   2.49511012e-09
    9.99887824e-01   7.17949979e-06   3.57581957e-05   4.54606607e-06
    1.39567410e-05   5.03177544e-05]
 [  3.94356408e-04   1.34822750e-03   1.71157555e-03   4.73030731e-02
    1.05312550e-02   8.15782011e-01   3.46309468e-02   2.48683791e-04
    8.03963244e-02   7.65343895e-03]
 [  2.07476478e-05   7.75001183e-08   2.16994508e-07   1.33380427e-05
    2.36796495e-03   5.83869951e-05   6.88023647e-08   4.95811217e-02
    9.33879710e-05   9.47864652e-01]
 [  9.95314598e-01   1.94652211e-10   4.16354596e-04   7.00567682e-07
    4.36408254e-06   1.50923780e-03   2.45766505e-03   7.18407246e-05
    1.91147672e-04   3.42033709e-05]
 [  5.08872517e-06   2.46120580e-05   5.07559116e-06   8.64852394e-04
    6.55781686e-01   5.01452200e-03   1.57365212e-05   2.97427317e-03
    9.82195605e-04   3.34331930e-01]
 [  4.99187596e-03   1.40735807e-04   2.92882640e-02   1.82891078e-03
    1.02206459e-02   2.14189827e-03   9.39403653e-01   1.41377409e-03
    7.09081441e-03   3.47940205e-03]
 [  3.75756499e-05   9.94621873e-01   2.90959084e-04   1.50825782e-03
    3.93913397e-05   2.58392276e-04   8.24378920e-04   2.42848677e-04
    2.10513757e-03   7.11803004e-05]
 [  6.46143917e-07   1.00788029e-05   1.00551522e-04   9.96946633e-01
    1.93071581e-09   1.15914200e-03   3.24835991e-10   1.45734148e-03
    3.21167026e-04   4.48660330e-06]
 [  6.14819783e-07   4.48462281e-08   2.26932953e-05   1.63502227e-06
    9.99378800e-01   9.08679795e-06   1.54195397e-04   1.57134244e-04
    2.00838549e-05   2.55666062e-04]
 [  9.20781808e-04   3.48410308e-02   1.27218273e-02   1.01446675e-03
    6.45791054e-01   8.23577028e-03   1.51282817e-01   8.13325681e-03
    3.28951254e-02   1.04163840e-01]
 [  3.13583878e-04   1.34094429e-04   1.92187063e-03   9.62598264e-01
    2.04255525e-03   1.94625687e-02   1.01843116e-05   2.77000709e-05
    1.12204719e-02   2.26877653e-03]
 [  9.99984026e-01   2.64598361e-11   7.05320190e-06   5.68152814e-07
    2.13166533e-08   2.75363391e-06   1.54437600e-06   1.53475526e-07
    2.26603424e-06   1.68086922e-06]
 [  1.64380239e-04   1.44119520e-04   9.97018069e-04   9.81492937e-01
    2.12888608e-06   1.43459802e-02   1.95009034e-05   9.65161744e-05
    2.73329532e-03   4.12779991e-06]
 [  3.64058769e-06   9.92627323e-01   1.02610025e-03   3.57155665e-03
    1.02020367e-05   1.90598203e-05   1.06426043e-04   1.59684813e-03
    9.52813483e-04   8.61901281e-05]
 [  4.97417688e-01   2.11704688e-07   1.47901068e-04   4.62178797e-01
    2.23733551e-07   3.60711515e-02   7.59358272e-06   1.09744833e-04
    3.31325503e-03   7.53448112e-04]
 [  7.30241463e-02   1.64309330e-02   1.49064036e-02   1.78849441e-03
    2.41252817e-02   1.11515701e-01   1.13610685e-01   7.98640121e-03
    6.17569625e-01   1.90423671e-02]
 [  4.20424301e-04   2.30534747e-02   7.68853128e-01   1.93956345e-01
    8.14120449e-06   3.61741125e-03   1.67354025e-04   8.13159917e-04
    9.01826285e-03   9.22743275e-05]
 [  9.10721254e-04   5.45743294e-03   5.44654031e-04   4.01686728e-02
    1.87411830e-02   1.23253809e-02   8.92264798e-05   1.19654484e-01
    1.99009236e-02   7.82207310e-01]
 [  3.69543326e-04   8.77748311e-01   3.48682632e-03   1.32203149e-02
    7.00573251e-03   6.51990122e-04   4.00230056e-04   8.54031816e-02
    1.79923791e-03   9.91461240e-03]
 [  3.52087227e-04   9.80504811e-01   4.28399397e-03   3.93764302e-03
    8.83467263e-04   2.96452374e-04   1.68008346e-03   4.38193651e-03
    3.27624613e-03   4.03365411e-04]
 [  2.37464465e-05   9.88605440e-01   7.72395497e-03   7.50518870e-04
    2.59678811e-04   1.84970322e-05   4.13349335e-04   3.62727907e-04
    1.79640774e-03   4.59006878e-05]
 [  3.83908511e-04   1.95790634e-01   5.65680035e-04   4.35656086e-02
    2.60687470e-01   1.51932433e-01   2.94068782e-03   2.81842873e-02
    4.36964855e-02   2.72252828e-01]
 [  3.00803175e-03   1.66383758e-02   7.62578472e-02   4.38265642e-03
    3.96607906e-01   3.21287699e-02   3.05207260e-02   9.54977330e-03
    2.55648810e-02   4.05341059e-01]
 [  2.26672259e-04   2.41231191e-05   9.93139684e-01   2.23407615e-03
    9.14492586e-04   6.80334633e-05   1.16094004e-03   1.98673079e-04
    1.92558265e-03   1.07732536e-04]
 [  2.25412403e-03   5.44814058e-02   2.34671845e-03   4.52641258e-03
    3.44748795e-03   1.59430742e-01   1.57341622e-02   1.69547810e-03
    7.52065122e-01   4.01833793e-03]
 [  1.64898741e-03   4.19551070e-04   8.52392332e-05   6.87952052e-05
    3.16405603e-05   6.60522142e-04   4.71005915e-04   1.42895020e-04
    9.93577540e-01   2.89386162e-03]
 [  1.00747075e-05   1.47116487e-03   2.01163790e-03   9.95844066e-01
    1.51432573e-06   3.75459087e-04   5.86948363e-06   1.34013944e-05
    2.13775871e-04   5.29692334e-05]
 [  2.34748381e-06   7.68417223e-08   4.31198988e-09   2.49618024e-04
    1.39531956e-04   2.09024929e-05   1.20743771e-08   9.85384405e-01
    5.81363656e-06   1.41972499e-02]
 [  5.54607541e-05   1.37024381e-05   1.26687402e-04   4.35083803e-06
    9.80849326e-01   1.23774754e-02   2.98559433e-03   3.69756483e-04
    2.48360704e-03   7.34056288e-04]
 [  2.03956151e-05   3.38871439e-04   1.72748023e-05   3.58117418e-03
    1.64832380e-02   9.33218573e-04   4.89894501e-06   7.75797293e-02
    2.02937275e-02   8.80747497e-01]
 [  1.07132277e-04   3.96226387e-04   1.33525836e-03   5.79346612e-04
    3.75890434e-01   3.97895725e-04   2.80824199e-04   1.59106012e-02
    5.75688761e-03   5.99345386e-01]
 [  7.31860346e-04   1.51139011e-05   3.49795935e-03   9.76597075e-05
    7.80867115e-02   2.25210941e-04   9.13861096e-01   2.30927515e-04
    2.40427046e-03   8.49121774e-04]
 [  2.21141940e-03   4.03187890e-03   7.83108699e-05   2.77408008e-02
    1.28041282e-02   8.98454487e-01   1.02061161e-03   2.18147412e-03
    1.03812898e-02   4.10956554e-02]
 [  4.42003397e-07   1.43615864e-04   9.95144427e-01   1.14928400e-04
    1.01417769e-04   1.75876323e-07   4.41495748e-03   3.54878393e-05
    3.96847245e-05   4.85225200e-06]
 [  2.39118672e-05   8.80724052e-04   1.76652949e-02   9.66365159e-01
    4.35114984e-08   3.43267777e-04   9.47291099e-08   1.17988288e-02
    2.89137778e-03   3.11853219e-05]
 [  3.56184091e-06   6.45425359e-07   6.37562948e-07   1.02676295e-05
    3.25210462e-03   1.35808776e-04   3.33718816e-07   7.19248923e-03
    2.07992300e-04   9.89196181e-01]
 [  3.11757952e-01   6.96108560e-04   5.51996194e-03   1.60151869e-02
    7.87437800e-03   3.47853079e-02   9.45353657e-02   1.80257559e-02
    3.20587337e-01   1.90202683e-01]
 [  2.51524089e-05   9.88234878e-01   2.32676137e-03   4.15410381e-03
    5.09114412e-04   5.81060704e-05   2.99365696e-04   1.31741446e-03
    2.26339744e-03   8.11560079e-04]
 [  1.24827311e-05   5.23017734e-05   5.31279831e-04   3.02906174e-05
    9.94613051e-01   1.36983668e-04   2.41124607e-03   2.69989814e-05
    2.48948316e-04   1.93637027e-03]
 [  5.10021637e-05   9.68337715e-01   4.94458189e-04   2.90852651e-04
    4.87694233e-05   2.64214614e-04   3.49148852e-03   2.35205414e-04
    2.67270934e-02   5.92554752e-05]
 [  9.99651670e-01   2.93040836e-09   6.98947624e-05   4.45848127e-05
    1.45416157e-09   2.19460839e-04   7.41255860e-07   8.15176975e-07
    6.75365118e-06   5.93249342e-06]
 [  4.55257796e-05   2.42916849e-06   8.56599654e-05   9.98375058e-01
    4.08338610e-06   8.52392812e-04   1.03044692e-06   3.75208583e-06
    6.01823267e-04   2.80605691e-05]
 [  1.28353306e-04   9.88442004e-01   1.03195582e-03   2.76448409e-04
    1.69037419e-04   9.96288843e-04   8.13044491e-04   1.78242044e-04
    7.94938207e-03   1.52459152e-05]
 [  1.01366422e-04   6.41481811e-03   1.35626066e-02   2.29799931e-04
    6.57012966e-03   3.33324098e-03   9.68173742e-01   2.51527536e-06
    1.56302552e-03   4.86627250e-05]
 [  2.02696910e-03   2.07157223e-04   1.10126508e-03   7.88208505e-04
    2.13485956e-02   1.45894114e-03   2.26605000e-04   8.48706812e-02
    1.62048936e-02   8.71766686e-01]
 [  6.58698022e-01   1.98106378e-07   2.88105966e-05   3.31355399e-03
    7.67757342e-07   4.07119356e-02   1.02295817e-05   2.79960126e-01
    1.71466134e-02   1.29714288e-04]
 [  1.26453431e-03   3.17105732e-05   1.98814850e-02   9.73709524e-01
    1.73234255e-07   1.90668064e-03   1.11998306e-05   7.62594664e-06
    3.16047552e-03   2.67270789e-05]
 [  4.05100109e-05   5.70712882e-06   2.45917938e-04   2.50378089e-05
    1.84387900e-02   3.58233374e-04   9.77941275e-01   9.08551010e-06
    2.91370018e-03   2.18345958e-05]
 [  3.72305252e-02   7.57636651e-02   3.39608267e-02   3.10830981e-03
    1.45633556e-02   3.33819270e-01   1.01719841e-01   3.62832025e-02
    3.60115796e-01   3.43518029e-03]
 [  2.89396269e-07   1.66131235e-06   1.42395920e-05   9.99298930e-01
    1.47562673e-07   2.47958465e-04   2.95187252e-08   2.65480885e-05
    4.06791660e-04   3.39946155e-06]
 [  9.96989071e-01   1.14879228e-09   1.21209501e-04   6.25031244e-05
    3.55134877e-09   2.81270803e-03   2.44592047e-06   6.43491103e-06
    2.13585099e-06   3.47489527e-06]
 [  9.98301983e-01   5.23834220e-09   6.74119568e-04   1.63205805e-05
    1.61595253e-05   3.06653346e-05   1.27170468e-04   1.14436000e-06
    1.03906612e-04   7.28300831e-04]
 [  6.76873780e-04   7.30475949e-06   4.22598794e-03   8.11260361e-06
    1.51444192e-03   1.62275450e-04   9.93283987e-01   8.65972925e-06
    9.53848066e-05   1.69074083e-05]
 [  6.00781990e-04   1.53377532e-05   3.34839948e-04   8.18948299e-02
    2.32803541e-05   9.10044491e-01   6.19501458e-04   1.39337931e-06
    6.45422749e-03   1.13398155e-05]
 [  1.85697223e-03   5.94336734e-06   6.34042313e-04   1.37133582e-04
    6.47917681e-04   3.17539671e-03   1.20536296e-03   8.54578335e-04
    9.77592647e-01   1.38900736e-02]
 [  7.00327146e-05   4.38814372e-04   1.38448726e-04   4.27718414e-03
    9.46014840e-03   8.85712390e-04   1.16455567e-05   7.00170249e-02
    1.71132910e-03   9.12989616e-01]
 [  2.56734711e-05   2.58596697e-06   1.71763706e-04   8.48341585e-07
    9.63597617e-04   1.00465688e-04   9.98619914e-01   4.57425614e-07
    1.13473565e-04   1.21691892e-06]
 [  2.65996314e-05   9.95026052e-01   5.13690931e-04   2.07369844e-03
    5.87343602e-05   6.14316377e-05   3.19216109e-04   1.50174950e-04
    1.48055609e-03   2.89866788e-04]
 [  2.91027041e-04   1.30535482e-04   4.97088418e-04   4.54096869e-03
    1.26572162e-01   6.65246695e-03   1.19375414e-04   1.45315081e-01
    1.88210700e-02   6.97060227e-01]
 [  9.52332630e-05   2.76168957e-05   3.11528383e-05   3.87339154e-04
    1.88480318e-02   1.26961284e-04   8.82958284e-06   9.63465348e-02
    9.09531955e-05   8.84037435e-01]
 [  2.26812833e-03   1.71071988e-05   2.79600608e-05   9.47034336e-04
    1.67673115e-05   9.94041264e-01   4.97407927e-06   1.70434627e-03
    8.49413744e-04   1.23051374e-04]
 [  5.68878662e-04   5.35203086e-04   1.39856746e-03   6.12815129e-05
    1.91919025e-05   3.63397878e-04   1.50740072e-02   4.59889463e-07
    9.81952369e-01   2.66923180e-05]
 [  3.21128404e-08   4.44797024e-06   1.18784556e-04   9.99732316e-01
    1.09560601e-08   4.59511793e-05   3.41075901e-09   2.69256384e-06
    9.49603273e-05   6.91493767e-07]
 [  3.48320827e-02   9.36001018e-02   1.18127093e-02   1.31222736e-02
    1.49389543e-02   3.15169901e-01   1.28286183e-01   4.94595338e-03
    3.76072437e-01   7.21940259e-03]
 [  1.40935890e-05   9.93009090e-01   2.81299552e-04   2.41843821e-03
    1.50407635e-04   5.15860680e-04   7.61335104e-05   1.78703433e-03
    1.58458948e-03   1.63172692e-04]
 [  2.29044745e-04   2.46551872e-06   1.40337227e-02   1.11762345e-01
    1.01658679e-05   9.27365443e-04   1.29093178e-05   7.20304495e-04
    8.71462643e-01   8.38986540e-04]
 [  7.26158964e-04   9.54360127e-01   4.21410613e-03   1.88743025e-02
    1.18442241e-03   1.56775047e-03   1.43617974e-03   1.06292469e-02
    2.99169170e-03   4.01594304e-03]
 [  1.43397216e-07   5.39662869e-05   9.98995602e-01   7.22683326e-04
    1.88043498e-06   1.05763274e-06   1.94895751e-04   8.57859504e-06
    2.11963543e-05   3.42282078e-08]
 [  3.41780687e-05   6.87598658e-04   3.45601962e-04   2.40184204e-03
    6.80724144e-01   9.91370529e-02   3.64913209e-03   1.09259874e-01
    5.21932989e-02   5.15673757e-02]
 [  2.97210079e-09   2.17154348e-08   9.99979258e-01   2.02102983e-05
    1.72863845e-09   1.75223080e-09   1.71468333e-08   1.06276392e-08
    4.22811269e-07   3.08573100e-09]
 [  9.57621727e-04   2.16815111e-04   2.56959587e-01   6.64913356e-01
    1.26903033e-04   1.15787284e-03   1.22841975e-05   3.06006875e-02
    1.44270738e-03   4.36122045e-02]
 [  4.89863625e-04   1.62190372e-06   4.43713070e-04   9.32127517e-03
    1.39795839e-05   9.87030208e-01   9.29849688e-04   4.80034350e-06
    1.74151978e-03   2.31044705e-05]
 [  6.12503209e-04   3.32707168e-06   6.02620639e-05   3.45618604e-03
    1.15757408e-04   9.82386708e-01   3.65599059e-04   9.32969840e-07
    1.29224434e-02   7.62769632e-05]
 [  7.36168819e-04   2.05787201e-05   3.04842775e-04   1.40204735e-03
    1.46739287e-02   1.40838027e-02   2.39112787e-03   2.40915315e-03
    7.87697911e-01   1.76280469e-01]
 [  9.72818270e-06   9.94981110e-01   3.17336235e-04   2.28796760e-03
    9.98905743e-05   3.74495321e-05   3.24958033e-04   8.73396581e-04
    5.01111266e-04   5.66988776e-04]
 [  5.33831517e-05   5.90356649e-06   6.01445208e-07   7.94579864e-06
    1.91591855e-04   9.94531631e-01   4.47369785e-05   2.99583149e-07
    4.91669867e-03   2.47239135e-04]
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    5.65324081e-06   9.55314536e-05   7.41197312e-07   2.19469130e-05
    9.95332062e-01   1.83656579e-04]
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    8.82150650e-01   4.91550367e-04   1.12726213e-03   2.27900920e-03
    2.13378365e-03   1.11652836e-01]
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    2.52638273e-02   1.67648390e-01   1.24927804e-01   1.20002916e-02
    1.50678918e-01   2.59898547e-02]
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    4.57661081e-05   2.80451146e-04   3.37391533e-03   3.62122264e-05
    1.50642311e-02   3.19119827e-05]
 [  1.00308367e-04   1.59442116e-05   1.24810722e-05   1.12306399e-04
    1.19839147e-01   1.20344823e-02   1.11558220e-04   3.83261889e-01
    1.18738338e-02   4.72638100e-01]
 [  2.98503505e-06   8.44140231e-07   9.99942780e-01   2.49578552e-05
    1.38627243e-07   1.93946633e-07   2.61097284e-05   1.90496351e-07
    8.03579894e-07   9.16612350e-07]
 [  1.08227655e-02   3.36086601e-01   2.00333998e-01   8.11047852e-02
    1.09501835e-03   2.06314325e-02   2.95511276e-01   9.09943774e-04
    5.33410423e-02   1.63149467e-04]
 [  3.17870028e-04   9.89672303e-01   9.38507437e-04   2.89965863e-03
    8.69446740e-05   4.38760617e-04   7.67476566e-04   3.16497317e-04
    4.15009074e-03   4.11873538e-04]
 [  4.43964294e-04   4.13123664e-04   8.05014133e-05   4.39601159e-03
    2.97451615e-01   2.18823645e-02   1.40421995e-04   6.39632717e-03
    1.12293949e-02   6.57566249e-01]
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    1.46183034e-03   2.41608232e-05   9.98258412e-01   2.41552442e-07
    3.76727767e-05   1.27935436e-05]
 [  6.32665569e-06   9.95558739e-01   2.21499562e-04   1.73751917e-03
    9.77656528e-05   3.47535606e-05   6.35582313e-04   2.59191467e-04
    1.36037276e-03   8.83017565e-05]
 [  1.69033417e-04   1.13160197e-04   2.09679874e-03   9.95363916e-06
    1.08870883e-02   1.46827269e-02   9.62342083e-01   5.28322062e-07
    9.61200055e-03   8.64724934e-05]
 [  2.03300970e-05   2.50869809e-04   3.02752882e-01   2.64581572e-03
    6.69028640e-01   2.69350188e-04   3.74172302e-03   1.24680740e-03
    3.31647694e-03   1.67270508e-02]
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    5.80090622e-04   2.41092639e-03   1.22366313e-04   8.84521194e-03
    8.97417307e-01   3.55049665e-03]
 [  2.27758312e-03   1.13147581e-02   6.66687917e-03   4.40385453e-02
    6.84498530e-03   8.79550397e-01   4.44179587e-03   1.21871119e-04
    4.43661436e-02   3.77020129e-04]
 [  9.98590052e-01   2.83658501e-08   5.74806609e-06   1.25239050e-04
    1.20922175e-06   1.12334418e-03   1.63330296e-05   8.82196036e-05
    4.88021651e-05   1.12735722e-06]
 [  1.25149982e-02   1.16327656e-05   9.33993259e-04   9.22802938e-05
    3.39950639e-05   1.02881191e-03   9.80918288e-01   1.51022476e-07
    4.46278369e-03   3.03993829e-06]
 [  2.63040274e-05   3.60048434e-05   1.83824988e-04   4.40030964e-03
    4.54150170e-01   1.67701840e-02   3.06096888e-04   2.33785482e-03
    1.26915231e-01   3.94874036e-01]
 [  3.66049185e-02   1.91306796e-07   3.12549790e-04   2.61691603e-04
    1.52803368e-05   9.54967439e-01   4.61107260e-03   7.25354639e-08
    3.22664250e-03   9.56352935e-08]
 [  9.96455783e-05   5.87432260e-06   3.31819974e-05   5.12339699e-04
    9.05811489e-02   2.90555035e-04   3.13276723e-05   6.67703375e-02
    1.85663369e-03   8.39818954e-01]
 [  6.73825489e-05   1.73374239e-04   2.95250029e-05   1.59650997e-04
    3.11799056e-04   2.31646191e-04   3.46649426e-06   9.49598610e-01
    8.28152697e-04   4.85964008e-02]
 [  2.63905921e-03   1.71793194e-03   1.49272091e-03   8.79147497e-04
    8.19440756e-04   2.40401155e-03   9.73453045e-01   1.48094057e-06
    1.65298842e-02   6.32032607e-05]
 [  7.91092534e-05   9.84796524e-01   2.20971252e-03   5.91419358e-03
    1.11895928e-03   1.54027861e-04   3.98545060e-04   2.42168643e-03
    2.49584531e-03   4.11339162e-04]]
INFO:tensorflow:global_step/sec: 161.526
INFO:tensorflow:loss = 0.171702, step = 8101
INFO:tensorflow:probabilities = [[  1.03406848e-04   3.78144068e-06   9.29456321e-04   2.97538605e-07
    1.18048163e-04   3.75581207e-04   9.98463392e-01   1.96432239e-08
    5.70388920e-06   3.49742265e-07]
 [  5.41852323e-08   6.19580121e-08   9.99531388e-01   4.68093989e-04
    1.75425763e-09   1.68335408e-08   3.33277157e-08   2.72459062e-07
    2.86255244e-07   2.58031747e-08]
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    6.17413889e-08   1.41192271e-04   7.14925250e-07   3.01233990e-06
    1.10044636e-01   5.56887971e-05]
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    1.80560397e-03   5.37072265e-06]
 [  9.07583126e-06   1.76411952e-08   2.09657159e-07   1.90593346e-04
    1.85810967e-09   9.99660730e-01   3.91785852e-06   1.40433620e-09
    1.35529612e-04   1.23411219e-08]
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    1.70923565e-02   1.31273204e-02]
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    3.62990599e-04   4.81041102e-03]
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    1.52435805e-05   3.03831766e-05   1.89128201e-04   9.67181695e-05
    1.51824998e-03   4.99139387e-05]
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    1.95455295e-03   4.24509123e-02   1.04118017e-02   1.88775084e-05
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    8.79524648e-03   2.79413611e-01]
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    1.59685751e-05   7.78521837e-07]
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    3.99400778e-06   4.68866261e-07]
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    2.07749847e-03   4.20038778e-05]
 [  2.93557387e-05   2.13597392e-04   1.40221746e-04   9.96412337e-01
    7.88066336e-06   2.54224963e-03   2.41287921e-07   8.66536357e-05
    2.18111207e-04   3.49316397e-04]
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    2.28767414e-04   1.52865611e-02   1.29152432e-01   8.12808610e-03
    5.91368088e-03   2.51688203e-03]
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    8.53198217e-05   5.23042690e-04   1.01155069e-06   9.70139265e-01
    1.67137338e-03   1.49978865e-02]
 [  2.22693757e-06   6.32104320e-06   1.31829006e-06   1.41124969e-04
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    2.94693746e-06   6.77582994e-03]
 [  6.33555348e-04   8.69378637e-05   1.55776814e-01   6.88163042e-01
    7.46193109e-06   3.63722746e-03   2.04053890e-06   6.70108199e-03
    1.38245091e-01   6.74666418e-03]
 [  1.09231649e-02   2.14832573e-04   2.29950324e-01   1.51404424e-03
    2.31059566e-02   6.72520697e-03   6.89192414e-01   6.47571264e-03
    2.45867930e-02   7.31161516e-03]
 [  1.14549337e-04   1.25695515e-05   2.62716003e-05   9.84707032e-04
    3.39669853e-01   3.02057480e-03   5.40099791e-05   3.07246074e-02
    9.10981384e-04   6.24481916e-01]
 [  2.50148787e-07   4.62110279e-07   9.99519587e-01   3.87846201e-04
    1.40975587e-07   2.81812333e-07   8.97203281e-05   2.14776861e-07
    1.50818619e-06   6.44099885e-09]
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    1.41652999e-03   9.80141294e-07]
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    1.79668027e-03   1.04094564e-03]
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    1.56626559e-03   1.35312259e-01]
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    1.98819372e-03   3.96868167e-03   1.64598413e-02   1.80771076e-05
    5.39623108e-03   7.74539440e-05]
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    7.67943449e-04   1.99768547e-05]
 [  1.34769815e-03   4.82473942e-03   3.46693099e-02   1.94899912e-03
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    9.28856611e-01   1.62281888e-03]
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    1.67032893e-04   5.86866809e-04]
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    6.69184432e-04   9.53877361e-07]
 [  1.24183259e-06   9.89309910e-07   1.29732155e-06   2.36841297e-04
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    1.33033482e-05   7.85199518e-07]
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    3.85383260e-04   4.04459752e-06]
 [  2.91643960e-06   2.54250153e-05   7.77567766e-05   9.95875061e-01
    2.00382215e-06   9.00854997e-04   2.68979420e-07   5.27757453e-04
    1.07385986e-03   1.51412620e-03]
 [  1.98276211e-06   7.17463365e-07   6.99777775e-06   2.25384701e-05
    9.96848285e-01   2.35306761e-05   3.05965514e-04   2.19126916e-04
    1.49476022e-04   2.42136535e-03]
 [  1.62629309e-04   9.65112150e-01   1.99538656e-03   1.04860775e-02
    2.89864460e-04   1.01030084e-04   2.94168683e-04   1.60297751e-02
    2.42434605e-03   3.10458220e-03]
 [  5.11141661e-05   2.00678387e-05   8.11161735e-05   6.28128881e-04
    5.15810098e-06   7.97024859e-06   4.92172454e-08   9.93745327e-01
    7.59024842e-05   5.38516184e-03]
 [  1.41860000e-05   2.14842055e-03   4.65978228e-04   3.18021025e-03
    5.17475673e-05   4.56808493e-06   7.17679541e-07   9.89972949e-01
    2.08525787e-04   3.95266432e-03]
 [  5.63729845e-04   1.14727136e-05   8.78876926e-06   9.00216321e-07
    2.63054119e-07   9.97361481e-01   3.95128009e-05   4.35643813e-07
    2.01180205e-03   1.58416674e-06]
 [  1.84528415e-06   1.08460171e-07   3.57385725e-05   1.84707285e-04
    8.95211577e-01   2.17849047e-05   4.95767490e-05   3.16404301e-04
    3.42464569e-04   1.03835754e-01]
 [  3.52366349e-08   2.12306521e-04   9.99531865e-01   2.47101911e-04
    3.22702611e-08   1.27548489e-07   3.29407726e-06   5.87159661e-07
    4.62150092e-06   2.70056710e-09]
 [  9.97451723e-01   6.71630929e-09   1.67865728e-04   1.18548678e-05
    2.63299049e-09   1.91076961e-03   7.00593810e-05   1.04726951e-05
    3.70953581e-04   6.20357059e-06]
 [  5.25518658e-07   2.39308207e-07   1.32558995e-03   5.85710211e-07
    4.14188034e-05   4.08577671e-06   9.98610854e-01   1.01260766e-09
    1.66334521e-05   3.64277497e-08]
 [  5.30831935e-03   1.15059004e-06   2.06636778e-05   7.00934383e-04
    2.56243773e-04   1.35638355e-03   1.07308024e-05   9.87475455e-01
    4.12352128e-05   4.82892385e-03]
 [  2.01917393e-03   2.38413418e-06   3.50922455e-05   3.60872618e-05
    1.57134287e-04   9.82127488e-01   2.32597743e-03   1.59471782e-07
    1.32542066e-02   4.22741796e-05]
 [  5.27724005e-05   1.85247569e-04   5.04107401e-03   8.23175013e-01
    1.14287377e-06   1.03977220e-02   1.65448307e-06   1.15647257e-04
    1.61011830e-01   1.76380272e-05]
 [  3.39099759e-04   1.89252910e-06   1.71974461e-04   1.11824356e-03
    3.43987631e-05   1.83461998e-02   5.66644994e-05   1.64783069e-06
    9.76315916e-01   3.61395371e-03]
 [  1.05338178e-04   1.36199287e-05   3.40464758e-04   9.97422814e-01
    7.72546286e-07   1.85667141e-03   7.14733505e-06   1.14442889e-06
    2.43268631e-04   8.75986370e-06]
 [  2.52765130e-05   3.14904959e-04   7.50407635e-05   2.72328127e-03
    2.49587581e-04   8.51151592e-04   1.38160408e-06   9.79707003e-01
    7.52371445e-04   1.53000038e-02]
 [  5.50373159e-07   1.72776367e-06   6.52073068e-04   9.49101508e-01
    2.87338442e-09   6.22152234e-04   4.68945682e-09   2.09085163e-04
    4.94072251e-02   5.76134380e-06]
 [  3.70195039e-07   2.90883577e-07   7.57024449e-04   9.98900771e-01
    5.87214615e-08   9.52490591e-05   4.14132231e-08   2.47340631e-06
    2.43508766e-04   2.83676826e-07]
 [  2.35177067e-04   1.33682533e-06   1.17142599e-05   6.51377486e-05
    4.08395613e-03   1.00323930e-03   2.75624802e-06   1.84544384e-01
    1.12499332e-03   8.08927238e-01]
 [  3.72040049e-05   5.03993688e-05   4.32567950e-03   3.23557248e-03
    1.99316259e-04   4.67251167e-02   1.64688914e-03   3.47899595e-06
    9.43741858e-01   3.45003828e-05]
 [  4.58294198e-05   4.56516864e-06   1.60574455e-05   8.90371375e-05
    2.45239971e-06   2.67184278e-05   1.28919213e-08   9.98464942e-01
    2.04844600e-05   1.32983038e-03]
 [  9.98005047e-02   4.53082394e-05   1.58129279e-02   1.30083729e-02
    1.62985496e-04   7.57210374e-01   2.10164785e-02   3.64601183e-05
    9.27236080e-02   1.83097887e-04]
 [  6.53441399e-02   4.69818682e-04   3.58574907e-03   5.66630042e-04
    1.45338802e-03   6.07894920e-03   6.97249454e-03   2.01312872e-03
    9.04052556e-01   9.46310535e-03]
 [  6.40932994e-05   1.43822672e-05   1.69422579e-04   7.27220640e-06
    2.20340575e-04   7.94664593e-05   9.98946369e-01   1.37771949e-07
    4.95787070e-04   2.88409501e-06]
 [  5.18426416e-04   5.37595997e-06   9.90228176e-01   3.69233359e-03
    8.92894703e-10   1.02440863e-04   8.20323294e-06   2.03497272e-08
    5.44519769e-03   6.14672935e-09]
 [  9.02897853e-04   2.10051468e-04   1.67935301e-04   7.13218353e-04
    2.88366497e-01   5.73338330e-01   2.20045168e-03   4.73699793e-02
    4.78653908e-02   3.88652943e-02]
 [  1.40385116e-02   5.82889788e-06   1.19104436e-04   1.80893522e-02
    4.86018337e-07   9.66517925e-01   5.00514172e-04   7.43777582e-06
    7.02903897e-04   1.78356440e-05]
 [  9.44266576e-05   1.80818176e-06   9.97627914e-01   1.41432195e-03
    2.74351265e-07   6.59208163e-05   6.03361650e-06   6.76290016e-04
    9.41895360e-06   1.03752696e-04]
 [  9.93662596e-01   6.62184141e-10   1.67661744e-06   7.38321933e-06
    1.17520331e-08   6.31401083e-03   1.94130493e-07   1.95826419e-06
    7.53745371e-06   4.51765072e-06]
 [  1.05498032e-06   1.49334241e-07   9.99866843e-01   5.53819009e-05
    2.01197895e-06   4.63453134e-08   1.67930630e-05   2.49864627e-07
    5.73537582e-05   8.08306666e-08]
 [  1.57212460e-04   6.24511131e-07   1.63453399e-06   4.19396162e-03
    2.89796901e-07   9.95565951e-01   4.90182765e-06   4.35048690e-07
    5.16849504e-05   2.33662759e-05]
 [  1.26530154e-04   2.01736018e-02   8.47869515e-01   4.65314537e-02
    4.63009710e-05   1.70200641e-04   4.24773825e-05   3.72392894e-03
    8.11171755e-02   1.98785565e-04]
 [  2.98374845e-03   4.26777202e-04   9.58117068e-01   3.93664232e-03
    1.70544160e-06   1.63860340e-02   2.02878640e-04   2.98642000e-04
    1.74388178e-02   2.07699864e-04]
 [  5.53037644e-05   2.58075579e-05   2.55434890e-03   3.25777328e-05
    9.85711157e-01   1.24248734e-04   1.43065606e-03   2.72933044e-03
    1.85465033e-03   5.48198633e-03]
 [  2.22032190e-06   7.67208985e-06   5.62230265e-03   4.60433448e-03
    3.07315313e-05   3.07253868e-06   1.30575904e-06   9.85965133e-01
    5.01590141e-04   3.26168467e-03]
 [  2.85137885e-05   7.27619317e-06   9.93006825e-01   5.16010821e-03
    1.62712315e-08   1.24187762e-04   4.43229055e-06   1.62475262e-04
    1.50551717e-03   7.34396565e-07]
 [  8.66359585e-07   3.00829902e-06   2.07512858e-05   1.34908280e-03
    3.12058717e-07   2.85286660e-05   2.16826823e-08   9.98010218e-01
    1.18828248e-05   5.75351820e-04]
 [  3.09245434e-06   7.47017766e-05   1.88445207e-02   8.83466005e-01
    3.07410155e-05   5.73652750e-03   1.05983310e-03   1.60205673e-06
    9.07782465e-02   4.67377458e-06]
 [  3.54494150e-05   1.43739862e-06   1.70522753e-07   5.12195402e-05
    1.88447554e-02   2.10218495e-04   1.01297428e-06   2.00043828e-03
    5.33554667e-05   9.78801966e-01]
 [  1.16586072e-07   5.46708883e-08   1.85234921e-06   3.10420688e-07
    9.99699473e-01   5.14836483e-06   2.47790540e-05   3.14346835e-05
    5.62502282e-06   2.31247090e-04]
 [  1.42644451e-04   1.45380816e-03   2.21030995e-01   3.00405398e-02
    8.07041011e-04   5.61364694e-03   7.38014042e-01   1.63949234e-03
    1.22861995e-03   2.91089418e-05]
 [  1.14516506e-05   9.97914493e-01   1.09652559e-04   3.21052066e-04
    2.37590302e-05   7.85615048e-05   3.00391170e-04   1.34323505e-04
    1.04662543e-03   5.96910795e-05]
 [  6.04307628e-04   3.44405584e-02   5.11717737e-01   6.74276873e-02
    1.66599464e-04   4.48024832e-03   3.51488648e-04   3.84214446e-02
    3.37531000e-01   4.85882862e-03]
 [  9.98385787e-01   1.03386268e-08   8.67266062e-05   6.98703952e-05
    3.68700199e-07   5.07188437e-04   3.03498909e-05   9.34690524e-06
    8.88153678e-04   2.22789695e-05]
 [  9.39927821e-04   4.05794672e-05   7.07354164e-04   5.00458467e-04
    5.93246613e-03   3.06601450e-03   1.22563051e-05   2.30723456e-01
    5.84819093e-02   6.99595511e-01]]
INFO:tensorflow:probabilities = [[  8.05738091e-05   9.76908982e-01   1.10499782e-03   1.19559787e-04
    1.35631844e-05   2.08147598e-04   7.29092397e-03   5.44805334e-06
    1.42359519e-02   3.19629617e-05]
 [  6.48408013e-06   6.66580547e-07   1.98224116e-05   1.70350497e-04
    2.99796574e-02   2.17546272e-04   3.20303047e-06   2.82661766e-02
    2.31734547e-03   9.39018786e-01]
 [  9.35852587e-01   1.86031093e-10   9.55199648e-04   1.63911190e-03
    1.65214759e-10   6.14190623e-02   3.73150080e-08   1.25907507e-04
    7.01562749e-06   1.08601785e-06]
 [  2.68747062e-05   9.95032668e-01   5.64101851e-04   1.59660738e-03
    1.44472680e-04   2.65387935e-05   2.36758628e-04   4.98641341e-04
    1.73247140e-03   1.40686141e-04]
 [  2.14280117e-05   5.88709440e-07   5.92793163e-04   3.78742311e-06
    6.43468811e-05   1.83014872e-05   9.99231696e-01   1.15033652e-06
    6.22671141e-05   3.55203520e-06]
 [  1.74916582e-04   9.86358106e-01   6.60837861e-04   5.03482181e-04
    1.01015234e-04   4.91005019e-04   3.89350782e-04   8.17978434e-05
    1.09809451e-02   2.58446875e-04]
 [  1.29784638e-07   8.57912528e-06   1.18651507e-04   9.99299407e-01
    2.67686318e-10   1.01916805e-04   3.93183403e-10   3.32440432e-05
    4.36994975e-04   1.10064741e-06]
 [  1.07787525e-06   3.70425710e-07   8.69040232e-05   9.99877810e-01
    1.51744062e-10   2.12212453e-05   8.39841252e-10   1.18276339e-05
    8.60358398e-07   2.21678031e-09]
 [  9.99971509e-01   1.24169399e-11   3.18875232e-06   3.38027434e-07
    1.04425454e-10   1.71610900e-05   3.90342529e-06   7.74515456e-08
    3.27245084e-06   4.37349911e-07]
 [  8.66313338e-01   7.11995938e-08   1.35918846e-04   2.57036416e-03
    8.95535550e-07   1.29958153e-01   2.74123545e-06   5.71866811e-04
    1.12332942e-04   3.34319513e-04]
 [  5.56775311e-04   1.94081120e-04   1.82629410e-05   5.97574515e-04
    1.00586949e-05   9.96131063e-01   3.87508298e-05   1.05973690e-04
    2.25795922e-03   8.95200865e-05]
 [  3.03333905e-03   7.02532183e-04   5.43174683e-04   4.43810772e-04
    4.87715413e-04   6.01918530e-03   4.91692044e-04   4.03072860e-04
    9.85285103e-01   2.59039272e-03]
 [  3.57072830e-04   3.65610991e-04   9.50932920e-01   4.72363532e-02
    6.57440469e-05   2.10789331e-05   1.14008915e-04   3.56691977e-04
    4.67881036e-04   8.26793184e-05]
 [  2.03447125e-04   1.45844897e-05   8.84886776e-06   9.43524239e-04
    1.47353504e-02   9.75132227e-01   4.66179755e-03   1.66982761e-06
    2.61640805e-03   1.68216391e-03]
 [  2.93684993e-02   1.42539982e-04   9.34172750e-01   1.85974482e-02
    1.45308222e-04   1.92543911e-03   5.98244928e-03   1.73095276e-03
    7.11496174e-03   8.19643144e-04]
 [  9.91420388e-01   7.39789073e-07   1.60473597e-03   4.10778448e-05
    3.17590020e-05   5.03217103e-03   1.22076808e-03   2.42322330e-05
    6.05828362e-04   1.83228585e-05]
 [  5.49273856e-04   6.26538022e-05   2.63942182e-02   3.20028601e-04
    8.23440015e-01   3.27658461e-04   1.21414952e-01   3.18971579e-03
    9.06768814e-03   1.52338445e-02]
 [  1.30326953e-06   8.19263732e-08   3.00343585e-04   1.48647041e-05
    9.98499036e-01   1.93994259e-04   3.65269167e-04   5.27872289e-05
    5.94368830e-05   5.12862869e-04]
 [  8.43362708e-04   1.40730172e-05   4.43888269e-03   1.22414986e-06
    1.81348441e-04   1.18447548e-04   9.94374990e-01   7.33847045e-08
    2.58584096e-05   1.78007974e-06]
 [  1.39782660e-05   2.79969769e-04   1.58142135e-03   1.49867967e-01
    1.84071250e-05   2.30923892e-04   7.28674365e-07   8.45967531e-01
    3.37529636e-04   1.70151424e-03]
 [  6.10730027e-08   1.28507454e-08   9.95465598e-07   9.99966264e-01
    3.23683372e-11   2.07587327e-05   1.87301868e-10   5.70300820e-08
    1.18737535e-05   9.00235886e-09]
 [  6.19340164e-04   1.79956314e-05   9.93527591e-01   8.17946973e-04
    2.99403467e-07   1.85860076e-03   1.77708874e-03   4.29136890e-06
    1.37685100e-03   2.24297043e-08]
 [  1.08109503e-04   1.61322369e-03   8.05798452e-04   5.73547706e-02
    3.12224961e-06   9.14255099e-04   1.45755475e-05   1.08341264e-05
    9.39079225e-01   9.60623729e-05]
 [  6.76244032e-04   9.78251934e-01   7.95587804e-03   3.91531084e-03
    4.42451361e-04   4.49934043e-04   8.44472321e-04   3.85928433e-04
    6.60215784e-03   4.75908077e-04]
 [  1.10664958e-04   1.54300105e-05   1.74895380e-04   7.73654901e-05
    9.82724249e-01   6.33369549e-04   3.00787564e-04   5.14745654e-04
    1.31495486e-04   1.53170098e-02]
 [  4.77408059e-04   9.77621675e-01   2.58316169e-03   4.43580421e-03
    8.85555055e-04   3.54223046e-03   1.12523988e-03   2.71218736e-03
    5.14276978e-03   1.47396082e-03]
 [  3.01990425e-04   9.52507079e-01   3.14256432e-03   3.61492089e-03
    2.83371308e-03   2.26775621e-04   2.16024622e-04   3.20243090e-02
    3.20942700e-03   1.92315748e-03]
 [  4.25081926e-05   2.50861282e-03   9.89151478e-01   3.06590856e-03
    1.24244089e-05   6.82557729e-05   5.05284779e-03   1.87031048e-08
    9.78915850e-05   1.22253255e-07]
 [  1.90156788e-06   5.86409101e-07   1.50037999e-06   2.28282389e-08
    9.99190390e-01   1.08795066e-04   5.56281884e-04   4.15697241e-06
    4.41317497e-05   9.22421750e-05]
 [  4.65071935e-06   2.60521210e-06   4.57410351e-06   3.11955664e-04
    9.36907411e-01   4.78129019e-04   1.59409319e-04   6.91381108e-04
    8.87829287e-04   6.05521165e-02]
 [  1.16889191e-06   7.51935067e-06   8.19426759e-07   1.05835403e-04
    2.51429065e-05   2.56732546e-05   5.50064083e-09   9.96041536e-01
    1.81979303e-05   3.77419940e-03]
 [  6.37812661e-07   1.44776706e-07   8.58256840e-07   2.20246002e-04
    1.68264460e-08   1.09259702e-06   1.43098519e-10   9.99733388e-01
    6.94609207e-06   3.66573950e-05]
 [  2.88845215e-04   3.62426945e-04   4.64121782e-04   3.50333005e-02
    3.51178423e-05   1.39758103e-02   1.87036876e-05   3.71998292e-04
    9.47513938e-01   1.93581241e-03]
 [  1.10918736e-04   7.45102534e-06   6.96878924e-05   9.92415369e-01
    2.24504632e-07   1.49988406e-03   9.43200860e-07   1.08406784e-04
    5.59543725e-03   1.91677638e-04]
 [  2.06497993e-04   1.47738126e-06   4.95393702e-04   1.08884365e-06
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    9.92689431e-01   1.42310350e-03]
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    1.73441775e-03   8.72263510e-04]
 [  4.46708555e-07   1.60106174e-06   2.60086097e-07   2.00950217e-05
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    3.80423194e-06   3.02445563e-03]
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    1.05190770e-06   1.22554728e-03   3.91365624e-08   3.65209416e-05
    5.44596044e-03   8.44272145e-05]
 [  5.33485692e-03   7.63247116e-03   4.69035795e-03   8.61045346e-03
    7.55285320e-04   9.46021080e-03   1.02956975e-02   3.03554389e-05
    9.52080190e-01   1.11013034e-03]
 [  3.50128626e-04   3.03214416e-03   4.52496205e-03   1.09755006e-02
    8.67024995e-03   3.10681248e-03   2.32901832e-04   2.64497399e-01
    1.65384877e-02   6.88071370e-01]]
INFO:tensorflow:global_step/sec: 157.661
INFO:tensorflow:loss = 0.269089, step = 8201
INFO:tensorflow:probabilities = [[  1.84836521e-04   8.16374177e-06   3.05097201e-04   1.37443293e-03
    6.02207496e-04   1.44075195e-03   3.26360855e-03   1.81021494e-06
    9.91887748e-01   9.31351504e-04]
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    9.99395728e-01   1.03049162e-04]
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    3.65053001e-03   9.28748608e-01]
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    1.23882974e-02   6.85874373e-02]
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    1.10468753e-01   1.51426229e-03]
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    1.18569955e-01   4.82451124e-03]
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 [  3.55232391e-03   9.12512223e-06   3.77809083e-05   3.65451095e-04
    8.79096270e-01   2.10655816e-02   3.26206558e-04   3.32166255e-02
    1.10088316e-04   6.22207262e-02]
 [  3.10716394e-04   8.67513954e-05   2.07383069e-03   2.47884716e-04
    1.26519809e-02   3.55872605e-03   9.78916287e-01   1.19192329e-04
    1.83395436e-03   2.00578404e-04]
 [  8.68873962e-04   1.20858849e-05   8.06252565e-03   6.48128509e-04
    8.03197995e-02   9.64569743e-04   9.03287411e-01   3.83144594e-03
    1.76838203e-03   2.36723703e-04]
 [  1.12648099e-03   4.41855804e-07   3.50290211e-05   7.06453770e-02
    5.75937247e-06   9.09200132e-01   1.30452254e-05   1.52632711e-05
    1.85201596e-02   4.38284973e-04]
 [  1.06910054e-04   5.99780776e-07   6.38918937e-05   2.23870607e-04
    1.66263748e-02   9.22293912e-05   6.06398680e-06   4.46935631e-02
    4.52142674e-04   9.37734365e-01]
 [  1.17667636e-03   1.64155790e-04   1.27076681e-04   3.00575542e-04
    8.48013759e-01   6.93115126e-03   5.53796627e-03   3.16640455e-03
    1.19820619e-02   1.22600228e-01]
 [  2.78988809e-05   9.83470023e-01   2.88849277e-03   2.52599805e-03
    1.89659739e-04   4.88763535e-03   2.47013918e-03   8.20648493e-05
    3.43240192e-03   2.55117357e-05]
 [  3.34914330e-05   9.69838202e-01   6.05858443e-03   4.88271611e-03
    4.26941231e-04   3.01106018e-03   4.91143495e-04   7.96008855e-03
    6.36175508e-03   9.35836928e-04]]
INFO:tensorflow:probabilities = [[  2.80839668e-05   9.43064578e-08   3.40852057e-05   1.34669267e-06
    6.75140973e-06   5.85576663e-06   9.99820411e-01   3.01816017e-09
    1.02928701e-04   4.91098888e-07]
 [  2.01285329e-05   1.21712419e-05   1.92520849e-03   9.77370203e-01
    7.58747447e-08   1.42172342e-02   1.93658678e-04   3.66361587e-06
    6.25676103e-03   8.76041099e-07]
 [  6.35567858e-06   1.16762726e-06   8.38066808e-06   6.58677720e-07
    9.98518050e-01   1.46716236e-04   3.29925184e-04   8.75791957e-05
    1.42521021e-04   7.58551236e-04]
 [  1.59510586e-04   1.00687880e-03   1.17284758e-02   2.32025322e-05
    4.37772600e-03   3.25034343e-04   9.81623292e-01   5.45667660e-07
    7.51997693e-04   3.44256136e-06]
 [  3.69664864e-04   9.32013929e-01   6.06921082e-03   9.04577598e-03
    1.77344412e-03   4.66385297e-03   1.61803409e-03   9.71852895e-03
    3.34300101e-02   1.29753933e-03]
 [  5.16552071e-04   9.05164961e-06   1.23331280e-04   1.37390289e-03
    2.11245919e-04   9.85502124e-01   2.36009892e-05   1.71250827e-03
    5.76862786e-03   4.75888886e-03]
 [  4.07080021e-04   1.12163532e-03   1.66833017e-03   2.12364059e-04
    4.73136170e-05   8.94635450e-03   1.31597917e-03   1.11426751e-04
    9.85803485e-01   3.66057182e-04]
 [  7.24979793e-04   1.16158836e-02   1.17669674e-02   3.87064484e-03
    8.43165696e-01   1.92632191e-02   2.00869087e-02   2.92190281e-03
    3.16115767e-02   5.49722128e-02]
 [  9.89955068e-01   8.40193843e-06   2.03542659e-04   7.98544672e-04
    2.00929526e-06   5.07746404e-03   8.33265192e-04   2.62939226e-04
    2.49276916e-03   3.66005901e-04]
 [  4.38944990e-05   2.06395215e-03   8.84241541e-04   6.59696670e-05
    9.59580302e-01   6.47369912e-03   1.39358221e-02   1.11673656e-03
    1.26613323e-02   3.17409798e-03]
 [  1.17028155e-03   3.45476451e-06   1.42285204e-03   2.35819738e-04
    3.35010664e-05   2.39701098e-04   6.72742499e-06   1.42675370e-01
    8.43469918e-01   1.07423645e-02]
 [  8.12036393e-04   6.50774973e-06   7.09157175e-05   1.70097034e-03
    5.75562532e-04   9.92990851e-01   1.83240496e-04   6.08548362e-05
    3.22121987e-03   3.77791031e-04]
 [  4.70966770e-05   1.01445244e-06   2.71868659e-04   2.07676635e-06
    5.61532579e-05   2.15378077e-05   9.99310970e-01   3.30912030e-07
    2.80154636e-04   8.69682663e-06]
 [  2.18187924e-03   6.26152894e-03   2.29440886e-03   2.07433259e-04
    1.54483982e-03   1.28815067e-03   9.80617583e-01   8.24225663e-06
    5.25071425e-03   3.45131441e-04]
 [  6.67740637e-03   4.34175512e-04   2.60784030e-02   7.41572166e-03
    7.54012883e-01   2.75381543e-02   2.57455632e-02   3.77748422e-02
    4.11241092e-02   7.31987879e-02]
 [  9.95927870e-01   6.93772595e-09   1.79999962e-03   4.90686580e-06
    3.30196634e-08   1.59193121e-04   2.10181857e-03   8.88897418e-08
    6.05860441e-06   8.67326193e-08]
 [  3.58929625e-04   2.25070864e-03   2.84360372e-03   1.22906556e-02
    8.15013482e-05   4.67040436e-03   6.38837228e-05   5.91649115e-03
    9.58942473e-01   1.25814248e-02]
 [  7.39599855e-05   5.60739369e-04   5.63236419e-03   5.18575218e-03
    1.55969728e-02   7.60015426e-03   8.70917831e-03   1.75629673e-03
    9.45825636e-01   9.05903708e-03]
 [  2.80191976e-04   3.03015076e-06   1.56118243e-04   1.96070969e-01
    1.67632406e-05   7.74975240e-01   8.70805990e-04   6.77178323e-05
    2.69683413e-02   5.90780925e-04]
 [  2.28397548e-05   1.41791403e-04   8.44447524e-04   9.94224131e-01
    1.21240987e-07   5.87474497e-04   1.28686304e-06   5.48273329e-06
    4.16724663e-03   5.25377982e-06]
 [  1.43474629e-02   6.16121280e-04   2.70154804e-01   1.01890443e-02
    8.75560474e-03   1.45425946e-01   5.07381380e-01   1.26449726e-04
    3.87419090e-02   4.26124036e-03]
 [  9.91675079e-01   2.06256665e-08   1.05294330e-05   1.23791731e-04
    5.27672773e-06   3.95252975e-03   3.92061656e-06   2.18117540e-03
    1.86956109e-04   1.86073617e-03]
 [  3.32904194e-04   9.84323978e-01   2.37877201e-03   7.95507163e-04
    2.68297765e-04   4.01626690e-04   1.55592035e-03   7.53032509e-04
    8.55374429e-03   6.36371784e-04]
 [  4.11318888e-06   6.35972910e-08   8.35078282e-08   1.02119002e-05
    2.35027983e-05   6.50773145e-05   4.99334840e-09   9.85387862e-01
    1.89030925e-06   1.45072313e-02]
 [  1.51459317e-05   2.85511429e-04   9.96940255e-01   1.81576808e-03
    8.08423792e-05   1.54280759e-04   2.13712283e-05   2.71434576e-04
    2.20071583e-04   1.95278539e-04]
 [  1.71101010e-06   2.38095345e-05   9.99106348e-01   1.97551548e-04
    2.21342107e-05   3.17795775e-06   1.26977233e-04   1.01450587e-06
    4.71529114e-04   4.56263042e-05]
 [  8.77542334e-05   5.78981599e-07   2.13030598e-05   3.98406526e-04
    1.24391328e-04   9.94622111e-01   1.14868919e-03   3.41810811e-08
    3.59039824e-03   6.45304999e-06]
 [  1.10454035e-04   8.32046935e-05   3.02611329e-02   1.41697703e-03
    4.41808999e-03   2.01619114e-04   1.09132641e-04   9.45792139e-01
    5.84328023e-04   1.70228854e-02]
 [  6.58334175e-05   5.75149919e-08   4.11604015e-06   1.41513883e-04
    6.60579303e-07   9.41871476e-05   2.19415064e-09   9.81334329e-01
    1.24251701e-05   1.83468983e-02]
 [  9.67291780e-05   9.49161798e-02   4.57358733e-02   3.18649650e-01
    4.57539875e-03   1.48379758e-01   4.56265546e-03   6.61739206e-04
    3.64846617e-01   1.75753906e-02]
 [  9.87688327e-05   5.75893755e-05   4.95725020e-04   1.63350329e-02
    4.07112204e-02   2.66082410e-04   1.60521322e-05   1.27872214e-01
    4.05355217e-03   8.10093701e-01]
 [  3.89173365e-04   8.65811600e-08   1.34726369e-03   9.86599407e-05
    2.52007248e-05   5.26028271e-05   3.77218981e-07   9.62718904e-01
    4.43296994e-05   3.53234150e-02]
 [  3.24487701e-05   2.29475827e-05   1.95025896e-05   1.26430787e-05
    9.19536650e-01   2.39047110e-02   7.02027974e-05   5.19029098e-03
    3.40465084e-02   1.71641838e-02]
 [  2.63693673e-05   1.14116315e-02   4.15830582e-01   4.36002202e-02
    5.18114131e-04   3.23909931e-02   3.95213999e-03   3.82989856e-05
    4.92099077e-01   1.32600151e-04]
 [  7.53647109e-05   8.11353093e-05   2.69964407e-03   1.17764741e-01
    2.37213444e-05   1.56811476e-02   1.05174578e-04   5.21119873e-05
    8.63495708e-01   2.12522009e-05]
 [  1.90382734e-01   5.28568693e-04   7.31278360e-02   4.05911565e-01
    9.62473266e-03   2.15943873e-01   1.85609404e-02   3.32860113e-03
    6.35257065e-02   1.90655515e-02]
 [  4.45429562e-03   7.71467749e-05   1.08875148e-02   7.44478405e-03
    5.68184827e-04   5.64562669e-03   5.69109434e-05   1.96950114e-03
    4.16783005e-01   5.52112997e-01]
 [  3.71288006e-05   8.85663962e-04   4.87930432e-04   6.94493391e-03
    1.88418150e-01   6.91556232e-03   1.92668260e-04   1.42326597e-02
    1.27361203e-02   7.69149184e-01]
 [  3.25444998e-05   9.17897284e-01   7.37930322e-03   3.19000171e-03
    4.90244056e-05   9.93631431e-04   9.90511966e-04   2.21960974e-04
    6.90483302e-02   1.97595495e-04]
 [  3.68646171e-04   9.85790372e-01   5.43114915e-03   1.11026445e-03
    4.00440505e-04   3.75741976e-04   8.93885794e-04   9.86136729e-04
    4.51012747e-03   1.33068432e-04]
 [  4.29351270e-01   2.90326607e-05   4.82277654e-04   1.15011614e-02
    1.51568529e-04   5.41878343e-01   8.03450821e-04   5.10063162e-03
    7.65846763e-03   3.04371142e-03]
 [  8.13416243e-01   2.27204760e-06   7.41116656e-03   1.58407027e-03
    5.68250951e-04   1.80389243e-03   4.89293551e-03   5.50569734e-03
    5.69692114e-03   1.59118727e-01]
 [  9.15808044e-03   1.99879738e-04   9.02015250e-03   6.52352571e-02
    5.20026498e-03   8.23996246e-01   4.92394157e-02   4.14213771e-03
    3.20385136e-02   1.76994747e-03]
 [  2.61241756e-03   5.40987123e-04   1.86955510e-03   3.97376949e-03
    1.41067663e-03   2.37519201e-02   5.57794888e-03   1.07262145e-04
    9.59430814e-01   7.24663609e-04]
 [  1.89351124e-06   5.16125567e-07   2.00306356e-04   7.04256445e-06
    9.90676403e-01   1.31303050e-05   2.68531032e-04   4.81690258e-05
    1.35943905e-04   8.64804164e-03]
 [  4.40049771e-04   9.22084666e-07   1.06772359e-05   4.33658352e-05
    9.01715815e-01   6.11818454e-04   1.49074115e-03   8.15191492e-03
    3.41497408e-03   8.41197893e-02]
 [  5.83120163e-06   5.39177418e-05   8.83352768e-05   9.85407233e-01
    6.80121229e-05   6.21471927e-03   3.43560259e-06   3.33592034e-04
    3.17417993e-03   4.65073809e-03]
 [  2.77834042e-05   8.70184880e-03   6.68495774e-01   3.11547339e-01
    6.26889596e-05   1.19011023e-03   7.99775589e-05   3.10572563e-03
    6.59565814e-03   1.93014028e-04]
 [  4.36906517e-03   5.86835556e-02   3.21151204e-02   1.39683738e-01
    1.05896369e-02   1.09390286e-03   2.62329867e-03   1.56534242e-03
    7.36746013e-01   1.25302952e-02]
 [  9.98958588e-01   4.34276881e-09   1.09436623e-05   4.31277062e-04
    3.14690096e-09   4.60165960e-04   9.79362994e-07   2.99700387e-05
    4.12612244e-05   6.68610737e-05]
 [  9.95779037e-01   3.71066977e-09   1.45401755e-05   7.00796445e-05
    1.85483611e-08   3.23319552e-03   7.58893975e-06   1.81078224e-06
    8.83988221e-04   9.82730035e-06]
 [  9.86742496e-01   5.75487866e-06   8.46214607e-05   3.11463111e-04
    6.11900396e-05   3.67855746e-03   2.55419203e-04   1.40808441e-03
    2.61921296e-03   4.83317347e-03]
 [  4.09747372e-05   1.63480453e-02   1.70239189e-04   1.01290122e-02
    1.84799701e-01   8.20437074e-03   6.67465865e-05   2.68981829e-02
    2.61966940e-02   7.27146089e-01]
 [  1.41803193e-05   1.79648530e-04   2.24212208e-03   1.08865136e-02
    5.42695743e-05   1.00880349e-03   5.83719193e-05   5.15323482e-04
    9.82298851e-01   2.74202740e-03]
 [  3.32001783e-03   3.49562317e-01   4.20793518e-02   6.46659685e-03
    2.22258316e-03   2.20798072e-03   5.38464151e-02   2.80251587e-03
    5.32511234e-01   4.98089567e-03]
 [  9.21313549e-05   1.37711031e-04   1.27606021e-04   1.30235115e-02
    1.36140302e-01   2.59400476e-02   1.98325826e-04   6.99083388e-01
    4.82643809e-04   1.24774329e-01]
 [  7.08789448e-05   2.37373170e-04   1.32223940e-04   9.94149804e-01
    9.79588233e-09   5.05621824e-03   1.12241771e-07   5.49842116e-05
    2.79900210e-04   1.84418695e-05]
 [  1.38612837e-03   5.18477755e-03   3.37754813e-04   2.42840336e-03
    2.39240885e-01   3.74812400e-03   2.37151608e-03   1.39247684e-03
    6.79207547e-03   7.37117827e-01]
 [  9.71559275e-05   5.40865040e-05   7.43095472e-04   4.07586776e-04
    3.64780203e-02   5.76597697e-04   7.78997201e-05   1.17653292e-02
    9.88623942e-04   9.48811650e-01]
 [  3.01868096e-03   5.04083455e-01   1.60256162e-01   7.39151761e-02
    8.20443209e-04   4.63209720e-03   9.88880754e-04   3.27980821e-03
    2.47792646e-01   1.21270074e-03]
 [  2.45815812e-04   7.00495788e-04   8.41509830e-03   9.68353927e-01
    6.42715167e-05   6.29700534e-03   9.36617653e-05   4.36495611e-04
    1.45046553e-02   8.88598734e-04]
 [  3.85262014e-04   9.14721022e-05   4.45111468e-03   1.63146702e-03
    5.16551912e-01   4.70618391e-03   4.57463533e-01   1.87018386e-03
    1.12902224e-02   1.55864481e-03]
 [  9.99820292e-01   1.42492060e-11   4.49233056e-07   2.37809536e-06
    4.04984241e-10   1.68788451e-04   4.37722929e-06   1.28310762e-06
    2.19572576e-06   2.01698086e-07]
 [  1.02397698e-05   8.98506224e-01   1.99111341e-03   7.63298050e-02
    3.92764201e-03   8.08147155e-03   1.43953180e-03   4.57161514e-04
    7.94754550e-03   1.30922697e-03]
 [  1.84069643e-06   2.19092763e-04   9.96819377e-01   2.75560608e-03
    8.69458106e-08   1.05355548e-05   3.84957093e-06   1.41331650e-04
    4.68248872e-05   1.59582737e-06]
 [  6.45444452e-05   9.86576915e-01   1.94327917e-03   3.20354314e-03
    7.64726719e-05   1.68388209e-03   4.26003244e-04   2.09276201e-04
    5.25640929e-03   5.59712294e-04]
 [  1.20240659e-03   8.95140588e-01   7.44127622e-03   5.26101030e-02
    2.03294004e-03   5.61457546e-03   2.32690386e-03   1.64307170e-02
    7.76906172e-03   9.43140686e-03]
 [  7.53858173e-03   9.88569483e-03   3.96743454e-02   6.79752454e-02
    1.74462446e-03   5.30194603e-02   1.26783235e-03   1.94249477e-03
    7.53436685e-01   6.35149851e-02]
 [  4.70666777e-07   3.20833919e-06   3.60858307e-04   2.44010153e-07
    2.04695443e-05   1.13703907e-04   9.99499679e-01   7.52834128e-10
    1.35258836e-06   6.70929712e-09]
 [  2.39734818e-05   1.74488650e-05   9.80787561e-04   1.34515800e-02
    1.99734416e-07   6.57974015e-05   2.59703690e-08   9.77577686e-01
    3.53039388e-04   7.52949994e-03]
 [  2.58060613e-08   7.70128494e-08   3.64469841e-08   1.13883734e-05
    3.13770379e-08   3.84401233e-07   2.16584355e-11   9.99919772e-01
    9.19647050e-07   6.72948809e-05]
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    3.02808189e-07   6.13787852e-05]
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    1.94677455e-06   2.55112129e-04]
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    1.77255170e-05   3.04836091e-02   6.30680370e-05   9.56664917e-06
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    1.18436053e-10   4.12678567e-08   4.22760813e-08   3.49127134e-07
    1.39120061e-06   4.12560097e-10]
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    1.86219452e-07   8.43367889e-06   2.92617369e-06   3.39203143e-05
    5.56838757e-04   3.19345304e-06]
 [  2.33204383e-03   9.24756408e-01   4.49265307e-03   7.52884569e-03
    8.54251906e-03   3.77777987e-03   3.84150795e-03   2.15559034e-03
    4.17346023e-02   8.37983971e-04]
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    6.39720857e-02   6.13284414e-04   2.06173121e-04   2.26258431e-02
    2.31713057e-03   9.07196879e-01]
 [  7.60496419e-04   8.73162389e-06   6.80009485e-04   1.24355292e-05
    2.34217546e-03   5.88132581e-03   9.89824355e-01   5.50563414e-07
    4.71565465e-04   1.83827960e-05]
 [  6.05580608e-05   1.35335194e-05   1.57114162e-04   2.93797552e-06
    9.96802092e-01   1.42294826e-04   6.79340912e-04   1.58885246e-04
    3.24356544e-04   1.65894045e-03]
 [  3.99042983e-06   1.07135304e-06   2.37464938e-05   2.32620383e-04
    2.99156131e-03   7.06382198e-05   5.85232840e-07   4.94918302e-02
    1.00036843e-04   9.47083890e-01]
 [  9.96244967e-01   2.47617800e-06   1.04145170e-03   2.43267805e-05
    3.34946071e-06   9.33365198e-04   1.19686220e-03   1.02778231e-05
    5.06320095e-04   3.66140230e-05]
 [  9.47001994e-01   5.18838476e-07   2.02791944e-05   1.41238177e-03
    2.12192468e-08   5.13908155e-02   1.56086662e-05   1.52389930e-05
    1.38152434e-04   4.93727111e-06]
 [  1.18851298e-04   1.15450212e-06   1.93832620e-05   1.38764386e-04
    6.76575219e-05   2.01041275e-03   4.93962311e-08   7.68271923e-01
    3.97896074e-04   2.28973836e-01]]
INFO:tensorflow:global_step/sec: 158.068
INFO:tensorflow:loss = 0.42449, step = 8301
INFO:tensorflow:probabilities = [[  1.05825835e-03   1.11080019e-03   6.89027831e-04   1.66641138e-02
    2.11087265e-03   4.84282911e-01   1.20773993e-03   2.84037174e-04
    4.83888894e-01   8.70344881e-03]
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    9.73895967e-01   4.58325353e-03]
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    2.24749558e-02   6.47191919e-05]
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    1.66870072e-03   2.94632069e-03]
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    4.05780882e-01   1.90102255e-05]
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 [  3.46307730e-04   2.46302155e-03   9.86306667e-01   4.00514808e-03
    1.95281449e-04   1.50679189e-04   2.24998966e-03   4.59601870e-04
    3.00658541e-03   8.16654414e-04]
 [  2.07747121e-06   3.05443336e-06   6.61226877e-05   4.10784443e-04
    9.76686954e-01   2.12114057e-04   4.56806192e-05   1.76180340e-03
    7.16629904e-04   2.00948287e-02]
 [  2.61934365e-05   9.97460246e-01   3.48204107e-04   3.84272134e-04
    3.58764228e-05   7.79039783e-06   9.34780546e-05   2.26877470e-04
    1.40603865e-03   1.09559332e-05]
 [  3.06756818e-04   2.82633846e-05   7.88389298e-04   3.42408312e-03
    1.08262058e-03   7.93699524e-04   2.49385703e-05   1.82923302e-01
    1.32372035e-04   8.10495555e-01]
 [  1.78588505e-06   1.06902584e-03   8.86470778e-04   8.58925842e-03
    4.04686551e-04   6.59552461e-05   2.31854337e-05   9.60980356e-01
    2.79556285e-03   2.51836870e-02]
 [  2.18904788e-05   1.24555868e-08   2.46704150e-08   5.49885044e-06
    9.48511530e-04   4.92905092e-05   1.86214599e-08   9.97929811e-01
    6.42438522e-07   1.04433333e-03]
 [  2.36108201e-03   1.94905605e-03   3.41172214e-04   1.25676626e-02
    1.18439714e-03   9.71539140e-01   1.60514982e-03   7.10936554e-04
    4.96073067e-03   2.78080208e-03]
 [  3.35143923e-05   2.40867259e-03   1.19420304e-03   2.77459603e-02
    6.24198437e-05   2.43317059e-04   2.99327303e-06   9.61971164e-01
    4.54214489e-04   5.88355819e-03]
 [  1.24386523e-03   2.89685545e-06   2.09871121e-03   1.30390457e-04
    1.30293816e-01   9.89199383e-04   8.61751139e-01   9.60299920e-04
    1.39997911e-03   1.12967147e-03]
 [  2.41096690e-02   8.72537901e-04   5.42482035e-03   9.44558084e-02
    1.97434143e-04   6.28492236e-01   3.95479193e-03   1.09611975e-03
    2.40892142e-01   5.04429801e-04]
 [  9.99756515e-01   2.72988743e-10   3.53762771e-05   3.67466564e-05
    1.46878572e-08   9.44588028e-05   9.81295307e-06   1.28264601e-05
    1.72965192e-05   3.69373010e-05]
 [  5.47106879e-07   4.61706655e-08   5.18993204e-07   3.96871546e-05
    2.88001551e-08   1.25955319e-06   3.41020337e-11   9.99551356e-01
    4.62208936e-06   4.01872705e-04]
 [  1.31607336e-09   3.23892735e-08   7.49793162e-06   9.99991417e-01
    7.93810764e-12   1.06202208e-06   3.59759306e-11   1.23000543e-08
    3.34379457e-08   1.10413279e-09]
 [  3.88615415e-04   9.64889109e-01   2.16950979e-02   1.66233804e-03
    6.69948407e-04   5.86282695e-04   3.01298848e-03   6.08052185e-04
    6.11939048e-03   3.68306326e-04]
 [  3.17866907e-05   1.06282710e-06   2.22127142e-06   2.82347264e-05
    8.60472675e-04   3.55383992e-04   9.57866177e-08   9.28455770e-01
    4.66791185e-04   6.97982386e-02]
 [  2.86319089e-04   8.71265888e-01   1.75079964e-02   3.85873914e-02
    5.97980479e-03   9.56076384e-03   6.30327780e-03   2.83024157e-03
    4.20668833e-02   5.61139733e-03]
 [  6.50205357e-06   1.48506025e-08   3.37905180e-06   1.70838885e-05
    1.85884838e-03   8.16508764e-05   2.65642626e-07   4.68292134e-03
    8.88075083e-05   9.93260562e-01]
 [  1.76905282e-03   9.79853701e-03   3.19846123e-02   4.90502268e-03
    4.31423068e-01   3.88212968e-03   1.83635563e-01   8.68105050e-03
    2.64752209e-01   5.91687821e-02]
 [  4.45308135e-04   3.58084776e-06   1.88081744e-04   8.73717666e-03
    1.06122625e-05   8.66586808e-03   4.66421454e-07   3.27556510e-03
    9.66331840e-01   1.23414677e-02]
 [  2.49422453e-02   2.30551767e-03   1.86651610e-02   6.34428952e-03
    1.45305887e-01   3.92302245e-01   2.32718945e-01   5.61850965e-02
    4.63426858e-02   7.48879761e-02]
 [  1.81921273e-01   3.64521791e-09   6.52704257e-05   4.98668283e-01
    4.17970750e-06   3.08352739e-01   1.78645103e-04   1.86791600e-04
    1.00200037e-02   6.02959190e-04]
 [  1.34783812e-04   2.48374745e-05   9.05322886e-05   7.13377376e-04
    2.11309543e-05   1.38221119e-04   6.70131897e-08   9.91206944e-01
    3.90053210e-05   7.63112400e-03]
 [  1.50200809e-04   5.73675425e-06   3.97383847e-04   7.73010135e-04
    9.94156674e-03   2.69148522e-03   1.07464541e-04   1.40192406e-03
    2.58295573e-02   9.58701670e-01]
 [  5.62845025e-06   2.21533028e-05   1.71630960e-02   2.91911361e-04
    3.38935712e-03   1.83563575e-03   9.76558030e-01   5.27854468e-07
    7.29593623e-04   4.08927826e-06]
 [  1.13889355e-05   9.94690299e-01   8.32947495e-04   1.82169362e-03
    3.78288896e-05   5.61959205e-05   2.56722065e-04   2.39482106e-04
    2.01632711e-03   3.70954804e-05]
 [  2.11003021e-06   1.31800580e-05   3.69537098e-04   9.89714801e-01
    3.14902513e-06   4.44850558e-03   1.20753452e-06   1.83013181e-05
    5.32623380e-03   1.02846338e-04]
 [  4.50284205e-07   8.83579469e-06   9.98840272e-01   9.83689446e-04
    4.91435867e-06   2.03319900e-07   1.32232220e-04   5.70269627e-08
    2.93468638e-05   8.03693823e-08]
 [  1.06838718e-03   1.25497786e-06   6.80747791e-04   1.84088276e-04
    7.14060094e-04   5.89381380e-04   3.76236385e-05   1.31677941e-03
    2.97941122e-04   9.95109737e-01]
 [  5.00675619e-01   1.23477130e-05   4.34400231e-01   1.52292254e-03
    3.80971244e-07   1.59912035e-02   1.14302216e-04   5.95703721e-04
    4.58176397e-02   8.69642652e-04]
 [  4.84088203e-04   9.96575036e-05   5.95851662e-03   8.78654599e-01
    8.52091936e-04   1.03692366e-02   1.74589622e-05   1.45519269e-03
    8.06811228e-02   2.14279629e-02]
 [  1.84648502e-06   7.78827758e-04   2.48200004e-03   9.93342698e-01
    1.49872574e-06   1.58518087e-03   7.12306201e-06   2.17784091e-05
    1.74372224e-03   3.53409159e-05]
 [  6.57213212e-04   1.07817077e-05   4.66148398e-04   1.56553833e-05
    4.44715424e-03   2.39488319e-04   9.93881583e-01   6.85008490e-05
    7.84352669e-05   1.35034788e-04]
 [  2.08466459e-04   4.35566290e-06   8.49708042e-04   2.35819668e-01
    1.66885786e-06   7.61638582e-01   1.34240327e-04   7.19348463e-07
    1.30935956e-03   3.32577511e-05]
 [  2.69394397e-04   9.59526300e-01   4.41635074e-03   1.29738003e-02
    1.04395894e-03   6.23750326e-04   1.59445370e-03   1.07155852e-02
    5.64029859e-03   3.19609419e-03]
 [  1.43389415e-03   5.11366069e-01   2.00058594e-01   1.91505909e-01
    9.45432484e-03   2.01754570e-02   8.28591920e-03   9.36458446e-03
    4.73346002e-02   1.02058076e-03]
 [  3.99767316e-07   4.47332104e-06   2.98886531e-04   7.14939670e-04
    9.64092433e-01   7.24085985e-05   1.33038644e-04   3.95864990e-05
    9.94119793e-04   3.36496010e-02]
 [  5.69319818e-05   1.67180697e-04   7.68276979e-04   9.98131335e-01
    5.03719264e-07   7.89095240e-04   7.38520328e-07   6.47003762e-05
    1.86532434e-05   2.58628734e-06]
 [  5.83993969e-04   2.10386634e-06   1.32545074e-05   5.01774857e-03
    3.99066895e-01   5.55817690e-03   6.66361229e-05   3.47568803e-02
    2.64727022e-03   5.52287042e-01]
 [  2.92375428e-03   4.87726481e-07   1.13123508e-06   1.69812447e-05
    1.23110611e-03   9.25193913e-03   9.53655388e-07   9.52157021e-01
    8.33406171e-04   3.35832424e-02]
 [  3.34681972e-05   4.22549147e-06   8.38228789e-06   1.23609876e-04
    7.32521410e-04   1.47675208e-04   1.96867336e-06   5.03523290e-01
    1.22760504e-03   4.94197190e-01]
 [  4.91566844e-02   3.40542392e-05   5.53540513e-02   1.87467830e-03
    7.55498605e-03   3.24712414e-03   3.68043520e-02   1.44409137e-02
    8.30526405e-04   8.30702662e-01]
 [  1.24891376e-04   4.15640534e-06   9.52715855e-05   2.27219061e-05
    9.53784168e-01   5.17852488e-04   2.05846690e-03   5.99267405e-05
    1.34525832e-03   4.19872552e-02]
 [  2.26405682e-03   6.65400177e-03   3.88509245e-03   1.68092130e-03
    1.20460149e-02   9.29028571e-01   1.16361259e-02   7.99794449e-04
    3.15674022e-02   4.37926385e-04]
 [  7.93580000e-07   2.74216677e-06   1.93618631e-04   9.99169230e-01
    1.06532397e-07   1.39281095e-04   1.90369569e-08   7.52277119e-05
    3.67979752e-04   5.10807149e-05]
 [  5.13715844e-04   6.23557810e-07   1.59661495e-03   3.94313111e-06
    1.10776738e-04   2.97996630e-05   9.97516274e-01   1.18185687e-06
    2.24433854e-04   2.69546740e-06]
 [  1.55027010e-05   3.68664856e-03   9.93912101e-01   1.39597175e-03
    1.46907687e-05   7.63258795e-05   8.49973818e-04   3.48881571e-07
    4.84261473e-05   1.68393939e-08]
 [  1.78484290e-04   1.24307070e-03   4.49886516e-04   7.45416880e-01
    7.51830055e-04   2.42595285e-01   4.64677671e-03   2.47505202e-04
    4.34462260e-03   1.25630657e-04]
 [  2.58512841e-06   5.92326188e-08   6.53390430e-07   4.67759382e-05
    3.47217281e-07   3.46972010e-05   6.18758023e-09   9.99731839e-01
    7.04721169e-05   1.12674606e-04]
 [  1.19088763e-04   4.43742792e-05   1.22950133e-03   7.18993306e-01
    1.13747745e-04   5.58219664e-03   8.52051835e-06   2.05607906e-01
    5.24795949e-02   1.58217829e-02]
 [  8.08424375e-06   9.96451974e-01   2.52644211e-04   2.15681852e-03
    1.60325617e-05   1.18851262e-04   3.58136953e-04   5.77228093e-05
    5.35194471e-04   4.44168945e-05]
 [  5.30897432e-06   1.60253025e-04   1.57558796e-04   9.99466717e-01
    1.83996733e-07   9.25724526e-05   4.50927246e-07   7.69520848e-05
    2.21546779e-05   1.77406528e-05]]
INFO:tensorflow:probabilities = [[  2.35048210e-04   3.43795158e-02   4.31410852e-04   7.94281811e-03
    4.17299122e-01   1.08317714e-02   1.47951976e-03   3.89404036e-02
    6.67392230e-03   4.81786370e-01]
 [  1.28965494e-05   1.98418149e-07   8.01508722e-05   4.37103154e-06
    9.94952440e-01   1.85494457e-04   3.59587284e-04   8.71741286e-05
    2.73426140e-05   4.29028179e-03]
 [  1.33867387e-03   3.77745528e-06   3.42999032e-04   6.04240736e-03
    2.35796215e-05   4.84233946e-02   2.97998431e-05   2.13712101e-05
    9.42426085e-01   1.34793145e-03]
 [  3.76496202e-04   1.12749450e-02   1.93840619e-02   5.75586397e-04
    1.78092107e-01   2.65586618e-02   7.52246797e-01   9.64205828e-04
    8.06694757e-03   2.46014958e-03]
 [  1.45009704e-04   2.25577806e-03   5.73843457e-02   1.75113368e-04
    8.33356321e-01   1.14520988e-03   1.01323284e-01   7.29257183e-04
    7.85426295e-04   2.70027900e-03]
 [  3.16039623e-05   4.03959348e-06   6.67683594e-03   6.91573314e-06
    3.78777302e-04   2.29131965e-05   9.92820323e-01   6.56634711e-07
    3.78587320e-05   1.99917104e-05]
 [  9.87849548e-04   1.21158184e-02   1.97198405e-03   3.28804017e-03
    5.00390977e-02   2.79296213e-03   2.59467051e-03   5.64252026e-02
    4.24809679e-02   8.27303350e-01]
 [  5.13807499e-05   2.96412388e-08   4.69147062e-06   8.35092942e-06
    1.36055951e-06   5.60383669e-05   4.42408377e-09   9.97504056e-01
    1.19709885e-05   2.36209412e-03]
 [  1.66102871e-03   1.06005920e-02   3.17133078e-03   4.79122102e-01
    7.74089061e-03   3.00341487e-01   3.63614818e-04   2.03555580e-02
    4.10071276e-02   1.35636196e-01]
 [  2.87529747e-05   2.74916219e-05   9.94019615e-07   2.30543723e-04
    1.13316020e-03   4.03749145e-04   3.27661951e-07   1.94536969e-01
    8.48026306e-04   8.02789986e-01]
 [  9.91850674e-01   3.60488883e-08   1.18845922e-03   2.18054323e-04
    5.92880951e-07   6.08204724e-03   3.10720003e-04   3.74071010e-06
    3.33810225e-04   1.19523293e-05]
 [  9.99513626e-01   2.86975554e-09   8.29365745e-05   9.15739747e-06
    1.69286469e-08   2.67904397e-04   1.20903191e-04   4.21532434e-07
    1.51603774e-06   3.51256108e-06]
 [  2.96733870e-05   8.02259535e-07   7.86747041e-05   9.99455273e-01
    6.07030017e-08   7.29183594e-05   8.85630147e-09   1.15232456e-06
    3.40584607e-04   2.07323792e-05]
 [  2.35967268e-03   1.50427456e-06   8.61376300e-02   8.97290587e-01
    5.69085112e-10   5.39471046e-04   8.67659367e-08   4.77707683e-04
    1.31457169e-02   4.77153590e-05]
 [  1.52468820e-05   2.77011331e-05   1.65886086e-05   2.38066874e-04
    9.67059314e-01   9.51689202e-04   1.24021899e-05   2.05356572e-02
    1.03755061e-04   1.10395141e-02]
 [  7.63640506e-04   3.06141982e-03   5.99264307e-03   9.78402317e-01
    2.80552795e-05   8.98925494e-03   1.80303221e-04   1.62964431e-03
    7.15889735e-04   2.36798529e-04]
 [  1.81647556e-06   7.03073397e-07   3.21345316e-04   5.79239077e-06
    9.97239351e-01   8.85797544e-06   1.78174709e-03   1.26888763e-05
    3.84882333e-05   5.88992378e-04]
 [  3.64927582e-05   1.45671049e-06   1.83839911e-05   1.13596092e-04
    2.83361389e-03   8.90406518e-05   2.91982019e-06   4.59221721e-01
    7.75394219e-05   5.37605226e-01]
 [  3.50600574e-04   4.92038303e-08   5.90273203e-06   4.11196152e-06
    9.63204205e-01   3.46631464e-03   4.81574272e-04   1.75110810e-02
    9.18858312e-03   5.78769390e-03]
 [  9.99526858e-01   7.38845607e-09   1.79053550e-05   1.59907111e-04
    8.29256397e-09   2.65656330e-04   1.14726424e-06   2.36658479e-06
    5.66555082e-06   2.04284443e-05]
 [  5.90306154e-05   6.05960804e-06   7.63748407e-01   1.34372428e-01
    2.50890491e-08   2.29881789e-05   4.72040220e-08   1.01574875e-01
    1.99161092e-04   1.70560470e-05]
 [  2.27604778e-05   9.94785726e-01   6.72712515e-04   1.32183603e-03
    1.07091444e-04   1.67436629e-05   2.41816495e-04   2.66140501e-04
    2.02511903e-03   5.40153764e-04]
 [  9.99718487e-01   2.01667433e-10   7.84639269e-05   5.62243440e-05
    4.39852954e-08   1.00150661e-04   1.30861663e-05   1.68279621e-06
    1.92240295e-05   1.26972345e-05]
 [  1.41291844e-03   1.18498278e-07   3.08996675e-07   4.40224819e-03
    1.79950825e-06   9.93882537e-01   8.78725314e-06   7.81668859e-05
    1.76754926e-04   3.63566687e-05]
 [  9.21525061e-05   9.85461056e-01   1.80247147e-03   2.69969413e-03
    1.10069239e-04   9.00387386e-05   1.64393365e-04   6.85430877e-03
    2.58698757e-03   1.39146403e-04]
 [  5.92076511e-04   6.06324174e-04   1.99678401e-03   3.25843546e-04
    1.15538154e-04   2.01899628e-03   3.86690052e-04   1.15723080e-04
    9.93334770e-01   5.07236866e-04]
 [  2.26479257e-04   9.78228092e-01   1.31008336e-02   2.21815659e-03
    7.29080813e-04   3.05279646e-05   4.33999288e-04   1.86602760e-03
    3.01949144e-03   1.47243889e-04]
 [  7.91174769e-01   8.68884017e-05   1.68682134e-03   3.04980366e-03
    5.35848923e-03   4.20113616e-02   3.96610200e-02   9.26755660e-04
    1.10275410e-01   5.76856872e-03]
 [  6.26622659e-06   1.65108567e-08   1.14110208e-07   1.20541370e-06
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    1.23397917e-01   1.38486197e-04]
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    9.78312969e-01   1.74156390e-03]
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    9.61950980e-03   2.18748261e-04]
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    9.42103844e-03   5.99924169e-05]
 [  4.30049477e-06   2.28650897e-05   3.55891534e-05   1.77427079e-03
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    8.20493046e-03   6.13112971e-02]
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    3.50482998e-09   4.18830110e-04   6.92940012e-05   1.16685914e-08
    3.10985233e-05   6.89589967e-08]
 [  9.56886652e-05   8.26767337e-06   2.57041003e-03   4.49621803e-06
    2.15470721e-03   2.81514440e-05   9.95027602e-01   3.38933046e-06
    1.52842622e-05   9.18699589e-05]
 [  3.75567179e-05   1.23042718e-03   9.76724029e-01   1.82071384e-02
    1.02517362e-04   1.11918205e-04   2.93559366e-04   1.51943124e-03
    1.51907851e-03   2.54372309e-04]
 [  2.38771336e-05   9.98808980e-01   2.97855848e-04   6.78980432e-05
    2.94904976e-06   9.96133440e-06   5.19265996e-05   5.39866705e-05
    6.60541002e-04   2.19256926e-05]
 [  2.57471754e-07   4.69531988e-05   1.70622752e-05   2.95864622e-04
    2.53101166e-06   3.83925690e-05   7.67105224e-09   9.99250591e-01
    4.09753811e-05   3.07383627e-04]]
INFO:tensorflow:global_step/sec: 159.819
INFO:tensorflow:loss = 0.288328, step = 8401
INFO:tensorflow:probabilities = [[  4.47499988e-05   4.10021422e-03   7.76873063e-03   9.81882691e-01
    5.86099195e-05   1.87990570e-03   6.92343820e-05   2.68777944e-06
    4.15373594e-03   3.94840499e-05]
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    3.78499361e-04   8.84606898e-01]
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    7.88678918e-08   1.55249450e-04   9.50259604e-09   1.91116225e-04
    5.07979566e-05   2.89218133e-05]
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    2.96218544e-01   1.32342987e-03   1.46971573e-03   2.78994348e-02
    4.30826098e-02   6.21136606e-01]
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    3.61452669e-01   1.36989355e-01   5.42512862e-03   2.20217347e-01
    3.53992544e-02   1.29514381e-01]
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    3.19476123e-03   7.33232379e-01   1.40419990e-01   2.67737942e-05
    1.14774935e-01   5.31051155e-05]
 [  5.44086933e-01   9.06628650e-03   4.19323295e-02   1.93472598e-02
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 [  2.80404114e-04   4.95958886e-07   7.02143006e-05   1.23310110e-06
    4.79877308e-05   1.31476854e-05   9.99567688e-01   7.64704353e-08
    1.77624734e-05   9.01441240e-07]
 [  6.29148853e-05   9.53692853e-01   1.38434861e-02   4.29121684e-03
    4.66532912e-03   2.42920313e-03   4.80699993e-04   5.00458525e-03
    1.52615942e-02   2.68155243e-04]
 [  9.98094976e-01   2.71358658e-10   1.31917000e-03   4.62581607e-04
    1.06424757e-07   8.69494252e-05   5.50097184e-06   6.81467668e-07
    2.60382749e-05   3.86696047e-06]
 [  3.02086642e-04   1.18985279e-02   8.92514270e-03   7.57547561e-04
    5.32187871e-04   1.32622395e-03   6.48532668e-03   9.55302457e-05
    9.69524145e-01   1.53243294e-04]
 [  9.36652725e-07   1.79448682e-06   1.28983243e-04   7.35662034e-05
    9.87209439e-01   5.87160030e-05   6.37405719e-06   6.00301610e-05
    2.94832662e-05   1.24306707e-02]
 [  3.10037822e-01   4.98049922e-05   2.26778332e-02   4.49579209e-03
    1.03635244e-01   1.99820641e-02   5.16411960e-01   6.11363491e-03
    7.15266727e-03   9.44314618e-03]
 [  9.98613119e-01   1.26333086e-08   1.17875624e-03   1.41596627e-06
    3.83725052e-07   1.82456097e-05   1.34617148e-04   3.21007292e-06
    2.28538029e-05   2.74319918e-05]
 [  1.93533078e-02   1.44805585e-04   9.29549396e-01   1.30865630e-02
    1.57529232e-03   3.46921128e-03   6.74387673e-03   1.37591613e-02
    2.66401493e-03   9.65448003e-03]
 [  9.08827642e-05   2.25360722e-07   3.31802153e-06   8.81206142e-05
    7.39312544e-03   1.29848268e-04   1.70322224e-07   2.46946383e-02
    3.84989944e-05   9.67561126e-01]
 [  1.48349872e-03   2.42970509e-05   4.13132802e-04   5.32505363e-02
    9.53876224e-05   7.46510783e-03   3.58174111e-06   9.19965684e-01
    1.49485873e-04   1.71493329e-02]
 [  3.03359661e-06   6.67512213e-05   6.00709172e-05   7.55525325e-05
    9.66927230e-01   1.73224224e-04   1.49632120e-04   1.22877842e-04
    3.65700573e-04   3.20559181e-02]
 [  2.81475423e-06   2.88998692e-09   1.61235289e-06   5.57408484e-08
    9.99885798e-01   4.81372990e-06   4.87511243e-05   1.38289633e-05
    3.94070912e-06   3.83373372e-05]
 [  1.20981122e-05   5.13906765e-04   8.91102827e-04   4.47215699e-02
    3.45255357e-05   3.60145204e-04   1.85865886e-07   9.48157132e-01
    1.31233814e-04   5.17811207e-03]
 [  9.99949217e-01   4.59910221e-10   4.13530652e-05   1.37681945e-06
    7.41088302e-11   2.54968995e-06   3.32902709e-06   3.77491801e-07
    1.64491360e-06   1.75872387e-07]]
INFO:tensorflow:probabilities = [[  2.94103578e-04   1.63128355e-08   1.47438870e-04   1.11689332e-07
    1.04572091e-05   7.78283866e-05   9.99121964e-01   3.58714014e-09
    3.48039728e-04   4.01063289e-08]
 [  1.66702550e-04   3.13814871e-06   3.03953217e-04   7.72000756e-04
    1.48327807e-02   2.01938368e-04   1.02324257e-05   3.48439604e-01
    1.69386374e-04   6.35100245e-01]
 [  8.99573570e-05   6.33660529e-04   2.73232581e-03   6.30643785e-01
    4.73675209e-06   1.33417302e-03   1.81186792e-07   3.26514602e-01
    7.93989806e-04   3.72525752e-02]
 [  7.49009196e-04   2.22378341e-03   7.36072077e-04   1.11183536e-03
    2.87102931e-03   2.92213727e-02   9.60632741e-01   2.12160558e-06
    2.43095821e-03   2.10406852e-05]
 [  4.19068849e-03   1.26780721e-03   5.43631613e-04   8.28883960e-04
    2.46066920e-04   1.10793553e-01   5.65947674e-04   1.41496980e-03
    8.78949046e-01   1.19941228e-03]
 [  9.86244977e-01   7.14924090e-06   3.36925325e-04   1.56857527e-03
    1.17131087e-04   3.05434410e-03   7.24550383e-03   2.18715984e-04
    2.31728336e-04   9.74961091e-04]
 [  2.40463647e-04   9.89376068e-01   2.03034375e-03   1.58135069e-03
    1.77987837e-04   4.69103892e-04   3.87573062e-04   1.48871704e-03
    3.68608604e-03   5.62322151e-04]
 [  1.47077619e-04   4.33280738e-03   4.38648835e-02   1.83004851e-03
    1.40861541e-01   5.35137951e-03   7.80946195e-01   2.71772966e-03
    1.83341205e-02   1.61405280e-03]
 [  9.99826133e-01   3.14610360e-09   5.74521709e-06   7.49718965e-05
    4.95921384e-08   7.38616072e-05   2.12079181e-06   8.74502621e-06
    6.96756297e-06   1.49192294e-06]
 [  4.47546745e-06   2.08677928e-04   9.84820008e-01   1.33891832e-02
    7.86921703e-07   1.43754572e-04   2.16471267e-06   8.71574390e-04
    5.55645616e-04   3.70268253e-06]
 [  1.68168768e-01   1.57993170e-04   2.77991239e-02   6.47986680e-03
    3.07071894e-01   6.69301972e-02   4.29413877e-02   3.62492017e-02
    1.21917389e-02   3.32009733e-01]
 [  2.68593174e-03   3.72552240e-05   8.38321727e-03   1.48026354e-03
    3.34298937e-03   1.01991938e-02   6.18453443e-01   7.22235791e-06
    3.54151368e-01   1.25906069e-03]
 [  1.01182331e-05   3.18236090e-07   4.32109409e-05   9.99696493e-01
    4.21242987e-07   1.65351055e-04   1.82415612e-08   1.00012967e-05
    3.53716896e-05   3.86795909e-05]
 [  6.81948755e-03   2.24305928e-01   3.88713107e-02   1.68637708e-02
    9.15969163e-03   6.10190928e-01   1.34374155e-02   1.56464037e-02
    5.32633811e-02   1.14416908e-02]
 [  9.99969840e-01   4.33339371e-11   2.10189819e-06   7.77497746e-07
    5.18333510e-12   2.24319683e-05   4.53406892e-06   2.74971423e-09
    2.41663315e-07   8.49646220e-09]
 [  4.77432099e-04   9.80338812e-01   1.32534548e-03   2.22795206e-04
    6.57551223e-04   3.47506866e-04   1.79601205e-03   6.17135200e-04
    1.39485393e-02   2.68735137e-04]
 [  1.71636639e-03   7.82874995e-05   6.74145485e-06   9.66449676e-04
    1.51772061e-02   7.29009556e-03   1.21393869e-05   5.72847784e-01
    3.50427494e-04   4.01554376e-01]
 [  5.53759492e-06   9.53268230e-01   2.07156432e-03   2.32874807e-02
    5.02120052e-03   1.33059290e-03   6.45923545e-04   5.73923229e-04
    1.31409438e-02   6.54680945e-04]
 [  3.60010355e-03   2.89977575e-03   7.37217779e-04   6.32879972e-01
    6.78444107e-04   1.12023145e-01   2.21258786e-04   1.78007241e-02
    4.85768504e-02   1.80582464e-01]
 [  1.59874588e-04   5.01556315e-05   2.38966160e-02   3.95380281e-04
    9.44019557e-05   2.66836910e-03   2.69501028e-03   4.24346217e-06
    9.69887316e-01   1.48567822e-04]
 [  3.36441435e-02   9.58925284e-07   6.06419690e-06   8.48099682e-03
    1.76105794e-04   1.56475052e-01   1.10697135e-06   2.81694472e-01
    8.34966602e-04   5.18686175e-01]
 [  1.28511107e-03   2.02184237e-05   4.12505586e-04   9.87138033e-01
    1.29168084e-05   8.78039841e-03   1.67471455e-06   7.89202822e-05
    1.12689217e-03   1.14337646e-03]
 [  1.66870689e-06   1.47739729e-06   5.95573965e-06   5.50928280e-06
    9.80639040e-01   1.73347125e-05   3.00672618e-05   9.00725427e-05
    6.76499185e-05   1.91411544e-02]
 [  2.78323935e-03   3.42542829e-04   1.56533226e-01   1.89044792e-02
    1.08028781e-02   3.66931525e-03   4.12577949e-03   1.38334255e-03
    5.58634758e-01   2.42820457e-01]
 [  7.29794949e-02   1.87535901e-02   3.74503061e-02   2.06929184e-02
    5.63489422e-02   2.92783231e-01   1.13781735e-01   3.72541025e-02
    3.01887989e-01   4.80676554e-02]
 [  2.96331127e-03   3.48191429e-03   9.92146786e-03   7.55007938e-03
    8.99775922e-01   8.54410883e-03   6.76362449e-03   1.99392997e-02
    7.39172159e-04   4.03211787e-02]
 [  4.94141190e-04   9.02331714e-03   4.62873233e-03   8.05630465e-04
    9.87362023e-03   8.01387895e-03   8.97819340e-01   6.51204755e-06
    6.91343844e-02   2.00421215e-04]
 [  6.77814931e-02   1.82867825e-05   1.74044142e-03   1.55123854e-02
    6.80353821e-07   9.07468677e-01   3.93451555e-05   7.04920792e-04
    6.28479011e-03   4.48894833e-04]
 [  1.59141418e-04   9.92949367e-01   3.19579005e-04   6.74679817e-04
    1.21095312e-04   3.16782796e-04   5.71755518e-04   3.20374529e-04
    4.28566849e-03   2.81607383e-04]
 [  1.34209870e-06   3.09821871e-06   2.74041537e-02   3.75349028e-03
    4.97908559e-09   8.65370748e-06   4.54509639e-08   2.42883448e-06
    9.68826234e-01   5.46547938e-07]
 [  5.30149601e-03   2.92516733e-03   3.79296928e-03   2.49687955e-01
    4.28393250e-03   7.48303235e-02   5.74396411e-03   7.61441988e-05
    6.50130510e-01   3.22758942e-03]
 [  1.68499115e-04   1.62512288e-06   6.70945656e-06   2.14991189e-04
    1.03969833e-05   9.99212027e-01   3.06982329e-05   2.89304626e-05
    1.59902484e-04   1.66209342e-04]
 [  5.42312591e-05   1.24162529e-04   2.45328065e-05   6.39762104e-01
    2.14949436e-03   2.92769551e-01   1.15259390e-05   2.13078587e-04
    1.29467370e-02   5.19445986e-02]
 [  9.99232650e-01   2.25916992e-08   9.81560079e-05   9.19452941e-06
    1.26027302e-07   1.36114031e-04   5.96377722e-05   8.48565890e-07
    4.53946297e-04   9.30415445e-06]
 [  4.18299715e-05   4.28431842e-04   1.76803162e-03   3.52733843e-02
    5.93283630e-06   9.57940698e-01   3.38163134e-03   4.62287335e-06
    1.14310940e-03   1.22946003e-05]
 [  1.79321316e-04   4.76698460e-06   3.53720062e-03   9.86523688e-01
    1.36524045e-06   1.87811640e-03   1.05990694e-05   2.32940703e-03
    5.33905253e-03   1.96524707e-04]
 [  1.81268738e-03   4.09915764e-03   6.39446604e-04   2.74855550e-03
    1.08326436e-03   9.57731366e-01   2.33804411e-03   1.68563507e-03
    2.74179205e-02   4.43919358e-04]
 [  3.93526680e-05   6.03731908e-03   4.90486883e-02   9.44797873e-01
    4.56202258e-08   2.21275059e-06   7.29118653e-07   6.15708122e-05
    6.02856471e-06   6.21789741e-06]
 [  8.61585975e-01   2.91413871e-09   4.10965695e-05   2.05359748e-03
    1.02940474e-08   1.36256412e-01   7.59455770e-06   5.00426977e-05
    4.31160743e-06   1.01176886e-06]
 [  1.64279726e-03   3.02101747e-04   2.59258843e-04   3.51138675e-04
    4.07005064e-05   1.47221959e-03   2.26355696e-04   2.79516607e-05
    9.95135844e-01   5.41619433e-04]
 [  6.21991989e-04   9.83149469e-01   8.36223457e-03   1.28927932e-03
    5.79782994e-04   4.64008219e-04   1.64484337e-03   4.82737552e-04
    3.26252868e-03   1.43152749e-04]
 [  5.08572884e-05   9.75760579e-01   2.94413278e-03   2.66147195e-03
    4.95835557e-04   2.78557814e-03   4.54832707e-03   1.17298019e-04
    1.05180070e-02   1.17823161e-04]
 [  3.55334533e-03   2.67600864e-02   3.29042261e-04   2.26337194e-01
    2.60990998e-03   5.53599238e-01   1.04590414e-04   9.98876989e-02
    4.07308079e-02   4.60880473e-02]
 [  2.49667303e-03   3.60465399e-03   1.00611441e-01   8.66620660e-01
    3.71713802e-04   9.87326633e-03   5.45524806e-03   2.11576389e-05
    1.04546705e-02   4.90484235e-04]
 [  8.05472140e-04   4.20263183e-04   1.52748823e-01   4.03113067e-02
    2.31344875e-05   1.35546856e-04   2.94688180e-05   7.86355555e-01
    9.68361099e-04   1.82020981e-02]
 [  8.27094913e-02   4.14784990e-05   1.98929697e-01   7.82006944e-04
    1.34976301e-02   1.05983119e-04   5.28961122e-01   1.75508379e-04
    1.69078097e-01   5.71906753e-03]
 [  1.66290716e-04   9.93389131e-06   1.28473286e-04   7.57207090e-05
    1.64027297e-05   2.37074437e-05   3.09772113e-05   6.31416106e-06
    9.99053180e-01   4.88965423e-04]
 [  7.75979606e-06   9.92978394e-01   4.35228896e-04   7.35094829e-04
    1.64450365e-04   5.25230425e-04   5.98488259e-04   1.70009909e-04
    4.34766570e-03   3.76947391e-05]
 [  9.96015847e-01   7.18258207e-07   3.60286038e-04   9.68619075e-04
    5.50311256e-07   4.89146041e-04   5.64757211e-04   6.54073301e-05
    1.58314491e-04   1.37642655e-03]
 [  9.70591962e-01   1.15391892e-07   3.18551180e-03   1.01829944e-02
    2.55067076e-04   9.10744304e-04   9.97156254e-04   2.04021577e-03
    9.08924267e-03   2.74719507e-03]
 [  9.59250247e-06   9.01952808e-05   2.93910241e-04   1.24801838e-04
    9.78715301e-01   5.04501630e-04   3.06137861e-03   5.69828590e-05
    1.37468195e-03   1.57687441e-02]
 [  3.51807824e-03   1.94320501e-06   6.48978239e-05   8.76360945e-03
    3.35691743e-06   9.84711409e-01   3.38971789e-04   3.94932385e-06
    2.54509179e-03   4.86090976e-05]
 [  1.05023255e-05   3.39726591e-03   1.71686616e-03   7.63727166e-03
    4.57100796e-05   1.36519913e-04   3.27768521e-06   9.83604014e-01
    8.76667764e-05   3.36092710e-03]
 [  1.09337525e-05   9.95626926e-01   2.12471481e-04   1.62480620e-03
    5.46206575e-05   2.09181992e-04   2.63906579e-04   2.42378985e-04
    1.47385872e-03   2.80941284e-04]
 [  9.96822238e-01   4.81040630e-09   4.20729248e-06   9.85097358e-06
    1.18246906e-08   3.13175586e-03   6.86578414e-06   2.19352314e-05
    2.70255146e-06   3.26275909e-07]
 [  2.87160557e-03   1.73748106e-01   1.72712505e-02   4.30156291e-03
    1.59346833e-04   1.15304552e-02   7.05197861e-04   5.34102786e-03
    7.80839503e-01   3.23191704e-03]
 [  9.99731839e-01   2.86216412e-10   7.24778738e-06   2.08039899e-04
    6.76882883e-10   5.18924098e-05   1.21510666e-07   3.68882453e-08
    1.40589123e-07   7.02418333e-07]
 [  1.89914613e-03   7.40629679e-04   1.45042752e-04   5.65137923e-01
    2.68149277e-04   3.35673064e-01   2.62276066e-04   1.98787151e-04
    9.00468007e-02   5.62818116e-03]
 [  9.92565989e-01   1.47702836e-10   3.90273328e-07   1.15084931e-05
    7.25893678e-10   7.35486764e-03   9.17177294e-06   3.39388961e-08
    5.79853695e-05   1.03482776e-07]
 [  2.56066123e-04   3.04224432e-06   4.03771674e-06   3.62958550e-01
    2.04060466e-08   6.36476457e-01   1.23634393e-07   2.11722909e-05
    2.60756264e-04   1.97209538e-05]
 [  2.44117880e-04   2.25288852e-04   9.13133323e-01   4.79439419e-04
    3.87270411e-05   1.06521219e-03   8.93777236e-04   3.34832759e-04
    8.34407955e-02   1.44417965e-04]
 [  1.15624275e-02   9.64555249e-04   4.25420841e-03   4.73530171e-03
    6.55313134e-02   1.12015545e-01   5.37849180e-02   5.51386215e-02
    6.68510079e-01   2.35029925e-02]
 [  7.21569304e-05   1.45265722e-06   4.27113446e-05   7.58961687e-05
    3.70346334e-06   9.50753689e-01   4.89343256e-02   5.61251419e-08
    1.16067378e-04   2.53845869e-08]
 [  2.26197517e-04   7.60505600e-06   9.99235630e-01   3.98368720e-04
    9.18052390e-09   4.44809957e-05   1.17322202e-06   2.57941383e-06
    7.99905392e-05   3.91737649e-06]
 [  5.36318915e-03   3.55034608e-05   1.34858780e-03   1.59626827e-02
    2.97746737e-05   5.98850489e-01   3.89116583e-04   2.38688099e-05
    3.77949178e-01   4.75642701e-05]
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    7.53811467e-03   4.32199566e-04]
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    2.22658762e-03   2.86736269e-03]
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    1.55411763e-02   5.12337720e-05]
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    4.61805193e-03   1.51344590e-04]
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    9.92387056e-01   1.23559509e-03]
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    1.47984334e-04   1.89571747e-05]
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    1.73282549e-02   1.67400006e-03]
 [  4.28209500e-03   2.10522259e-07   2.79031199e-04   9.73760068e-01
    2.11195402e-06   1.79932024e-02   3.00559100e-06   1.27517746e-03
    1.95281580e-03   4.52382257e-04]
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    4.39167256e-03   1.91335946e-01   3.56324427e-02   5.60900779e-04
    5.71694493e-01   1.10723346e-01]
 [  9.99035478e-01   1.12329744e-07   7.55928922e-05   3.24649212e-04
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    2.38270091e-04   6.66194978e-07]
 [  1.40759494e-06   1.31578381e-05   9.99472797e-01   5.03021292e-04
    5.94331384e-09   3.59410620e-07   5.26823158e-07   1.81942150e-09
    8.86673024e-06   1.39248599e-10]
 [  2.02787589e-04   9.78386104e-01   4.97730402e-03   3.83081916e-03
    7.09032873e-04   1.78479095e-04   1.11277332e-03   1.80572039e-03
    8.56410619e-03   2.32952094e-04]
 [  9.98750925e-01   4.15092360e-09   1.68971474e-05   1.15882751e-04
    4.80385651e-08   1.10072922e-03   1.41799967e-06   2.08259780e-06
    7.55989231e-06   4.68588996e-06]
 [  1.46948674e-03   2.48595346e-02   2.79402663e-03   6.73598647e-02
    6.02828681e-01   9.88695864e-03   1.58970791e-03   9.31984186e-02
    3.84308025e-02   1.57582566e-01]
 [  1.77133465e-04   9.76466179e-01   1.96220051e-03   7.52100348e-03
    9.27805027e-04   8.19773064e-04   5.03441377e-04   4.99612186e-03
    5.69240982e-03   9.33855656e-04]]
INFO:tensorflow:global_step/sec: 156.502
INFO:tensorflow:loss = 0.203516, step = 8501
INFO:tensorflow:probabilities = [[  1.79399123e-07   4.26964881e-08   8.27298936e-05   5.55692630e-08
    8.70829808e-06   5.10861755e-05   9.99850750e-01   5.53551249e-09
    6.22027073e-06   1.78929071e-07]
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    2.19649271e-04   1.76019466e-06]
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    6.16302316e-07   5.41594345e-04]
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    8.15388848e-05   1.18191920e-05   1.66985585e-04   1.92300053e-04
    1.26983540e-03   4.84581506e-06]
 [  2.91447632e-05   2.76869177e-05   5.94380265e-03   9.76596586e-03
    1.79793604e-03   2.10536062e-04   8.45310478e-06   1.46652848e-01
    8.85257556e-04   8.34678411e-01]
 [  1.26436234e-05   9.91081178e-01   3.79178498e-04   3.05389194e-03
    7.01152967e-05   1.34078538e-04   1.21579040e-04   1.76162203e-03
    3.15013435e-03   2.35690255e-04]
 [  1.75211622e-04   6.69907365e-07   5.31834667e-06   3.90504683e-05
    4.91670835e-05   9.98879135e-01   3.18136794e-04   1.05400568e-06
    5.26820251e-04   5.41328927e-06]
 [  1.16070289e-04   1.41302253e-05   5.20680042e-04   6.24293135e-03
    1.19376527e-02   6.01433800e-04   6.07386683e-05   7.43409693e-02
    7.75153236e-03   8.98413897e-01]
 [  8.27573419e-01   2.83202581e-07   1.67199911e-03   5.77096143e-05
    1.57929680e-04   3.54237780e-02   8.82865712e-02   2.04787193e-05
    4.67945673e-02   1.32285631e-05]
 [  1.96290435e-03   1.38982534e-01   1.78422173e-03   8.61764401e-02
    8.93283170e-03   7.36134034e-03   1.54707872e-04   4.16386276e-01
    1.89995915e-02   3.19259167e-01]
 [  1.12661919e-05   9.95514691e-01   2.03137379e-03   2.30433739e-04
    7.30468164e-05   1.21019348e-05   3.56209261e-04   4.25199716e-04
    1.30474742e-03   4.07802800e-05]
 [  2.80431646e-04   6.98653050e-04   8.68949667e-03   9.27221845e-04
    9.24406707e-01   5.16049610e-03   2.09346581e-02   2.28603650e-03
    1.83399990e-02   1.82763208e-02]
 [  2.73559272e-04   2.58629116e-05   5.76687569e-04   9.57824111e-01
    1.74540692e-05   2.51081698e-02   1.89756338e-05   1.17585651e-05
    1.60609912e-02   8.24047820e-05]
 [  3.89201974e-04   1.06676616e-05   6.86324434e-04   9.38399553e-01
    1.68123037e-07   4.87166867e-02   4.60283644e-07   5.71769604e-04
    1.08850952e-02   3.39993479e-04]
 [  1.81247313e-02   8.26336618e-05   2.36099869e-01   7.06097245e-01
    9.37333738e-04   4.64304030e-04   3.63701284e-02   4.33889159e-04
    1.33517967e-03   5.47433992e-05]
 [  8.44247523e-04   9.55528435e-07   9.98190343e-01   3.69944115e-04
    1.69271277e-06   7.38010885e-06   7.58780379e-06   1.82557298e-04
    1.21498151e-05   3.83151171e-04]
 [  9.89815671e-05   1.39416501e-04   3.30409152e-03   5.66889226e-01
    1.13843940e-02   9.28414799e-03   1.25780813e-02   2.30624246e-05
    3.96027118e-01   2.71546305e-04]
 [  9.90796447e-01   9.13628537e-06   1.02253666e-03   2.19305605e-03
    2.73932201e-05   1.72569125e-03   3.34730698e-03   1.49848376e-04
    5.46480820e-04   1.82052070e-04]
 [  9.20022794e-05   8.62638626e-05   5.56944087e-06   7.69198115e-04
    5.53891063e-03   4.05073073e-03   2.15113705e-05   9.66776013e-01
    1.86883786e-04   2.24729087e-02]
 [  3.89557426e-05   9.93453026e-01   1.36018521e-03   6.79664605e-04
    7.62645141e-05   1.56302431e-05   3.44905158e-04   1.17751981e-04
    3.79210874e-03   1.21664110e-04]
 [  2.29421481e-02   9.14347709e-07   9.69654007e-04   4.74645902e-04
    4.03044047e-03   4.68188256e-04   2.15174732e-04   6.37253597e-02
    1.19555718e-03   9.05977905e-01]
 [  9.96279299e-01   8.44709007e-07   6.25480083e-04   8.56270199e-04
    4.50369089e-06   1.80667135e-04   1.45677023e-03   4.68098506e-06
    1.51868080e-04   4.39603289e-04]
 [  1.74298621e-05   1.08319568e-03   9.95154023e-01   3.02267657e-03
    1.60296906e-07   1.60039854e-05   3.89020715e-04   1.81344561e-07
    3.17227677e-04   3.35865344e-08]
 [  7.81644892e-04   9.87679115e-04   9.90986242e-04   8.28505028e-04
    9.56548274e-01   2.01635715e-03   2.85810791e-03   3.51107330e-03
    4.01269086e-03   2.74645668e-02]
 [  2.57208390e-04   1.50118219e-02   1.00529357e-03   5.19713503e-04
    9.15126026e-01   5.35089709e-03   5.02169318e-03   1.72483397e-03
    1.53853921e-02   4.05971520e-02]
 [  3.15908437e-05   3.08593080e-05   7.02617515e-04   6.34173909e-03
    1.78116048e-03   2.36225920e-03   3.53945106e-05   9.50428098e-03
    9.03006911e-01   7.62031674e-02]
 [  4.56430553e-06   2.80884215e-05   3.49531729e-05   2.44608818e-04
    2.71329804e-06   1.43538537e-05   5.99676353e-09   9.97368455e-01
    1.93000487e-05   2.28297058e-03]
 [  1.80638468e-04   9.56475198e-01   2.69923767e-04   8.36075936e-03
    3.36054974e-04   1.06414151e-03   4.62640892e-04   6.55102311e-04
    3.18378881e-02   3.57651239e-04]
 [  8.79965683e-06   9.93224144e-01   6.42233004e-04   8.15332634e-04
    2.28232588e-04   4.37411545e-05   9.06615227e-04   2.92500108e-03
    8.65820213e-04   3.40192026e-04]
 [  8.22089642e-05   9.70332980e-01   6.92943763e-03   7.39647588e-03
    2.33812971e-05   4.16965195e-04   4.08767592e-05   4.80586989e-03
    9.59349331e-03   3.78210330e-04]
 [  9.99448359e-01   6.57046195e-09   6.16010075e-05   7.39618117e-05
    3.26193508e-08   3.08810326e-04   7.81133986e-06   2.05299166e-05
    6.54537798e-05   1.34885113e-05]
 [  3.92695219e-05   1.09377748e-03   2.68684234e-04   2.09837873e-02
    6.04628622e-05   1.65840611e-04   2.71145691e-05   3.83776845e-04
    9.67411816e-01   9.56550147e-03]
 [  8.10250071e-08   1.47306324e-07   2.44925900e-06   1.21753301e-05
    9.96384859e-01   1.09492366e-05   1.59266623e-04   4.35503753e-05
    2.08931870e-05   3.36559652e-03]
 [  1.46053640e-06   3.43466098e-07   3.84018000e-04   9.99545038e-01
    2.34182562e-10   6.70559821e-05   5.39249978e-09   3.42587470e-07
    1.66998586e-06   2.81676158e-08]
 [  4.42019191e-05   3.91572539e-05   1.21028796e-02   4.26693266e-04
    3.95771349e-04   4.44633712e-04   3.44752130e-04   1.97120880e-05
    9.82964933e-01   3.21729155e-03]
 [  3.77719328e-02   4.17553913e-03   2.80026835e-03   3.01329675e-03
    6.57379802e-04   9.30031717e-01   2.01738975e-03   3.92932119e-03
    1.41207892e-02   1.48240826e-03]
 [  5.49305348e-08   7.68361701e-07   9.99989510e-01   8.56056340e-06
    7.85331800e-09   3.09072812e-09   1.28748852e-07   1.95501055e-08
    1.00141040e-06   8.02991451e-09]
 [  2.15044511e-05   3.83794722e-05   6.80516605e-05   6.71562226e-03
    2.52844356e-02   3.49813886e-03   3.57776094e-06   1.04993004e-02
    2.30876706e-03   9.51562226e-01]
 [  1.77884795e-06   1.79880067e-06   5.73040859e-04   2.33549918e-06
    9.28947888e-03   5.56974665e-05   9.90011156e-01   6.36999289e-07
    6.21129220e-05   2.00665340e-06]
 [  2.19995924e-03   1.94688473e-05   9.87640202e-01   1.61425595e-03
    7.17316696e-04   3.15183366e-04   5.20639913e-03   2.03893469e-05
    1.99188152e-03   2.74876365e-04]
 [  5.02895864e-06   1.66719383e-05   3.85361277e-02   1.43958963e-02
    4.75527116e-07   1.27860494e-05   1.15061439e-05   3.33413809e-05
    9.46981251e-01   6.88565342e-06]
 [  3.34878860e-04   6.01681478e-08   2.40815760e-04   3.82650114e-06
    8.42564805e-06   7.25513837e-06   9.99358118e-01   8.72190487e-10
    4.64538134e-05   7.62175176e-08]
 [  1.21811964e-02   1.04203609e-04   2.94012716e-04   5.78655628e-04
    3.31708346e-04   9.80248630e-01   4.15498810e-03   3.18591483e-05
    1.81661546e-03   2.58012180e-04]
 [  5.65631548e-04   9.73304212e-01   4.23512235e-03   3.81117011e-03
    9.61281999e-04   1.25331595e-03   2.50830944e-03   1.88711227e-03
    1.09401643e-02   5.33811573e-04]
 [  1.02706028e-04   7.37816708e-06   1.14684757e-04   2.14823661e-03
    9.22648422e-03   1.20948465e-03   3.64093066e-05   9.60206747e-01
    5.94874320e-04   2.63530947e-02]
 [  4.28205976e-06   3.67535904e-06   3.94183080e-05   1.67023129e-04
    1.34903303e-07   1.80696115e-05   1.36540699e-08   9.99487042e-01
    1.73712288e-05   2.62937247e-04]
 [  2.85283779e-04   9.05189268e-07   6.77170647e-06   2.15261267e-03
    3.29302082e-07   9.96990204e-01   5.72427371e-06   1.65364145e-05
    5.25815936e-04   1.57951927e-05]
 [  9.04425451e-06   9.92883921e-01   3.04989750e-03   1.20454328e-03
    7.20530297e-05   6.95867720e-06   8.51899735e-04   4.34253423e-04
    1.44104532e-03   4.63993019e-05]
 [  2.24952135e-04   8.00957961e-04   4.36352147e-03   8.94276619e-01
    6.08401479e-06   9.70974332e-04   6.23030428e-05   2.52461876e-04
    9.41552594e-02   4.88687679e-03]
 [  9.67621386e-01   7.96540007e-06   1.25934457e-04   1.87727087e-03
    2.51305750e-07   8.96670576e-03   1.61867210e-04   2.66049919e-05
    2.11305078e-02   8.14432642e-05]
 [  1.66462291e-06   1.75076291e-08   1.84438722e-08   4.42130022e-06
    1.73450899e-05   8.25532788e-06   5.21855947e-10   9.95773733e-01
    1.98460498e-06   4.19259351e-03]
 [  6.49620097e-06   6.52072849e-05   9.97417927e-01   7.31314882e-04
    1.33406324e-03   1.22810497e-05   2.99153297e-04   1.26225450e-06
    1.06810636e-04   2.53989201e-05]
 [  7.00943259e-09   2.63665206e-05   9.99738276e-01   2.28781675e-04
    6.93610586e-11   2.77315166e-08   2.38897897e-08   6.17113400e-08
    6.48428295e-06   1.64457267e-10]
 [  3.28872382e-04   9.35618937e-01   2.01250031e-03   9.56807565e-03
    3.12265800e-03   9.31607326e-04   2.10462458e-04   2.74240859e-02
    6.43183663e-03   1.43508483e-02]
 [  4.96809371e-04   1.06519950e-03   3.39295082e-02   2.71597877e-04
    7.94630527e-01   2.31889170e-02   1.44903302e-01   2.70304823e-04
    5.16504399e-04   7.27287843e-04]
 [  6.04894785e-06   1.00781817e-05   7.14733517e-07   9.54002007e-06
    6.00198954e-02   1.64482903e-04   1.18825110e-05   2.54327641e-03
    1.05875253e-03   9.36175287e-01]
 [  3.49836337e-05   2.43374143e-05   7.30418105e-05   3.98928096e-04
    3.14345380e-04   5.41516580e-04   3.20718791e-05   3.42365529e-05
    9.95113313e-01   3.43332719e-03]
 [  2.74529390e-04   7.50035167e-01   1.31881726e-03   9.91215929e-03
    1.02174026e-03   2.74277921e-03   2.66473071e-04   2.01425925e-01
    8.54828395e-03   2.44542938e-02]
 [  5.36871885e-05   1.16062241e-04   3.24995164e-03   4.00097948e-03
    7.46597095e-07   4.33968853e-05   7.89655541e-09   9.63385403e-01
    7.46284705e-03   2.16869954e-02]
 [  2.14528898e-03   2.19681356e-02   1.80425812e-02   2.79152853e-04
    1.89040811e-03   3.01956721e-02   9.13132310e-01   5.42993621e-05
    1.21754101e-02   1.16652693e-04]]
INFO:tensorflow:probabilities = [[  4.40225958e-05   1.40567991e-07   4.20691140e-05   1.57988037e-03
    1.21771719e-03   1.96959634e-04   7.40983296e-07   4.48858380e-01
    9.45955457e-04   5.47114074e-01]
 [  9.99353468e-01   1.27226958e-08   2.34592644e-05   9.44971634e-06
    2.12018037e-07   3.78047058e-04   2.64078008e-05   7.02371835e-06
    1.52153167e-04   4.97786750e-05]
 [  9.68250155e-04   1.72538475e-05   9.89738524e-01   2.37807631e-03
    5.97162227e-07   1.32988789e-04   1.98870675e-05   5.24959806e-03
    1.36706652e-03   1.27690917e-04]
 [  4.93893458e-04   2.71321886e-04   1.90541134e-04   6.61898196e-01
    1.28011499e-03   3.21805567e-01   1.78927890e-04   2.24779898e-04
    9.29804612e-03   4.35854448e-03]
 [  1.07633467e-04   2.82982306e-04   1.61730815e-02   7.70169310e-04
    1.56460740e-02   1.05464610e-03   9.65024531e-01   3.64554990e-06
    6.85836188e-04   2.51325109e-04]
 [  2.27915077e-03   2.87773641e-04   4.85744979e-03   3.36646372e-05
    4.53806529e-03   1.39154658e-01   8.37008417e-01   1.40318150e-06
    1.16539719e-02   1.85381505e-04]
 [  8.94492405e-06   8.12813687e-06   1.06334601e-05   1.40716257e-02
    6.13956581e-06   4.49985469e-04   5.34352544e-08   9.85305846e-01
    2.18600144e-05   1.16881252e-04]
 [  1.43621975e-04   3.83719336e-04   1.88920610e-02   1.21141442e-04
    1.30375440e-04   7.76731269e-03   2.17927340e-03   5.05157595e-06
    9.70043242e-01   3.34197161e-04]
 [  1.88192338e-04   4.76315535e-07   2.10394792e-05   2.29721409e-04
    4.41910524e-05   1.11953970e-02   1.22757442e-03   3.28642500e-07
    9.86924410e-01   1.68608312e-04]
 [  1.72757049e-04   9.83514428e-01   1.65609771e-03   8.25982448e-03
    4.68901562e-04   3.88027809e-04   2.89343152e-04   2.02826154e-03
    2.41340394e-03   8.09124438e-04]
 [  3.72200811e-05   2.32346356e-04   9.68815148e-01   8.78489390e-03
    1.27264116e-07   4.72825603e-04   4.34425136e-04   2.95786094e-06
    2.12190989e-02   9.02276383e-07]
 [  4.39355470e-04   2.85507319e-03   1.34249695e-03   9.50348794e-01
    8.90596013e-04   3.04913335e-02   1.02388796e-04   8.54013415e-05
    1.13903703e-02   2.05416419e-03]
 [  2.95115926e-04   3.24168286e-05   1.00585362e-02   2.58901948e-03
    8.22782313e-05   4.44716425e-04   1.22955651e-03   5.64088259e-06
    9.85236704e-01   2.59285644e-05]
 [  1.48143590e-04   4.35232214e-04   4.48174588e-03   1.28970481e-04
    9.56518054e-01   1.23914250e-03   2.31678616e-02   4.07276023e-03
    1.07835251e-04   9.70021356e-03]
 [  5.18100205e-05   7.23857511e-07   1.63354212e-04   1.04842084e-05
    2.88454648e-02   3.52459210e-05   1.42682475e-05   1.13507975e-02
    2.52999307e-04   9.59274828e-01]
 [  1.62503620e-05   6.18801860e-05   4.90894495e-03   9.76754844e-01
    3.58159799e-04   4.99761570e-03   2.30555015e-04   1.04600281e-06
    1.26552051e-02   1.54673908e-05]
 [  1.79824784e-01   1.16140000e-03   2.58168638e-01   1.92011967e-01
    1.22123761e-02   3.88886184e-02   1.71839111e-02   3.29503492e-02
    7.41591230e-02   1.93438828e-01]
 [  2.06812681e-03   8.99304807e-01   5.14837727e-03   8.00082553e-03
    9.91458073e-03   2.53904574e-02   1.31726004e-02   1.39081227e-02
    1.93946213e-02   3.69767263e-03]
 [  9.05760771e-06   6.07169738e-07   2.54847396e-06   8.72567762e-05
    8.58570445e-07   1.40708353e-05   8.39839753e-09   9.99715388e-01
    9.61909700e-06   1.60527270e-04]
 [  1.90976352e-04   9.49577212e-01   2.85589173e-02   5.32566756e-03
    4.00206726e-03   7.90786929e-04   2.82848108e-04   3.49185336e-03
    7.41481595e-03   3.64880922e-04]
 [  9.70098436e-01   7.99374106e-07   1.42485658e-02   9.58810444e-04
    9.94684868e-08   4.68198443e-03   7.68201752e-03   4.83700569e-04
    1.81283790e-03   3.25791843e-05]
 [  2.68275995e-04   4.42767516e-02   1.07568186e-02   1.52362473e-02
    4.23354609e-03   1.00188451e-02   1.34838475e-02   3.64688662e-04
    8.91739786e-01   9.62112751e-03]
 [  8.34887323e-05   4.02627375e-05   9.91931021e-01   3.15306103e-03
    1.84714263e-05   3.05206573e-04   1.81199284e-05   3.80982086e-03
    3.37326084e-04   3.03146080e-04]
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    2.03607026e-02   1.06313710e-04]
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    5.85735734e-06   1.73506146e-06   6.93041784e-06   9.20874118e-06
    5.85886373e-05   5.49904735e-06]
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    1.01353495e-10   2.73986516e-05   2.39701012e-06   7.24012862e-05
    3.29395652e-06   8.12582675e-06]
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    1.95263550e-01   6.79468722e-05]
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    4.90719802e-04   9.65783969e-02   5.32098311e-05   9.76719614e-03
    9.48870331e-02   1.61581308e-01]
 [  2.47014133e-04   2.27858801e-03   6.95661129e-03   1.83841435e-03
    5.91523094e-05   8.39823217e-04   3.38267680e-04   1.40070484e-03
    9.84073639e-01   1.96782034e-03]
 [  9.99683857e-01   3.89480080e-11   2.27033088e-04   4.31964438e-08
    3.37197631e-10   3.26151130e-05   5.58846041e-05   2.42523474e-10
    5.74836974e-07   4.14884020e-08]
 [  1.45778409e-04   4.04952573e-07   4.64843506e-05   9.67183150e-05
    1.75934341e-02   8.54957761e-05   4.61257969e-06   5.72848553e-03
    3.63141735e-04   9.75935400e-01]
 [  2.24905716e-06   1.78444115e-09   6.34296100e-08   3.19013961e-05
    1.34397515e-08   1.82683902e-06   3.59244891e-11   9.99813735e-01
    2.13403510e-07   1.49908985e-04]]
INFO:tensorflow:global_step/sec: 161.494
INFO:tensorflow:loss = 0.388328, step = 8601
INFO:tensorflow:probabilities = [[  4.52596441e-06   1.15349367e-05   2.39505037e-03   3.61126219e-03
    5.06244749e-02   7.15208997e-04   5.20791276e-04   2.22528633e-03
    7.69566605e-03   9.32196200e-01]
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 [  8.16228658e-06   1.34228515e-06   5.05551463e-04   3.26427253e-04
    9.92244661e-01   9.37277946e-05   1.18844444e-03   9.20946826e-04
    2.91273056e-04   4.41954611e-03]
 [  1.41360110e-03   3.89684428e-05   4.18270193e-03   9.30664464e-05
    1.49471150e-03   2.18996615e-03   9.90264177e-01   1.29954342e-05
    2.06254350e-04   1.03677681e-04]
 [  1.08426949e-03   4.18969576e-05   5.38895256e-04   4.98950658e-06
    9.81966853e-01   5.66432020e-04   4.41906974e-03   4.46406612e-03
    6.45571330e-04   6.26785727e-03]
 [  3.77170346e-03   1.03007955e-02   2.44227335e-01   1.51653856e-01
    4.72112000e-01   6.26942962e-02   3.41378562e-02   2.41322487e-04
    1.50918681e-02   5.76896733e-03]
 [  2.55633472e-03   2.03308218e-06   9.84298706e-01   9.42254428e-06
    6.82526752e-06   2.38454246e-04   2.50079227e-03   9.07283848e-08
    1.03526292e-02   3.48946014e-05]
 [  9.99973297e-01   1.34557351e-10   5.19603873e-06   1.82960662e-06
    1.85798071e-10   1.61802200e-05   1.78579955e-06   2.91585764e-07
    1.17996444e-06   2.41652856e-07]
 [  1.46020524e-04   5.23372819e-07   2.75235297e-03   2.57867177e-05
    4.05958761e-03   5.69494259e-05   7.33433189e-05   1.03723351e-02
    3.19376923e-02   9.50575352e-01]
 [  5.39145458e-06   5.93866525e-06   9.94922221e-01   4.10260214e-03
    2.66721525e-08   5.70927978e-06   3.86687170e-05   8.74157762e-04
    4.46713093e-05   6.26361214e-07]
 [  1.12542976e-03   9.57088053e-01   1.31171206e-02   6.22766139e-03
    8.50561424e-04   1.17365946e-03   2.34744861e-03   1.04136169e-02
    5.50708873e-03   2.14924919e-03]
 [  3.17175449e-07   3.34394741e-07   3.85155636e-06   2.84042453e-05
    3.48514644e-03   6.80685162e-06   1.19093244e-07   5.89976227e-03
    1.85352706e-04   9.90389824e-01]
 [  3.98097764e-05   9.80948448e-01   7.41790573e-04   5.30872028e-03
    5.01705945e-05   1.05124782e-03   4.39884025e-05   2.46091047e-03
    6.17329357e-03   3.18170572e-03]
 [  7.11055659e-03   7.74173260e-01   3.19342352e-02   1.50303300e-02
    1.01494007e-02   6.06559822e-03   8.37481208e-03   5.05342670e-02
    8.66349563e-02   9.99242906e-03]
 [  7.73729262e-05   1.24774808e-02   3.24642248e-02   7.87440166e-02
    1.97358608e-01   4.67200438e-03   2.67493306e-03   5.65381604e-04
    2.75078297e-01   3.95887673e-01]
 [  8.86501968e-01   3.20571446e-04   1.49470707e-03   2.68563256e-03
    2.09611084e-04   3.05796638e-02   5.09109311e-02   1.29983772e-03
    2.43873075e-02   1.60991726e-03]
 [  4.08748383e-05   9.43881809e-04   4.47080209e-04   8.45439732e-04
    4.05941091e-06   8.01102142e-05   4.43031297e-07   9.90272343e-01
    8.92046897e-04   6.47360878e-03]
 [  4.67076033e-01   3.84967791e-07   1.03162392e-05   3.14490870e-04
    9.26725916e-04   2.57504527e-02   2.69371303e-05   4.73704219e-01
    5.87595045e-04   3.16028520e-02]
 [  1.01137138e-03   7.88834819e-04   1.42230839e-02   1.75203402e-02
    3.76553158e-04   7.90992737e-01   1.61166117e-01   3.41837040e-06
    1.36263417e-02   2.91187462e-04]
 [  1.92939723e-03   4.82999225e-04   2.03681691e-03   3.04835802e-03
    1.09385059e-03   3.88183910e-03   1.10265531e-03   5.48716751e-04
    9.81519699e-01   4.35567647e-03]
 [  2.58898275e-04   9.89002943e-01   3.88086285e-03   1.06936647e-03
    2.68730160e-04   4.08733002e-04   1.14227040e-03   3.58891819e-04
    3.55365779e-03   5.56997293e-05]]
INFO:tensorflow:probabilities = [[  8.74518719e-06   9.86007333e-01   2.56263651e-03   2.12929631e-03
    2.95883539e-04   2.91275301e-05   6.32564188e-04   2.90665589e-03
    5.35822986e-03   6.95712442e-05]
 [  8.94884230e-04   2.22835979e-06   2.07326120e-05   9.23186089e-05
    2.37599779e-02   1.50159828e-03   2.40055651e-05   4.67711501e-02
    4.28730622e-03   9.22645807e-01]
 [  7.76261877e-05   9.17972088e-01   1.23975463e-02   1.70837976e-02
    1.94416067e-03   5.05490974e-03   6.32416178e-03   1.53500796e-03
    3.64060663e-02   1.20467832e-03]
 [  3.71688184e-05   9.04332701e-05   1.81150588e-03   9.93688047e-01
    3.83317882e-07   3.52341868e-03   3.14032832e-06   1.76320498e-06
    8.34055129e-04   1.00175230e-05]
 [  5.31885657e-04   6.76286453e-03   8.69418144e-01   7.09830523e-02
    1.70887951e-02   2.17275345e-03   2.63227578e-02   1.51118744e-04
    6.26137387e-03   3.07177397e-04]
 [  1.22676292e-05   9.97488856e-01   5.03522810e-04   5.47122676e-04
    4.21099612e-05   1.40286924e-04   2.92422919e-04   3.19656974e-04
    5.12243656e-04   1.41589582e-04]
 [  1.06609696e-06   2.75127735e-04   9.97976005e-01   1.04493112e-03
    7.22460243e-07   7.88153011e-06   2.37986736e-04   3.92321198e-07
    4.56022099e-04   3.36880746e-08]
 [  3.27210228e-06   1.82109852e-06   9.99870777e-01   4.40548283e-05
    6.50990639e-09   4.21618473e-08   5.67107918e-06   6.23859790e-08
    7.38238450e-05   3.95184458e-07]
 [  5.35459490e-04   2.90021941e-04   3.06355185e-04   5.25554232e-02
    1.89399172e-03   9.07628238e-01   2.36659450e-03   3.06001130e-05
    3.17870267e-02   2.60624127e-03]
 [  4.88100387e-03   2.64779129e-03   1.93190458e-03   2.49397904e-02
    8.50897375e-03   3.13691884e-01   1.92816183e-01   1.56168870e-04
    4.36348230e-01   1.40781254e-02]
 [  1.40742623e-06   2.83747852e-07   1.48489125e-05   2.99860149e-05
    4.81105857e-08   9.47811827e-07   6.42706777e-10   9.99283373e-01
    1.49330108e-05   6.54231349e-04]
 [  4.76610940e-03   9.43080522e-05   2.18464294e-03   1.05432875e-03
    2.95672799e-04   9.86215949e-01   3.44485231e-03   3.57993304e-05
    1.67368737e-03   2.34686740e-04]
 [  8.49793469e-06   1.27938156e-05   6.73816089e-07   7.50300314e-05
    1.06775235e-06   3.30031908e-05   3.61248476e-09   9.97888386e-01
    1.90635292e-05   1.96149596e-03]
 [  1.16485627e-02   3.52908074e-07   7.90303424e-02   2.14236170e-01
    1.52430512e-04   1.31416786e-02   1.03153556e-03   3.37047186e-06
    6.80644810e-01   1.10724352e-04]
 [  1.71705938e-06   1.35055043e-08   1.78534174e-06   3.61838407e-04
    3.62795134e-07   1.27839694e-05   4.56702143e-09   9.99372900e-01
    3.64867128e-06   2.44899507e-04]
 [  2.60984671e-05   4.34648158e-04   3.79070843e-05   9.40677710e-03
    7.19203334e-03   3.62931378e-02   5.74117030e-06   8.13014984e-01
    1.77822821e-03   1.31810457e-01]
 [  6.20628998e-06   3.76468188e-06   1.06470245e-04   1.02000224e-04
    1.91542654e-06   1.98420275e-05   1.53712119e-08   9.98986781e-01
    1.25825478e-04   6.47140550e-04]
 [  3.81981081e-05   7.82846570e-01   1.98142398e-02   1.43088058e-01
    4.23372351e-03   3.04400101e-02   3.91190592e-03   3.15792393e-03
    1.05863130e-02   1.88296777e-03]
 [  2.73592828e-04   8.88357521e-04   8.67950905e-04   2.71982775e-04
    3.36179361e-02   2.91905389e-03   9.57142472e-01   6.14864257e-05
    3.43363755e-03   5.23569470e-04]
 [  2.27267432e-04   1.58319801e-06   9.99151826e-01   6.21180152e-05
    1.13264400e-06   1.14633724e-06   3.67603134e-05   1.13412811e-04
    3.54579854e-04   5.00763308e-05]
 [  6.41128821e-08   4.06249647e-08   1.33865569e-07   5.76613929e-05
    3.25939276e-08   5.12719907e-07   1.32196008e-11   9.99801338e-01
    1.17705582e-07   1.40137956e-04]
 [  3.44196509e-04   1.18459081e-06   2.39375886e-03   5.54294209e-04
    1.63796265e-02   1.25500746e-03   1.89953262e-05   1.96570866e-02
    1.45620080e-02   9.44833815e-01]
 [  8.65102447e-06   4.21543984e-04   1.61192305e-02   9.69187438e-01
    8.27931945e-05   8.24110990e-04   2.21000191e-05   1.76555055e-04
    1.18661849e-02   1.29151181e-03]
 [  5.41700683e-06   1.08936129e-05   2.70389806e-04   1.57390244e-03
    9.74098980e-01   2.31290993e-04   3.99793389e-05   2.79767090e-04
    5.85022790e-04   2.29043588e-02]
 [  1.85878656e-04   1.15694711e-02   2.92806723e-03   6.64434806e-02
    2.46897025e-06   9.13625538e-01   7.12045410e-04   3.09148418e-05
    4.48796712e-03   1.41698238e-05]
 [  1.99135058e-04   1.35788554e-03   3.47996625e-04   5.16547123e-04
    2.85051204e-02   3.09420764e-01   7.11106276e-03   7.54074717e-05
    6.52324200e-01   1.41934957e-04]
 [  6.54108517e-05   9.93763864e-01   3.04303318e-03   5.93427802e-04
    4.25579674e-05   3.64517837e-05   1.05339117e-04   5.06115284e-05
    2.29032384e-03   9.08338370e-06]
 [  1.39504974e-03   1.19431497e-04   8.51219229e-05   6.72397960e-04
    2.52092570e-01   8.12543184e-03   4.79634589e-04   9.55418218e-03
    1.28972055e-02   7.14578927e-01]
 [  5.59143446e-05   1.40899192e-06   9.87825036e-01   1.38348353e-03
    1.68497863e-05   1.40551333e-06   5.43632050e-05   1.05568552e-02
    2.29896286e-05   8.15564708e-05]
 [  1.07345846e-03   1.78013928e-02   6.67023182e-01   3.56884375e-02
    5.21334259e-05   3.45627021e-04   1.35049240e-05   1.64764747e-01
    1.08503595e-01   4.73391823e-03]
 [  2.53886776e-03   2.33899718e-05   4.90702587e-05   1.81862211e-03
    1.69242441e-03   9.88065064e-01   2.70998827e-03   1.03706579e-05
    2.43692263e-03   6.55214593e-04]
 [  3.92617476e-05   4.23863548e-06   1.30916878e-05   5.13659870e-05
    9.80351627e-01   7.05983373e-04   2.63609923e-04   3.73689085e-03
    4.91548039e-04   1.43422866e-02]
 [  3.27617367e-04   1.54064040e-07   3.34547396e-04   6.54017349e-05
    1.06707332e-04   3.66357621e-04   2.37669938e-05   2.62633112e-04
    9.93831992e-01   4.68079187e-03]
 [  8.63702371e-05   5.19910187e-04   5.58657432e-03   1.30166454e-05
    4.89561353e-05   1.64458144e-03   9.90731895e-01   1.96025840e-09
    1.36848609e-03   2.63794419e-07]
 [  4.87886246e-05   1.14613597e-03   9.97765660e-01   6.40649931e-04
    1.18379205e-07   2.37288009e-06   1.27698140e-05   4.57663454e-08
    3.83615785e-04   3.64134234e-09]
 [  1.14090298e-03   3.20497295e-03   2.10388005e-03   2.05471460e-02
    7.16490805e-01   1.45479487e-02   4.08065272e-03   1.49235781e-02
    2.43513249e-02   1.98608786e-01]
 [  6.21437630e-06   4.79008833e-09   8.58360901e-03   6.20911032e-06
    2.64672413e-02   2.97146416e-05   9.64819849e-01   3.07140294e-06
    3.11398799e-05   5.29402605e-05]
 [  1.06454005e-04   9.67212975e-01   5.45076234e-03   7.45269610e-03
    6.86902320e-04   2.53369799e-04   3.45020206e-04   1.25507610e-02
    4.38749185e-03   1.55375071e-03]
 [  5.65659255e-04   5.86638320e-03   2.40441766e-02   1.05516985e-03
    3.00840265e-03   1.71047747e-02   9.38516617e-01   9.68415334e-05
    9.66372341e-03   7.82311909e-05]
 [  1.85979344e-03   7.40269851e-03   5.13827521e-03   1.95764564e-02
    7.78379524e-03   2.09892482e-01   1.73607652e-04   5.11625946e-01
    1.35197774e-01   1.01349197e-01]
 [  5.68441792e-05   1.93060464e-06   1.64140056e-05   1.00332591e-05
    9.32331568e-06   9.92335618e-01   6.36427358e-05   2.50809109e-07
    7.50401895e-03   2.00707086e-06]
 [  4.50285333e-05   8.11388309e-05   6.83186809e-04   9.64041173e-01
    8.66039773e-06   3.76681477e-04   9.38412995e-06   4.47480488e-05
    3.45321856e-02   1.77793991e-04]
 [  1.45643170e-03   3.18883904e-05   6.44390180e-04   3.92946560e-04
    8.06909084e-01   2.95155891e-03   7.63475546e-04   1.93563532e-02
    2.23196950e-03   1.65261939e-01]
 [  8.27442091e-06   1.28600993e-06   4.65850826e-05   4.00535157e-03
    8.14696648e-07   1.79777492e-03   6.17273315e-07   4.36767674e-04
    9.90815282e-01   2.88716774e-03]
 [  2.82235568e-08   3.30573471e-06   1.14133745e-05   9.99818146e-01
    1.14904564e-09   1.32561283e-04   1.76832793e-09   5.50256857e-07
    3.37159508e-05   1.97056906e-07]
 [  9.82489837e-06   9.85672951e-01   6.51295471e-04   5.50246984e-03
    8.23991722e-05   2.27354249e-05   4.95136119e-05   6.47281809e-03
    9.06142581e-04   6.29923074e-04]
 [  3.45528679e-06   4.68675626e-06   5.38222957e-06   5.91897078e-05
    9.96596754e-01   8.96309721e-05   2.01504663e-05   8.47655872e-04
    1.33632757e-05   2.35975883e-03]
 [  5.93082041e-05   9.52663064e-01   5.98503742e-03   4.31931287e-04
    3.07434930e-05   1.13998925e-04   3.86768878e-02   5.37959495e-05
    1.95851061e-03   2.65316303e-05]
 [  2.41072885e-05   2.34415802e-05   7.74271903e-04   8.42220965e-04
    9.84461844e-01   2.80693755e-04   3.03189008e-04   3.25650180e-04
    4.11509274e-04   1.25531619e-02]
 [  2.51654656e-05   3.16894217e-03   1.05929394e-05   2.11749449e-02
    3.92810162e-03   1.72847998e-04   1.66607174e-06   1.84466988e-01
    3.51904251e-04   7.86698878e-01]
 [  2.03811112e-07   2.91021406e-05   9.99836445e-01   7.61055489e-05
    9.19337526e-06   3.01111491e-08   4.54626861e-05   9.80126515e-07
    2.35595508e-06   1.02058195e-07]
 [  4.45005071e-07   3.15375496e-06   1.12073417e-06   2.40540635e-06
    9.97606397e-01   5.90094805e-06   8.01155111e-05   2.78766693e-05
    3.01723521e-05   2.24236678e-03]
 [  1.84536184e-05   3.55823501e-03   5.47080301e-04   3.46622488e-04
    8.91172051e-01   3.66292149e-03   9.05887336e-02   4.17222873e-05
    2.79862410e-03   7.26559525e-03]
 [  9.99840379e-01   1.54312049e-10   1.10861993e-05   9.45900611e-05
    1.05909606e-07   8.73134195e-06   2.12447389e-06   5.96486325e-06
    1.28235058e-06   3.56496203e-05]
 [  1.57275514e-04   7.33763300e-05   1.14483249e-04   9.25260014e-04
    6.90986887e-02   1.63009996e-03   5.26757249e-05   1.20827891e-01
    1.21551761e-02   7.94965029e-01]
 [  3.01367487e-03   9.06636997e-05   1.46232708e-03   2.00756229e-04
    1.26556936e-03   1.47729309e-03   9.91090655e-01   2.33618471e-06
    1.34962972e-03   4.71772182e-05]
 [  9.99551117e-01   7.70990294e-09   7.99583577e-05   2.85222395e-05
    1.93286827e-08   1.53904024e-04   3.44164647e-07   4.59063267e-05
    1.27091735e-05   1.27530235e-04]
 [  1.58152161e-05   1.64919220e-06   7.50789710e-04   5.94655226e-04
    8.42220262e-02   4.61427320e-04   6.68308712e-05   3.82197555e-03
    2.98591709e-04   9.09766257e-01]
 [  2.69080076e-04   4.74146046e-02   8.93528922e-04   6.76768646e-03
    6.16431423e-02   7.09978631e-03   1.12349086e-03   1.39664290e-02
    6.27811477e-02   7.98041165e-01]
 [  3.75126388e-06   2.68273709e-07   2.56694011e-06   2.26292959e-05
    3.17670469e-06   9.40759946e-06   1.73877168e-09   9.99705374e-01
    4.75987963e-06   2.48036842e-04]
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    6.84430051e-05   1.00009437e-07]
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    1.15183601e-03   9.55432267e-09]
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    7.95045614e-01   1.20180484e-04]
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    3.25998350e-04   1.46179198e-04]
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    9.87438543e-05   4.93018451e-05   7.29348685e-05   3.32834927e-04
    6.44508284e-04   1.32866917e-04]
 [  1.94185134e-07   2.43803629e-06   2.47742773e-05   2.89905554e-04
    5.26508295e-08   1.96603378e-06   4.45270820e-10   9.99230385e-01
    2.92764635e-05   4.20929631e-04]
 [  1.43719616e-03   2.28705426e-06   8.24121234e-05   4.34414105e-04
    1.41905039e-03   7.72861647e-04   8.64194317e-06   2.68124975e-02
    6.06715737e-04   9.68423903e-01]
 [  1.21106932e-04   9.84137177e-01   2.31641415e-03   2.19288142e-03
    2.62941350e-04   1.03043870e-03   1.69286947e-03   2.88418232e-04
    7.71034323e-03   2.47401651e-04]
 [  1.01057661e-03   1.25073289e-04   1.27941603e-03   9.55643412e-03
    4.62357893e-05   6.88691507e-04   9.10141898e-05   8.77540806e-05
    9.86014605e-01   1.10013981e-03]
 [  9.99877810e-01   1.47047186e-12   3.92099906e-07   1.32017965e-06
    1.65838616e-13   1.16190880e-04   5.33771694e-09   4.18331229e-06
    1.27647766e-07   6.40623821e-09]
 [  9.76440671e-04   7.19101649e-07   4.98968526e-04   8.67773816e-02
    5.18874549e-05   8.68577003e-01   1.50675012e-03   3.13983469e-06
    4.11390997e-02   4.68744198e-04]
 [  2.74917167e-02   2.18534592e-06   6.42895684e-05   6.00469578e-03
    5.93141876e-02   1.01115853e-02   2.88225914e-04   1.91416577e-01
    6.87380205e-04   7.04619169e-01]]
INFO:tensorflow:global_step/sec: 160.453
INFO:tensorflow:loss = 0.343151, step = 8701
INFO:tensorflow:probabilities = [[  3.43301421e-04   3.08581402e-05   1.42412930e-04   4.16916388e-04
    1.99293345e-02   6.15575444e-03   1.66437414e-04   6.91589527e-03
    3.98391411e-02   9.26060021e-01]
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    2.82486726e-04   1.51891708e-02]
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    9.75754380e-01   1.15072271e-02]
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 [  1.66579834e-04   1.53746048e-04   3.49366193e-04   3.09223135e-04
    3.10807700e-05   1.59806502e-03   1.11811983e-06   1.49475867e-02
    9.21650231e-01   6.07929602e-02]
 [  2.21116056e-06   3.04143527e-03   3.93137056e-03   9.83796895e-01
    3.62067251e-04   6.16264064e-03   2.10758953e-04   1.86915640e-05
    2.45253206e-03   2.15321488e-05]
 [  4.93356120e-03   4.45870319e-06   9.90993679e-01   4.67462902e-04
    8.20995410e-05   2.66479728e-05   3.29378003e-04   1.04892964e-03
    7.35600828e-04   1.37810840e-03]
 [  9.80071127e-01   2.60715333e-05   1.26060483e-03   7.87063222e-03
    2.61031291e-05   4.64956451e-04   5.12950029e-03   1.23135536e-03
    2.25823116e-03   1.66153896e-03]
 [  2.23868468e-04   8.64315927e-02   5.46202390e-03   1.49679452e-03
    2.19142064e-03   6.21762220e-03   8.66211772e-01   6.29732040e-06
    3.16290446e-02   1.29549546e-04]
 [  3.72655421e-07   5.92534910e-09   1.43784831e-07   2.82094419e-08
    9.99827206e-01   9.32782859e-06   1.62304586e-05   1.53862384e-05
    3.08673079e-05   1.00506593e-04]
 [  1.45150407e-05   2.93687081e-05   5.78701380e-04   3.38495476e-04
    9.79122341e-01   7.24255457e-04   7.66529818e-04   7.85485434e-04
    7.73676438e-04   1.68667194e-02]
 [  5.26009535e-04   2.30425154e-03   4.99966647e-03   4.71135706e-01
    7.34149626e-06   2.45240442e-02   2.52889163e-06   4.15684432e-01
    7.35183582e-02   7.29768351e-03]
 [  8.35511237e-02   4.14454658e-03   2.73528118e-02   4.62229922e-03
    8.68261233e-02   6.90268651e-02   7.56842196e-02   3.24037150e-02
    1.75628543e-01   4.40759718e-01]
 [  3.51182721e-03   7.73428765e-04   1.00816367e-03   1.19022481e-01
    3.87702184e-03   3.62698644e-01   1.64542105e-02   1.73420645e-04
    4.90965784e-01   1.51490234e-03]
 [  3.27802218e-06   5.77133005e-06   3.13298311e-04   2.73717358e-03
    7.10774520e-06   2.41973624e-03   1.04467226e-05   4.22265339e-06
    9.94458199e-01   4.07644766e-05]
 [  7.31606124e-05   5.11321425e-03   1.34015153e-03   7.40066729e-03
    1.57886680e-04   2.87937612e-04   2.56849626e-06   9.63755071e-01
    1.35839572e-02   8.28537159e-03]
 [  2.74256599e-05   1.15914783e-03   1.41483045e-03   2.08995029e-01
    2.37787142e-04   2.11978913e-04   9.06270202e-07   7.73603320e-01
    9.40687896e-04   1.34088760e-02]
 [  2.07723584e-03   3.45128647e-04   4.73406957e-03   7.96912909e-02
    3.34369368e-04   6.56896010e-02   8.71242769e-03   4.63938159e-05
    8.32666516e-01   5.70293609e-03]
 [  4.79794508e-05   1.47448969e-04   1.20290054e-03   2.95695172e-05
    9.86621261e-01   2.61759618e-03   6.31766999e-03   2.44567462e-04
    1.89794367e-03   8.73020268e-04]
 [  1.71037114e-04   9.55279451e-04   2.11882914e-04   9.30116773e-01
    1.79319716e-06   5.42873852e-02   7.10652557e-06   1.32914202e-03
    9.23704449e-03   3.68263340e-03]
 [  2.75489674e-06   1.88078106e-04   1.71332009e-04   4.30409564e-04
    9.50338006e-01   1.68091239e-04   2.07321224e-04   2.11524210e-04
    4.92907770e-04   4.77895252e-02]
 [  1.11726462e-03   1.63219846e-03   8.66943412e-03   8.78262639e-01
    4.57993447e-05   3.85722443e-02   2.80078766e-05   6.32043346e-04
    5.90671934e-02   1.19731110e-02]
 [  2.25694621e-05   1.48008170e-03   4.16348194e-04   2.10521673e-03
    8.86724411e-06   4.05370265e-05   3.28389689e-07   9.91331577e-01
    5.01862785e-04   4.09249263e-03]
 [  3.76479281e-03   1.06835784e-02   3.12422169e-03   5.31482995e-01
    2.64468021e-03   2.08008751e-01   1.02088763e-03   1.17660370e-02
    8.20119753e-02   1.45492092e-01]
 [  3.47492205e-05   2.54950846e-05   7.75713532e-04   2.34197709e-04
    8.51638266e-04   3.01969107e-02   3.60586355e-03   2.78060179e-06
    9.64124680e-01   1.47971281e-04]
 [  2.84702447e-03   4.32788348e-03   1.18748423e-04   1.87738298e-03
    7.98341781e-02   5.48662961e-01   4.78895177e-04   4.31172773e-02
    6.42665848e-02   2.54469007e-01]
 [  9.85866606e-01   5.75934962e-07   7.48224149e-04   9.86175425e-03
    2.72858028e-06   3.08941281e-03   3.11782096e-05   1.74754925e-04
    5.88454277e-05   1.65993581e-04]
 [  9.95851874e-01   8.57809141e-07   5.17447770e-05   1.69034407e-04
    1.11149643e-06   3.05887265e-03   5.39596775e-04   1.00074667e-05
    2.27003606e-04   9.00073574e-05]
 [  1.34981783e-05   6.96778261e-06   7.58003953e-05   3.02729745e-06
    2.98657641e-03   1.34545844e-05   9.96823311e-01   2.19990784e-06
    3.93440860e-05   3.57781610e-05]
 [  1.36914309e-02   2.31287908e-02   1.10152319e-01   7.26965368e-02
    1.12265965e-03   2.79474482e-02   5.99379353e-02   2.81075372e-05
    6.90979123e-01   3.15611775e-04]
 [  7.92107021e-05   1.26195464e-05   1.31988618e-05   1.61596518e-02
    5.89250261e-03   2.25992817e-02   1.07578853e-05   9.37287092e-01
    4.05779155e-03   1.38878850e-02]
 [  2.59557826e-04   8.54608059e-01   9.99293756e-03   7.10468441e-02
    6.18479913e-04   7.17611460e-04   4.05663595e-04   4.70841527e-02
    5.32131363e-03   9.94520634e-03]
 [  9.30480297e-08   1.88920876e-06   3.32049331e-06   2.28027820e-05
    1.08897517e-07   2.52082759e-06   7.61528229e-10   9.97952938e-01
    3.97166477e-05   1.97661482e-03]
 [  2.72003724e-03   1.82715373e-03   8.95949826e-03   6.85813904e-01
    1.39668654e-03   9.85600352e-02   3.18989460e-03   8.46845622e-04
    1.76299319e-01   2.03865599e-02]
 [  4.35644251e-05   9.30660735e-06   3.21336696e-03   3.32983313e-06
    2.81330221e-03   9.09220398e-05   9.93781030e-01   1.10469491e-05
    1.39230042e-05   2.01550611e-05]
 [  3.57009412e-05   1.27060753e-08   1.30079502e-06   4.00488170e-06
    5.62852756e-06   1.63441860e-06   8.91526852e-09   9.88314867e-01
    7.19737045e-06   1.16296681e-02]
 [  5.90895761e-05   7.18260926e-05   9.00172745e-05   2.55841878e-03
    4.27768715e-02   1.29184534e-03   1.98002508e-05   4.45654057e-02
    3.21182515e-03   9.05354857e-01]
 [  2.12679457e-04   1.31145399e-03   6.91321641e-02   3.34026787e-04
    1.20639382e-02   2.16699075e-02   8.89284670e-01   6.32459705e-06
    5.87871438e-03   1.06069048e-04]
 [  8.38321727e-03   1.20844095e-04   9.54139531e-01   1.74881034e-02
    1.06628030e-03   5.42887300e-03   1.08023817e-02   1.11632144e-04
    1.92973379e-03   5.29351761e-04]
 [  2.66751391e-03   3.83853971e-04   9.78598952e-01   2.84805335e-03
    9.78102398e-05   2.22511717e-05   2.05718956e-04   1.02235842e-02
    9.57352400e-04   3.99495522e-03]
 [  5.61362958e-06   4.36914434e-06   3.33861021e-06   9.98848827e-06
    6.27179891e-02   3.70724701e-05   3.52110055e-06   4.05070052e-04
    2.63445894e-03   9.34178591e-01]
 [  1.07157580e-03   7.41223944e-03   5.10703772e-02   1.78470854e-02
    1.39150376e-04   1.19179499e-03   1.26263015e-02   1.07444706e-03
    9.00289655e-01   7.27739837e-03]
 [  1.98761591e-05   9.00388022e-06   6.56765187e-04   2.22336985e-05
    9.86270785e-01   4.09309636e-04   2.70612631e-03   9.15235025e-04
    4.46070131e-04   8.54460802e-03]
 [  1.00602861e-03   1.66452373e-05   2.50149402e-04   9.75934625e-01
    9.46388245e-05   1.85077731e-02   2.46867403e-05   1.40676042e-04
    2.50734086e-03   1.51743833e-03]
 [  8.76419663e-01   5.29228273e-05   1.26894023e-02   7.48036022e-04
    1.40100820e-02   1.53202948e-03   5.38685732e-02   1.17977830e-02
    1.07720215e-02   1.81094185e-02]
 [  5.14225612e-05   3.11004042e-05   3.09342664e-04   9.73874688e-01
    1.90174575e-07   2.51694415e-02   8.65284449e-07   5.95000529e-06
    5.35560073e-04   2.14944557e-05]
 [  8.65700021e-02   2.52445713e-02   3.03976554e-02   1.77199151e-02
    6.88384054e-03   5.33539891e-01   3.33302841e-02   1.03477463e-01
    1.47979394e-01   1.48569001e-02]
 [  1.17488883e-01   2.47208489e-04   3.72134358e-01   5.99326529e-02
    1.80415303e-01   5.53041277e-03   3.31592113e-02   2.90803448e-03
    7.54704606e-03   2.20637009e-01]
 [  2.80590206e-02   2.94674976e-07   2.63200086e-02   3.09247756e-04
    4.16668737e-03   8.43611022e-04   4.45534068e-04   2.28657198e-04
    2.44113971e-02   9.15215611e-01]
 [  2.02801661e-04   9.91480589e-01   5.10410056e-04   1.57703980e-04
    1.31632842e-04   8.44549650e-05   1.48747815e-03   8.00689450e-05
    5.79580478e-03   6.91462265e-05]
 [  9.37500954e-06   2.15537846e-04   8.29377910e-04   5.63719623e-05
    8.40598997e-03   2.56472704e-05   9.90032792e-01   2.00840918e-06
    2.68660282e-04   1.54352936e-04]
 [  1.58256080e-04   8.92899465e-03   2.78730004e-05   1.73968682e-03
    2.40500737e-03   7.98786583e-04   9.12743235e-06   3.53950381e-01
    1.55316188e-03   6.30428731e-01]
 [  2.27559508e-06   4.11159874e-07   4.89517731e-07   1.31523684e-05
    2.05309766e-06   5.19474852e-05   3.18462323e-09   9.98039305e-01
    2.15130763e-06   1.88822416e-03]
 [  1.40180862e-06   4.05589944e-08   1.08618167e-06   1.99458619e-08
    9.99698281e-01   5.98882325e-05   3.80979850e-06   1.64109806e-04
    5.91260550e-06   6.54629039e-05]
 [  1.06949934e-04   3.42384726e-01   1.68638509e-02   2.52469480e-01
    1.60870561e-03   7.89571553e-03   2.00741878e-03   3.93559167e-04
    3.70231062e-01   6.03855867e-03]
 [  7.10247405e-05   9.83481348e-01   3.76090081e-03   1.39678724e-03
    1.14815361e-04   4.25699196e-04   1.46846881e-03   1.26465817e-03
    7.83432834e-03   1.81903437e-04]
 [  1.53956382e-04   7.96653876e-06   2.49536151e-05   1.59475692e-02
    5.43757062e-03   2.03830563e-02   3.87304935e-05   3.32336547e-03
    1.16947049e-03   9.53513324e-01]
 [  1.47795645e-05   4.85704659e-04   6.33341493e-04   9.95980501e-01
    2.13099997e-06   2.17929692e-03   4.68484131e-06   1.33438352e-05
    6.83204329e-04   3.04133528e-06]
 [  5.86823205e-07   6.63285755e-05   9.98950481e-01   8.30530538e-04
    4.83383815e-07   2.07430139e-06   3.97351556e-07   5.36043881e-05
    8.58855783e-05   9.75361672e-06]
 [  1.88529157e-04   1.78986654e-01   1.22658620e-02   3.22280936e-02
    4.10637440e-05   2.04526656e-03   1.49402740e-06   3.30625057e-01
    3.75577927e-01   6.80400878e-02]
 [  2.71847501e-04   7.44159683e-04   1.81281641e-02   2.89634485e-02
    1.61119096e-03   8.97701144e-01   1.81004647e-02   5.24463714e-04
    3.27923670e-02   1.16264413e-03]
 [  9.30611423e-05   9.82809246e-01   3.00411345e-03   4.57508117e-03
    2.27506447e-04   1.86914206e-03   4.95453365e-03   2.39065877e-04
    2.00360804e-03   2.24560179e-04]
 [  3.47034688e-06   2.84227070e-07   4.38048737e-04   3.40542720e-05
    3.80317906e-05   1.18174001e-04   9.99248445e-01   3.05639162e-07
    1.17863237e-04   1.29365492e-06]
 [  9.94621277e-01   5.03025344e-10   1.44976480e-06   9.60200578e-06
    2.61401634e-09   5.14230039e-03   2.04137473e-06   8.25533334e-06
    2.14908432e-04   1.45615886e-07]
 [  2.28126264e-05   1.48496824e-07   4.08829452e-04   1.91132486e-07
    4.87949656e-05   6.36670447e-05   9.99429643e-01   3.57444137e-08
    2.30264595e-05   2.85892042e-06]
 [  4.14862589e-04   9.83529091e-01   2.14220490e-03   2.50789244e-03
    1.24988565e-03   2.56157771e-04   5.89815783e-04   2.73160567e-03
    6.09573070e-03   4.82861797e-04]]
INFO:tensorflow:probabilities = [[  9.91940975e-01   1.92508423e-07   7.28697414e-05   4.14171809e-05
    2.89610580e-06   6.19793963e-03   2.73922837e-04   1.44139619e-03
    1.15972225e-05   1.68715906e-05]
 [  1.33277455e-04   9.70481295e-08   3.09782695e-06   8.10903839e-06
    2.94801284e-05   3.07842965e-05   1.19997864e-07   9.92817163e-01
    2.06998404e-04   6.77082455e-03]
 [  1.92310566e-07   3.99739051e-08   8.85357849e-07   2.64993723e-04
    3.27601946e-08   2.80394079e-06   5.29143673e-10   9.99659657e-01
    1.69571854e-06   6.97519499e-05]
 [  1.17773241e-04   9.52214805e-08   2.51571436e-07   8.57047417e-05
    3.99186567e-04   9.96430695e-01   1.13071894e-06   2.62831472e-05
    1.21416655e-04   2.81742355e-03]
 [  2.61560024e-04   1.57609593e-05   1.03100878e-03   2.02980195e-03
    3.65652086e-05   2.43235947e-04   1.05133695e-05   2.16310873e-04
    9.87175167e-01   8.98005534e-03]
 [  3.84503801e-05   9.87717867e-01   1.09724759e-03   2.57528038e-04
    2.85173519e-05   7.40090982e-05   2.94051570e-04   9.58074088e-05
    1.03042712e-02   9.21420142e-05]
 [  2.53555202e-03   2.66289879e-09   9.70203746e-06   1.01739233e-05
    3.84022627e-08   4.02352307e-05   3.84513719e-08   9.97074723e-01
    2.43803947e-06   3.26960260e-04]
 [  5.07313351e-04   3.31382180e-04   3.82563332e-03   2.85570277e-03
    5.24691386e-05   1.83443294e-03   1.14581271e-04   1.91224040e-04
    9.89409924e-01   8.77416576e-04]
 [  1.40695425e-04   2.70259799e-04   2.11316952e-03   1.84857240e-03
    6.75084710e-01   7.63789099e-03   4.43626288e-03   1.31862226e-03
    5.82725508e-03   3.01322639e-01]
 [  1.35411974e-05   9.86061990e-01   8.55610881e-04   8.50852765e-03
    1.50205276e-04   1.78576229e-04   6.55293989e-05   1.89355738e-03
    1.79489783e-03   4.77503228e-04]
 [  4.48908904e-05   2.98561063e-04   5.03721880e-03   2.02023727e-03
    3.27188611e-01   2.16284744e-03   1.24909601e-03   5.22525108e-04
    3.01624797e-02   6.31313443e-01]
 [  1.69419454e-05   9.95736361e-01   2.84697366e-04   2.61544529e-03
    5.07892728e-05   7.59327304e-05   1.53987639e-04   5.72982863e-05
    9.93184047e-04   1.53636538e-05]
 [  6.73486065e-05   9.92635906e-01   3.38179013e-03   6.49505295e-04
    2.77631450e-04   7.43366909e-05   2.40333233e-04   8.44077207e-04
    1.62898714e-03   2.00244860e-04]
 [  1.70693893e-05   8.95780540e-05   4.20624012e-04   6.32370848e-06
    3.05187423e-04   4.08142332e-05   9.99036312e-01   5.28871965e-07
    8.07650358e-05   2.89630930e-06]
 [  3.89709516e-04   2.41910979e-01   4.41122893e-03   3.81720625e-02
    9.78421047e-03   2.83555705e-02   1.53080793e-03   1.55978010e-03
    6.08683467e-01   6.52022585e-02]
 [  1.01406425e-01   3.26347793e-03   1.86000485e-03   5.41663840e-02
    1.30964980e-01   2.34953448e-01   4.84652072e-02   3.15660626e-01
    4.44001667e-02   6.48592561e-02]
 [  7.74333785e-06   6.80059846e-03   4.85980976e-03   8.33649114e-02
    2.10814105e-04   2.23381925e-04   1.60003697e-06   8.86472344e-01
    4.71058302e-03   1.33481668e-02]
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    2.22836323e-02   9.12984133e-01]
 [  9.99982357e-01   5.61373135e-11   7.66893180e-08   2.13117914e-07
    1.68722106e-10   1.67461276e-05   2.31533321e-07   1.38695864e-08
    3.53237454e-07   3.22949063e-08]
 [  9.03415263e-01   3.52738562e-06   3.92304221e-03   9.63060811e-05
    4.93222979e-05   8.75270665e-02   4.11854172e-03   1.16458148e-04
    1.19473581e-04   6.31175761e-04]
 [  3.64625544e-06   1.61451724e-04   9.98578906e-01   1.18680391e-03
    7.25479177e-10   4.82481994e-07   4.62707675e-07   3.53372502e-06
    6.46252083e-05   1.72214403e-08]]
INFO:tensorflow:global_step/sec: 157.947
INFO:tensorflow:loss = 0.193843, step = 8801
INFO:tensorflow:probabilities = [[  3.48537083e-06   1.41018874e-03   1.89023896e-03   9.95251894e-01
    8.12934672e-07   7.95991451e-04   9.00178236e-07   1.19452925e-05
    6.15526747e-04   1.90241171e-05]
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    1.51263308e-02   6.49958253e-01   5.12650721e-02   1.27391182e-02
    1.79704130e-01   9.76104010e-03]
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    7.57092386e-02   8.50913048e-01]
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    7.29318563e-05   1.84103726e-06]
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    2.05722102e-03   5.34400227e-04]
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    3.96602009e-05   7.09940796e-04]
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    1.20896427e-03   1.17828965e-03]
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    9.68168199e-01   1.30055752e-03]
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    1.31642760e-03   2.37535525e-04]
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    9.25071145e-05   1.42706791e-03]
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    2.11185701e-02   2.62677902e-04]
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    1.21728156e-03   1.22410563e-06]
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    5.72669916e-02   4.25198227e-01]
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    3.77381250e-04   1.98140219e-01   6.47866109e-04   4.96640510e-04
    3.03615760e-02   3.16459802e-03]
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    9.79167581e-01   3.28717928e-04]
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    1.19112809e-08   4.62537500e-05]
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    7.94037478e-05   6.90633624e-06]
 [  7.82297924e-04   9.68538940e-01   9.96940583e-03   4.08811495e-03
    2.34665189e-04   3.29898990e-04   2.35764915e-03   1.50968204e-03
    1.18983062e-02   2.91056582e-04]
 [  1.89139246e-04   9.86032426e-01   5.21923322e-03   1.19827490e-03
    9.54823918e-04   1.00514633e-04   7.42707925e-04   3.08360020e-03
    2.11664988e-03   3.62649182e-04]
 [  1.17317097e-04   3.60275432e-03   3.07410926e-04   8.43812805e-03
    5.05880356e-01   2.52290424e-02   3.07951891e-03   5.34952618e-04
    6.37722528e-03   4.46433336e-01]
 [  5.97781991e-06   1.21742967e-04   1.78419388e-04   9.96439397e-01
    1.24426620e-07   3.15310480e-03   1.67566509e-06   2.41614580e-05
    7.43767669e-05   1.01731200e-06]
 [  5.17593231e-04   2.27554847e-06   2.15946220e-05   1.04517967e-04
    1.72005349e-03   2.96786486e-04   4.44522982e-07   7.00318694e-01
    8.72686796e-05   2.96930760e-01]
 [  1.42579243e-04   9.85369115e-05   7.03433380e-02   1.36357860e-03
    7.06129611e-01   9.74818366e-04   1.62106622e-02   1.16922222e-02
    7.18570128e-03   1.85858920e-01]
 [  1.88749573e-06   2.78640050e-06   1.41986136e-04   9.99129832e-01
    5.01625038e-07   6.33354415e-04   4.36874075e-08   2.81134277e-07
    5.38840977e-05   3.56080818e-05]
 [  1.83179334e-03   3.01486438e-07   1.95218058e-06   3.69477784e-03
    1.48643649e-05   6.30456256e-03   1.95445500e-06   9.85671639e-01
    2.36001753e-04   2.24202429e-03]
 [  1.29914828e-04   3.06623266e-03   1.88949794e-04   6.30213646e-03
    4.13990999e-03   1.44449016e-03   5.74875558e-05   2.42173560e-02
    9.33066756e-03   9.51122880e-01]
 [  2.42640734e-01   4.53641815e-06   8.85753632e-02   1.41751720e-03
    7.13442415e-02   6.57067122e-03   7.27216154e-03   6.54687881e-02
    2.22071679e-03   5.14485240e-01]
 [  5.58200703e-08   4.29869418e-10   3.39462076e-08   1.19702008e-05
    2.53095269e-08   1.03855621e-06   1.56290779e-11   9.99808848e-01
    2.06608263e-07   1.77801921e-04]
 [  7.44601595e-04   3.22692395e-05   4.45583137e-05   2.38018038e-04
    2.07820907e-03   1.07703119e-04   3.50683217e-06   2.50090118e-02
    2.88114580e-03   9.68861043e-01]
 [  9.99723494e-01   1.20107302e-09   2.40758764e-05   2.40461508e-04
    2.04100625e-09   3.01428850e-06   4.49731317e-07   5.31164505e-06
    1.33410833e-06   1.79227266e-06]
 [  2.28783534e-07   2.25896102e-09   2.63679283e-07   6.72849367e-08
    9.97986555e-01   1.10846611e-06   1.71129195e-05   3.10687639e-04
    1.51298909e-05   1.66888465e-03]
 [  1.52284974e-05   1.21042490e-06   1.03406596e-03   1.46527658e-04
    1.60097920e-06   1.91709201e-04   3.01377640e-05   1.69179873e-06
    9.98576522e-01   1.26120085e-06]
 [  7.04828417e-05   5.64908689e-08   4.03087295e-04   7.55931433e-06
    7.77227106e-04   4.80687850e-05   3.15181126e-07   2.14686082e-03
    1.16923678e-04   9.96429384e-01]
 [  4.72944416e-03   1.07474785e-04   2.57578999e-04   1.01361237e-02
    6.25808316e-04   9.62104261e-01   2.74002575e-03   1.55737707e-05
    1.60032716e-02   3.28042940e-03]
 [  2.43794675e-05   4.95575368e-04   7.32109183e-03   7.09327981e-02
    4.97269817e-02   8.47685695e-01   1.52384466e-03   1.07148045e-03
    2.00342201e-02   1.18391996e-03]
 [  9.98065054e-01   1.67731204e-10   6.21643130e-06   3.18683560e-05
    4.51368010e-07   1.24832510e-03   5.56993973e-06   3.86805823e-06
    5.32109931e-04   1.06432897e-04]
 [  2.67817476e-03   3.06804402e-04   1.07249396e-03   1.76054030e-03
    2.33768133e-05   2.41804379e-03   6.73480190e-06   1.33758895e-02
    9.70278323e-01   8.07959028e-03]
 [  2.60814686e-05   3.50881862e-07   1.37563286e-04   1.27794337e-04
    9.43418682e-01   2.57915053e-05   6.22711814e-05   4.28950327e-04
    8.46171970e-05   5.56879304e-02]
 [  9.99503493e-01   2.42831111e-09   1.25487219e-04   1.04004330e-05
    4.87928853e-09   3.46939400e-04   3.93037362e-06   4.12502402e-07
    4.78744641e-06   4.59844750e-06]
 [  2.12617073e-04   6.83680534e-01   2.13636402e-02   2.91957334e-03
    2.02188402e-01   3.82797443e-03   5.38871884e-02   2.91049108e-03
    1.43060777e-02   1.47034097e-02]
 [  8.19454726e-05   9.71490317e-06   4.22902260e-04   3.05758767e-05
    1.51400268e-03   9.52924966e-05   9.97156143e-01   5.31572823e-06
    6.62346312e-04   2.17736906e-05]
 [  9.99479234e-01   5.28083577e-09   3.93036811e-04   6.65136895e-06
    5.07700008e-07   7.62998170e-05   2.92724981e-05   4.97860538e-06
    4.07160769e-06   5.98503038e-06]]
INFO:tensorflow:probabilities = [[  7.22932455e-05   8.12571852e-06   1.04412739e-03   4.98522888e-04
    2.59949174e-02   2.33313171e-04   6.46612025e-05   1.72619335e-03
    3.08895251e-03   9.67268944e-01]
 [  1.68707393e-05   1.48490088e-07   5.34787905e-05   1.60165568e-04
    7.74774492e-07   1.91914132e-05   3.16926885e-09   9.96209860e-01
    1.67972576e-05   3.52286501e-03]
 [  2.31781883e-06   1.15468737e-07   6.17345086e-06   1.60756997e-06
    9.98198330e-01   9.42021943e-05   3.34102697e-05   1.62611868e-05
    2.00771647e-05   1.62741414e-03]
 [  1.26872933e-03   5.52932397e-05   7.05261854e-03   1.63373334e-04
    3.27638984e-01   6.69248286e-04   1.18425395e-03   4.66043353e-02
    2.47554965e-02   5.90607643e-01]
 [  1.05814186e-04   3.31895499e-05   3.40207451e-04   2.55890563e-03
    3.78448476e-07   1.11157284e-03   2.26319753e-06   2.35490916e-06
    9.95820999e-01   2.43507966e-05]
 [  9.98593152e-01   6.96101836e-07   3.92504699e-05   1.88721984e-04
    2.54306292e-06   2.50017416e-04   5.30857826e-04   1.23875884e-06
    3.84715182e-04   8.90549836e-06]
 [  3.77439399e-04   1.25027884e-06   8.25445750e-05   5.27051103e-04
    1.07450364e-02   5.34553360e-03   1.51627362e-04   4.05566208e-02
    5.01390249e-02   8.92073929e-01]
 [  3.47420355e-05   9.95209515e-01   4.25696722e-04   4.56738140e-04
    6.14617165e-05   1.50879408e-04   1.12017663e-03   2.72934703e-04
    2.19996157e-03   6.78789656e-05]
 [  6.32882859e-07   8.67443273e-09   1.12624648e-05   2.65916231e-08
    9.99739945e-01   4.37867266e-06   2.24841730e-04   1.04949777e-05
    1.45685772e-06   6.94656819e-06]
 [  8.28033662e-05   7.46817896e-05   3.77384771e-04   4.39642509e-03
    3.05926483e-06   1.07110466e-03   1.56756010e-04   3.45222503e-07
    9.93768454e-01   6.91237292e-05]
 [  3.95651994e-04   9.66335416e-01   7.39967357e-03   9.83071048e-04
    1.47561939e-03   1.11293537e-03   5.84343856e-04   2.90560606e-03
    1.87592413e-02   4.84283337e-05]
 [  7.65903023e-05   3.78202567e-05   4.41857381e-04   2.92818667e-03
    4.24413884e-07   1.57264259e-03   6.84667270e-07   5.10492691e-06
    9.94902492e-01   3.41568739e-05]
 [  8.86084017e-05   1.77779744e-04   1.21461553e-05   1.19137892e-03
    2.61876266e-02   1.73997344e-03   1.58374496e-05   7.72921555e-03
    3.40873050e-03   9.59448755e-01]
 [  2.29069574e-05   4.18496926e-09   1.71914132e-06   3.08960225e-05
    3.23324194e-08   1.20175406e-04   1.80238668e-08   4.83725717e-06
    9.99249518e-01   5.69828611e-04]
 [  2.64854258e-04   9.95455543e-04   3.93373426e-03   1.26442208e-03
    4.21930254e-02   3.01559712e-03   9.42774236e-01   5.97922713e-04
    4.13034577e-03   8.30476347e-04]
 [  2.68647826e-04   9.91407931e-01   1.22304377e-03   1.02504157e-03
    2.02459836e-04   5.20888017e-04   8.47777701e-05   1.58973178e-03
    2.96787382e-03   7.09741493e-04]
 [  7.99921545e-05   9.46262036e-04   9.75719869e-01   5.73917245e-03
    1.06794314e-05   2.85411261e-05   8.89753646e-05   1.99687838e-05
    1.73162948e-02   5.02336516e-05]
 [  5.74927035e-05   9.88454819e-01   4.96170018e-04   1.91923545e-03
    8.99468840e-04   7.38264935e-04   3.05974437e-03   3.01231019e-04
    3.88185889e-03   1.91686573e-04]
 [  2.01685441e-04   2.94122758e-04   1.53421029e-03   3.26031190e-03
    8.43644798e-01   2.28702300e-03   4.70161252e-03   7.19874427e-02
    7.08373263e-03   6.50050715e-02]
 [  9.30487923e-03   1.11401656e-04   9.16371646e-04   2.78568565e-04
    2.54213102e-02   7.22535420e-03   2.01990712e-04   4.34039205e-01
    3.94063396e-03   5.18560231e-01]
 [  2.36891665e-05   4.65227407e-04   9.94443119e-01   4.84517403e-03
    5.35848903e-06   9.07710091e-06   4.45241894e-05   3.62428659e-06
    1.54157533e-04   6.00636486e-06]
 [  5.78357958e-06   4.78386937e-05   9.07932408e-05   9.98094499e-01
    5.58819941e-08   1.13969378e-03   1.38608215e-07   2.77753134e-04
    2.97298364e-04   4.61508171e-05]
 [  3.85769034e-08   2.40247118e-06   9.99801457e-01   1.70380707e-04
    3.08194188e-07   3.55959600e-08   5.81523136e-06   6.67328193e-10
    1.95927805e-05   2.56955857e-09]
 [  8.34907041e-05   6.05396690e-06   6.33188538e-05   7.22816156e-04
    2.74807494e-02   7.01042940e-04   4.80416202e-05   2.64764461e-03
    5.36094885e-03   9.62885916e-01]
 [  1.35901580e-02   9.77720338e-05   9.09028530e-01   5.09030558e-03
    1.42077580e-02   1.98989734e-03   2.15992704e-02   2.38152184e-02
    5.93346369e-04   9.98770911e-03]
 [  9.93581772e-01   3.59326680e-09   8.50451324e-05   2.76243609e-05
    3.70947433e-08   5.54511603e-03   6.43091334e-04   1.04246517e-07
    1.17171934e-04   2.46827199e-07]
 [  1.42475574e-06   2.81220878e-06   1.09828822e-03   8.14442956e-06
    5.99216786e-04   5.68969081e-05   9.98137832e-01   4.43451313e-07
    9.38999583e-05   9.15136752e-07]
 [  3.53065727e-04   9.54476930e-03   2.15080241e-03   8.48623808e-04
    6.20062870e-04   2.82757427e-03   9.77847338e-01   9.87887324e-06
    5.75337326e-03   4.45692713e-05]
 [  6.16587736e-02   2.24249402e-06   1.84688512e-02   1.95073328e-04
    2.52574659e-03   1.09716819e-03   9.11272407e-01   1.64974059e-04
    2.85964063e-03   1.75501965e-03]
 [  3.90996429e-04   3.58524686e-03   9.68263268e-01   2.51973118e-03
    1.98860862e-03   1.49373675e-03   1.83605328e-02   4.01239813e-04
    2.95696827e-03   3.97235708e-05]
 [  5.96890575e-04   1.87995157e-03   2.55279299e-02   2.82561150e-03
    8.36123109e-01   7.13955145e-03   2.42724717e-02   4.45814943e-03
    2.58562509e-02   7.13202357e-02]
 [  9.41581820e-05   7.96110835e-05   1.24280993e-03   3.70795210e-03
    2.70797070e-02   8.78849416e-04   6.44646352e-05   3.44925709e-02
    3.09214741e-03   9.29267764e-01]
 [  2.49068136e-04   1.08536640e-02   2.26451512e-02   2.04468481e-02
    9.02481191e-03   2.93253281e-04   4.09312051e-05   6.80832088e-01
    3.82068902e-02   2.17407361e-01]
 [  5.74990408e-04   4.93327330e-04   2.70472403e-04   4.46076766e-02
    8.93435790e-04   9.15566921e-01   1.24919519e-03   3.95225070e-05
    2.74588484e-02   8.84564780e-03]
 [  1.75980123e-04   5.91098441e-08   4.88136284e-04   8.63217110e-07
    2.26409120e-05   5.39752327e-05   9.99251783e-01   1.29335632e-07
    5.09781876e-06   1.36031122e-06]
 [  6.77086925e-03   2.83880305e-04   1.53306266e-02   1.40958524e-03
    6.48733974e-01   1.88748678e-03   4.09400556e-03   9.80084110e-03
    1.56294685e-02   2.96059161e-01]
 [  2.74583181e-05   1.88037717e-07   3.97101758e-05   9.99533296e-01
    1.55120468e-08   3.42781801e-04   1.05195556e-06   4.67326714e-07
    5.48597600e-05   1.97372358e-07]
 [  4.05327341e-07   1.23135342e-05   9.99898791e-01   4.37692834e-05
    1.93307415e-06   4.27599929e-08   7.40920632e-06   2.62183590e-07
    3.45381413e-05   6.41788745e-07]
 [  2.99997714e-06   1.93657698e-07   4.69534571e-05   7.49561131e-01
    2.65190783e-06   5.47194034e-02   3.05341160e-07   3.37978781e-06
    1.94985837e-01   6.76999916e-04]
 [  1.04449273e-05   8.92728309e-08   7.24876782e-06   8.69313604e-04
    3.19166205e-08   4.41950069e-05   1.34345413e-09   9.98999774e-01
    5.96896934e-05   9.33738647e-06]
 [  9.78163098e-06   6.10984207e-05   4.55221380e-06   1.79974560e-03
    2.73523461e-02   8.81542393e-04   3.59348132e-06   7.01644167e-04
    1.21496036e-03   9.67970788e-01]
 [  1.04855676e-03   6.14133887e-06   9.92801547e-01   8.05050833e-04
    2.64483460e-05   2.60803008e-05   4.61647566e-03   1.64618450e-06
    5.44002804e-04   1.24088823e-04]
 [  9.81479301e-04   8.41232911e-02   1.17638605e-02   9.87540465e-04
    2.14473461e-03   4.19939542e-03   7.83755630e-02   4.95399407e-04
    8.15990806e-01   9.38038633e-04]
 [  9.75812133e-03   3.71724204e-03   4.88535408e-03   1.70861572e-01
    1.81397991e-04   1.64309163e-02   2.58908211e-03   5.64734655e-05
    7.90344656e-01   1.17514969e-03]
 [  4.61983203e-04   8.22097715e-03   3.79995070e-02   3.28490734e-02
    5.58753591e-03   1.55917071e-02   8.28966324e-04   1.06777167e-02
    6.96067452e-01   1.91715121e-01]
 [  1.20391771e-04   9.65333819e-01   2.08989978e-02   4.78839455e-03
    8.01874266e-04   4.58963972e-04   2.78863037e-04   1.10377802e-03
    5.89031167e-03   3.24726832e-04]
 [  7.71837193e-04   8.65951832e-03   4.45504964e-04   6.23665191e-03
    6.40126091e-05   9.68487322e-01   3.93876340e-04   3.65941291e-04
    1.42909111e-02   2.84293928e-04]
 [  9.96647775e-01   8.63358167e-08   1.81806553e-03   2.00579707e-05
    1.56106989e-06   6.33105519e-04   7.82255724e-04   1.37793304e-05
    7.65718141e-05   6.77804337e-06]
 [  7.76147426e-05   8.32700171e-04   6.56082807e-03   9.40628290e-01
    3.26105452e-04   4.64847200e-02   1.00806693e-03   4.73667489e-04
    3.37946741e-03   2.28598481e-04]
 [  2.43939412e-05   4.24631653e-05   9.81571284e-05   3.00183128e-05
    9.87181544e-01   3.82501195e-04   6.10588235e-04   4.94836876e-03
    9.74543160e-04   5.70749445e-03]
 [  3.33271660e-02   9.79615288e-06   7.91244383e-05   4.01749538e-04
    3.17482278e-03   2.35176198e-02   9.33755457e-01   1.73218359e-06
    5.16353501e-03   5.68873540e-04]
 [  7.12901165e-05   9.89582300e-01   1.24877144e-03   1.51362387e-03
    1.12629175e-04   2.17706722e-04   2.41363712e-04   3.76131758e-03
    2.80646328e-03   4.44597157e-04]
 [  3.63969718e-07   7.29637174e-03   1.07240968e-03   2.90176868e-02
    1.42424851e-05   6.13033626e-05   1.63321900e-07   9.57334578e-01
    1.49452628e-03   3.70835862e-03]
 [  4.91208117e-03   3.85755044e-03   1.26508923e-04   7.28292740e-04
    8.41563378e-05   2.79974759e-01   3.28333728e-04   3.67857720e-04
    7.08548605e-01   1.07189128e-03]
 [  1.28659792e-02   3.47697292e-04   4.30757478e-02   5.12020779e-04
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    1.13111319e-07   1.50162246e-04   2.13546940e-08   2.02215087e-05
    8.24562856e-04   1.64816483e-05]
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    1.74576315e-04   2.06082856e-04   1.84606446e-03   5.90007810e-04
    2.47201696e-03   2.21726848e-04]
 [  4.56119051e-05   2.83584268e-05   9.74237978e-01   1.42762240e-03
    1.28244178e-03   5.49865945e-04   1.23060923e-02   1.10467590e-05
    1.00706052e-02   4.04517814e-05]
 [  1.69020239e-03   1.49051473e-02   3.54243093e-03   1.25217419e-02
    1.40222963e-02   2.59675458e-02   8.27792168e-01   2.71688132e-05
    9.75028500e-02   2.02844478e-03]
 [  7.00472156e-04   4.53801334e-08   1.22598267e-05   2.43178313e-03
    9.85982570e-06   9.90116060e-01   1.84443452e-05   3.64874650e-05
    5.14161866e-03   1.53300108e-03]
 [  3.27251814e-06   7.63847083e-07   3.22571032e-05   4.04358638e-04
    2.28311137e-06   8.24509698e-06   1.59052732e-07   9.99320984e-01
    9.74862178e-06   2.17944340e-04]
 [  4.00131484e-07   2.53842902e-08   1.46862646e-07   4.79194896e-05
    3.24761054e-08   9.99620914e-01   5.79897176e-07   7.56853602e-09
    3.27730231e-04   2.24615019e-06]
 [  1.49460277e-04   2.15457421e-05   1.61271455e-04   1.55505575e-06
    9.93054211e-01   2.78921309e-03   2.98533682e-03   1.21082114e-04
    4.52397333e-04   2.63835362e-04]
 [  1.83915454e-05   9.97289777e-01   6.81592384e-04   1.45367943e-04
    1.32893038e-04   1.92837706e-05   6.97943557e-04   4.23445104e-04
    5.55001956e-04   3.63097352e-05]
 [  2.27476354e-04   8.95324993e-05   1.90355291e-04   3.10538366e-04
    6.99630976e-02   2.25960262e-04   6.95130584e-05   4.04378306e-03
    5.28179109e-03   9.19597924e-01]]
INFO:tensorflow:global_step/sec: 157.573
INFO:tensorflow:loss = 0.232728, step = 8901
INFO:tensorflow:probabilities = [[  6.10826328e-06   6.11708901e-06   1.39463818e-05   2.98065675e-06
    9.95909333e-01   3.49524012e-03   2.96182898e-05   3.51544841e-05
    1.03925318e-04   3.97630560e-04]
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    3.26782884e-03   8.00150519e-05]
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    2.02647076e-04   6.01585816e-06]
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    9.93344665e-01   1.56905531e-04]
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    1.40648390e-05   1.53078872e-05]
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    1.16728444e-03   7.93806394e-04   1.44732068e-04   4.06337378e-04
    9.93235171e-01   1.65849214e-03]
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    9.85148799e-05   2.38489815e-06]
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    3.45211629e-06   3.88419380e-07]
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    1.38430732e-05   1.11908503e-05]
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    6.04463182e-03   9.17876780e-01]
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    1.40375900e-03   3.61528918e-02   8.05863086e-03   8.46501498e-05
    8.92758131e-01   1.74643483e-03]
 [  1.47901519e-04   9.63656306e-01   3.10186134e-03   2.14079581e-02
    6.08781993e-04   1.88814604e-03   8.59001477e-04   1.02573668e-03
    6.36847969e-03   9.35881340e-04]
 [  5.38694439e-03   1.82565415e-07   7.38085946e-05   1.88865159e-02
    1.30862600e-06   5.56215465e-01   1.13963756e-06   1.20446079e-04
    4.18363988e-01   9.50184942e-04]
 [  9.89716887e-01   2.09513530e-07   2.75258026e-05   2.68756470e-04
    4.82553469e-06   6.08289009e-03   1.02072379e-04   3.43526178e-03
    1.59153915e-05   3.45654029e-04]
 [  1.05790550e-05   3.68362665e-03   2.26480048e-03   5.32156169e-01
    2.67325115e-04   4.09943663e-04   2.53724238e-06   4.46754098e-01
    8.09971802e-03   6.35126652e-03]
 [  3.18771672e-05   1.48120137e-06   2.09164165e-04   3.60492777e-06
    9.85898256e-01   9.16269782e-05   5.41980611e-04   4.13605507e-04
    3.44352738e-04   1.24641154e-02]
 [  3.34267752e-05   5.66261065e-07   9.97764230e-01   9.56103497e-04
    2.05770120e-05   6.10504321e-06   3.83060629e-04   5.96327891e-06
    5.24269941e-04   3.05741793e-04]
 [  1.28562024e-05   9.91811135e-07   2.21757114e-06   1.06997228e-04
    7.88323939e-01   1.21775293e-03   4.23212696e-05   1.34965777e-03
    5.91770920e-04   2.08351448e-01]
 [  8.61449905e-07   7.12096225e-05   9.96880889e-01   2.91057443e-03
    1.82493500e-06   2.94419942e-06   1.09137691e-05   8.82714157e-05
    2.64609771e-05   6.02400087e-06]
 [  1.03342085e-04   9.38158393e-01   1.58594623e-02   1.07540386e-02
    2.23545940e-03   7.24715472e-04   2.65933835e-04   1.00854260e-03
    3.08142640e-02   7.57904127e-05]
 [  1.19021743e-05   1.20201688e-02   1.54512629e-04   1.42735671e-02
    1.84207670e-02   1.12013519e-03   2.43552040e-05   7.34819233e-01
    5.68204513e-03   2.13473365e-01]
 [  1.27783307e-04   9.90066648e-01   4.52551385e-03   2.22005416e-03
    7.53599859e-04   1.58071998e-05   2.54054059e-04   7.75870634e-04
    1.09949079e-03   1.60964104e-04]
 [  1.22660946e-04   1.56495240e-04   4.41277080e-05   6.39808713e-04
    7.06755742e-03   5.52669226e-04   4.01389570e-06   1.08035348e-01
    1.65722379e-03   8.81720185e-01]
 [  4.23023151e-03   8.72369469e-07   4.59474651e-03   1.64067442e-05
    1.05303898e-05   1.00852019e-04   9.90922749e-01   2.88294331e-07
    1.10898713e-04   1.23456866e-05]
 [  8.73504086e-06   1.14400393e-06   4.13188673e-06   9.82295896e-05
    3.79176959e-06   3.94626040e-05   4.70652139e-09   9.98147488e-01
    1.95342989e-04   1.50163891e-03]
 [  5.64643822e-04   9.79581714e-01   5.61108720e-03   4.17593447e-03
    1.43310893e-03   6.95305062e-04   6.48715417e-04   2.47324631e-03
    4.58170846e-03   2.34763836e-04]
 [  1.64307312e-05   9.96688783e-01   5.33668906e-04   7.89679762e-04
    2.69712164e-05   3.97915937e-05   3.96126939e-04   6.15953468e-05
    1.42365729e-03   2.33797364e-05]
 [  1.15345940e-02   4.30414693e-05   7.67210382e-04   2.01866985e-03
    5.11970662e-04   9.69093740e-01   4.01422707e-03   2.49387667e-04
    9.41164419e-03   2.35549943e-03]
 [  1.13749178e-04   9.30186559e-07   8.84259716e-05   2.31959377e-04
    2.87034254e-06   5.63636597e-04   7.50589925e-06   1.63271363e-06
    9.98851180e-01   1.38087475e-04]
 [  5.81668883e-06   1.59013827e-04   1.70544237e-01   7.95244753e-01
    3.66915745e-04   2.34430132e-04   5.04862146e-06   2.66299807e-02
    1.79457420e-04   6.63046818e-03]
 [  9.99313354e-01   3.20000892e-09   3.59604601e-05   3.87874297e-06
    9.26124599e-09   3.90019792e-04   2.56484491e-04   1.03601266e-07
    9.51783719e-08   3.47055220e-08]
 [  1.58743685e-04   9.90893960e-01   3.40174860e-03   2.07121996e-03
    8.05606323e-05   1.04628562e-03   7.52576336e-04   9.86356899e-05
    1.42494531e-03   7.13803238e-05]
 [  4.12814661e-05   9.91199911e-01   4.77288559e-04   2.15867680e-04
    4.83445037e-05   4.76801288e-05   4.47495579e-04   6.50559450e-05
    7.44238729e-03   1.47017108e-05]
 [  1.95208054e-06   8.12522273e-07   1.38706037e-06   1.69577543e-04
    9.08934851e-07   2.39253859e-05   1.76756909e-09   9.99526381e-01
    1.02344870e-06   2.74057937e-04]
 [  7.42507726e-03   1.19226407e-02   5.29239606e-03   1.08015696e-02
    4.63779987e-04   9.47862327e-01   3.77045781e-03   1.99998729e-03
    9.47047211e-03   9.91241657e-04]
 [  8.84242618e-05   2.09201535e-04   6.50247821e-05   1.57046888e-03
    3.14948522e-02   1.38380891e-02   6.16582402e-05   5.65786520e-03
    9.96508170e-03   9.37049329e-01]
 [  3.28393653e-02   6.85934792e-04   9.22967680e-03   2.41467427e-03
    1.40734192e-03   9.67317540e-03   8.76861811e-01   1.49693311e-04
    6.66279197e-02   1.10504785e-04]
 [  3.94484866e-03   2.98275172e-05   3.89983215e-05   9.60737543e-06
    3.84055951e-04   8.79107043e-02   6.92223024e-04   1.49891857e-04
    9.06074464e-01   7.65342091e-04]
 [  7.06560968e-05   1.77866707e-06   1.32142784e-04   2.71977449e-04
    1.23990292e-04   4.12634254e-04   1.35514696e-04   5.12357256e-05
    9.95713592e-01   3.08653782e-03]
 [  1.05064653e-03   9.48991537e-01   3.90730752e-03   6.49608020e-03
    1.63345225e-03   2.22025695e-03   2.64282711e-03   1.66339148e-02
    1.34745305e-02   2.94947065e-03]
 [  8.29461787e-04   4.95301538e-05   1.38754127e-04   3.48586999e-02
    2.73061974e-04   5.76114049e-03   8.09593803e-06   9.53551412e-01
    2.15097694e-04   4.31474904e-03]
 [  4.68965067e-04   4.81592142e-04   1.12132379e-03   2.33412394e-03
    1.50043583e-02   5.72841789e-04   4.47741841e-05   5.96464217e-01
    4.63885022e-03   3.78868967e-01]
 [  1.90890778e-03   7.80198216e-01   1.42904386e-01   2.24451683e-02
    8.24208662e-04   7.25214370e-04   2.96273753e-02   4.12124587e-04
    2.08232570e-02   1.31234046e-04]
 [  2.15591121e-04   6.64988784e-06   2.57176671e-05   2.53353780e-03
    1.15358216e-06   9.93989348e-01   2.20512975e-05   8.90057800e-06
    3.17731081e-03   1.98002217e-05]
 [  1.77204201e-04   3.04218770e-06   1.02415033e-04   3.81469075e-03
    1.03309483e-03   9.79615688e-01   8.37865591e-05   5.08645462e-05
    9.87292733e-03   5.24632074e-03]
 [  2.18005553e-01   1.89479906e-03   1.59880549e-01   9.37950891e-03
    2.18480150e-03   2.19598249e-01   3.91153954e-02   3.13384272e-02
    3.13562751e-01   5.03992382e-03]
 [  1.21366151e-03   7.68471928e-03   6.40660524e-04   1.57807954e-02
    1.22701644e-03   1.26640335e-01   6.32849755e-04   1.49368937e-03
    8.10053110e-01   3.46331224e-02]
 [  8.97598602e-06   7.88955106e-07   3.81904028e-05   1.94484004e-04
    4.35807407e-02   1.39725715e-04   2.28041495e-06   1.40768895e-03
    3.71301896e-03   9.50914145e-01]
 [  5.85722213e-04   9.25087571e-01   9.01223999e-03   1.28279421e-02
    2.77086440e-03   6.38300611e-04   2.03705882e-03   2.83825081e-02
    1.35215772e-02   5.13625611e-03]
 [  4.22577250e-06   6.09952963e-07   2.32943489e-06   3.70534804e-06
    9.94640589e-01   2.40756824e-04   4.15544764e-06   9.02740867e-04
    6.05037485e-06   4.19473182e-03]
 [  5.33476425e-03   3.20126931e-03   3.11792456e-02   1.47548737e-02
    9.35916603e-03   8.34577903e-03   8.15443277e-01   3.55336320e-04
    1.11421898e-01   6.04372472e-04]
 [  4.89232571e-06   3.54694589e-06   2.87347721e-05   4.64248359e-07
    9.98482525e-01   5.31568548e-05   2.64332310e-04   2.90857188e-05
    7.72894491e-05   1.05604238e-03]
 [  9.94697213e-01   4.43233228e-09   4.37906165e-05   1.45753729e-03
    1.94228775e-08   3.25218565e-03   2.19755952e-06   1.03096012e-04
    1.86201811e-04   2.57747568e-04]
 [  1.70648145e-03   2.66282610e-03   3.48356962e-02   4.56065126e-03
    4.43537161e-02   1.26070604e-01   1.95927508e-02   3.24335754e-01
    4.00907546e-01   4.09740135e-02]
 [  8.48479196e-03   2.62098270e-04   1.15833413e-02   8.89534473e-01
    4.54930387e-06   4.16792072e-02   9.99790864e-05   1.30127490e-04
    4.71939035e-02   1.02751935e-03]
 [  2.62460264e-04   1.09124398e-02   1.56277485e-04   7.21532106e-03
    8.45006507e-05   3.05547350e-04   1.38604753e-06   2.89002687e-01
    7.61995837e-02   6.15859747e-01]
 [  7.86365054e-05   3.73348338e-03   9.90956008e-01   4.44289530e-03
    2.07678088e-08   5.48069438e-05   1.09294328e-04   3.64178703e-07
    6.24447362e-04   1.05939812e-07]
 [  7.72163719e-02   2.47415062e-03   2.35312432e-01   2.50948697e-01
    1.87453181e-01   4.04696725e-03   9.04485583e-02   1.22058392e-03
    5.41118570e-02   9.67672095e-02]
 [  1.17440693e-04   7.24988524e-04   4.27338149e-04   1.13436550e-01
    1.71040359e-03   2.44531431e-03   6.29008991e-06   3.25345527e-03
    6.00491226e-01   2.77386963e-01]
 [  2.78667954e-04   1.28317135e-03   7.91251019e-04   1.88331660e-02
    1.55457237e-05   9.51287270e-01   1.47293622e-05   1.86350849e-02
    6.25105761e-03   2.61008390e-03]
 [  1.40526408e-05   7.27456587e-04   5.38894674e-04   2.47251033e-03
    7.51009618e-04   1.35312323e-03   1.52588275e-03   1.46438360e-05
    9.92542267e-01   6.01448337e-05]
 [  3.71953263e-03   2.26802707e-01   1.10942847e-03   3.37537169e-01
    1.48376403e-02   1.07390948e-01   2.72619701e-03   4.38856632e-02
    1.18267676e-02   2.50163943e-01]
 [  1.09640208e-08   1.01168905e-06   9.99255359e-01   3.40325583e-04
    1.17926099e-10   1.43954153e-07   6.90922946e-08   3.41068827e-08
    4.02951497e-04   1.68556280e-11]
 [  1.18132564e-04   6.66898908e-03   3.95661369e-02   7.68910423e-02
    3.34561119e-05   8.06578528e-03   1.90702020e-04   5.83183428e-05
    8.68213654e-01   1.93815285e-04]
 [  1.32882212e-06   7.35576032e-05   9.96493757e-01   3.13256984e-03
    1.57457282e-06   9.66897733e-06   1.64376852e-05   4.34136354e-07
    2.69175187e-04   1.61522439e-06]
 [  1.84277144e-06   7.35537742e-06   1.00502621e-05   8.20787332e-04
    2.68057268e-02   4.75125358e-04   1.63689638e-05   1.04166055e-02
    5.81552857e-04   9.60864544e-01]
 [  1.66171056e-04   2.39868488e-04   1.11689034e-03   8.36134888e-03
    5.61028835e-04   1.51780667e-02   6.36292039e-04   4.00500954e-04
    9.47237015e-01   2.61028372e-02]
 [  1.28166503e-04   4.01273137e-05   2.00075760e-06   1.07409607e-04
    1.93431442e-05   9.97938216e-01   3.93952476e-04   1.71907402e-06
    1.36326859e-03   5.76959656e-06]
 [  3.62254446e-03   5.82988923e-06   1.51707828e-02   7.28174928e-04
    5.57467295e-03   1.01066478e-01   1.40369567e-03   1.78190845e-03
    8.11047137e-01   5.95987663e-02]
 [  3.42523308e-05   1.25032122e-04   8.21823138e-04   2.86708782e-05
    9.94998574e-01   1.65558187e-04   2.73320894e-03   8.65800539e-05
    3.27457150e-04   6.78848417e-04]
 [  9.23196637e-07   2.77838262e-04   9.98130977e-01   1.12601509e-03
    3.57954718e-06   1.42733879e-05   6.89830704e-05   1.28188071e-06
    3.75166594e-04   9.70869905e-07]
 [  8.67246930e-03   1.15788396e-04   9.05856967e-01   3.29797273e-03
    2.93410104e-02   3.55625438e-04   1.95099309e-03   4.05684300e-03
    1.21991732e-03   4.51323055e-02]
 [  1.10433914e-03   9.14370596e-01   1.11979479e-02   1.23092644e-02
    1.78390124e-03   3.70138581e-03   1.67767913e-03   1.42283887e-02
    3.06859910e-02   8.94049928e-03]
 [  4.37851623e-03   2.27432611e-05   1.73924246e-03   8.80732656e-01
    3.76549735e-07   1.11562908e-01   4.07277839e-05   2.38674534e-06
    1.50410703e-03   1.61572698e-05]
 [  8.00530834e-05   1.06002938e-06   3.21438466e-03   6.23413280e-06
    9.72637653e-01   1.17950339e-03   2.21355408e-02   2.86125123e-05
    1.73507346e-04   5.43455826e-04]
 [  9.94736493e-01   9.88250193e-08   2.94984551e-04   1.14426048e-05
    9.07276408e-05   2.61626148e-04   4.07987786e-03   3.92239199e-05
    2.44956027e-04   2.40428984e-04]
 [  1.63614022e-05   9.48907837e-06   1.08419017e-05   7.27754450e-05
    1.31706693e-04   1.34015994e-04   4.75771731e-06   9.95865345e-01
    9.16854115e-05   3.66308750e-03]
 [  1.00529825e-04   8.05680320e-05   4.43622484e-05   5.48356562e-04
    7.82031202e-06   9.95449126e-01   1.89892028e-03   4.32996285e-06
    1.85549993e-03   1.05530271e-05]]
INFO:tensorflow:probabilities = [[  7.31537142e-08   1.32716153e-07   3.57331686e-07   1.88361828e-05
    1.71207475e-07   7.39921404e-07   2.96135089e-10   9.99431074e-01
    3.87988803e-06   5.44761366e-04]
 [  2.58015655e-03   2.68006243e-05   9.94934351e-04   2.46115262e-04
    4.77586081e-03   1.25464927e-02   9.47230697e-01   2.81899247e-06
    3.00577786e-02   1.53832394e-03]
 [  4.14048228e-03   2.75793318e-05   1.28726177e-02   2.08682730e-04
    5.34542231e-03   2.23059338e-04   9.74227011e-01   7.85907905e-04
    5.72273799e-04   1.59692159e-03]
 [  2.06899742e-04   9.75148618e-01   1.14929338e-03   5.51160751e-03
    2.69567274e-04   4.99072776e-04   1.30990951e-03   9.94547177e-03
    3.50174564e-03   2.45780614e-03]
 [  2.82575726e-04   9.61568713e-01   1.84534921e-03   1.38230892e-02
    6.26434805e-04   8.42400419e-04   5.48257667e-04   9.23982635e-03
    3.89789394e-03   7.32546626e-03]
 [  1.11371782e-02   3.22388769e-06   1.08934088e-04   4.40828473e-04
    2.00481418e-06   9.86782193e-01   4.31017106e-05   4.34812064e-05
    1.23271451e-03   2.06370532e-04]
 [  9.99187396e-05   5.60520057e-05   9.88874555e-01   1.01977987e-02
    1.29619475e-05   3.63639333e-06   5.42037815e-05   1.29164444e-04
    4.85285476e-04   8.63305686e-05]
 [  5.93654149e-05   2.52264017e-05   2.74146587e-04   9.96441901e-01
    2.23589964e-08   2.89846328e-03   4.08752868e-07   3.88029230e-06
    2.39867688e-04   5.67384086e-05]
 [  6.01179199e-05   9.81930435e-01   3.45494307e-04   5.01132524e-03
    8.00221460e-05   3.86753018e-05   1.75465429e-05   5.05391788e-03
    5.33901155e-03   2.12324620e-03]
 [  1.47692816e-04   7.53556969e-06   7.43150940e-06   4.58976720e-05
    6.55364543e-02   5.85728209e-04   5.02161038e-06   2.37560943e-02
    1.86091603e-03   9.08047199e-01]
 [  5.48733631e-03   4.88240033e-01   1.26594722e-01   1.06703989e-01
    2.70703546e-04   1.82258489e-03   2.00354564e-03   4.26310897e-02
    2.10344970e-01   1.59010552e-02]
 [  8.99514882e-04   7.72642612e-01   7.37010827e-03   9.62494463e-02
    1.04298536e-02   4.61333618e-02   2.73025269e-03   1.09124994e-02
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    5.31432033e-06   4.53210901e-03   2.34078994e-04   6.57949568e-05
    1.98615231e-02   3.55141347e-05]
 [  1.03492429e-03   8.38398278e-01   3.32256742e-02   4.12088111e-02
    1.15748157e-03   8.77907209e-04   1.97367184e-03   3.74933891e-02
    2.88364980e-02   1.57934334e-02]
 [  5.11859951e-04   2.70299874e-02   1.59439328e-03   2.77002659e-02
    2.99095642e-03   8.71289611e-01   1.18721533e-03   7.65762874e-04
    6.58150539e-02   1.11494528e-03]
 [  8.94920111e-01   9.85261519e-04   7.76714040e-03   2.47175954e-02
    3.17443744e-04   1.64750591e-02   8.53070896e-03   4.03310917e-03
    2.04265863e-02   2.18270998e-02]
 [  9.98648942e-01   2.42069720e-09   3.28277906e-06   9.42257975e-06
    2.00467962e-08   9.64562059e-04   3.70161888e-06   2.39827864e-06
    3.65512504e-04   2.22257427e-06]
 [  1.23198365e-03   3.99244964e-01   1.90571949e-01   3.08422558e-02
    1.89758284e-04   3.58943194e-01   1.45185515e-02   1.91568834e-04
    4.24751546e-03   1.81374853e-05]
 [  9.22840845e-05   3.85131571e-05   1.74995381e-04   1.19490735e-03
    1.18663320e-05   1.57576078e-03   6.67844579e-05   1.99499173e-05
    9.95035291e-01   1.78965123e-03]
 [  5.88985167e-05   8.73101689e-03   2.40229606e-03   7.56072186e-05
    9.86468513e-04   2.32126084e-04   9.87266243e-01   1.24562644e-06
    2.41615460e-04   4.36490836e-06]
 [  2.39543306e-06   3.08813038e-03   1.67194884e-02   1.76074114e-02
    7.09342494e-05   5.97679871e-04   1.33012818e-05   3.09554016e-04
    9.60943937e-01   6.47230423e-04]]
INFO:tensorflow:global_step/sec: 156.785
INFO:tensorflow:loss = 0.218304, step = 9001
INFO:tensorflow:probabilities = [[  8.00333277e-04   6.08705342e-01   3.82472016e-02   2.16519479e-02
    6.75238157e-03   1.17547950e-03   2.35671159e-02   2.67328247e-02
    2.46565580e-01   2.58018468e-02]
 [  1.18187859e-06   6.31436007e-04   9.96730208e-01   9.34466603e-04
    1.50298561e-07   1.06330088e-04   1.84492255e-05   5.49334836e-05
    1.51842879e-03   4.46275453e-06]
 [  3.54804768e-04   1.31567227e-04   9.66020525e-05   2.38829292e-03
    1.61710441e-01   5.10640966e-04   1.79194409e-04   4.90184734e-03
    5.32810763e-03   8.24398518e-01]
 [  1.43031080e-04   4.77746243e-09   1.02991839e-06   5.66397648e-05
    1.41442315e-05   1.07890184e-04   2.70418639e-08   9.76832092e-01
    2.42323949e-05   2.28208881e-02]
 [  1.95103598e-06   1.14580310e-07   9.99978065e-01   5.65407163e-06
    7.83958740e-07   2.71727401e-07   1.40323755e-06   1.24829035e-06
    7.65036566e-06   2.96641042e-06]
 [  9.61862133e-06   6.16980297e-03   7.66711712e-01   2.08657056e-01
    1.63379314e-04   1.65177364e-04   5.63870126e-04   4.46725346e-04
    1.70784518e-02   3.41909108e-05]
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    1.81116104e-06   5.83208561e-01   5.08731045e-02   1.34940109e-07
    1.70055323e-03   7.45233876e-07]
 [  4.73871914e-05   1.53851977e-06   2.04617711e-04   4.62931985e-06
    5.90992495e-05   6.02876442e-03   9.93547857e-01   1.64553839e-07
    1.04563725e-04   1.36410119e-06]
 [  9.99599755e-01   2.14400520e-09   1.89017097e-04   3.23147542e-05
    4.57992311e-09   7.65268560e-05   3.84694613e-06   5.00040805e-05
    7.34909008e-06   4.12153240e-05]
 [  5.12100196e-05   1.00372934e-04   9.97941673e-01   1.59876107e-03
    8.25487732e-05   3.34500851e-06   9.25053755e-05   8.52931116e-05
    3.53038413e-05   8.90763567e-06]
 [  5.08322846e-04   9.71892558e-04   7.09396729e-04   9.84741189e-03
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    9.10746276e-01   1.58228935e-03]
 [  5.38072037e-03   7.78612048e-06   8.77565344e-06   3.56280361e-05
    6.31320290e-06   5.43472879e-02   8.18805129e-04   3.28655943e-07
    9.39322233e-01   7.21444085e-05]
 [  3.28774215e-04   9.59578872e-01   1.94411108e-03   7.38226809e-03
    8.48809839e-04   5.28687204e-04   4.78920352e-04   1.01713855e-02
    1.61792934e-02   2.55878875e-03]
 [  1.84152068e-05   1.87888036e-05   9.99405503e-01   3.97615018e-04
    2.03343425e-05   2.31937179e-06   4.23486126e-05   1.72858636e-05
    4.61579693e-05   3.15097968e-05]
 [  1.68446699e-04   4.36395901e-04   4.20120731e-03   9.84307945e-01
    7.31259206e-05   2.23842380e-03   3.95020106e-05   4.76899353e-04
    7.78771564e-03   2.70287535e-04]
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    5.74524711e-05   1.04511404e-04   6.62555394e-05   2.97541643e-04
    1.51906000e-03   6.28640235e-04]
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    3.34770506e-04   6.81123674e-01]
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    8.68856514e-05   1.19394036e-02   6.80525773e-05   1.53321118e-04
    6.70946538e-01   2.50460464e-03]
 [  4.34461572e-06   4.61610540e-07   4.92022447e-02   4.15766815e-04
    8.32139328e-03   1.95003158e-05   2.08461406e-05   8.48547649e-03
    1.77140668e-04   9.33352768e-01]
 [  5.44213864e-04   2.81875800e-05   4.75534180e-05   1.89261534e-03
    1.13687965e-04   6.76473661e-04   2.69458127e-07   9.47209299e-01
    3.00344836e-04   4.91873100e-02]
 [  3.47756955e-04   3.34378637e-05   5.80541491e-05   2.80028153e-02
    1.61824748e-04   9.46474671e-01   8.36419116e-04   1.00137049e-05
    2.32042857e-02   8.70736199e-04]
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    2.47998745e-04   2.38526591e-05]
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    8.78998712e-02   3.98680456e-02]
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    9.34314355e-03   8.18960786e-01   5.90034481e-03   5.50927189e-06
    1.52891949e-01   7.25791184e-03]
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    6.24316590e-06   4.47482271e-05   1.98176373e-08   9.99095321e-01
    9.59717800e-05   7.26555707e-04]
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    3.65598225e-06   1.12254107e-02]
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    6.22980006e-05   5.89369592e-05]
 [  3.71306342e-05   1.87416699e-05   9.93282795e-01   6.10977458e-03
    3.31682344e-08   2.29135003e-06   1.70273961e-06   1.60865689e-04
    3.83415434e-04   3.36425910e-06]
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    4.29807142e-06   9.94981587e-01   2.89211148e-05   3.32759839e-04
    8.57463863e-04   9.42392508e-05]
 [  2.62736110e-03   2.90083881e-05   9.59596336e-01   3.35928537e-02
    3.85583189e-05   3.85689491e-05   1.01856938e-04   3.40576138e-04
    2.42100074e-03   1.21405080e-03]
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    1.14116175e-02   4.96705215e-05]
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    8.62542819e-03   9.27028835e-01]
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    1.35256280e-03   7.44536698e-01   3.18292901e-02   1.63928940e-04
    1.83982447e-01   8.39216111e-04]
 [  1.38397227e-04   1.48437009e-03   1.16918985e-04   7.12195353e-04
    6.64011955e-01   5.66350622e-03   1.76976640e-02   4.10745153e-04
    4.32039164e-02   2.66560435e-01]
 [  4.93821926e-06   9.78627264e-01   1.84437365e-03   3.23697343e-04
    9.95018054e-05   1.59910225e-04   8.92280601e-04   1.19387751e-05
    1.80182308e-02   1.78334813e-05]
 [  4.37339991e-02   8.14942250e-05   1.21259982e-04   2.20330890e-06
    3.83727602e-04   9.18130934e-01   1.48098217e-02   1.35377239e-04
    2.25523375e-02   4.88215883e-05]
 [  2.45152228e-06   2.77503909e-06   9.49081914e-06   4.27071609e-05
    9.94131148e-01   4.57231545e-05   2.04589014e-05   3.31519259e-04
    1.81425043e-04   5.23217209e-03]
 [  2.07054522e-03   5.13987980e-05   1.10578503e-05   9.75122559e-04
    2.57409465e-06   9.92927611e-01   4.55979716e-06   5.43039758e-04
    3.35514545e-03   5.89596420e-05]
 [  9.98605072e-01   5.25414725e-06   3.67108820e-04   6.96180578e-05
    6.43301348e-07   4.52214153e-04   9.51405309e-05   6.69030342e-05
    2.62331712e-04   7.57131638e-05]
 [  4.46510938e-04   3.19556966e-02   8.45712330e-03   8.31094943e-03
    9.62768536e-05   2.60536349e-03   3.65165179e-05   1.20386086e-01
    8.19496334e-01   8.20907392e-03]
 [  2.52863492e-06   1.90263363e-05   6.84706785e-04   1.22854573e-04
    9.03524399e-01   2.68754724e-04   7.46791120e-05   1.35356793e-03
    1.06622279e-03   9.28832740e-02]
 [  7.74377804e-06   3.63760810e-05   2.45939911e-04   7.79765774e-04
    7.26138428e-02   4.28443193e-04   5.84602676e-05   1.67204048e-02
    2.74277641e-03   9.06366229e-01]
 [  6.96216826e-04   9.59123254e-01   1.40519682e-02   3.51253315e-03
    1.97150488e-03   9.34844662e-04   2.00414588e-03   4.52471990e-03
    1.16474535e-02   1.53340609e-03]
 [  9.99875784e-01   7.92559463e-10   4.09779932e-05   1.73592582e-06
    8.72901973e-10   7.76173474e-05   8.62717229e-07   1.09266296e-06
    1.61999390e-06   2.25691991e-07]
 [  3.81628126e-02   1.22078593e-04   3.04022759e-01   2.18580049e-02
    1.51119754e-03   1.11979246e-01   3.49580273e-02   3.31280427e-03
    4.73690450e-01   1.03826383e-02]
 [  2.58525903e-03   1.35378199e-04   8.27672717e-04   4.95069427e-03
    1.79356653e-02   9.23935592e-01   1.98974106e-02   7.81871277e-05
    2.42340323e-02   5.42011112e-03]
 [  1.56483874e-02   2.82183379e-08   9.74904469e-06   1.35906928e-04
    7.23232151e-05   2.68724019e-04   1.40266411e-06   6.91880465e-01
    7.09965607e-05   2.91911989e-01]
 [  1.45307176e-05   1.05070905e-03   2.89835501e-03   4.38750116e-03
    1.31607205e-01   5.16086631e-03   1.61051503e-04   5.90092130e-03
    1.09726032e-02   8.37846279e-01]
 [  9.90881562e-01   9.14471554e-10   1.34706032e-04   1.64019165e-03
    6.47272458e-10   7.26804836e-03   1.19032268e-06   3.47123932e-05
    1.19770202e-05   2.76399205e-05]
 [  4.97234636e-04   8.40303801e-06   8.16335436e-04   2.00701015e-05
    8.22247821e-04   3.90803150e-04   9.86965179e-01   1.93034839e-06
    1.04466565e-02   3.11452095e-05]
 [  3.38663085e-04   3.55794444e-04   9.93323267e-01   3.71483900e-03
    2.03858464e-04   1.09574476e-05   5.27906755e-04   6.44257700e-04
    2.14778891e-04   6.65538013e-04]
 [  5.57544590e-05   7.24313622e-06   2.10675967e-06   7.60760275e-04
    8.87595862e-03   4.64932993e-04   1.02235470e-06   7.26749301e-02
    2.83091467e-05   9.17128980e-01]
 [  9.99609411e-01   2.49269974e-08   2.20663525e-04   3.90308696e-06
    6.35388133e-08   4.00608951e-06   8.13583902e-05   3.98990824e-06
    7.04052509e-05   6.07838547e-06]
 [  9.99887824e-01   1.47858722e-11   6.92308413e-06   5.02120565e-05
    7.35931823e-13   3.00184074e-05   1.15159193e-09   7.13442523e-06
    3.46911797e-08   1.78585378e-05]
 [  1.70109048e-03   2.79516634e-03   2.03173375e-03   1.44002330e-03
    1.24766074e-01   8.26867282e-01   6.75000390e-03   6.81143627e-03
    7.15836277e-03   1.96788255e-02]
 [  2.41132807e-06   6.47523791e-07   1.29874516e-03   3.78233131e-06
    9.03161766e-04   7.47512386e-04   9.96991277e-01   3.74188538e-08
    5.05374846e-05   1.94105201e-06]
 [  1.48681074e-05   1.91352121e-03   7.29539242e-05   2.66931998e-03
    7.01223195e-01   5.32016996e-03   1.75881592e-04   1.01920292e-02
    1.85248461e-02   2.59893388e-01]
 [  2.73854006e-04   2.19593247e-07   7.62790878e-05   8.87216302e-05
    3.89639498e-03   6.99143638e-05   5.70849443e-06   2.28822650e-03
    2.29955927e-04   9.93070662e-01]
 [  5.21729584e-04   8.45291743e-06   2.61537003e-04   5.09424826e-05
    2.30921417e-01   1.04800274e-03   1.64672208e-04   5.52624576e-02
    3.56504484e-03   7.08195806e-01]
 [  9.99951839e-01   5.30162893e-11   5.23994140e-06   1.78222740e-06
    3.39060868e-08   1.26081095e-05   2.88343017e-07   1.00539119e-05
    8.11880636e-06   1.01018604e-05]
 [  4.00052493e-04   1.81005144e-05   9.75744486e-01   2.16326267e-02
    5.39947534e-04   3.82128092e-05   1.52150611e-03   4.19604567e-06
    9.68690438e-05   3.78482946e-06]
 [  8.92823721e-07   7.68061909e-06   9.90564585e-01   8.82849377e-03
    1.89519267e-06   1.28760121e-06   3.33911630e-05   6.20375249e-06
    5.54151833e-04   1.30037836e-06]
 [  1.35460659e-05   4.03801481e-09   1.42380628e-07   3.01021237e-06
    7.41231088e-06   3.76924290e-05   4.20683682e-10   9.97354269e-01
    1.05685422e-06   2.58284877e-03]]
INFO:tensorflow:probabilities = [[  1.40930514e-03   9.03289139e-01   6.71673147e-03   1.50638511e-02
    4.36970824e-03   7.69398734e-03   6.74895803e-03   7.79738650e-03
    4.40154895e-02   2.89539993e-03]
 [  2.07435423e-05   2.25668540e-04   4.25792814e-06   4.32400615e-04
    8.38965476e-01   3.42491479e-03   3.24305220e-05   1.12915901e-03
    7.93805288e-04   1.54971078e-01]
 [  9.99769032e-01   9.42670386e-09   1.25936393e-04   7.38887638e-06
    1.34738771e-08   2.59158023e-05   3.01397013e-05   1.96149131e-07
    4.03084632e-05   1.09607595e-06]
 [  1.25912316e-02   4.15146723e-03   5.38741006e-04   8.96297581e-03
    1.69826940e-01   1.41532034e-01   6.88715875e-02   1.23681338e-03
    3.95698398e-01   1.96589798e-01]
 [  1.49869576e-01   1.68468887e-06   9.81856356e-05   8.80211810e-05
    9.99793338e-05   1.79039612e-02   8.31162155e-01   2.13883923e-05
    7.46180885e-04   8.82910808e-06]
 [  2.73621082e-02   8.17670953e-04   4.86891530e-03   1.12103350e-01
    2.04541560e-04   7.49067008e-01   3.65418904e-02   7.21930107e-03
    6.17987067e-02   1.64938101e-05]
 [  7.95973756e-04   3.68283472e-05   2.24953564e-03   6.13431213e-04
    6.80157827e-05   1.18384988e-03   3.18541512e-04   1.89137063e-05
    9.94499207e-01   2.15663051e-04]
 [  5.57463754e-05   6.10913142e-09   1.01513741e-07   1.26126433e-05
    8.86239402e-04   2.88984347e-06   6.90639723e-09   9.57657754e-01
    4.37412882e-06   4.13803197e-02]
 [  6.13020035e-04   6.29037022e-05   2.50514160e-04   7.57527887e-04
    1.65050581e-01   1.29284454e-03   2.71764846e-04   9.98000149e-03
    2.22915504e-03   8.19491684e-01]
 [  1.22123386e-03   7.24132462e-07   2.43700319e-03   2.55296982e-06
    1.96594599e-04   2.78524967e-04   9.95826662e-01   5.38780887e-06
    2.13948242e-05   9.92677087e-06]
 [  1.19441407e-04   1.78066566e-05   4.39205352e-04   5.47353147e-06
    4.76439775e-04   1.05181089e-05   9.98834074e-01   1.08073409e-05
    2.95005648e-05   5.67171119e-05]
 [  9.98499990e-01   4.72842601e-08   2.47273245e-04   2.85983447e-06
    3.31062807e-07   2.00961571e-04   8.12864222e-04   1.17530291e-07
    2.35383632e-04   2.71603312e-07]
 [  5.78059844e-05   1.02117634e-03   1.97822548e-04   9.77852702e-01
    1.56222001e-07   2.75037310e-04   3.51702525e-08   2.74408143e-03
    1.76493712e-02   2.02056166e-04]
 [  7.46758597e-05   9.85279679e-01   3.88289127e-03   1.03314780e-03
    1.41586538e-03   6.90489906e-05   9.15612793e-04   4.06241696e-03
    2.57644849e-03   6.90164685e-04]
 [  7.02790334e-04   1.12679176e-04   6.40114478e-04   3.75076634e-05
    3.49850510e-04   6.62939483e-03   9.88786459e-01   5.60514991e-07
    2.73359683e-03   7.05574530e-06]
 [  1.22931742e-04   9.72870946e-01   6.52495888e-04   1.01848114e-02
    5.01259288e-04   1.34196575e-03   8.58601707e-04   5.16567321e-04
    1.25782192e-02   3.72285285e-04]
 [  9.90496516e-01   6.61452759e-07   3.00581480e-04   1.17700209e-03
    1.34578193e-06   6.52449625e-03   2.18537607e-04   1.15318329e-03
    3.44947730e-05   9.32086550e-05]
 [  5.37508640e-06   4.10857574e-05   2.01493283e-04   1.60748009e-02
    2.79732817e-03   8.71985734e-01   1.92143265e-02   4.87544276e-06
    8.92350972e-02   4.39902680e-04]
 [  1.05818035e-02   2.17190711e-03   4.06707138e-01   1.63485631e-02
    4.91064817e-01   3.18256416e-03   8.64724570e-04   2.45776977e-02
    7.63459969e-03   3.68661806e-02]
 [  6.66467531e-05   2.67267078e-05   4.68358712e-06   1.20680299e-04
    3.84802930e-03   2.70865858e-03   4.24805512e-06   9.79114354e-01
    3.23558663e-04   1.37824910e-02]
 [  9.97839570e-01   7.69810029e-08   1.01219113e-04   1.76795293e-04
    1.10892715e-05   7.53059692e-04   2.34795400e-04   8.59873107e-05
    2.85265502e-04   5.12139406e-04]
 [  1.23206860e-06   1.47734427e-05   1.92748903e-05   7.97939487e-04
    5.98508495e-06   3.76444113e-05   1.46734180e-08   9.83699977e-01
    8.86471753e-05   1.53344842e-02]
 [  1.37597486e-01   3.91443336e-06   8.55364978e-01   1.86577358e-03
    6.30978647e-08   1.31301489e-03   2.82706169e-04   3.28222595e-05
    3.49788554e-03   4.12040354e-05]
 [  4.99640591e-03   2.59196759e-06   1.81488949e-03   1.21520050e-01
    6.82870668e-05   7.97350943e-01   1.24787566e-05   4.45330748e-04
    6.59890994e-02   7.79995602e-03]
 [  1.80756068e-03   7.97646862e-05   1.22621357e-01   8.44229996e-01
    2.39790802e-06   1.43934262e-03   2.88879028e-06   1.85746897e-03
    2.75908075e-02   3.68383509e-04]
 [  5.76187205e-08   6.78519285e-09   8.78034001e-09   1.38560176e-06
    1.11988733e-07   4.14748371e-07   2.17980928e-12   9.99790251e-01
    1.26804957e-06   2.06377881e-04]
 [  3.06037371e-03   3.11724330e-06   8.66244256e-01   1.28169939e-01
    1.49345055e-04   4.34734138e-05   6.48902671e-04   8.94361892e-06
    1.27737760e-03   3.94271337e-04]
 [  2.10981034e-06   4.77550702e-06   1.81383875e-04   9.92524564e-01
    3.81747896e-07   3.33586591e-03   3.84540982e-07   1.98269598e-04
    3.64664616e-03   1.05656800e-04]
 [  9.98241186e-01   1.01991704e-09   2.19187950e-06   2.46715490e-06
    3.12858384e-09   1.74111535e-03   6.85777124e-08   9.09206108e-07
    5.15267902e-06   6.88021464e-06]
 [  9.94654775e-01   2.19847493e-07   1.63979491e-03   1.30901724e-04
    1.15962200e-06   2.59675644e-03   3.11413663e-04   5.20145586e-05
    5.10176353e-04   1.02633210e-04]
 [  1.94891618e-06   3.23455674e-06   1.04714280e-04   9.31650538e-06
    9.37978148e-01   8.03130661e-06   4.52810200e-05   6.28045163e-05
    1.50286160e-05   6.17714487e-02]
 [  1.00624212e-03   1.28161758e-01   1.95505028e-03   3.46461334e-03
    6.53563393e-03   5.34367608e-03   8.33888352e-01   1.59757710e-05
    1.94974095e-02   1.31189532e-04]
 [  2.34615611e-04   6.35351578e-04   2.06983183e-03   3.90257628e-04
    9.36723828e-01   2.58524530e-03   2.01765541e-02   1.48537674e-03
    9.03480162e-04   3.47953960e-02]
 [  1.44528603e-05   9.93269622e-01   5.06599341e-03   2.04120384e-04
    1.01948368e-04   2.83870086e-05   2.61107343e-04   2.44654279e-04
    7.98647059e-04   1.09567509e-05]
 [  1.16680533e-01   5.28752389e-06   1.28361804e-03   3.52641509e-04
    3.16540360e-01   5.67693682e-03   1.61608867e-03   9.65735689e-03
    3.56907072e-03   5.44618130e-01]
 [  6.94079034e-04   9.87598002e-01   2.05416000e-03   5.65982191e-04
    7.99924528e-05   2.70309742e-04   1.39617338e-03   1.25669860e-04
    7.08123017e-03   1.34561764e-04]
 [  3.93672235e-04   2.11967890e-05   1.35904970e-03   1.15809590e-03
    7.98283290e-05   9.67274427e-01   2.82427575e-02   1.71070766e-07
    1.46651512e-03   4.43187355e-06]
 [  2.52251484e-04   2.10086200e-05   1.19156973e-03   2.94225793e-02
    3.45157343e-03   8.85375440e-01   1.07557001e-03   1.05012150e-04
    6.67843297e-02   1.23206973e-02]
 [  4.13649455e-02   5.72425015e-05   7.34880683e-04   1.64819008e-03
    4.09909338e-03   1.29401192e-01   5.77488244e-01   9.89827367e-06
    2.44228393e-01   9.67937929e-04]
 [  1.85420652e-06   2.01961242e-07   5.93233210e-07   1.40689939e-04
    1.02970409e-06   4.57664210e-05   3.43861961e-09   9.99481022e-01
    1.43499337e-05   3.14566772e-04]
 [  1.52636767e-06   3.76759024e-09   1.65311349e-07   3.30318107e-05
    1.95192005e-02   5.30960897e-05   2.93238021e-08   2.42951070e-03
    6.82762184e-05   9.77895200e-01]
 [  2.51493784e-05   9.93856251e-01   3.50802875e-04   3.11778393e-03
    3.02595872e-04   1.15811337e-04   2.07414923e-04   8.06290889e-04
    5.60544489e-04   6.57331198e-04]
 [  5.92404576e-05   3.37769603e-03   3.14229037e-05   4.13771383e-02
    6.52178132e-04   8.43376946e-03   1.48663339e-05   9.04498473e-02
    1.55520923e-02   8.40051770e-01]
 [  5.79118350e-05   4.05499522e-05   6.18329750e-06   8.42025445e-04
    2.94776146e-06   5.98298138e-05   1.64401097e-08   9.34365034e-01
    2.78779626e-04   6.43467084e-02]
 [  1.82496433e-06   1.57297006e-06   9.98897195e-01   2.81109587e-05
    8.85391259e-04   1.46017257e-07   1.73838809e-04   9.63228288e-08
    1.03523762e-05   1.47561104e-06]
 [  1.01935339e-05   1.76955888e-03   5.15909924e-04   7.22637121e-03
    1.11429101e-04   1.41482393e-04   5.31930880e-07   7.27898061e-01
    2.01375842e-01   6.09506443e-02]
 [  8.39186367e-03   9.02710326e-06   3.86778777e-03   2.22015800e-03
    5.93217425e-02   1.63503774e-02   1.18178464e-02   3.02258823e-02
    8.36477757e-01   3.13175805e-02]
 [  1.23472442e-03   8.77439603e-02   1.29248481e-03   7.52467886e-02
    2.09781248e-02   1.67784542e-01   2.31255069e-02   2.91123078e-03
    5.77289641e-01   4.23930325e-02]
 [  2.40446911e-06   1.34841311e-08   5.24665147e-08   4.00782701e-05
    6.29509987e-06   9.99923229e-01   2.18245032e-06   6.33201751e-07
    1.96650708e-05   5.53641894e-06]
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    6.48172136e-06   9.22204927e-05]
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    1.47725211e-03   9.21549320e-01]
 [  9.99830008e-01   6.22146334e-10   4.72693318e-06   1.30653149e-07
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    3.61033329e-07   9.10932485e-08]
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    2.22722534e-03   1.89350720e-03]
 [  1.65652853e-06   1.30104775e-06   3.02885269e-07   1.49722200e-05
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    1.03338216e-05   3.69063066e-03]
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    3.99045236e-02   9.51581751e-05]
 [  1.17877184e-03   2.19941048e-05   6.37450139e-05   9.26359135e-05
    7.26386090e-04   3.07747778e-02   9.64683414e-01   1.43311482e-07
    2.40158197e-03   5.66612835e-05]
 [  1.00579700e-05   4.28665546e-04   4.83881496e-03   2.64723483e-03
    1.25740409e-01   1.55760767e-03   7.56032707e-04   1.98978977e-03
    1.51536837e-02   8.46877694e-01]
 [  6.13710972e-06   9.22376785e-06   3.56198034e-05   9.91554081e-01
    8.22897572e-09   7.34659890e-03   1.84372446e-08   1.95923562e-07
    1.04651705e-03   1.54625491e-06]
 [  1.20144023e-03   3.29310496e-05   8.00667549e-05   1.52474488e-04
    1.02423504e-03   1.18177966e-03   2.36586857e-05   9.80365455e-01
    4.43470315e-04   1.54944900e-02]]
INFO:tensorflow:global_step/sec: 154.364
INFO:tensorflow:loss = 0.137799, step = 9101
INFO:tensorflow:probabilities = [[  9.60624129e-06   1.88305239e-05   9.99380469e-01   5.37519401e-04
    2.85785313e-06   1.86423506e-07   1.55604575e-05   2.10242115e-06
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    4.95505947e-06   6.98342035e-07]
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 [  4.82345467e-06   1.37447889e-04   8.85485392e-03   9.90567625e-01
    1.19796152e-06   2.72308534e-04   1.46734783e-06   1.87128771e-05
    1.31271940e-04   1.03831217e-05]
 [  1.08193059e-03   3.52859348e-02   9.13464725e-01   1.63476914e-02
    1.29422342e-05   7.94840395e-04   3.46654723e-03   2.65074755e-06
    2.95424312e-02   2.46663518e-07]
 [  9.94679749e-01   8.73311819e-07   3.16324295e-05   3.67440400e-04
    1.10372525e-06   4.40886244e-03   9.77062591e-05   7.49452811e-05
    2.08910671e-04   1.28806700e-04]
 [  9.95794296e-01   1.06680185e-08   2.65461928e-03   6.41413908e-06
    7.08302559e-06   1.14703886e-04   7.77097011e-05   6.85831546e-05
    7.14930298e-04   5.61515219e-04]
 [  2.17252236e-04   9.73808885e-01   8.10076817e-05   6.15055347e-03
    1.42560864e-03   1.47221389e-03   1.21285644e-04   5.56378951e-03
    7.59450020e-03   3.56474449e-03]
 [  2.15371529e-06   1.36744495e-06   1.55351253e-03   7.77776495e-06
    1.55341695e-04   5.53215912e-04   9.95770633e-01   1.79996658e-08
    1.95588777e-03   1.48862938e-07]
 [  3.61774983e-05   9.88328397e-01   2.78442004e-03   2.50626216e-03
    6.07636684e-05   7.25561113e-04   6.57209894e-04   1.35907729e-04
    4.68128547e-03   8.41102228e-05]
 [  1.70553467e-04   3.25832025e-06   1.00500532e-04   3.49433612e-05
    4.22015861e-02   1.76537578e-04   2.49826353e-05   9.45865363e-02
    1.44796155e-03   8.61253142e-01]
 [  1.22365484e-04   3.76830940e-06   1.30586108e-04   7.45707832e-04
    2.96225744e-06   9.96747494e-01   1.40235876e-04   4.52306466e-07
    2.10038782e-03   6.08518712e-06]
 [  6.45139080e-04   3.43338645e-04   1.91608130e-03   1.02473296e-01
    1.55416550e-04   8.65268528e-01   3.14363372e-03   1.05968156e-05
    2.58511044e-02   1.92885011e-04]
 [  1.47337414e-04   3.62238352e-04   1.27238093e-03   8.27250096e-06
    1.46911145e-04   9.50185567e-05   9.97888982e-01   4.22357431e-07
    7.71453706e-05   1.24269945e-06]
 [  2.03325526e-05   1.30150490e-03   3.11980810e-04   2.77437456e-03
    8.15757632e-01   2.84387323e-04   1.15016337e-04   6.36560190e-03
    4.14255727e-03   1.68926567e-01]
 [  1.24117942e-03   9.39370215e-01   2.93367484e-04   8.83662491e-04
    5.43024689e-05   1.41203078e-03   2.51360401e-03   1.98636437e-04
    5.38611524e-02   1.71834690e-04]
 [  8.49364419e-03   6.28896032e-06   1.16797630e-04   6.95050135e-03
    4.78542242e-05   9.81941581e-01   7.89100159e-05   3.93514085e-04
    1.65269419e-03   3.18122620e-04]
 [  6.32743235e-04   3.19220684e-03   1.36048929e-03   1.98498257e-02
    3.61849307e-05   5.45390695e-03   2.88060601e-05   2.71498580e-02
    8.82624686e-01   5.96713722e-02]
 [  1.86910638e-05   1.84993201e-04   9.85881805e-01   1.34312827e-02
    3.95673005e-08   1.42822739e-06   3.47149171e-06   8.63110472e-05
    3.92079441e-04   3.22460636e-08]
 [  1.01544974e-04   4.64437699e-06   3.02305330e-06   2.49197945e-01
    5.20638656e-04   7.35834002e-01   4.55885765e-06   5.86674141e-04
    2.26269895e-03   1.14842234e-02]
 [  1.25187044e-05   6.03317603e-05   1.65436359e-04   9.71230507e-01
    1.74020693e-06   2.80931685e-02   8.71863165e-07   3.52542338e-06
    4.00904479e-04   3.10792384e-05]
 [  8.31685841e-01   4.20657685e-03   3.36128399e-02   8.89374223e-03
    1.85230107e-03   3.27762752e-03   2.10573040e-02   2.63665430e-03
    6.93281367e-02   2.34489329e-02]
 [  1.52319781e-02   2.35607922e-02   5.83639974e-03   2.47566524e-04
    6.14768418e-04   1.08232172e-02   9.22803819e-01   9.15071996e-06
    2.08685715e-02   3.78731056e-06]
 [  4.90806720e-08   1.88840684e-04   3.77231918e-04   9.98672485e-01
    4.25237658e-08   2.92402692e-04   4.41145032e-09   7.28355053e-06
    4.61061078e-04   7.67925883e-07]
 [  9.22411346e-06   9.09182654e-06   3.62884556e-03   1.99562162e-02
    2.33464361e-05   5.00095368e-04   3.86900410e-06   9.82022630e-06
    9.75779653e-01   7.98481851e-05]
 [  8.30633275e-04   2.05923438e-01   1.27960369e-01   4.61149961e-02
    2.25407101e-04   9.63488070e-04   6.02614346e-05   5.55809200e-01
    3.17131951e-02   3.03990133e-02]
 [  1.46143328e-04   9.87016201e-01   4.96174628e-03   7.02638878e-04
    4.77234717e-04   4.82654432e-05   9.18403326e-04   1.85979903e-03
    3.73722846e-03   1.32400193e-04]
 [  3.55248776e-04   6.38929305e-06   1.00758780e-05   7.99996972e-01
    6.36599862e-06   1.97197795e-01   2.13711428e-06   2.05909615e-04
    8.24455754e-04   1.39467453e-03]
 [  9.99228477e-01   2.15053262e-07   2.14224674e-05   5.01855220e-06
    1.54610370e-06   1.53008019e-04   2.73639133e-04   5.17479293e-06
    2.73458863e-04   3.79971352e-05]
 [  4.03669276e-07   1.91007657e-05   9.99601185e-01   3.19253042e-04
    2.87416100e-08   6.56001203e-06   2.42371175e-06   1.51850244e-07
    5.10143254e-05   3.46516615e-09]
 [  2.74910562e-05   3.10097334e-07   3.88817534e-05   3.45729654e-06
    2.50779502e-02   3.62448418e-06   6.26209885e-06   1.84222439e-03
    4.06331586e-04   9.72593486e-01]
 [  1.15039097e-06   6.43247389e-04   5.56706727e-05   1.31909158e-02
    4.63043200e-03   6.88445894e-03   1.04960384e-06   1.06283344e-01
    1.17867077e-02   8.56522977e-01]
 [  5.11138023e-05   9.97257650e-01   7.98706606e-04   4.48485691e-04
    1.96709607e-05   3.27762573e-05   4.71559033e-04   6.25244938e-05
    8.32488062e-04   2.49726982e-05]
 [  1.39543740e-02   2.25311975e-04   4.80596937e-05   1.18615292e-02
    7.21467007e-03   8.83710444e-01   1.88308093e-03   1.16748479e-03
    2.17029396e-02   5.82321323e-02]
 [  1.27314019e-03   8.64124231e-05   6.84575120e-04   6.07098860e-04
    9.05141294e-01   7.53714191e-03   4.43651667e-03   3.59577080e-03
    6.97713718e-03   6.96609095e-02]
 [  1.27037836e-03   1.49984378e-03   2.71610450e-03   5.21955779e-03
    3.00560379e-03   5.42515796e-03   7.99324922e-03   1.42534671e-04
    9.67347920e-01   5.37961349e-03]
 [  6.59377594e-03   4.26084240e-04   2.82444945e-03   9.55444396e-01
    2.76669766e-06   3.39754485e-02   6.43676594e-06   9.47733279e-05
    2.42475362e-04   3.89291818e-04]
 [  9.63451574e-04   1.04287313e-03   1.22299511e-03   1.66117996e-02
    1.76942835e-04   7.28458166e-03   5.86271402e-04   4.34010944e-05
    9.51162040e-01   2.09056828e-02]
 [  6.48457464e-03   2.00492673e-06   1.74737463e-04   1.99303686e-04
    8.96658748e-03   7.14549853e-04   6.52646122e-05   8.15587565e-02
    9.34138079e-04   9.00900006e-01]
 [  6.24995664e-05   5.73922989e-06   5.80783308e-05   1.12753614e-05
    3.13662030e-02   9.36825018e-05   3.14327808e-05   1.29887844e-02
    9.76412557e-03   9.45618153e-01]
 [  3.22267972e-08   2.89348971e-08   1.07643311e-03   1.30095643e-07
    1.05111860e-02   1.17792129e-04   9.88209963e-01   1.26010020e-08
    8.43406960e-05   1.22609066e-07]
 [  1.83179637e-03   1.49915693e-04   3.37057252e-04   2.66177558e-05
    8.37341242e-04   2.66930409e-04   9.96249259e-01   1.43209581e-06
    2.87043309e-04   1.25785909e-05]
 [  7.07798754e-05   3.24527733e-02   1.74643531e-01   1.33333970e-02
    2.42790505e-02   2.84933671e-03   7.30450034e-01   3.98443168e-04
    2.14282703e-02   9.44263302e-05]
 [  3.45758890e-05   9.95049536e-01   1.70992257e-03   1.08351070e-03
    6.67881468e-05   8.84838391e-06   1.03148966e-04   5.11730788e-04
    1.30384916e-03   1.28164233e-04]
 [  3.29191181e-07   1.14978045e-08   6.16022453e-06   3.71648139e-06
    9.83246500e-05   3.80283804e-04   1.03076476e-04   1.14536993e-08
    9.99408007e-01   1.00271919e-07]
 [  9.95373309e-01   5.69049208e-09   7.13747722e-05   6.44520042e-04
    2.10664825e-06   2.08649610e-04   2.12499700e-07   1.15111563e-03
    4.20690485e-05   2.50654668e-03]
 [  5.52375459e-05   2.81192217e-04   2.80422304e-04   9.58680332e-01
    2.30704827e-05   3.71373296e-02   1.06681924e-04   2.84843441e-06
    3.43118561e-03   1.73262606e-06]
 [  2.58459095e-02   1.62696019e-02   3.36823473e-03   9.23754424e-02
    4.55453154e-03   8.08764577e-01   1.74432504e-03   1.39284292e-02
    2.30379738e-02   1.01110423e-02]
 [  3.95144452e-05   8.64224639e-05   8.22817087e-01   2.10912491e-04
    7.17724934e-02   2.51727249e-03   6.06421791e-02   2.97748633e-02
    1.14408387e-02   6.98413583e-04]
 [  7.72979250e-03   2.90018761e-05   2.08132272e-03   6.67290296e-05
    5.61689492e-04   1.41605139e-02   9.74589348e-01   4.83785843e-05
    6.62539562e-04   7.07080035e-05]
 [  4.19564969e-07   6.84037150e-06   9.89037071e-05   9.51967991e-07
    9.94791508e-01   3.70005841e-06   4.73880628e-03   2.13490148e-05
    1.23143600e-05   3.25259432e-04]
 [  1.27208615e-02   6.29265969e-07   4.61319869e-04   2.15736590e-02
    4.36594164e-05   9.63773370e-01   2.20650298e-04   6.58801364e-05
    1.04703975e-03   9.29283851e-05]
 [  5.81002787e-05   9.84017737e-04   1.31262315e-03   1.82654461e-04
    4.34746593e-02   9.29247297e-04   9.52128351e-01   3.67412395e-06
    8.52126454e-04   7.45518773e-05]
 [  1.37884701e-02   8.22930783e-02   2.80948286e-03   1.01219360e-02
    1.75646267e-06   8.78061116e-01   7.21024873e-04   6.70625959e-05
    1.20911244e-02   4.49731415e-05]
 [  1.85770856e-04   1.16176300e-01   8.76006067e-01   3.17672687e-03
    3.87663658e-06   3.69904970e-04   5.41106041e-04   4.87860998e-05
    3.48560628e-03   5.82813573e-06]
 [  3.30160510e-05   9.59491074e-01   7.02814606e-04   2.81394199e-02
    1.68990999e-04   1.46647144e-04   7.67979291e-05   6.27389038e-03
    1.78224116e-03   3.18512483e-03]
 [  8.06959288e-04   4.43898514e-02   1.17576995e-03   2.92312615e-02
    1.47639420e-02   1.20012350e-01   4.94736340e-03   1.47797586e-03
    6.44159794e-01   1.39034748e-01]
 [  2.45955284e-03   3.35020758e-02   9.01104063e-02   6.28121523e-03
    4.39984072e-03   4.18705959e-03   1.57364327e-02   8.32605641e-04
    8.36806834e-01   5.68395620e-03]
 [  1.55299887e-04   7.68212660e-04   4.87109460e-03   1.18900812e-03
    7.74916828e-01   5.33746963e-04   1.75417610e-03   1.44966589e-02
    4.54057604e-02   1.55909166e-01]
 [  2.73576938e-04   1.69785030e-03   9.93103441e-03   3.89358174e-04
    2.27263700e-02   1.59290724e-03   9.59237099e-01   2.19344234e-04
    2.97981477e-03   9.52618022e-04]
 [  7.67788788e-06   2.53233202e-02   4.22619097e-02   4.86458763e-02
    5.28513500e-03   3.15044052e-03   6.53893629e-04   1.32756308e-02
    8.49716187e-01   1.16799045e-02]
 [  5.95187885e-04   1.11787858e-05   2.85442616e-03   9.78500664e-01
    8.07456146e-08   3.13251163e-03   1.30858623e-07   3.48619069e-03
    1.12197585e-02   1.99799775e-04]
 [  8.87568854e-03   9.59568191e-03   5.65169930e-01   3.67061943e-02
    1.78116515e-01   9.04424489e-03   1.21724717e-02   1.45317549e-02
    1.73221100e-02   1.48465410e-01]
 [  5.35624031e-06   2.12714599e-06   1.09573248e-05   1.79959843e-05
    5.35549646e-07   1.81143114e-03   1.19120375e-06   1.31971810e-05
    9.98077035e-01   6.01596294e-05]
 [  3.28397655e-05   3.11931159e-04   4.02789825e-04   2.31871445e-06
    9.93009448e-01   6.87712512e-04   5.20171458e-03   7.39875077e-06
    1.29854787e-04   2.13884981e-04]
 [  3.43382912e-04   9.48560715e-01   4.01900662e-03   1.27850501e-02
    1.07739435e-03   8.72814737e-04   6.59111305e-04   1.83483791e-02
    9.15682130e-03   4.17728489e-03]
 [  1.25662982e-03   8.81190717e-01   2.39274632e-02   2.27223034e-03
    1.46416072e-02   1.21636887e-03   3.92542221e-02   5.60804328e-04
    3.42297964e-02   1.44995516e-03]
 [  9.96989429e-01   8.72993411e-08   1.72414846e-04   9.80391633e-04
    8.65295624e-06   7.48302671e-04   2.18562447e-04   4.22804551e-05
    8.25396564e-04   1.43419820e-05]
 [  3.58722694e-02   1.24007016e-02   3.48886512e-02   2.50084344e-02
    7.49251842e-02   6.12377286e-01   7.41507560e-02   2.60442682e-03
    9.60736275e-02   3.16985697e-02]
 [  5.35645697e-04   1.15913881e-05   1.92275656e-05   2.10745071e-04
    6.22874504e-05   9.94274914e-01   3.16773239e-03   8.08276127e-06
    1.61504978e-03   9.47103690e-05]
 [  2.81323417e-04   7.74751010e-04   5.09764242e-04   9.90990281e-01
    3.19744722e-05   5.78657491e-03   1.75362351e-04   5.98344668e-05
    8.72213917e-04   5.17874840e-04]
 [  1.93182658e-02   3.89920315e-04   3.22668860e-03   1.60791233e-01
    2.98952160e-04   7.70521224e-01   3.45138577e-03   1.35392947e-05
    4.07389961e-02   1.24995376e-03]
 [  2.95662205e-04   9.91164625e-01   1.55147153e-03   7.13141810e-04
    4.90463644e-05   1.05629835e-04   6.92976231e-04   1.27967476e-04
    5.21364901e-03   8.57526175e-05]
 [  4.91998605e-02   5.16036118e-04   5.14584826e-04   2.85849674e-03
    1.34741608e-03   4.16940860e-02   8.99324477e-01   3.29770031e-04
    3.56497243e-03   6.50326838e-04]
 [  2.28799530e-03   1.70114711e-02   1.54950947e-03   2.82815169e-03
    2.32157595e-02   3.27788889e-02   9.00494397e-01   3.45980916e-05
    1.90095380e-02   7.89803744e-04]
 [  2.20893766e-04   3.27399969e-02   6.01580087e-03   8.52715313e-01
    3.48079368e-04   3.63615043e-02   2.58737593e-04   1.04535451e-04
    6.74844980e-02   3.75082763e-03]]
INFO:tensorflow:probabilities = [[  1.31183234e-03   1.24596554e-04   1.79911469e-04   1.05374558e-04
    8.90314758e-01   7.33073708e-03   7.31182226e-04   1.30052911e-02
    4.66834428e-03   8.22279826e-02]
 [  5.34592655e-05   6.13230979e-03   1.41829636e-03   8.92509371e-02
    2.58633971e-01   4.93933912e-03   1.37217133e-03   3.89902480e-03
    3.05353012e-02   6.03765249e-01]
 [  1.30242028e-04   9.94096518e-01   8.92585551e-04   1.21478026e-03
    1.58054263e-05   3.49923066e-04   1.40045740e-04   9.53097420e-04
    1.96551415e-03   2.41437723e-04]
 [  2.96723936e-03   6.79936633e-03   1.27657840e-03   8.34433455e-03
    4.10999775e-01   4.95106988e-02   1.60020307e-01   1.33946270e-03
    1.11116916e-01   2.47625336e-01]
 [  9.84584391e-01   5.89975207e-06   2.87485193e-03   1.76403719e-05
    3.28049719e-05   1.20779814e-03   1.07698338e-02   1.00104240e-04
    3.38225975e-04   6.85963605e-05]
 [  1.81726797e-03   7.97050819e-03   9.21339728e-03   5.91990363e-04
    5.49027085e-01   6.20017014e-03   9.74477082e-03   3.25106480e-03
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    6.14692652e-08   1.62613742e-05   1.12257688e-03   7.67729276e-08
    2.46823542e-02   2.30624195e-07]
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    6.39102363e-04   4.32858150e-03   9.80729282e-01   2.51020992e-07
    1.18761305e-02   4.51079404e-06]
 [  9.30462993e-05   4.09154745e-04   9.57978070e-01   1.03996007e-03
    9.45863221e-03   8.94438825e-04   2.16782112e-02   6.40340340e-06
    8.40524770e-03   3.68588444e-05]
 [  2.91566266e-07   9.65794129e-07   1.26163755e-07   6.94626465e-07
    9.90723908e-01   7.07942760e-04   2.18589339e-05   3.87358392e-04
    5.77428495e-04   7.57938437e-03]
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    6.51065024e-09   1.13429921e-03   5.87463989e-09   7.68266455e-06
    7.06705687e-05   6.78789162e-04]
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    2.09866615e-04   9.48080793e-04   9.14910343e-03   2.25544922e-04
    9.53294039e-01   9.82374535e-04]
 [  3.11677724e-01   1.43401121e-04   1.22737559e-02   9.07450616e-02
    1.91417430e-03   2.95543045e-01   9.09928009e-02   2.30127270e-03
    1.84365734e-01   1.00430474e-02]
 [  1.32306889e-06   1.52111431e-06   5.14918902e-05   1.00666884e-05
    9.96228874e-01   5.23891882e-04   1.61225442e-04   1.19399549e-04
    1.23195816e-03   1.67024776e-03]
 [  7.48850056e-04   5.10448558e-07   1.02038703e-05   1.35286711e-04
    1.87385140e-05   9.98286903e-01   6.76623487e-04   5.13832583e-06
    8.86135967e-05   2.90614989e-05]
 [  5.52860110e-05   5.72578119e-06   8.88277573e-05   7.91926563e-01
    8.28965130e-05   1.24184981e-01   1.03634138e-05   1.48479143e-04
    6.99986294e-02   1.34982588e-02]
 [  8.07654636e-04   2.99122325e-06   2.24493604e-04   4.86794772e-04
    1.14663728e-02   4.23484744e-04   2.59525084e-04   7.48296408e-03
    7.52169592e-03   9.71324027e-01]
 [  8.80032661e-04   3.86648317e-05   2.40050908e-03   2.72926153e-03
    5.20157220e-04   7.67742574e-01   2.19929397e-01   7.04521017e-06
    5.61156217e-03   1.40769363e-04]
 [  1.67644792e-03   3.97559721e-03   4.33104746e-02   2.12310012e-02
    7.43128359e-01   1.78225525e-02   1.99660789e-02   1.96153466e-02
    3.99884582e-02   8.92856866e-02]
 [  1.13499838e-04   9.91416395e-01   6.32443931e-04   3.27978074e-03
    7.15536880e-05   1.49841508e-04   1.11929709e-04   5.05339121e-04
    3.47636058e-03   2.42997223e-04]
 [  1.25262048e-03   1.40294133e-05   1.28680374e-02   5.42133152e-01
    6.80965240e-05   2.59123347e-03   3.42183594e-05   1.40999051e-04
    4.38574344e-01   2.32331734e-03]]
INFO:tensorflow:global_step/sec: 158.022
INFO:tensorflow:loss = 0.30319, step = 9201
INFO:tensorflow:probabilities = [[  9.85494189e-05   1.09428838e-04   4.84166318e-04   3.87349282e-04
    5.41424612e-03   1.46940257e-03   1.73955201e-03   7.81783383e-05
    9.82663810e-01   7.55539723e-03]
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    2.40478478e-03   1.92236528e-03]
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    2.82444414e-02   2.45683324e-02]
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    2.41306946e-02   4.46603008e-05]
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    3.90261867e-08   1.56858249e-07]
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    8.33423343e-03   2.26627235e-04]
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    2.02732801e-04   4.20787001e-06]
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    1.43910493e-05   4.46829290e-07]
 [  1.89232785e-04   9.59458430e-06   2.94236845e-04   5.59336389e-04
    4.68524877e-06   1.20729697e-03   1.29580684e-07   9.84102190e-01
    1.92217540e-03   1.17110917e-02]
 [  8.28529010e-04   9.65974748e-01   5.14191017e-03   5.93313714e-03
    9.85171064e-04   1.63884019e-03   7.83932582e-03   2.95962812e-03
    5.75762289e-03   2.94103962e-03]
 [  3.21065076e-04   2.37672590e-03   9.69344556e-01   1.86047945e-02
    1.04859867e-03   3.23531240e-05   2.80758063e-03   4.27312807e-06
    5.11809951e-03   3.41963692e-04]
 [  1.26288025e-04   8.05336458e-05   2.00260401e-05   7.99453468e-04
    9.01052076e-03   4.73364285e-04   5.82028952e-06   2.19335444e-02
    1.57778547e-03   9.65972662e-01]
 [  3.00237596e-01   3.76346143e-04   4.57620452e-04   1.32169709e-01
    7.09498709e-04   5.25660932e-01   1.06528180e-03   7.57401809e-03
    1.95664056e-02   1.21824984e-02]
 [  6.26320514e-07   1.21037926e-08   5.15760121e-07   1.26628822e-03
    2.26341990e-06   9.91000712e-01   8.61310696e-07   3.73847411e-06
    7.69297266e-03   3.20045219e-05]
 [  3.71014525e-04   1.06495412e-04   1.22179486e-01   7.37805188e-01
    3.84608051e-04   6.95847627e-03   1.15654911e-04   1.51833904e-03
    1.22916311e-01   7.64435949e-03]
 [  2.68269446e-06   4.21927552e-06   6.17575497e-05   9.97964740e-01
    1.25384922e-05   1.04307244e-03   9.21297598e-08   1.42003279e-04
    7.76788802e-05   6.91153575e-04]
 [  2.28291960e-03   8.10472488e-01   1.78802144e-02   2.07123440e-02
    1.73453870e-03   6.52607903e-02   3.74848098e-02   1.39559514e-03
    4.08571623e-02   1.91904500e-03]
 [  4.73863562e-04   3.62998217e-05   1.38797241e-05   2.01450493e-02
    2.15862319e-03   1.30406423e-02   1.53141409e-05   1.30017539e-02
    3.15641146e-03   9.47958171e-01]
 [  1.17334821e-06   7.18835645e-06   4.22935636e-06   2.31573867e-05
    9.98926818e-01   1.04475970e-04   2.79636060e-05   5.47473428e-06
    8.46891562e-05   8.14901432e-04]
 [  1.32909379e-04   4.10667963e-06   8.39018685e-06   9.65502679e-01
    4.71653067e-07   1.91726480e-02   1.64128835e-08   5.96003429e-06
    1.41221611e-02   1.05069065e-03]
 [  2.07184741e-04   5.08787598e-05   2.63663696e-05   9.64875985e-03
    3.96921605e-05   5.97739518e-01   2.54629849e-05   1.87017285e-05
    3.91587168e-01   6.56390970e-04]
 [  1.00565946e-03   4.38062756e-07   4.75791830e-06   6.10264717e-04
    5.96026832e-04   2.18134117e-03   4.95293989e-07   9.46040690e-01
    1.52741239e-04   4.94076200e-02]
 [  9.98545051e-01   6.84208024e-10   1.69183886e-06   6.15575618e-06
    2.74562373e-09   1.41373998e-03   3.08578128e-05   2.38019922e-07
    1.74000400e-06   5.13037605e-07]
 [  2.49275588e-04   9.83719170e-01   1.14875333e-03   8.60721245e-03
    4.25155537e-04   7.18515425e-04   5.11612743e-04   2.32630526e-03
    1.55129714e-03   7.42664095e-04]
 [  9.97126639e-01   4.04848244e-09   9.49149126e-07   1.84778124e-04
    4.05703160e-09   2.55897013e-03   6.66451524e-05   1.52603846e-07
    6.19550483e-05   4.01134379e-08]
 [  1.58483206e-04   9.88602996e-01   2.10356573e-03   2.13684910e-03
    6.30425115e-04   1.84342862e-04   2.87262985e-04   1.05246122e-03
    4.67539951e-03   1.68341416e-04]
 [  4.76912355e-05   1.56284023e-05   2.29869690e-02   3.80594292e-06
    1.34575326e-04   2.16444638e-02   9.55102384e-01   4.04262401e-08
    6.31706862e-05   1.24537576e-06]
 [  2.42202077e-04   9.17451805e-04   2.48408946e-03   2.21611257e-03
    7.54438639e-01   1.41224649e-03   9.75798874e-04   1.13245510e-02
    8.28859396e-04   2.25160003e-01]
 [  2.37587185e-04   5.11880324e-04   9.89964187e-01   5.46088675e-04
    4.90061240e-03   6.91327805e-05   1.16517919e-03   8.36238323e-04
    5.84209454e-04   1.18498830e-03]
 [  2.97989491e-08   1.02462664e-05   1.07536994e-06   7.78940957e-05
    8.99340307e-07   5.92097706e-07   6.32233466e-09   9.99818623e-01
    8.00778616e-06   8.27136682e-05]
 [  1.02344245e-06   2.37767177e-04   9.98017073e-01   1.44101179e-03
    1.05580202e-08   1.59905414e-06   2.42240958e-07   2.02965588e-04
    9.82713755e-05   6.58867023e-08]
 [  6.64598656e-06   6.11280630e-05   2.81598856e-04   5.11161161e-05
    1.99560122e-06   1.99024234e-05   1.32988820e-08   9.97363627e-01
    1.81951269e-04   2.03206390e-03]
 [  2.68365751e-04   1.77700538e-03   1.29924645e-03   2.91827274e-03
    2.89384753e-01   2.45459890e-03   6.42684638e-04   8.34898744e-03
    2.90949009e-02   6.63811147e-01]
 [  9.21605170e-01   6.11464566e-06   4.40999138e-04   6.70557469e-02
    1.77310831e-05   2.11258582e-03   5.86787464e-05   4.63636080e-03
    1.89224840e-03   2.17429013e-03]
 [  6.65463216e-04   1.14300884e-02   3.29444520e-02   3.13277468e-02
    3.31208743e-02   4.24251845e-03   9.79494117e-03   1.23737426e-03
    8.60792875e-01   1.44436667e-02]
 [  9.03246764e-05   1.90956653e-05   1.42637035e-02   7.99676239e-01
    3.16453765e-07   5.03192563e-03   2.80553504e-05   1.80716574e-01
    1.04014638e-04   6.97965661e-05]
 [  7.20628066e-07   1.07461358e-06   1.52561115e-03   9.98406708e-01
    4.81173608e-08   5.60266853e-05   9.90799322e-07   1.37900827e-07
    8.57748000e-06   2.13462187e-07]
 [  7.47429283e-07   6.29615624e-06   7.23028134e-05   4.73918846e-07
    5.88905677e-05   1.32397608e-05   9.99823987e-01   1.98763495e-09
    2.36915475e-05   3.15196843e-07]
 [  6.88944710e-04   1.42036457e-04   2.97596399e-02   1.13023729e-04
    6.58818632e-02   4.74204542e-04   9.01125312e-01   4.33180336e-04
    6.27936533e-05   1.31900038e-03]
 [  2.17869485e-04   4.24072816e-04   1.52614608e-03   8.26674700e-02
    1.47076498e-04   1.30534836e-03   3.15401826e-06   9.08954442e-01
    8.93244462e-04   3.86119424e-03]
 [  1.44601945e-05   3.26884678e-04   5.24686882e-04   7.24642960e-05
    9.88255143e-01   3.57479468e-04   2.34017242e-03   1.20552948e-04
    2.45458185e-04   7.74279004e-03]
 [  1.96709409e-02   3.25841720e-05   2.72005916e-01   1.11770316e-03
    5.71150661e-01   6.77764707e-04   6.22046832e-03   5.20309899e-03
    5.44861890e-04   1.23376071e-01]
 [  4.33659989e-05   9.96360481e-01   3.86875035e-04   1.06197188e-03
    9.76735901e-05   5.49469478e-05   4.99139889e-04   2.76786857e-04
    1.13276078e-03   8.61261360e-05]
 [  5.42093592e-04   4.55038753e-05   5.37750166e-05   1.30284742e-01
    1.13462556e-04   8.45999777e-01   4.55990194e-05   1.44707054e-04
    1.23380115e-02   1.04323253e-02]]
INFO:tensorflow:probabilities = [[  4.13489687e-07   3.33182101e-07   7.19045374e-06   9.74497598e-05
    1.24079563e-07   1.67203859e-06   4.09100698e-10   9.99609053e-01
    2.03049931e-05   2.63590046e-04]
 [  7.34489819e-04   5.00980765e-04   9.20342803e-02   2.44919732e-02
    1.46058977e-01   5.89470984e-03   1.84854586e-03   1.74311876e-01
    8.98087490e-03   5.45143247e-01]
 [  1.21300822e-04   5.65394612e-06   1.81392315e-04   1.17599961e-06
    2.22386225e-04   1.40840173e-04   9.99135196e-01   1.34416632e-06
    1.83052442e-04   7.69022427e-06]
 [  9.94608045e-01   8.60200000e-09   1.93402389e-04   1.29322114e-04
    1.57987028e-08   5.00124088e-03   3.12438078e-06   4.71641251e-05
    1.56618098e-05   1.95997609e-06]
 [  8.85742156e-06   9.94943798e-01   1.72874774e-04   1.11928082e-03
    8.66218543e-05   1.12078094e-04   4.24774538e-04   1.84945427e-04
    2.80052726e-03   1.46215039e-04]
 [  2.93663528e-04   9.09033418e-03   3.66059854e-03   1.35154262e-01
    1.97077785e-02   2.10224297e-02   2.28191435e-04   3.56109105e-02
    1.16490543e-01   6.58741295e-01]
 [  1.04158433e-04   5.30402875e-04   1.36327045e-03   4.95257899e-02
    6.57514738e-06   4.07603756e-03   2.08665224e-05   1.85909652e-04
    9.42859828e-01   1.32722373e-03]
 [  1.10859552e-03   2.56478220e-01   3.63505888e-03   2.57041007e-02
    1.54201407e-02   1.22302677e-02   6.56436980e-01   5.17812907e-04
    2.65446883e-02   1.92412187e-03]
 [  9.96046126e-01   5.99520504e-08   1.43421858e-04   2.77614799e-06
    1.71906925e-06   3.11123580e-03   1.47652026e-04   5.48794787e-06
    4.94014239e-04   4.74207518e-05]
 [  9.43499326e-04   8.77787054e-01   6.83880411e-03   5.59939910e-03
    1.44066578e-02   1.53463345e-03   1.28939059e-02   5.32214111e-03
    6.93516880e-02   5.32217091e-03]
 [  4.43747529e-04   9.75429793e-06   1.17228647e-05   1.27520980e-04
    1.00637742e-04   2.95374030e-03   1.82413623e-06   9.86320674e-01
    1.72565575e-03   8.30465462e-03]
 [  3.53148198e-06   5.06503748e-05   9.98012662e-01   1.47876341e-03
    2.30465202e-09   1.56628778e-06   1.98141166e-07   1.70730596e-06
    4.51071595e-04   1.13298606e-08]
 [  8.82058448e-05   7.49435401e-07   1.35774945e-03   9.95337009e-01
    3.08780130e-08   6.22590014e-04   1.34935431e-06   4.77027973e-09
    2.59147072e-03   7.98361214e-07]
 [  7.30664178e-05   8.89865350e-06   1.19495625e-03   4.46214806e-03
    1.40074599e-06   2.83334230e-05   1.89130187e-08   9.90000069e-01
    1.06140615e-04   4.12509218e-03]
 [  4.14613569e-05   1.90517255e-07   5.44199395e-07   5.49188371e-05
    7.27294537e-04   4.96186316e-03   1.09222572e-06   9.88346875e-01
    2.10091588e-04   5.65567706e-03]
 [  1.08446999e-04   2.12178702e-06   7.61425472e-04   8.34077073e-05
    4.13672213e-04   4.31682070e-04   9.97803867e-01   4.29625197e-06
    3.80550657e-04   1.05935378e-05]
 [  1.46035100e-05   1.76082773e-03   9.94752526e-01   1.96745177e-03
    3.39296594e-06   1.66709725e-07   5.27307100e-04   8.80096050e-04
    6.44660395e-05   2.90109092e-05]
 [  1.96819556e-07   2.53647322e-05   2.85565984e-05   9.99833703e-01
    1.95845757e-07   8.02221984e-05   1.65080003e-08   1.43184379e-05
    1.66998143e-05   7.43526300e-07]
 [  1.30262633e-04   5.36129955e-05   9.81849730e-01   3.39853647e-03
    2.22360210e-08   2.11043971e-05   4.36221126e-05   1.46981861e-07
    1.45029249e-02   1.27223672e-07]
 [  7.64663098e-03   2.00834402e-04   8.43694247e-03   5.96308529e-01
    2.21843329e-05   1.51829138e-01   4.81371389e-04   4.52851746e-05
    2.34815702e-01   2.13346881e-04]
 [  3.65855412e-05   6.17430146e-07   3.20332038e-05   9.99335587e-01
    1.42306504e-07   2.38025008e-04   1.45963730e-08   4.84280499e-05
    1.37895011e-04   1.70586747e-04]
 [  1.95272849e-03   4.53781780e-07   1.00553742e-04   3.85348173e-03
    6.04593367e-07   9.88834798e-01   4.03119158e-03   2.88842330e-07
    1.20032148e-03   2.55562845e-05]
 [  6.32886440e-05   9.88680601e-01   1.50861044e-03   3.19964439e-03
    1.66701866e-04   1.38992837e-04   5.99036575e-04   7.46335776e-04
    4.67792293e-03   2.18877554e-04]
 [  7.20370417e-06   1.04186020e-05   1.43207571e-05   9.38953890e-05
    1.28687361e-06   2.48669912e-05   3.82076992e-09   9.95666862e-01
    1.27419080e-05   4.16836934e-03]
 [  1.06267526e-03   1.44351789e-05   6.52611052e-05   7.18941272e-04
    2.85374059e-04   4.18245234e-03   4.51648361e-07   8.90913486e-01
    1.91685394e-04   1.02565169e-01]
 [  8.98718019e-04   1.70199579e-04   1.59591937e-03   3.11138155e-03
    1.06789302e-02   9.27994490e-01   1.54944239e-02   1.25978404e-04
    3.95969637e-02   3.32969968e-04]
 [  5.51521371e-04   3.60390877e-05   3.49105336e-03   2.10517064e-05
    9.70436573e-01   4.38662595e-04   1.97672993e-02   7.14372669e-04
    1.63848410e-04   4.37964546e-03]
 [  4.42374386e-02   5.39831468e-04   2.18628645e-01   7.96960369e-02
    2.21236551e-05   4.60018784e-01   1.41546339e-01   2.41093294e-04
    5.50367869e-02   3.29407048e-05]
 [  4.71517581e-08   1.50291442e-06   3.81439304e-06   8.87643728e-06
    8.36696827e-08   2.68179974e-07   1.91181737e-10   9.99850750e-01
    6.67187749e-07   1.33937268e-04]
 [  2.76595460e-06   4.36597300e-04   4.55721674e-05   9.98965383e-01
    1.23621840e-05   2.03796459e-04   4.42425687e-07   7.23707708e-05
    1.28678657e-04   1.31904424e-04]
 [  4.16141702e-05   2.44121715e-01   1.07194386e-01   2.10949868e-01
    3.93761462e-03   9.27778892e-03   2.25137509e-02   3.88525017e-02
    3.59276205e-01   3.83457681e-03]
 [  5.62782370e-05   1.01965925e-04   1.12945568e-02   5.02801016e-02
    3.19912760e-06   1.63469027e-04   8.27068015e-06   6.62358980e-06
    9.38075840e-01   9.69003668e-06]
 [  2.10084720e-04   2.71119090e-04   1.34188458e-05   8.78726691e-03
    3.50718183e-04   3.79833719e-03   1.88749236e-05   1.28191127e-03
    6.73461795e-01   3.11806440e-01]
 [  9.59919489e-05   3.27605903e-07   6.60760270e-04   2.20232505e-06
    1.61401753e-04   1.52793757e-04   9.98916507e-01   3.91231993e-07
    7.42727025e-06   2.28411636e-06]
 [  1.11830333e-04   9.93599653e-01   3.06995586e-03   1.05031126e-04
    6.06081412e-05   6.63475075e-05   9.58037737e-04   2.91164150e-04
    1.67486060e-03   6.25248358e-05]
 [  4.89490398e-04   1.03022394e-05   3.43992142e-05   6.17177808e-04
    7.54561261e-05   1.17647997e-03   7.05672505e-07   9.95536685e-01
    1.01750382e-04   1.95753295e-03]
 [  8.51094501e-06   1.47064075e-05   9.97682929e-01   1.05513574e-03
    8.64618812e-07   1.83270390e-06   1.22539552e-06   1.21880416e-03
    1.68720851e-06   1.44124451e-05]
 [  4.80396848e-05   7.78008107e-05   2.26011034e-04   6.61141938e-03
    2.74569775e-05   1.11515053e-01   7.17964213e-06   8.29355849e-05
    8.80306602e-01   1.09744025e-03]
 [  1.36563915e-03   9.02154716e-04   2.59019202e-04   3.84488073e-03
    6.60148857e-04   7.91818023e-01   7.63573125e-02   2.91826552e-07
    1.24776505e-01   1.60763266e-05]
 [  2.88858729e-07   2.88691317e-05   8.41601213e-05   4.39154916e-03
    3.91127514e-07   6.11798941e-06   2.89119440e-09   9.94857907e-01
    6.53034440e-05   5.65298891e-04]
 [  1.20511777e-05   1.49649595e-05   6.37073299e-07   9.07830312e-04
    1.36960635e-03   1.13415939e-04   3.97142514e-07   2.33619530e-02
    1.01277627e-04   9.74117815e-01]
 [  3.66981432e-08   2.54284657e-07   9.99909520e-01   8.64041504e-05
    5.48377876e-08   3.74684328e-09   3.71766532e-06   5.94341891e-08
    1.72710259e-07   1.13874743e-09]
 [  4.11896035e-05   9.88178790e-01   1.33003271e-03   7.41681957e-04
    2.63623922e-04   1.16061571e-03   5.99277788e-04   7.09975429e-04
    6.60623517e-03   3.68621026e-04]
 [  9.80627358e-01   2.72545985e-05   7.76926463e-04   8.09178036e-03
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    3.41132909e-01   2.16415860e-02]
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    8.77713144e-04   5.73931902e-05]
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    7.74496701e-03   4.42786664e-01]
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    6.71811178e-02   2.60619656e-03   4.44667639e-05   3.54396850e-02
    1.45239690e-02   7.62105167e-01]
 [  3.71197348e-05   6.79003075e-04   9.85418677e-01   1.02534620e-02
    3.10516160e-04   1.63819766e-06   3.31654388e-04   1.14126632e-03
    1.80701946e-03   1.97427762e-05]
 [  2.99442576e-07   1.01966712e-07   2.03110676e-06   6.42934810e-06
    9.98528719e-01   7.82647912e-05   1.34258604e-04   1.03271741e-05
    1.19808690e-04   1.11965218e-03]
 [  2.69576844e-07   2.83334867e-09   2.43333549e-08   1.34113338e-06
    9.01823825e-08   3.18129833e-06   1.82246752e-11   9.99557674e-01
    2.16349520e-07   4.37228824e-04]
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    1.44697836e-07   9.74903349e-04   2.80619808e-03   4.42655875e-07
    6.56925782e-04   2.00215118e-06]
 [  1.39212981e-02   8.62232235e-04   5.20820636e-03   2.06023641e-02
    5.68193430e-03   3.13621238e-02   1.04984445e-02   3.20295920e-04
    8.79862785e-01   3.16803306e-02]
 [  9.32479179e-06   1.50858477e-06   1.94169352e-05   2.98536383e-04
    1.05276577e-07   2.21072969e-06   1.01342124e-09   9.97208059e-01
    2.43357772e-06   2.45848275e-03]
 [  1.15454872e-03   5.39336354e-04   2.64046318e-03   9.79747832e-01
    4.77140111e-06   1.45107396e-02   2.56115582e-05   9.65247309e-05
    1.05726055e-03   2.22914590e-04]
 [  1.56732872e-02   5.94481528e-02   4.06208992e-01   6.28366247e-02
    3.01769981e-03   5.26715741e-02   7.28089828e-03   1.42886102e-01
    2.17420503e-01   3.25561203e-02]]
INFO:tensorflow:global_step/sec: 157.834
INFO:tensorflow:loss = 0.311782, step = 9301
INFO:tensorflow:probabilities = [[  2.61921315e-07   4.04701780e-07   6.91407477e-05   3.42239014e-06
    9.53022838e-01   4.54248839e-05   1.32770092e-05   5.97676029e-04
    7.97088665e-04   4.54504155e-02]
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    2.43224235e-07   2.00871691e-05]
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    7.82018062e-03   9.77820098e-01]
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    2.17695553e-02   1.33149582e-03]
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    7.84985779e-04   6.61434751e-05]
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    3.77010438e-04   2.44608626e-01]
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    1.20409859e-05   3.62702508e-08]
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    1.92805630e-04   2.38202997e-02]
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    3.78201150e-07   8.64995457e-07   2.01562107e-05   2.46600564e-07
    2.57559168e-06   2.37896458e-07]
 [  6.92472269e-04   4.10568788e-07   2.78755237e-04   1.66249038e-07
    1.98267066e-04   3.92199465e-04   9.98376727e-01   2.75914118e-08
    4.28737658e-05   1.81250052e-05]
 [  1.81016032e-04   1.52624608e-07   2.49774962e-06   5.87466820e-05
    5.66997053e-03   9.44763451e-05   1.76502112e-07   2.49665678e-02
    8.94868863e-05   9.68936920e-01]
 [  2.94886809e-03   7.38946855e-01   4.91058407e-03   1.88593771e-02
    1.63696986e-03   2.65051075e-03   2.31066486e-03   5.13793854e-03
    2.21269056e-01   1.32914423e-03]
 [  1.35031412e-04   4.66953701e-04   8.50424811e-04   9.79667962e-01
    3.83098668e-04   1.76971648e-02   3.49386450e-04   2.19673981e-04
    1.93194413e-04   3.70137459e-05]
 [  4.02325066e-04   3.25147121e-05   4.31198772e-04   2.39195842e-02
    3.90768255e-04   9.37233686e-01   3.98726389e-03   3.03851107e-06
    3.27618979e-02   8.37579544e-04]
 [  1.07448489e-06   1.56358132e-04   7.15287897e-05   9.96048629e-01
    3.73767932e-07   2.82296503e-04   2.67680278e-08   2.86359154e-03
    2.13092848e-04   3.63052095e-04]
 [  9.90095359e-05   3.02283303e-03   3.69772874e-02   3.61811630e-02
    3.40245198e-04   6.10355660e-03   3.46189590e-05   5.84330201e-01
    1.69027448e-01   1.63883671e-01]
 [  9.99573529e-01   1.95938776e-09   3.81260121e-04   3.08065296e-06
    6.68954545e-11   1.66659302e-05   1.25613110e-06   3.09960804e-08
    2.40689369e-05   2.05132373e-08]
 [  6.27862173e-05   9.68334794e-01   1.39339431e-03   7.57516129e-03
    6.53219933e-04   4.61697113e-03   3.52757447e-03   1.84917168e-04
    1.26977181e-02   9.53458017e-04]
 [  2.37340597e-03   3.98003906e-02   5.78507900e-01   1.07349515e-01
    6.15807803e-05   2.11041439e-02   1.62673692e-04   2.37633333e-01
    1.26705840e-02   3.36469064e-04]
 [  3.69714508e-06   4.73223263e-05   1.72550199e-06   5.77120343e-04
    1.43579459e-02   8.77639977e-04   1.08351753e-06   2.59815902e-02
    4.67894570e-04   9.57683980e-01]
 [  8.90119467e-04   4.45092592e-05   8.17703723e-04   3.02679278e-03
    1.08191552e-05   9.79261339e-01   2.20692251e-03   6.26849987e-06
    1.36929033e-02   4.25964136e-05]
 [  9.89757755e-05   1.19213100e-05   1.75422116e-04   1.54472917e-04
    9.49531674e-01   6.97480980e-03   5.17828763e-03   2.59889429e-03
    3.03809240e-04   3.49717587e-02]
 [  7.71777309e-07   2.29886882e-06   9.40160191e-07   2.35836167e-04
    4.57728468e-03   1.75819019e-04   1.08578391e-07   4.26096134e-02
    7.61758638e-05   9.52321112e-01]
 [  5.09666861e-05   3.69366426e-05   6.42838771e-04   9.92642939e-01
    7.90427384e-06   1.24774291e-03   1.37472580e-06   2.46103667e-03
    1.85178465e-03   1.05643459e-03]
 [  3.98000906e-04   9.83239591e-01   8.88877723e-04   3.34948418e-03
    5.29901939e-04   9.20263119e-04   3.45925568e-04   4.38769488e-03
    4.41417424e-03   1.52607751e-03]
 [  8.07716250e-01   2.59257899e-06   1.44287080e-01   1.79739750e-03
    5.13392843e-06   8.13180581e-04   5.67391653e-05   4.26676124e-02
    2.60797126e-04   2.39332882e-03]
 [  7.59871036e-04   9.41518345e-04   1.07773887e-02   2.04082713e-01
    8.70636012e-03   5.29664904e-02   5.49858212e-02   6.24359846e-01
    5.28110471e-03   3.71390097e-02]
 [  5.17907154e-07   1.14040795e-05   1.61427361e-05   1.14055205e-04
    9.74745810e-01   1.39537617e-04   7.75072258e-05   1.43644167e-04
    1.02021277e-03   2.37311255e-02]
 [  1.69259124e-03   3.41108193e-06   2.71754377e-02   2.53087928e-04
    2.25647291e-05   4.39141179e-03   1.86798989e-03   3.19019068e-06
    9.64529574e-01   6.06896247e-05]
 [  5.66917064e-04   1.08537817e-04   3.06522445e-04   6.58788765e-03
    5.97544386e-05   2.35769510e-01   2.45054161e-06   1.45212850e-02
    7.32190371e-01   9.88672394e-03]
 [  8.86153546e-04   2.56706312e-06   2.02224292e-05   2.76298844e-04
    6.00763713e-04   4.12111491e-04   3.10592014e-07   6.26816988e-01
    5.82597044e-04   3.70401978e-01]
 [  1.03924302e-02   1.90487117e-01   6.73954189e-02   6.99959815e-01
    3.08280258e-04   1.28142340e-02   6.55253930e-03   6.64803199e-03
    2.68986984e-03   2.75224610e-03]
 [  8.61045539e-01   1.10792303e-06   1.67011167e-04   7.98967667e-04
    7.86804776e-07   1.15895726e-01   1.41019041e-06   4.86377301e-03
    5.32777002e-03   1.18976953e-02]
 [  5.02342627e-05   4.65531366e-06   1.53239307e-05   6.54697302e-04
    2.10289509e-05   9.41176891e-01   7.70527113e-05   1.08122455e-04
    5.77782467e-02   1.13713417e-04]
 [  1.59109361e-03   6.74824172e-04   5.53388498e-04   7.23906308e-02
    1.27564196e-03   2.09948584e-01   1.21829729e-03   2.78636697e-04
    7.05334246e-01   6.73462218e-03]
 [  2.59552471e-04   8.78016877e-08   7.10492386e-05   2.70793009e-07
    1.18235577e-04   1.14815331e-04   9.99350727e-01   3.28489307e-07
    5.09204765e-05   3.40987681e-05]
 [  2.07003268e-06   5.12486793e-07   8.62679910e-03   1.32362242e-04
    9.87529755e-01   6.05403620e-05   4.49644867e-04   8.89936491e-05
    1.03961298e-04   3.00538260e-03]
 [  2.81076263e-05   1.41063367e-07   1.15055952e-03   1.84414932e-06
    9.97293055e-01   1.34970587e-05   1.03150343e-03   1.31222441e-05
    1.11453000e-05   4.57049027e-04]
 [  8.65335227e-04   8.03466319e-05   9.89720881e-01   6.99931569e-03
    7.53099230e-05   2.99007166e-04   4.90250706e-04   7.63789194e-06
    1.45624310e-03   5.82674966e-06]
 [  5.80966764e-04   5.97225198e-06   9.04231973e-04   4.52477723e-01
    3.94011181e-07   6.39126673e-02   5.21231556e-08   4.81107742e-01
    4.37586074e-04   5.72759367e-04]
 [  3.33200354e-04   3.67172398e-02   6.40628743e-04   2.63926741e-02
    2.61118039e-02   7.50948861e-03   5.54339204e-04   2.64350828e-02
    2.11296808e-02   8.54175806e-01]
 [  9.55226733e-06   7.74361766e-08   9.99891281e-01   9.72417984e-05
    1.50340966e-08   6.22570937e-08   9.64625883e-07   3.84896666e-08
    5.95901213e-07   6.31724006e-08]
 [  6.21355081e-04   5.07006371e-06   1.28190324e-04   3.40748047e-05
    2.63645896e-03   5.25098876e-04   9.91904438e-01   3.97474423e-06
    4.13685618e-03   4.36545224e-06]
 [  3.34029980e-02   4.08993128e-06   4.65257093e-02   1.16678302e-05
    4.75195644e-04   1.10993639e-03   7.51802772e-02   5.59713662e-05
    8.42170358e-01   1.06376875e-03]
 [  9.91765320e-01   1.14366339e-08   4.17559501e-03   7.39819021e-04
    5.18958820e-10   3.30178789e-03   3.99920009e-06   7.04717922e-06
    3.56823216e-06   2.80815652e-06]
 [  1.20303794e-05   1.31318120e-05   3.19087235e-06   7.91006823e-05
    9.48808249e-03   4.64424847e-05   1.22438553e-06   1.32523449e-02
    1.68828614e-04   9.76935625e-01]
 [  3.36843019e-04   9.48604822e-01   1.36439851e-03   2.01641042e-02
    1.88960298e-03   4.91961895e-04   3.82316852e-04   1.62658617e-02
    6.67378725e-03   3.82628012e-03]
 [  6.38432721e-06   4.52168422e-07   1.82683265e-03   9.40995778e-06
    2.64185038e-03   3.15267476e-04   9.95158374e-01   4.50610941e-07
    3.66687382e-05   4.26434008e-06]
 [  5.21864835e-03   3.55522701e-04   6.03701861e-04   9.13392529e-02
    3.50941904e-02   8.49249840e-01   1.50404254e-03   7.05625338e-04
    3.56623111e-03   1.23630185e-02]
 [  9.99972820e-01   3.80994125e-11   1.96041947e-05   8.63445848e-08
    5.99374728e-09   1.75343735e-06   3.87338559e-06   1.07043786e-06
    4.13408316e-07   4.86675674e-07]
 [  9.97565150e-01   6.08258821e-09   7.33832305e-04   3.86715517e-04
    1.26615805e-06   5.14795713e-04   5.24617826e-06   1.27364750e-04
    1.00009165e-05   6.55593467e-04]
 [  9.99891639e-01   5.09106854e-11   3.65004644e-06   4.65357346e-07
    3.54658941e-10   1.02034988e-04   2.99912500e-07   4.96395160e-07
    1.19985486e-06   1.39053114e-07]
 [  9.95942414e-01   3.45299149e-08   5.88626717e-04   3.98756056e-05
    3.34794805e-08   2.46266765e-03   7.72554835e-04   2.82801238e-06
    1.89260332e-04   1.70919031e-06]
 [  2.20954709e-04   3.97060721e-05   9.96128082e-01   6.40030776e-04
    3.04594573e-06   1.29741820e-05   5.58872824e-04   3.99770579e-05
    2.30608624e-03   5.02176918e-05]
 [  8.02516714e-02   1.27418535e-02   3.41985468e-03   3.38635547e-03
    7.33985156e-02   6.60725594e-01   1.38192132e-01   2.29772762e-03
    2.15177871e-02   4.06852225e-03]
 [  5.43679297e-01   4.64503565e-08   8.87469796e-04   3.24705150e-04
    1.40855609e-05   1.91492677e-01   5.31069236e-03   3.12740216e-03
    2.53448009e-01   1.71567162e-03]
 [  1.93998145e-04   4.15273325e-06   2.06336379e-02   2.76171031e-05
    3.33648175e-02   4.71119783e-05   9.44145262e-01   3.49613692e-04
    1.19027926e-03   4.35628135e-05]
 [  4.04644087e-02   5.79090083e-05   9.22620833e-01   1.98474880e-02
    7.16946612e-04   4.58794209e-04   4.33361251e-03   3.37489787e-03
    3.07816360e-03   5.04703727e-03]
 [  1.55142101e-03   4.89755243e-04   9.50223804e-01   1.16196731e-02
    5.89450030e-03   1.14934926e-03   2.74688099e-02   1.93638753e-05
    5.86543290e-04   9.96678136e-04]
 [  7.80788541e-05   4.82698488e-05   4.94941924e-05   2.64531380e-04
    1.21586654e-05   1.27549560e-04   9.00450630e-08   9.81127977e-01
    3.14874545e-04   1.79770384e-02]
 [  1.18941032e-04   3.78786062e-05   6.45497115e-04   1.94813952e-01
    5.90894045e-03   5.20285778e-02   1.58940074e-05   1.76568935e-03
    5.33382455e-03   7.39330769e-01]
 [  2.58177373e-04   4.58979521e-05   2.70247347e-05   4.94468899e-04
    2.68524047e-03   9.87220049e-01   8.04376602e-03   1.07876131e-05
    1.09837344e-03   1.16150775e-04]
 [  3.89590059e-06   7.19333912e-06   1.29123000e-05   6.06962712e-04
    9.10762012e-01   2.47574295e-04   6.23314991e-05   4.80786432e-04
    1.04802614e-03   8.67683291e-02]
 [  2.64505768e-04   9.81787324e-01   1.62150234e-03   1.88531994e-03
    2.05384495e-04   1.13051780e-03   9.21304163e-04   3.93151445e-03
    7.29411002e-03   9.58574179e-04]
 [  1.87516707e-05   2.47439175e-07   1.82934127e-06   1.58200535e-04
    1.05292618e-03   8.05700111e-05   1.95607527e-06   7.10701849e-03
    7.60065392e-04   9.90818441e-01]
 [  9.97723162e-01   2.34801121e-08   6.35999240e-05   6.23389933e-05
    6.83573873e-08   2.07640976e-03   8.50879587e-06   1.32619316e-05
    1.40564898e-05   3.83943261e-05]
 [  1.48422871e-04   5.03808027e-03   1.91710948e-03   6.18595958e-01
    7.90968625e-06   4.01350483e-03   8.20417790e-06   1.68562023e-04
    3.62301499e-01   7.80073972e-03]
 [  5.95862977e-04   3.14292987e-03   1.88579201e-03   1.94735301e-03
    1.38909472e-05   1.30537699e-03   2.20343514e-04   3.88208973e-05
    9.90756691e-01   9.29727175e-05]
 [  9.99898076e-01   3.52290264e-09   6.84547776e-05   1.35176936e-06
    3.02626946e-09   8.89836156e-06   1.75977002e-05   2.98502812e-07
    2.66190978e-06   2.67894734e-06]
 [  1.22747999e-02   7.58908510e-01   5.28830756e-03   8.71433597e-03
    1.62482122e-03   1.04029626e-02   2.26786602e-02   1.71667547e-03
    1.76046506e-01   2.34448444e-03]
 [  1.21492758e-06   5.55564270e-07   4.63594988e-05   1.29339111e-04
    9.63553905e-01   2.44284747e-04   4.20910510e-05   2.25247451e-04
    2.61741807e-03   3.31396088e-02]
 [  6.66839987e-05   9.41502571e-01   6.49020821e-03   8.67211726e-03
    3.62317171e-03   4.10698354e-03   2.00173468e-03   8.60247994e-04
    3.23257074e-02   3.50565708e-04]
 [  4.32190980e-04   9.78194296e-01   2.33991444e-03   7.54497712e-04
    1.41883735e-03   3.26121022e-04   6.54618721e-04   6.78736193e-04
    1.48368711e-02   3.63964355e-04]
 [  2.55239866e-05   2.67353880e-05   5.41952997e-03   1.10573322e-03
    5.50264143e-04   6.31589163e-03   1.92728117e-02   6.66312133e-07
    9.67190325e-01   9.25044078e-05]
 [  8.54733307e-03   7.74422006e-06   3.15762823e-03   3.62877427e-06
    1.38152344e-03   1.89812342e-03   9.84693170e-01   3.57050121e-05
    6.04119596e-05   2.14703745e-04]
 [  2.28660610e-05   5.49464952e-04   6.56285847e-05   7.97770739e-01
    2.08124984e-05   2.00793788e-01   1.64737321e-05   4.45963087e-05
    5.85260859e-04   1.30411252e-04]
 [  9.73239243e-01   5.29309473e-05   3.52129876e-03   6.43306784e-03
    2.19111753e-05   5.90422133e-04   7.05828471e-03   6.60958904e-05
    8.83687660e-03   1.79965806e-04]
 [  4.55455709e-04   9.66175616e-01   9.77702904e-03   2.23791390e-03
    3.26519622e-03   1.48980995e-03   1.30931952e-03   9.17897327e-04
    1.41964583e-02   1.75425434e-04]
 [  1.62711895e-05   9.95337844e-01   3.19796731e-04   9.49441397e-04
    4.15948016e-04   2.11219885e-05   4.17189061e-04   9.20817838e-05
    2.11834279e-03   3.11931391e-04]
 [  5.10753889e-05   9.83554304e-01   2.17224588e-03   2.74293614e-03
    1.03039481e-03   1.80689071e-03   3.21492879e-03   5.02152252e-04
    4.68800729e-03   2.36929089e-04]
 [  7.85769880e-05   9.21588944e-05   3.52528441e-05   9.97875214e-01
    2.08212867e-07   1.68828818e-03   1.48017864e-06   5.59908540e-06
    1.50213222e-04   7.29023668e-05]
 [  9.93578553e-01   2.41522429e-07   3.15524347e-04   5.25063842e-06
    1.31625184e-05   4.22114180e-03   1.58608041e-03   3.25596375e-06
    2.57538748e-04   1.94218155e-05]
 [  1.01975165e-04   1.22049118e-04   5.74216829e-04   1.65874430e-04
    6.05162582e-04   7.74731918e-04   1.60505075e-03   3.01397213e-05
    9.95693386e-01   3.27447488e-04]
 [  9.99966502e-01   2.99196154e-11   1.22253653e-07   6.22012450e-08
    1.05218050e-10   1.06024136e-05   3.53197294e-08   1.92825319e-05
    6.35160688e-08   3.27353632e-06]
 [  1.72440265e-03   1.96235822e-04   1.03856198e-01   1.82784975e-01
    3.25050337e-07   7.08876610e-01   1.00068341e-04   2.74990653e-05
    2.40988121e-03   2.39223118e-05]
 [  8.24215647e-04   9.32722449e-01   9.87687800e-03   1.74736902e-02
    7.39360985e-04   3.22344503e-03   1.41550391e-03   8.95242766e-03
    2.10818779e-02   3.69003881e-03]
 [  2.16917560e-05   9.95368838e-01   2.45297747e-03   2.28742632e-04
    1.15880335e-04   2.33504452e-05   2.49378034e-04   1.17865369e-04
    1.35507563e-03   6.60958030e-05]
 [  4.38317023e-02   1.27415136e-02   3.41082394e-01   1.12235239e-02
    7.02359248e-03   4.39422950e-02   7.74017423e-02   3.09882294e-02
    3.51489574e-01   8.02754834e-02]
 [  6.05025049e-03   1.64164957e-02   1.93280093e-02   3.13294120e-03
    1.90818403e-02   1.03034459e-01   2.29016151e-02   1.41874095e-03
    8.06422770e-01   2.21292698e-03]
 [  5.83444955e-04   9.86570179e-01   2.23857048e-03   8.49059550e-04
    4.79022623e-04   1.20213011e-03   3.29494127e-03   1.57438291e-04
    4.41580918e-03   2.09453676e-04]
 [  2.71348881e-06   1.04208013e-07   5.55259980e-08   4.36654000e-06
    1.00237467e-05   3.38286463e-06   1.13474241e-09   9.98375058e-01
    7.87102272e-06   1.59642438e-03]]
INFO:tensorflow:probabilities = [[  5.74039819e-04   9.99459715e-09   7.92233477e-05   2.52662794e-05
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    2.00956742e-06   8.47286894e-04   1.66210521e-06   1.08363647e-05
    9.98243809e-01   5.75581973e-04]
 [  9.92579162e-01   2.14602203e-08   2.42434748e-04   6.93473266e-05
    1.51628974e-05   6.44744420e-03   2.42626498e-04   3.01660824e-04
    5.08779922e-05   5.13347659e-05]
 [  7.65421370e-04   1.47090685e-02   7.64385913e-05   1.56304855e-02
    2.13646274e-02   2.68854834e-02   9.23713524e-05   3.13633531e-01
    7.93363433e-03   5.98909020e-01]
 [  5.78558119e-03   1.71909702e-03   4.11066692e-04   8.87730531e-03
    1.32002472e-03   7.20903993e-01   1.56781778e-01   2.03428999e-06
    1.04187354e-01   1.17808631e-05]
 [  8.88409346e-08   1.31126953e-07   6.28643022e-08   2.28846802e-05
    1.09554162e-06   1.09104349e-06   1.43678547e-09   9.99866009e-01
    3.84924806e-06   1.04721905e-04]
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    3.25369393e-03   4.89924802e-04]
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    8.23981594e-03   2.51508411e-03   4.00120043e-05   8.12699873e-05
    7.25677982e-02   9.11920190e-01]
 [  4.00876525e-05   1.49768233e-08   9.29207545e-06   3.44178698e-05
    3.34745157e-03   2.33032224e-05   4.17545039e-07   1.78934559e-02
    1.60738593e-04   9.78490829e-01]
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    1.83186319e-04   3.13421151e-05   8.93136457e-05   8.88680224e-04
    1.84034172e-03   1.88398437e-04]
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    4.20391052e-06   2.69251002e-04   7.38849508e-07   9.79713321e-01
    1.12008885e-04   1.63150183e-03]
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    1.78508495e-03   9.90217507e-01   2.38301256e-03   9.99087424e-05
    1.62564300e-03   1.52146129e-03]
 [  1.39199942e-03   1.53610934e-04   3.10988314e-02   6.88365772e-02
    1.29191764e-02   5.54779656e-02   1.58749390e-02   8.42691152e-05
    8.12062323e-01   2.10033543e-03]
 [  4.41817660e-03   2.53231954e-02   8.21734220e-02   3.74118209e-01
    6.54554367e-02   2.08942592e-01   6.42900006e-04   1.01936899e-01
    8.54770690e-02   5.15121147e-02]
 [  9.99100089e-01   1.68323226e-07   8.06395838e-05   2.00908093e-04
    1.04114652e-05   1.52664230e-04   3.37335659e-05   5.44459981e-05
    9.83051432e-05   2.68754753e-04]
 [  3.50794842e-04   7.55267174e-05   1.64747296e-03   4.31805104e-03
    7.22973406e-01   3.68918641e-03   7.92266859e-04   4.91600186e-02
    3.31496150e-04   2.16661766e-01]
 [  9.99972224e-01   9.99299254e-12   9.85704719e-06   1.02576814e-06
    8.03140748e-11   4.66538950e-06   2.15821601e-08   1.07880339e-07
    1.08981531e-05   1.19480387e-06]
 [  4.47080471e-04   2.99796998e-03   2.27221408e-05   4.54465160e-04
    7.73927022e-04   6.64160261e-03   4.82468704e-06   6.94650054e-01
    8.48217460e-04   2.93159187e-01]
 [  1.22879632e-03   6.46352708e-01   4.84142872e-03   2.55181082e-02
    1.36506096e-01   1.61528196e-02   3.82182822e-02   6.54996838e-04
    9.76796746e-02   3.28469947e-02]
 [  6.53141979e-06   9.21837966e-08   2.64120463e-05   5.01648174e-07
    1.85491645e-05   5.55941824e-06   9.99935627e-01   1.64729759e-08
    6.57822238e-06   1.42614823e-07]
 [  3.86519381e-03   7.43553828e-05   7.91665952e-05   6.20813608e-01
    4.53446009e-05   3.60876262e-01   4.70305240e-04   1.15256822e-04
    5.79509046e-03   7.86541868e-03]]
INFO:tensorflow:global_step/sec: 154.042
INFO:tensorflow:loss = 0.31502, step = 9401
INFO:tensorflow:probabilities = [[  3.53984682e-08   2.81476997e-09   1.76498354e-08   5.27894053e-06
    2.31798367e-08   6.95915958e-07   7.30218663e-12   9.99980688e-01
    5.05346065e-07   1.28032661e-05]
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    1.86741829e-01   3.58181745e-02]
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    1.01599633e-03   2.38736011e-02   8.33658152e-04   3.37447250e-06
    9.71070945e-01   1.11667393e-03]
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    1.04040401e-02   1.84054505e-02   1.88462541e-03   8.66189657e-04
    9.25223053e-01   2.65362971e-02]
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    5.18848305e-04   5.00307186e-03]
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    1.06633142e-01   1.33522883e-01]
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    3.08134288e-01   9.09392693e-05]
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    2.03498566e-04   1.15731755e-05]
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    7.84672126e-02   2.04592550e-04]
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    6.58486488e-06   3.48230219e-06   2.31687886e-06   3.26052803e-04
    5.39650671e-07   1.87691723e-04]
 [  1.78819118e-05   4.60930551e-07   1.91103700e-05   3.29377212e-06
    9.96339679e-01   9.91297347e-05   8.71321943e-04   6.95829862e-04
    3.47948750e-04   1.60532154e-03]
 [  4.63011496e-08   1.54393783e-04   9.99773681e-01   5.98565457e-05
    9.86045876e-08   9.77173187e-08   6.38509437e-06   8.82058444e-08
    5.21490665e-06   3.50478535e-09]
 [  3.28853457e-05   8.46401334e-01   2.17394363e-02   1.00666746e-01
    7.96370950e-05   2.67464260e-04   2.10979182e-04   1.96800847e-02
    1.07686026e-02   1.52748951e-04]
 [  1.96275790e-03   1.45426202e-06   6.56053235e-05   5.70792705e-04
    4.00421862e-03   1.28759118e-03   1.99176924e-04   1.02017010e-02
    1.29415467e-02   9.68765140e-01]
 [  9.23137724e-01   5.46208526e-07   9.01260134e-03   1.47431027e-04
    5.82719978e-04   1.34757604e-03   2.82465015e-02   2.69298762e-04
    8.82182363e-03   2.84337383e-02]
 [  2.27620262e-06   2.43886348e-07   4.15807608e-06   1.49975601e-03
    1.72886197e-02   2.17233573e-05   2.72031571e-07   9.90691334e-02
    4.19452874e-04   8.81694376e-01]
 [  9.37592180e-04   5.29140942e-02   6.34375168e-03   3.44022736e-02
    2.05827455e-04   1.77591562e-03   9.05950856e-06   8.74822676e-01
    3.32854642e-03   2.52602659e-02]
 [  1.01600681e-03   7.31900491e-06   9.76779997e-01   2.15958357e-02
    7.41586564e-06   2.64901792e-05   7.34751120e-06   1.38467103e-05
    5.34931954e-04   1.08053036e-05]
 [  2.06430354e-06   1.02888198e-05   9.18852129e-06   2.97194638e-05
    7.73637385e-06   2.70224106e-03   7.87199770e-06   7.78664071e-06
    9.97197866e-01   2.51597849e-05]
 [  4.06615932e-08   1.11970436e-07   6.69387555e-06   9.99703109e-01
    5.87477533e-09   2.85983144e-04   3.36357182e-08   5.02895059e-09
    3.90397827e-06   9.98468508e-08]
 [  1.81987678e-04   4.46517114e-03   7.46896956e-03   6.76764846e-02
    2.87527684e-04   1.57165702e-03   4.52559267e-04   3.12860531e-04
    9.16042507e-01   1.54026272e-03]
 [  1.55147500e-05   9.92797792e-01   5.00771857e-04   2.72578513e-03
    6.48490604e-05   2.54421961e-04   6.52474409e-05   2.74466816e-04
    3.08321300e-03   2.18082787e-04]
 [  2.21411265e-05   1.63893565e-04   2.37236236e-05   6.92720059e-05
    9.88043427e-01   5.86866110e-04   1.40697099e-04   4.93485772e-04
    8.15427303e-03   2.30206270e-03]
 [  2.67144176e-04   1.08557672e-03   1.17101427e-03   3.72539595e-04
    2.44064070e-03   3.67185799e-03   9.63294327e-01   2.68018175e-06
    2.75405012e-02   1.53634493e-04]
 [  1.13629161e-04   1.38338259e-03   1.83311149e-01   4.18040436e-04
    2.45475750e-02   4.15289775e-03   7.84239829e-01   2.07940539e-04
    1.25970668e-03   3.65905726e-04]
 [  2.74315371e-05   9.89853561e-01   3.03465314e-03   9.12680523e-04
    8.40895227e-05   1.69791660e-04   9.01223219e-04   4.95580665e-04
    4.11644392e-03   4.04490740e-04]
 [  5.78709319e-07   5.32000911e-07   1.18020671e-06   1.97599365e-06
    9.93740082e-01   3.61001061e-04   4.63868200e-05   3.27396090e-03
    7.55102199e-04   1.81922119e-03]
 [  1.96600915e-04   6.42996505e-02   3.37812770e-03   8.87119651e-01
    4.41375247e-04   1.55073879e-02   9.15412500e-04   3.03533197e-05
    2.77079977e-02   4.03497717e-04]
 [  1.64405559e-03   1.08277291e-05   5.97672952e-05   8.75989258e-01
    6.44577582e-08   1.19900368e-01   4.28304429e-06   1.68075814e-04
    2.21599895e-03   7.24711890e-06]
 [  5.16429209e-05   2.14991771e-04   1.33952499e-05   2.32474506e-03
    2.30819851e-01   1.24818168e-03   1.67038612e-04   5.03935590e-02
    1.35706104e-02   7.01195955e-01]
 [  4.74452122e-08   2.16150420e-06   1.81135092e-05   9.99640703e-01
    7.36884820e-09   1.84261211e-04   3.88139770e-10   1.61514854e-05
    1.26547777e-04   1.18938651e-05]
 [  1.02848082e-06   2.20721219e-07   1.86569252e-06   1.55966529e-06
    9.98482049e-01   8.74498801e-06   1.31700408e-05   1.59509254e-05
    6.37651601e-06   1.46898965e-03]
 [  9.73245263e-01   2.07079415e-06   1.59336382e-03   5.63028298e-05
    8.77453931e-06   8.06085998e-04   2.41129063e-02   3.86635929e-06
    1.57154791e-04   1.41240480e-05]
 [  3.45665990e-06   1.45021517e-07   3.76790558e-05   5.90231211e-05
    3.23897370e-06   1.58417958e-03   5.69202598e-07   3.99795885e-04
    9.97727096e-01   1.84779565e-04]
 [  1.01151883e-04   1.00333898e-04   7.74628529e-03   8.75789165e-01
    4.48743549e-07   3.22982972e-03   3.24862377e-08   7.22643957e-02
    3.09352875e-02   9.83319152e-03]
 [  6.81332254e-04   1.53891972e-06   2.69207044e-06   3.18474231e-05
    9.68577151e-05   9.88938093e-01   6.68184739e-03   3.23076144e-08
    3.56354797e-03   2.21332175e-06]
 [  8.01493807e-05   2.92942714e-05   3.22269602e-03   2.89279106e-03
    3.36263352e-03   1.38443736e-02   7.46419653e-03   9.90780904e-07
    9.69082952e-01   1.98999096e-05]
 [  3.44808621e-04   9.81421471e-01   6.68136345e-04   1.00983575e-03
    1.25774590e-04   5.23788971e-04   6.22194260e-04   1.75907812e-03
    1.24365594e-02   1.08834461e-03]
 [  8.09783395e-03   2.39555025e-03   3.17361392e-02   1.10398317e-02
    2.07982183e-01   1.59321055e-02   3.74802798e-02   1.72251835e-02
    3.07749063e-02   6.37335956e-01]
 [  2.23610608e-04   9.85859692e-01   6.01659296e-04   1.31599524e-03
    2.87562609e-04   6.09140319e-04   4.16700379e-04   4.18836903e-03
    5.02140541e-03   1.47580274e-03]
 [  3.36373865e-04   2.15921247e-07   4.93334141e-04   3.31009164e-06
    1.09160246e-04   1.23990729e-04   9.98816609e-01   5.73626977e-08
    1.15846502e-04   1.22048993e-06]
 [  1.29103326e-04   9.88914788e-01   3.00286035e-03   3.44636547e-03
    1.80016170e-04   5.36004605e-04   8.22746078e-04   1.00636052e-03
    1.51289080e-03   4.48870094e-04]
 [  2.35262001e-03   1.41731161e-03   9.97861061e-05   8.46722782e-01
    1.14383129e-03   3.93844135e-02   1.32668911e-05   1.45075959e-03
    3.67111154e-03   1.03744216e-01]
 [  6.51081977e-03   1.83476508e-01   1.33915013e-02   1.46303913e-02
    2.22279187e-02   6.45671248e-01   1.39067238e-02   4.09079306e-02
    4.82426099e-02   1.10343760e-02]
 [  5.85459456e-05   4.47413477e-04   1.48503197e-04   9.43991996e-04
    2.33432144e-01   1.57987629e-03   1.67074948e-04   1.97471846e-02
    1.02760699e-02   7.33199239e-01]
 [  6.18113190e-05   3.26431909e-04   2.33372953e-03   1.94557579e-04
    1.73665565e-02   5.40194509e-04   9.70173061e-01   1.44889555e-05
    8.84462334e-03   1.44608144e-04]
 [  1.37370126e-03   2.31513623e-04   9.19285594e-05   4.07358690e-04
    4.59411240e-05   3.63441184e-03   3.93394330e-05   6.28348644e-05
    9.93724287e-01   3.88636516e-04]
 [  3.80660254e-06   2.25223048e-05   9.98181701e-01   1.72178680e-03
    7.11739915e-07   5.53842057e-08   3.61316816e-05   2.33046849e-05
    8.90892898e-06   1.02083482e-06]
 [  1.31779170e-05   2.10761336e-05   1.23909005e-04   6.04786255e-05
    7.16970590e-06   1.83495198e-04   1.65022266e-05   8.81003245e-07
    9.99540448e-01   3.29356117e-05]
 [  1.29213571e-04   1.55087910e-04   5.38611130e-06   5.08294581e-03
    1.00372615e-03   9.23892600e-04   5.43074793e-06   5.66754378e-02
    9.02390387e-03   9.26994920e-01]
 [  4.49606705e-05   3.88830114e-04   8.91990203e-04   1.77424564e-03
    3.43957140e-06   5.38596243e-04   3.36018866e-06   1.01534498e-03
    9.95097101e-01   2.42170790e-04]]
INFO:tensorflow:probabilities = [[  1.65015554e-05   1.71938900e-05   2.19015528e-05   8.60835280e-06
    9.97040689e-01   1.35432332e-04   2.61594483e-04   4.02118807e-04
    4.62052005e-04   1.63401477e-03]
 [  1.12822125e-08   3.06509236e-08   5.58701856e-07   2.21177921e-04
    1.35373908e-08   4.46910320e-07   6.88679582e-12   9.99760568e-01
    1.52881654e-07   1.69973773e-05]
 [  7.68311787e-04   1.24739557e-07   3.48980096e-03   2.09714891e-03
    2.12258283e-06   1.09209586e-03   2.47686356e-03   3.50309165e-07
    9.90069211e-01   4.05477476e-06]
 [  1.37605766e-05   1.82893218e-05   1.67732665e-04   2.01827032e-03
    2.17544194e-02   2.70880206e-04   5.20746289e-06   1.14906142e-02
    2.15469254e-03   9.62106109e-01]
 [  1.02884929e-04   2.54490004e-07   9.99546826e-01   2.37158223e-04
    1.79614361e-07   6.06754020e-06   6.84621264e-05   2.82245253e-07
    3.68178335e-05   9.58404144e-07]
 [  1.47856318e-03   1.22799503e-03   2.56576259e-02   6.80374920e-01
    3.86701031e-05   2.83276170e-01   3.61964980e-04   3.43373884e-03
    3.64255696e-03   5.07761666e-04]
 [  1.72014079e-05   3.97020415e-07   2.69363984e-04   6.99957609e-01
    1.56452501e-07   1.35218808e-02   8.68340422e-08   7.50418287e-04
    2.84448951e-01   1.03393267e-03]
 [  3.07996786e-04   8.50437573e-05   2.08740399e-04   1.54855894e-04
    2.57591887e-06   1.15931565e-02   5.43520355e-06   2.41743925e-04
    9.86709416e-01   6.91042980e-04]
 [  9.91579056e-01   1.26293259e-07   4.65489575e-04   1.88936247e-04
    2.50103596e-07   7.35952239e-03   2.67017567e-05   5.97944381e-06
    3.42017389e-04   3.20696527e-05]
 [  6.28447233e-05   9.91154134e-01   1.24904804e-03   1.48128718e-03
    2.59773136e-04   1.08111657e-04   4.25614300e-04   2.28044041e-03
    2.72754603e-03   2.51241087e-04]
 [  4.17212723e-05   1.87456962e-07   2.76107198e-06   5.29644312e-05
    3.89131997e-03   7.37668743e-05   5.17249703e-07   3.62034375e-03
    4.13515576e-04   9.91902888e-01]
 [  4.01335819e-05   1.35404605e-06   1.99148068e-04   2.02097362e-06
    1.16255585e-04   1.02088845e-04   9.99500036e-01   1.32868854e-08
    3.85886160e-05   3.17001707e-07]
 [  4.21662226e-05   1.51725262e-02   9.08211887e-01   5.56457788e-03
    4.72440661e-07   4.69851693e-05   4.23732199e-05   1.53381290e-04
    7.07642660e-02   1.38090229e-06]
 [  2.34873092e-04   9.81545309e-05   9.91354929e-04   1.05595318e-05
    2.10698042e-02   6.15447643e-04   9.76593018e-01   9.29680118e-06
    1.93922562e-04   1.83479642e-04]
 [  5.08332550e-06   1.96622727e-06   1.67647704e-06   1.05003601e-05
    4.60249782e-01   3.93065653e-04   4.35301899e-06   3.19980027e-04
    4.13655107e-06   5.39009452e-01]
 [  3.49367067e-04   9.89931464e-01   1.64477038e-03   7.78583053e-04
    2.38124863e-04   2.78705644e-04   1.72201631e-04   8.99564242e-04
    5.37471101e-03   3.32319119e-04]
 [  2.72615376e-04   8.91004398e-04   1.76549645e-03   9.67333972e-01
    1.02972255e-04   1.33772185e-02   4.39801534e-06   3.49717215e-04
    9.52966884e-03   6.37295190e-03]
 [  9.61720652e-05   1.47434355e-06   6.54650194e-06   2.42746682e-04
    9.05420542e-01   9.21145175e-03   2.14093903e-04   4.57586837e-04
    2.08390947e-03   8.22655931e-02]
 [  1.49792570e-04   7.46451551e-04   3.27750621e-03   1.15833022e-02
    3.86108368e-05   4.35730937e-04   1.15382521e-04   1.74265697e-05
    9.83485937e-01   1.49804444e-04]
 [  3.37764868e-05   2.41975272e-07   7.56128173e-08   2.36122578e-05
    3.31408046e-06   9.99752223e-01   3.82931944e-07   1.90594874e-05
    1.34947302e-04   3.24641951e-05]
 [  2.73950398e-04   1.16840482e-01   8.54187645e-03   2.73420066e-02
    2.48491851e-04   1.59459573e-03   1.44304377e-05   7.68267214e-01
    5.50234430e-02   2.18535457e-02]
 [  4.38968797e-04   8.14633560e-04   1.15838216e-03   1.81404948e-02
    1.79182827e-01   6.12641033e-03   1.15426222e-03   5.08341845e-03
    4.43485230e-02   7.43552148e-01]
 [  5.31231798e-02   6.52489471e-05   6.46029972e-03   4.91451882e-02
    6.89596200e-05   8.58463705e-01   3.09417723e-04   1.18080592e-02
    1.81485107e-03   1.87410861e-02]
 [  6.71867630e-04   5.50125539e-01   2.15193946e-02   4.04184639e-01
    4.31415210e-05   5.79542480e-03   3.46556515e-03   1.02353632e-04
    1.39460834e-02   1.45978891e-04]
 [  2.70683046e-07   2.43192994e-06   5.63538961e-05   3.92079295e-04
    7.30311649e-06   6.20961437e-05   1.03316461e-05   4.15472101e-07
    9.99429047e-01   3.97284566e-05]
 [  9.69096422e-01   9.87049944e-08   3.68781824e-04   2.37675570e-03
    1.37413059e-08   2.75573898e-02   4.28495005e-05   4.43540164e-04
    1.12380898e-04   1.80160191e-06]
 [  2.16550211e-06   1.86204488e-06   6.06015601e-06   6.58794423e-04
    1.93833951e-02   3.17893515e-04   3.41090782e-07   3.12518030e-02
    2.17019362e-04   9.48160708e-01]
 [  3.95007362e-07   2.44104967e-07   9.43194937e-06   2.59609253e-04
    4.76383575e-04   2.36018309e-06   8.25673183e-08   9.92776871e-01
    2.72838312e-04   6.20181719e-03]
 [  6.05404086e-04   8.81441474e-01   1.02830296e-02   4.37849527e-03
    2.57267407e-03   5.39601839e-04   1.50403031e-03   2.64670583e-03
    9.53857005e-02   6.42853323e-04]
 [  5.17144363e-05   3.59941536e-04   4.85248922e-04   3.98816570e-04
    9.26837504e-01   7.95388594e-03   1.60489511e-02   5.24108291e-05
    8.52299761e-03   3.92885469e-02]
 [  2.53449485e-04   1.51306763e-03   8.51629615e-01   1.29562050e-01
    5.37271694e-09   3.00033716e-05   1.71459378e-05   2.14065299e-08
    1.69945676e-02   2.34203767e-08]
 [  3.73564217e-05   2.51884136e-04   7.28715181e-01   1.90371096e-01
    9.44720116e-04   1.09470997e-03   3.09987273e-03   4.94071934e-03
    6.97968006e-02   7.47590035e-04]
 [  2.13508251e-08   6.92804534e-08   1.33317197e-04   1.46395081e-07
    6.16364821e-04   4.66085248e-06   9.99241829e-01   2.99068148e-08
    3.29909699e-06   1.96909895e-07]
 [  2.95443024e-04   9.73889828e-01   1.74583506e-03   3.95313313e-04
    2.24022282e-04   1.12171983e-04   2.46522087e-03   5.13262814e-04
    2.03356631e-02   2.32119473e-05]
 [  8.01416218e-01   1.88082771e-03   7.69310351e-03   1.40973798e-03
    2.46523856e-03   3.85146290e-02   1.57559328e-02   6.65184110e-02
    4.45928238e-02   1.97531916e-02]
 [  4.61079871e-05   1.97808868e-06   6.40198542e-03   2.29958940e-04
    9.77205336e-01   6.02615124e-04   1.11087989e-02   7.51301995e-05
    5.38338325e-04   3.78987263e-03]
 [  1.60850264e-04   3.20450310e-03   9.02253948e-03   2.11762424e-04
    2.16932315e-02   1.32961862e-03   9.61553276e-01   8.42378813e-06
    2.67794775e-03   1.38048053e-04]
 [  2.01524817e-03   1.24134215e-06   2.12996802e-05   1.14004892e-04
    3.82853709e-02   1.37695728e-03   3.37818492e-04   6.54861098e-03
    1.92660131e-02   9.32033360e-01]
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    1.95371471e-02   3.85058229e-03]
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    2.24562209e-05   3.35708121e-03]
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    2.07197275e-02   5.40743535e-03]
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    2.37680851e-07   1.67282553e-06   6.01765304e-09   9.87604737e-01
    2.04183569e-04   1.14547871e-02]
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    9.25251961e-01   1.78015768e-03   3.27018416e-03   7.13894900e-04
    3.72704118e-03   1.40087642e-02]
 [  9.42145567e-03   3.33626558e-05   3.23066977e-03   5.67137264e-04
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    1.53877540e-03   3.07343696e-04]
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    7.68312202e-06   2.42908439e-03   2.60133529e-04   2.34328345e-05
    9.46747314e-05   7.48366219e-05]
 [  1.98591333e-05   5.42331350e-07   3.87041182e-05   9.95291829e-01
    1.07208010e-07   3.86218983e-03   2.43718119e-07   2.20022616e-06
    7.71147606e-04   1.32229916e-05]
 [  7.68052996e-04   1.08943213e-05   2.78179650e-04   4.51467258e-06
    9.16705191e-01   5.83913689e-03   1.53279090e-02   3.39802867e-03
    1.38657540e-03   5.62814325e-02]
 [  1.91918033e-07   1.64028400e-08   1.95252418e-04   9.99790728e-01
    6.53667537e-11   1.00069728e-05   3.84793131e-09   8.35808756e-09
    3.80610118e-06   3.93056148e-08]
 [  6.35141041e-04   2.22853541e-05   3.18496814e-03   6.49773981e-04
    2.38209013e-02   9.07266319e-01   6.80029672e-03   5.28363307e-06
    4.71633077e-02   1.04517415e-02]]
INFO:tensorflow:global_step/sec: 159.862
INFO:tensorflow:loss = 0.0956452, step = 9501
INFO:tensorflow:probabilities = [[  9.96015608e-01   6.45071509e-07   1.28980435e-04   2.44834773e-05
    8.09069752e-06   1.19047309e-03   2.37573520e-03   2.57403735e-05
    2.26468110e-04   3.92844140e-06]
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    3.35191216e-05   3.52700699e-05]
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    4.87759971e-05   7.37045702e-05]
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    6.28848281e-03   3.22223105e-03]
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    4.58224386e-01   3.95070203e-03]
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    5.83291228e-04   1.86803663e-05   2.77454266e-04   2.33457045e-04
    3.02219903e-03   6.87429565e-05]
 [  1.22463435e-03   4.01903992e-04   1.96670112e-03   5.51100704e-04
    1.35865272e-03   2.58896337e-03   9.82293904e-01   8.96192723e-05
    9.48074274e-03   4.37472700e-05]
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 [  1.35110761e-03   2.07478274e-02   1.35660678e-01   9.73425689e-04
    2.29913201e-02   9.97157767e-03   8.07826519e-01   2.30862843e-05
    4.48393315e-04   6.03419085e-06]
 [  2.03783784e-05   3.93980823e-04   1.63489673e-03   7.65064688e-05
    8.24555010e-03   3.15753103e-04   9.88347590e-01   4.68179132e-06
    9.53381823e-04   7.16361455e-06]
 [  2.55673018e-04   1.32363457e-05   2.03373100e-04   5.19928581e-04
    9.77272928e-01   1.34650315e-03   1.57511584e-03   6.33397838e-03
    5.04223397e-03   7.43703637e-03]
 [  6.37201936e-07   4.19472817e-05   9.57863464e-04   9.98653293e-01
    3.84230070e-09   1.05131667e-05   5.17226759e-08   7.62375635e-07
    3.31800722e-04   3.24921712e-06]]
INFO:tensorflow:probabilities = [[  1.03296385e-04   3.33293792e-06   2.31609927e-04   1.08074137e-05
    2.38933513e-04   2.61082035e-03   6.37059129e-05   4.84635602e-05
    9.96309221e-01   3.79798759e-04]
 [  2.01561136e-07   7.22244113e-06   1.02544408e-02   7.75429595e-04
    9.82281566e-01   6.41470251e-05   1.49717985e-03   2.44045485e-04
    7.88543839e-04   4.08719992e-03]
 [  4.16781877e-05   9.19891638e-04   1.16799120e-03   3.94396186e-02
    2.82413275e-05   1.30357558e-03   1.34561810e-06   9.06043053e-01
    1.52709614e-03   4.95274328e-02]
 [  1.36326398e-05   1.18877988e-05   3.30897426e-04   9.97853041e-01
    1.54081661e-07   1.55470730e-03   3.37330966e-05   8.50321555e-07
    2.00516355e-04   5.94453979e-07]
 [  3.70108086e-04   3.13667515e-05   2.48198654e-03   7.25971722e-06
    4.86883633e-02   1.73421751e-04   9.47814763e-01   8.24847484e-06
    3.02783941e-04   1.21692065e-04]
 [  3.21309199e-05   9.94629979e-01   1.98074873e-03   6.15689089e-04
    2.52949685e-04   1.07114203e-04   6.07993970e-05   8.36588792e-04
    1.39783102e-03   8.61446388e-05]
 [  7.61952924e-06   8.40184748e-01   4.18541767e-03   1.11903057e-01
    2.70409131e-04   2.06937175e-02   4.05929277e-05   4.49274341e-03
    1.70345809e-02   1.18719391e-03]
 [  1.62945449e-04   1.10600126e-06   6.10240058e-05   1.54589657e-02
    1.64714598e-09   1.00930447e-04   3.77285261e-08   1.06798502e-07
    9.84198332e-01   1.64893790e-05]
 [  3.48966714e-05   9.61343646e-01   4.89819176e-05   6.73370808e-03
    1.44321227e-03   2.59251799e-03   4.29385836e-04   2.89869308e-03
    8.27475823e-03   1.62001252e-02]
 [  9.94679391e-01   6.23020000e-08   6.01684034e-04   5.79431544e-05
    1.16188574e-04   2.59268936e-03   5.01068309e-04   3.32356576e-04
    1.06490706e-03   5.35671898e-05]
 [  9.31285380e-04   2.36702221e-03   3.88997444e-03   4.56784898e-03
    4.90643643e-03   2.24674698e-02   1.93808367e-03   9.08719003e-01
    4.76978859e-03   4.54430319e-02]
 [  9.98091638e-01   1.60561413e-07   1.86060890e-04   1.49565443e-04
    4.93102537e-09   1.43460615e-03   3.18801455e-07   5.00325723e-06
    1.27907915e-04   4.71264320e-06]
 [  1.23415066e-05   2.44261319e-04   1.88321061e-03   2.72351346e-04
    9.93554235e-01   1.42715158e-04   3.04917386e-03   5.96807986e-05
    1.37695606e-05   7.68376631e-04]
 [  1.00884092e-04   9.85898018e-01   1.85979879e-03   6.90605398e-03
    8.96455385e-05   6.15621466e-05   1.98782276e-04   2.11768295e-03
    2.48967786e-03   2.77797313e-04]
 [  1.08436097e-06   1.08629854e-06   3.18123639e-05   2.33836199e-05
    9.91716802e-01   1.26031009e-04   3.30385155e-05   1.64342728e-05
    3.55008378e-05   8.01501889e-03]
 [  6.00132102e-04   7.08811684e-04   2.74098129e-03   6.45499749e-05
    1.02507905e-03   3.34630930e-03   9.84900713e-01   6.35592187e-07
    6.58318400e-03   2.97140214e-05]
 [  2.95197678e-04   9.80879486e-01   8.46122159e-04   2.36474443e-03
    3.30152659e-04   9.37921577e-04   7.51665095e-03   2.26562450e-04
    6.52636169e-03   7.66486337e-05]
 [  2.06536097e-05   1.28753542e-03   6.21912419e-04   1.15799694e-05
    7.95783300e-04   3.94560909e-03   9.92683709e-01   6.77355843e-08
    6.32074312e-04   1.01133026e-06]
 [  1.57491551e-04   1.70721352e-04   1.28539017e-04   3.24007496e-02
    1.38064759e-04   2.61852355e-03   4.31027947e-05   2.81124230e-04
    9.59530473e-01   4.53116931e-03]
 [  9.97047961e-01   1.41081209e-08   2.67996162e-04   1.35444498e-05
    9.86753093e-07   5.66111295e-04   7.68999453e-05   4.70073683e-05
    1.94364472e-03   3.58785619e-05]
 [  1.22824078e-03   2.27742866e-02   9.01256979e-01   1.14542684e-02
    9.26423945e-06   4.02771344e-04   1.34386355e-03   8.91118834e-05
    6.14384376e-02   2.76518017e-06]
 [  2.81411987e-02   2.72579864e-03   1.40769128e-03   1.09458268e-02
    1.90213119e-04   7.80778285e-03   3.95074545e-04   8.93836841e-03
    8.95485282e-01   4.39628437e-02]
 [  8.94967452e-05   1.31049892e-03   6.37628743e-03   8.55742022e-03
    6.55444683e-06   5.19143650e-04   2.09054542e-05   9.30484021e-05
    9.81611550e-01   1.41512486e-03]
 [  2.60215202e-05   9.96568441e-01   2.02634255e-04   9.51518188e-04
    6.53059542e-05   1.26720421e-04   2.64054892e-04   7.23904464e-04
    7.65498378e-04   3.05813097e-04]
 [  9.25199315e-03   5.07826800e-04   6.59277067e-02   2.36425642e-03
    3.72657806e-01   3.16555938e-03   4.04249728e-02   5.47627956e-02
    1.67803392e-02   4.34156746e-01]
 [  9.77797985e-01   9.70098768e-07   8.70186277e-03   9.92747955e-04
    9.41592953e-06   7.35211140e-03   4.26187227e-03   4.51843342e-04
    9.67057058e-05   3.34489945e-04]
 [  9.89175022e-01   4.41489050e-07   3.11489188e-04   9.16759454e-05
    6.87049169e-06   8.84254836e-03   1.37334969e-03   1.04248575e-04
    6.72523092e-05   2.71310873e-05]
 [  3.27955640e-05   1.81848824e-03   9.65930521e-01   2.61841640e-02
    3.69517686e-04   1.22705067e-04   2.09257501e-04   2.70104083e-05
    5.19705145e-03   1.08445362e-04]
 [  9.99582112e-01   1.23952610e-11   3.69109257e-05   5.72749514e-07
    3.30910771e-10   2.51884758e-05   3.54524032e-04   1.12257836e-09
    7.42194572e-07   8.78061734e-10]
 [  9.99818027e-01   8.84532891e-10   1.87195837e-05   1.70127223e-05
    5.06875573e-08   9.22677209e-05   2.83202269e-07   1.31168326e-05
    1.76134181e-05   2.29458183e-05]
 [  9.98612761e-01   1.38552531e-10   4.09411587e-06   2.47337375e-05
    1.28401267e-09   1.35206967e-03   2.66101961e-06   2.92863501e-06
    6.33951515e-07   9.58504742e-08]
 [  1.98790382e-04   1.57464126e-06   2.88695388e-04   9.98239636e-01
    1.65301103e-07   6.56588818e-04   1.13884619e-06   1.61726291e-06
    6.06010202e-04   5.54456665e-06]
 [  7.32788816e-02   3.76889249e-04   2.96770129e-03   7.07835658e-03
    7.61793107e-02   7.53560126e-01   1.33967381e-02   1.97428595e-02
    2.63178591e-02   2.71012187e-02]
 [  3.25809924e-05   8.50958936e-03   2.02422049e-02   9.51967835e-01
    5.19515379e-05   1.06904190e-03   1.19613673e-04   7.15655842e-05
    1.79197527e-02   1.58871444e-05]
 [  3.26964539e-04   9.86123800e-01   1.27870508e-03   7.28507352e-04
    1.28029686e-04   1.50019198e-03   3.93012865e-03   9.27043802e-05
    5.55851171e-03   3.32542171e-04]
 [  5.04575204e-04   4.52469540e-04   9.87598121e-01   9.08615720e-03
    3.35850032e-08   4.93345433e-05   6.20500714e-06   6.00460268e-08
    2.30305130e-03   3.99719724e-08]
 [  9.99816000e-01   1.88050422e-10   2.21704959e-05   4.94876485e-06
    1.48020225e-11   1.34256537e-04   1.72439528e-07   1.27656142e-06
    2.10184062e-05   2.23761518e-07]
 [  2.96769827e-03   4.36269765e-05   1.45990198e-04   2.79725966e-04
    1.93957731e-01   3.74990562e-03   7.68667451e-05   2.38785185e-02
    2.98639499e-02   7.45035946e-01]
 [  1.48342137e-04   9.46563661e-01   1.35493055e-02   2.77845059e-02
    8.85862333e-04   1.08578859e-03   3.45422450e-04   4.74408822e-04
    9.07955971e-03   8.31473517e-05]
 [  1.36377814e-04   2.08507549e-06   3.07813782e-04   8.30816687e-04
    9.13673639e-03   2.96542363e-04   7.75845456e-06   6.04151329e-03
    1.29801803e-03   9.81942356e-01]
 [  2.67414237e-07   1.60934123e-05   9.97902393e-01   1.99058582e-03
    1.66779535e-09   5.14755172e-08   5.26178781e-08   9.05017441e-05
    1.15329101e-07   6.09595596e-10]
 [  1.10939705e-04   9.74310024e-06   2.96717946e-04   1.56132432e-06
    4.49298834e-03   3.25983507e-04   9.94612813e-01   6.54433461e-06
    4.06691070e-05   1.02117876e-04]
 [  2.16950095e-04   1.76898524e-04   1.90976635e-03   3.71852293e-05
    3.21062165e-03   1.14288204e-03   9.92675364e-01   1.40722559e-05
    5.86585433e-04   2.96439903e-05]
 [  1.79822600e-04   2.54231338e-07   6.88284694e-04   9.90607977e-01
    1.71745711e-08   7.99297355e-03   1.31706315e-07   1.48838168e-07
    5.27716707e-04   2.77493132e-06]
 [  8.65214315e-05   9.95796800e-01   6.89277949e-04   7.10799301e-04
    2.39232668e-05   9.47445951e-05   6.90472429e-04   3.11567623e-04
    1.55641697e-03   3.94493436e-05]
 [  9.97066677e-01   4.55019034e-07   2.64094473e-04   3.73968272e-04
    2.51689380e-06   7.25791382e-04   8.46206269e-04   4.26544557e-06
    7.14629656e-04   1.56991223e-06]
 [  1.18758078e-04   9.92032945e-01   4.51206882e-03   1.07446732e-03
    1.02263744e-04   4.11013461e-05   1.03134342e-04   1.32453366e-04
    1.85704930e-03   2.56853418e-05]
 [  9.98285592e-01   1.69652747e-09   3.72050017e-05   4.18621312e-06
    5.79399284e-07   2.82809924e-04   1.01019943e-03   3.68581823e-04
    1.95554549e-06   8.90880256e-06]
 [  1.75544694e-02   2.28548015e-04   9.71573684e-03   7.18945754e-04
    2.88280696e-01   7.34597864e-03   8.60927906e-03   3.07756849e-02
    1.02553861e-02   6.26515269e-01]
 [  2.87907937e-07   1.46725398e-07   3.31402480e-05   1.25019602e-03
    2.11738026e-07   1.96597073e-04   6.06151218e-07   3.68287971e-07
    9.98512447e-01   5.96062364e-06]
 [  4.76916990e-04   1.70488984e-05   4.63472461e-05   2.58206129e-02
    6.11877348e-03   1.47216395e-02   4.39265307e-07   4.27040726e-01
    1.35205046e-03   5.24405420e-01]
 [  3.89461464e-04   5.92523953e-04   2.46242457e-03   9.75187182e-01
    6.49793423e-04   8.79894756e-03   2.46044539e-04   9.36852957e-05
    7.52051687e-03   4.05933894e-03]
 [  3.45201860e-03   3.97972181e-05   1.90615378e-04   1.63787622e-02
    7.43907585e-04   9.61359978e-01   2.07522092e-03   2.04786964e-04
    1.47739872e-02   7.80895003e-04]
 [  2.50667144e-05   3.36784287e-05   3.61271697e-04   9.91655543e-05
    9.87770796e-01   7.63748772e-04   3.49354174e-04   1.22196239e-03
    1.59879812e-04   9.21513513e-03]
 [  7.19823409e-04   1.79608891e-04   6.15742505e-02   1.22987501e-01
    7.12259862e-05   4.41861339e-02   5.20746224e-04   1.19420176e-04
    7.69509733e-01   1.31589026e-04]
 [  9.77485538e-01   1.67854455e-06   2.77644815e-03   6.80436147e-04
    3.61743965e-04   6.83356402e-03   4.95097693e-03   3.48270359e-03
    7.41744821e-04   2.68536643e-03]
 [  1.41768239e-03   1.30802819e-05   3.64638225e-04   1.29076152e-03
    4.46617778e-05   9.44995940e-01   4.26645540e-02   1.01404950e-07
    9.20330454e-03   5.14425392e-06]
 [  1.12703847e-05   4.50600492e-05   3.78424040e-04   8.13537408e-05
    4.13930991e-07   8.22910806e-06   1.66307379e-09   9.97848392e-01
    5.73305188e-05   1.56958785e-03]
 [  3.87420296e-03   1.26609532e-02   2.18002424e-02   1.06592570e-02
    1.11462560e-03   9.07036781e-01   1.65043920e-02   5.78120060e-04
    2.19987426e-02   3.77269392e-03]
 [  9.98877108e-01   9.05705733e-08   1.74428078e-05   3.53658652e-05
    4.42530080e-07   4.19819233e-04   5.81035390e-04   2.10149847e-06
    5.93469849e-05   7.13192503e-06]
 [  3.02749067e-05   9.90735412e-01   9.11902462e-04   3.82550503e-03
    4.75877285e-04   7.48728271e-05   7.63888936e-04   1.72696949e-03
    1.28269440e-03   1.72690605e-04]
 [  5.30452962e-05   5.04453201e-04   2.05876364e-04   9.57543850e-01
    1.00857310e-03   1.79624334e-02   6.92980175e-05   1.52304734e-03
    2.18011718e-03   1.89491194e-02]
 [  1.75490491e-02   1.21488347e-05   8.54168180e-03   8.14133557e-04
    9.43975672e-02   7.59915099e-04   9.92663670e-04   2.91878860e-02
    4.47105663e-03   8.43273878e-01]
 [  8.83239031e-01   5.52146457e-06   9.64117469e-04   5.35866769e-04
    3.11117469e-06   1.05790704e-01   7.37318114e-05   2.81915127e-05
    8.71638767e-03   6.43335516e-04]
 [  3.07594636e-03   2.79276341e-04   1.64874026e-03   7.62978315e-01
    1.16687188e-04   2.23619446e-01   9.99013544e-04   2.16134402e-04
    6.23123953e-03   8.35159735e-04]
 [  8.98225991e-08   2.22658582e-06   2.21045548e-06   8.41855726e-05
    9.97050166e-01   2.84017151e-04   1.28825905e-05   2.12182713e-04
    1.64600671e-04   2.18750024e-03]
 [  8.95761113e-05   3.38361442e-01   1.74202472e-02   5.38159132e-01
    1.83131278e-03   6.61598891e-03   1.74447370e-04   2.05164705e-03
    4.02694084e-02   5.50268739e-02]
 [  8.37476327e-05   9.75581288e-01   2.02228921e-03   9.91521520e-04
    3.87731794e-04   2.24113674e-03   1.40737807e-02   3.28045535e-05
    4.56562685e-03   1.99871720e-05]
 [  4.09030472e-04   9.69983339e-01   2.41584517e-03   9.66548221e-04
    8.04585055e-04   8.87963281e-04   2.45886715e-03   2.73457699e-04
    2.15165447e-02   2.83886591e-04]
 [  2.72611260e-06   2.44316272e-03   9.90970254e-01   6.33411249e-03
    1.94176628e-05   7.49674246e-06   1.19716460e-04   3.13190249e-05
    7.17340736e-05   8.44162855e-08]
 [  1.23946491e-04   2.53039661e-06   2.87148009e-06   6.19194238e-04
    6.22902857e-03   2.68569961e-03   2.28927462e-07   4.06219125e-01
    3.22718377e-04   5.83794653e-01]
 [  1.28923310e-03   9.02251363e-01   3.70785408e-02   8.10198020e-03
    8.38845153e-04   3.03340697e-04   2.61973054e-03   4.15396877e-04
    4.64260019e-02   6.75599382e-04]
 [  9.88694847e-01   1.19120031e-07   9.37823020e-03   1.29350950e-03
    1.88200559e-07   3.22801789e-04   3.36515441e-05   1.10549394e-04
    3.38387576e-06   1.62490411e-04]
 [  1.71455486e-05   1.99727601e-05   1.42841352e-04   8.08990535e-06
    1.28568942e-03   2.67096533e-04   9.98007953e-01   2.33986498e-07
    2.35423635e-04   1.55937178e-05]
 [  2.81396060e-04   8.45373259e-04   9.77514803e-01   2.05804463e-02
    5.68618862e-06   7.17176445e-05   2.01278905e-04   2.12864557e-04
    2.80283217e-04   6.32703495e-06]
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    1.13453738e-04   1.21985352e-10]
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    3.53610725e-03   1.14673225e-03   9.94250536e-01   3.36442304e-06
    3.85374704e-04   6.56534903e-05]
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    2.30213732e-06   1.26937544e-03   6.71441143e-08   9.14718986e-01
    5.24191707e-02   1.30066485e-03]
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    3.63481720e-03   8.81485816e-04   2.23928495e-04   3.54556814e-02
    4.69326414e-03   1.32892439e-02]
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    6.50458853e-04   2.27799732e-02]
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    1.99421174e-06   4.78958509e-06]
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    2.64078444e-05   6.71490235e-03   7.56485169e-05   1.43489829e-04
    9.73937094e-01   3.62258754e-04]
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    2.81729084e-03   2.54177779e-01]
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    3.94558275e-11   1.15820218e-03   1.11454010e-08   3.09754711e-07
    8.45613340e-06   4.26335816e-07]
 [  3.96334886e-04   9.44646120e-01   1.33563988e-02   1.36077367e-02
    1.34928618e-03   1.85035337e-02   1.96965644e-04   1.19848666e-03
    6.28684508e-03   4.58178140e-04]
 [  1.85977569e-05   1.44145073e-04   1.69823971e-03   3.02776584e-06
    2.04723387e-04   4.95584961e-03   9.92852032e-01   7.57699681e-09
    1.22185666e-04   1.24013843e-06]
 [  1.21622952e-02   1.33445908e-04   2.99457043e-01   6.76968575e-01
    9.81322401e-08   1.02703469e-02   1.42269682e-05   9.73384522e-05
    8.67072667e-04   2.96817943e-05]
 [  6.15988802e-06   9.97792602e-01   2.12863612e-04   8.73975048e-04
    6.42066734e-05   7.60330950e-05   2.03010510e-04   2.50345765e-04
    3.33873759e-04   1.86798177e-04]
 [  1.04977784e-03   1.31858543e-01   3.67292762e-03   4.27318318e-03
    6.93950511e-04   1.62383495e-03   3.06780239e-05   8.19297194e-01
    3.12591624e-03   3.43739428e-02]
 [  1.38458417e-04   9.39170003e-01   1.32454792e-02   7.28713721e-03
    1.89697806e-04   1.16688454e-04   1.01345788e-04   3.81088741e-02
    1.08537276e-03   5.57069201e-04]
 [  8.52029189e-05   6.55632175e-05   3.87115942e-05   9.88704145e-01
    3.27258022e-05   7.99990073e-03   3.72036448e-06   3.47734676e-05
    2.45395291e-04   2.78965221e-03]
 [  4.52578824e-04   2.16309307e-03   3.28393828e-04   3.40617239e-03
    7.83640053e-03   2.43409351e-03   1.29103719e-04   5.82242832e-02
    3.35026719e-02   8.91523242e-01]]
INFO:tensorflow:global_step/sec: 156.533
INFO:tensorflow:loss = 0.253201, step = 9601
INFO:tensorflow:probabilities = [[  6.64988402e-05   1.60451218e-05   9.98494387e-01   1.59261108e-04
    1.49232410e-05   8.98007929e-05   7.58902534e-05   1.17318768e-05
    9.86193423e-04   8.53589154e-05]
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    7.74176326e-04   1.67467442e-04]
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    4.61885938e-03   1.11878407e-03]
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    2.61393398e-05   5.56364394e-05]
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    1.60842519e-05   3.62454671e-06]
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    2.01726834e-05   1.03341309e-08]
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    1.11006964e-04   6.33760588e-04]
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    3.69887010e-10   6.02555985e-04   1.01225539e-09   3.40368774e-06
    2.19995673e-05   3.39912532e-07]
 [  2.29152556e-05   1.62750330e-05   2.07865050e-05   3.15701851e-04
    1.36695771e-05   9.48199959e-05   7.38574712e-08   9.69239295e-01
    6.43277017e-05   3.02120894e-02]
 [  2.68977339e-04   5.69009972e-05   5.61061352e-05   4.01434314e-04
    1.01582590e-03   2.41019356e-04   5.16638356e-05   9.89261389e-01
    1.58159659e-04   8.48857965e-03]
 [  1.61802745e-04   9.07958893e-04   3.48188012e-04   2.65613850e-03
    7.44146673e-05   1.18351122e-03   5.75359026e-03   1.16774436e-06
    9.88832474e-01   8.07287797e-05]
 [  6.88834698e-05   1.92399582e-07   5.51972107e-06   4.95019922e-05
    1.89311697e-06   5.09300116e-05   1.85500877e-08   9.97715950e-01
    1.91406943e-05   2.08798703e-03]
 [  4.26194805e-04   5.46090905e-06   6.83831866e-04   7.89714177e-05
    9.64588463e-01   9.80389770e-04   6.51640657e-05   1.93154777e-03
    7.07581012e-06   3.12327519e-02]
 [  2.30806204e-03   1.57598704e-02   6.80370107e-02   5.20408899e-02
    9.28418487e-02   1.59189536e-03   1.72895193e-03   6.37380958e-01
    9.61578917e-03   1.18694708e-01]
 [  5.53305261e-04   1.76696712e-03   3.22974436e-02   1.40370030e-04
    8.58688712e-01   3.81519124e-02   1.13871954e-02   8.57346319e-03
    1.02175297e-02   3.82230915e-02]
 [  3.74933334e-05   1.93061283e-06   3.02148022e-04   1.15449839e-04
    1.77628417e-02   1.83716220e-05   8.11611517e-06   7.36897346e-03
    9.53610506e-05   9.74289358e-01]
 [  7.35986920e-04   1.15079968e-06   2.82743372e-06   1.17320130e-02
    2.71015251e-05   9.82587755e-01   1.10993124e-05   1.73342021e-04
    3.15899582e-04   4.41273302e-03]
 [  1.29338121e-04   2.70670716e-06   1.60531654e-05   2.03036063e-04
    1.00033102e-03   3.04476678e-04   4.95705592e-07   7.04000473e-01
    7.88619000e-05   2.94264168e-01]
 [  5.56463419e-05   3.21965240e-06   9.61187005e-04   5.31318539e-04
    9.68558073e-01   2.52036657e-03   1.89221406e-03   6.62754319e-05
    2.73473881e-04   2.51382291e-02]
 [  1.76472153e-04   1.37636615e-02   2.97326571e-03   6.33930461e-03
    1.55461079e-03   9.44637414e-03   1.39915443e-03   1.65407010e-03
    9.53502476e-01   9.19056218e-03]
 [  9.98843193e-01   6.39075637e-08   1.67569640e-04   1.49631116e-04
    8.70618294e-07   5.63887705e-04   8.80380394e-05   1.60625394e-04
    1.00326361e-05   1.61303524e-05]
 [  1.25357531e-06   4.17678265e-08   5.91370781e-06   5.77547716e-08
    9.99432743e-01   6.72563328e-05   2.05606819e-04   1.99269169e-04
    2.58482996e-05   6.18609483e-05]
 [  8.01297254e-04   4.21400741e-03   8.24447155e-01   4.42114696e-02
    1.21487603e-02   4.66989091e-04   1.75739860e-03   9.08288360e-02
    1.20652816e-03   1.99174397e-02]
 [  2.18749568e-01   8.11697915e-02   6.64307326e-02   3.23448097e-03
    1.86796486e-03   3.23099755e-02   3.05553645e-01   3.22196167e-03
    2.83159941e-01   4.30190144e-03]
 [  1.24803148e-06   3.74458568e-06   5.57904423e-04   1.88293088e-05
    9.71081772e-06   4.68244034e-05   1.49447551e-05   2.71329486e-06
    9.99326587e-01   1.74904435e-05]
 [  6.24455861e-04   1.51048496e-01   1.47851426e-02   6.44036531e-02
    3.92949842e-05   3.79359489e-03   1.38778214e-05   6.82818174e-01
    7.57182986e-02   6.75497297e-03]
 [  8.77424554e-06   1.92811440e-05   1.37639232e-04   4.32252455e-06
    9.97607589e-01   1.29790569e-04   7.81103503e-04   9.45977008e-05
    1.90756647e-04   1.02622283e-03]
 [  2.63761001e-04   3.23943794e-02   9.88988671e-04   1.81709722e-01
    4.70191808e-05   7.74231553e-02   9.01394815e-05   5.18141140e-04
    7.05049753e-01   1.51494821e-03]
 [  2.53524922e-06   4.21419536e-05   6.23149506e-04   2.71643494e-05
    1.15314254e-03   2.76309554e-03   9.95085418e-01   1.37839231e-06
    2.94375233e-04   7.52356709e-06]
 [  1.21142293e-05   6.23659616e-06   2.10733316e-03   3.01281083e-02
    2.10530544e-03   4.77434196e-06   1.30413605e-06   4.53265816e-01
    9.03975335e-04   5.11465073e-01]
 [  1.46682592e-04   2.40750851e-05   2.69886150e-05   2.39326168e-04
    4.60797673e-05   9.98796701e-01   1.65625795e-04   9.61077058e-06
    5.01284550e-04   4.36354821e-05]
 [  2.49832333e-08   3.15288639e-06   9.99442518e-01   5.50260069e-04
    5.21780947e-08   7.35156735e-09   6.07588390e-07   6.16554141e-09
    3.50518030e-06   4.92537744e-09]
 [  2.35798900e-04   9.34826676e-04   3.63886923e-01   4.56982572e-03
    6.03918433e-01   4.58601629e-03   1.77739523e-02   2.26111471e-04
    7.08511740e-04   3.15956282e-03]
 [  1.65958700e-04   6.85603163e-06   1.61422031e-06   6.47818611e-04
    1.37681791e-05   9.98502016e-01   1.81542491e-05   5.47163552e-07
    4.60676674e-04   1.82475909e-04]
 [  3.39340389e-01   4.75043751e-04   2.59855035e-04   6.26548827e-02
    2.22618677e-04   5.58063924e-01   2.91420030e-04   2.65632402e-02
    3.29693989e-03   8.83165188e-03]
 [  9.94342566e-01   2.24563895e-10   5.98685510e-05   1.88845854e-06
    2.32363462e-08   5.05861174e-03   5.15434192e-04   1.90279181e-07
    2.15013533e-05   2.15090949e-08]
 [  9.89738401e-05   2.20130050e-06   6.65219795e-06   1.45418860e-04
    2.35908360e-07   9.99662876e-01   3.55660413e-05   2.46232617e-07
    4.70099876e-05   9.37325410e-07]
 [  1.75863664e-04   5.00321948e-06   2.26576420e-04   2.78123684e-06
    9.75097355e-05   1.88287158e-04   9.99069750e-01   6.67404123e-08
    2.33256738e-04   7.90792797e-07]
 [  7.77172893e-02   2.61605601e-06   4.91429213e-03   2.27608867e-02
    1.83838654e-06   8.85671258e-01   3.68757010e-03   4.45251470e-04
    4.69652284e-03   1.02445643e-04]
 [  5.88235671e-05   9.20975253e-06   1.12306523e-04   2.34073326e-02
    9.64711478e-04   1.30203351e-01   1.67415544e-06   3.67148727e-01
    6.00036746e-03   4.72093523e-01]
 [  6.20472974e-06   1.91083411e-03   8.55778810e-04   1.66916987e-04
    2.26885476e-03   1.01264857e-03   9.93474782e-01   3.75360923e-06
    2.76193721e-04   2.40681020e-05]
 [  8.61600784e-05   8.50199576e-05   8.27306358e-04   7.41234243e-01
    1.48874125e-03   1.17901331e-02   2.68629424e-06   1.33303246e-02
    5.93352243e-02   1.71820149e-01]
 [  9.06712812e-05   6.88966975e-05   4.56421776e-03   1.19218355e-04
    2.09457916e-03   2.41717696e-03   1.01912918e-03   4.31852714e-05
    9.74003971e-01   1.55790029e-02]
 [  5.44843450e-03   5.69379181e-02   4.17240895e-03   2.17798427e-02
    4.50958967e-01   5.12124188e-02   8.50162189e-03   2.74360031e-02
    5.01024649e-02   3.23449820e-01]
 [  9.79034245e-01   5.77965184e-05   2.15669206e-04   3.06696165e-03
    2.59816843e-05   1.47122033e-02   1.52975041e-03   4.09116066e-04
    8.85287474e-04   6.31236617e-05]
 [  5.32032300e-06   2.62583040e-08   1.05447884e-06   4.22770204e-03
    1.33502428e-04   9.93566930e-01   2.12786105e-07   1.28284603e-06
    1.56610669e-03   4.97803092e-04]
 [  3.70790542e-04   3.99716839e-04   4.67418373e-04   7.37259924e-01
    3.24150780e-04   4.35812108e-04   1.90933515e-05   8.10586940e-03
    6.17139693e-03   2.46445894e-01]
 [  9.97126758e-01   1.25730615e-09   4.72696456e-06   1.69578870e-03
    1.65814207e-08   1.00706122e-03   8.66955361e-08   1.29018576e-04
    1.14980157e-05   2.50930043e-05]
 [  1.19035731e-05   1.18946494e-03   2.06464459e-03   2.61965068e-03
    1.37722597e-03   3.43783339e-03   3.37724137e-04   1.11570163e-03
    9.81502891e-01   6.34289626e-03]
 [  2.09458894e-03   3.62607796e-04   9.24011230e-01   2.24500578e-02
    2.39007659e-02   9.81028075e-04   3.68799712e-03   2.18217564e-03
    8.71874450e-04   1.94578189e-02]
 [  4.98266388e-07   4.05902501e-05   1.12301344e-03   2.43497525e-05
    6.96133729e-03   1.23812482e-04   9.91394818e-01   2.07340022e-07
    3.26235371e-04   5.20087633e-06]
 [  9.98079777e-01   7.44743375e-07   1.27702241e-03   4.06230480e-04
    2.46439612e-07   9.79592151e-05   5.07133773e-05   1.31650741e-05
    1.61946318e-05   5.80466076e-05]
 [  1.23685851e-07   3.14597742e-07   6.19744696e-07   9.99892712e-01
    4.02960287e-09   5.77307073e-05   1.07601028e-09   4.93102732e-07
    4.69218467e-05   1.09581845e-06]
 [  6.26937859e-03   1.30763724e-02   1.21764431e-03   5.57571184e-04
    2.30817186e-05   9.46872354e-01   3.56821023e-04   1.94764754e-04
    3.13993692e-02   3.27544367e-05]]
INFO:tensorflow:probabilities = [[  7.49575498e-04   1.32764602e-04   2.57084030e-03   2.98941650e-05
    1.69584304e-02   2.65365709e-02   9.52631354e-01   5.57691510e-06
    5.75656086e-05   3.27376591e-04]
 [  3.92227203e-01   1.10266510e-05   1.06060905e-02   5.96619211e-04
    9.79930846e-05   1.45006450e-02   8.67823139e-02   1.69840830e-04
    4.94319320e-01   6.88941975e-04]
 [  5.09049642e-05   9.94505227e-01   6.66541571e-04   8.58776388e-04
    2.43225557e-04   3.15624435e-04   8.23792303e-04   4.97761706e-04
    1.83660374e-03   2.01472474e-04]
 [  9.86752093e-06   2.66059360e-04   3.47945286e-04   1.61133567e-03
    1.15089279e-05   4.76948344e-06   4.03639518e-07   9.82630193e-01
    5.64515940e-04   1.45534286e-02]
 [  3.66365130e-04   2.64621758e-05   2.98822927e-03   4.28711173e-05
    4.98282872e-02   1.05967287e-04   9.46157098e-01   5.87154027e-05
    1.35059905e-04   2.90965283e-04]
 [  3.45713124e-05   9.08296806e-06   2.68636359e-05   2.54855258e-05
    9.92082953e-01   7.53817512e-05   1.18848919e-04   3.94302799e-04
    2.94119818e-05   7.20302016e-03]
 [  7.06077204e-04   3.12508047e-01   1.64615863e-03   7.34501034e-02
    6.92378217e-03   1.35481162e-02   5.73151337e-04   2.50357419e-01
    1.01779895e-02   3.30109060e-01]
 [  9.59021389e-04   3.90617643e-03   5.64053394e-02   1.02975545e-03
    4.78388041e-01   2.83500669e-03   3.46862674e-02   2.50876462e-03
    3.36445153e-01   8.28364640e-02]
 [  2.61886811e-07   4.48548177e-04   2.57264965e-05   5.63366804e-04
    8.84673398e-07   2.18741729e-06   6.68894939e-09   9.98020411e-01
    3.88391209e-06   9.34660377e-04]
 [  3.06566275e-04   3.64110077e-04   1.03464257e-03   9.89268005e-01
    1.59192979e-07   6.20999560e-03   3.73142893e-06   1.36951625e-04
    2.22546980e-03   4.50453750e-04]
 [  4.60519642e-03   3.25843573e-01   2.71785170e-01   2.57452093e-02
    3.92746122e-04   8.88266340e-02   7.80784339e-02   9.87976789e-04
    2.03636751e-01   9.83389036e-05]
 [  1.35012560e-05   1.40510053e-07   2.45226547e-04   1.56141432e-05
    2.73451698e-03   5.22137543e-06   5.17074966e-07   7.86550867e-04
    3.21795349e-04   9.95876908e-01]
 [  2.48738888e-06   9.95805860e-01   2.90659984e-04   1.92023022e-03
    9.51547408e-05   1.48155887e-04   2.64042377e-04   2.51347992e-05
    1.37418637e-03   7.39798415e-05]
 [  9.99918580e-01   4.45609993e-09   3.85181511e-06   3.87850814e-05
    1.49240815e-08   2.34991821e-05   9.31545310e-06   1.38916300e-06
    3.58250873e-06   1.02448519e-06]
 [  3.22715117e-04   7.09980668e-07   4.41797019e-05   1.83832544e-05
    1.05027293e-05   6.39872625e-03   3.32374475e-06   4.13601119e-05
    9.91523147e-01   1.63687847e-03]
 [  1.79153797e-03   3.62266474e-05   8.32632533e-04   4.91423343e-05
    1.96383544e-03   5.30599500e-04   9.91411090e-01   1.99166357e-06
    3.16994893e-03   2.12965970e-04]
 [  7.12155714e-04   1.31798210e-03   1.52892983e-02   6.17893450e-02
    5.33291459e-05   4.53226222e-03   1.71537814e-03   2.15843338e-05
    9.14091349e-01   4.77269990e-04]
 [  3.02225976e-06   8.72631153e-06   2.50014476e-04   2.78519246e-06
    6.67613838e-03   2.84737180e-04   9.92671609e-01   2.18058703e-05
    2.36843607e-05   5.75181330e-05]
 [  1.13956066e-05   9.81618129e-08   1.52100169e-03   9.93994296e-01
    1.32234201e-09   4.99538437e-04   1.20015713e-08   1.61989650e-04
    3.77731607e-03   3.43147804e-05]
 [  2.66517736e-06   1.19813230e-05   1.46425346e-05   1.86090692e-05
    9.81360316e-01   6.00731619e-05   1.65756373e-05   1.01233809e-03
    3.54803960e-05   1.74673889e-02]
 [  3.24308130e-05   4.36410710e-06   1.17668505e-05   7.15609713e-05
    5.86420902e-06   3.06844158e-05   2.39327935e-08   9.96999800e-01
    1.52433684e-04   2.69104331e-03]
 [  6.08414994e-05   9.91845906e-01   6.43373176e-04   2.96326005e-03
    1.51980275e-04   8.60160741e-04   3.33206728e-04   1.64107798e-04
    2.73195351e-03   2.45264004e-04]
 [  1.55163027e-04   1.26020808e-03   3.62002999e-01   3.46777469e-01
    2.90786575e-05   8.67616534e-02   2.09508799e-02   6.21421395e-06
    1.81918606e-01   1.37755400e-04]
 [  1.21103521e-05   2.03924083e-05   1.02263975e-05   6.75838892e-05
    2.46166904e-02   9.27686415e-05   2.32036746e-06   3.79066076e-03
    4.83756274e-04   9.70903456e-01]
 [  1.60671741e-04   4.11785953e-03   8.73678830e-03   9.29914594e-01
    1.42011282e-04   8.92936718e-03   4.43031488e-04   1.13953206e-06
    4.75331992e-02   2.13582098e-05]
 [  4.64519515e-04   6.82201907e-02   1.52344955e-03   1.32739395e-02
    4.97401878e-03   2.47462746e-03   7.49422750e-03   4.66468837e-03
    8.42210293e-01   5.46999946e-02]
 [  4.78424045e-04   6.52307212e-01   3.03221837e-04   1.74354482e-02
    1.09838787e-03   1.45927444e-03   9.52390372e-04   6.31474936e-03
    1.18326262e-01   2.01324716e-01]
 [  1.56159967e-05   7.89921089e-08   4.34170829e-07   9.69121902e-06
    4.09647655e-05   6.32981319e-05   1.23946489e-08   9.69468236e-01
    5.42562202e-06   3.03962193e-02]
 [  1.71093503e-04   2.50527519e-05   3.25921486e-04   5.22357877e-05
    3.09866425e-02   5.13301602e-05   5.45959228e-05   1.83142221e-03
    5.38923964e-03   9.61112499e-01]
 [  1.93725864e-05   1.63831919e-06   9.97311950e-01   2.33296561e-03
    4.26225961e-05   9.05212437e-06   5.23779599e-05   9.23262860e-07
    1.47150582e-04   8.17774489e-05]
 [  7.85611792e-06   1.11276153e-08   7.71469204e-04   1.03895017e-08
    4.81083362e-06   1.53220029e-07   9.99213696e-01   2.52728558e-08
    1.77296067e-06   2.63004097e-07]
 [  2.03610020e-04   6.52126437e-06   1.19573393e-04   5.60107902e-02
    1.48573208e-05   9.42349732e-01   9.28018108e-06   1.45753249e-04
    9.15874261e-04   2.23988114e-04]
 [  5.45875771e-08   2.95879033e-07   7.60857165e-06   5.67541429e-06
    9.98446405e-01   6.20097780e-05   2.77523050e-05   1.79608705e-05
    1.43400166e-05   1.41797506e-03]
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    5.90407010e-03   3.86639917e-03]
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    7.59447336e-01   1.39550522e-01]
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    5.93932441e-08   8.60395175e-12]
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    6.15326135e-05   1.10296987e-03]
 [  2.85732909e-03   1.71190943e-04   1.97167741e-04   2.36573983e-02
    7.56314766e-05   9.66857255e-01   3.32743442e-03   1.69838549e-05
    2.25179852e-03   5.87935094e-04]
 [  1.57995697e-03   7.05604970e-01   1.20645650e-02   1.57390698e-03
    4.25661245e-04   3.32899275e-03   7.54999975e-03   2.15256866e-03
    2.64009088e-01   1.71041524e-03]
 [  2.13972796e-02   1.22870151e-05   5.88109158e-03   9.90349872e-05
    2.81290780e-03   6.79148734e-03   9.62575316e-01   1.62846773e-04
    2.73536043e-05   2.40542067e-04]
 [  8.84759910e-09   6.33877744e-06   6.92989033e-06   1.28295404e-04
    2.22705001e-08   1.03694936e-06   2.26547781e-10   9.99627948e-01
    1.48799509e-05   2.14456799e-04]]
INFO:tensorflow:global_step/sec: 156.445
INFO:tensorflow:loss = 0.167897, step = 9701
INFO:tensorflow:probabilities = [[  1.33702636e-01   1.75439063e-02   4.85974401e-01   1.70110047e-01
    6.38364872e-04   6.41994476e-02   3.80938724e-02   2.70478404e-03
    8.58660042e-02   1.16658641e-03]
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    1.05409934e-04   1.58300099e-05]
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    8.63705948e-03   3.07914298e-02]
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    1.85133889e-04   2.23729337e-04]
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    9.83224392e-01   4.25195234e-04]
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    8.02322407e-04   3.58158767e-01]
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 [  1.59333940e-04   3.84689571e-04   2.93843094e-02   2.11900510e-02
    6.89411283e-01   5.10360673e-03   1.58149600e-02   2.82604340e-02
    1.71558447e-02   1.93135381e-01]
 [  1.99593417e-03   2.12683699e-06   3.39655392e-02   5.28901175e-04
    7.88519502e-01   4.93010331e-04   8.56859144e-03   4.78522619e-03
    8.50671961e-04   1.60290524e-01]
 [  1.46745937e-03   1.06138687e-05   3.64391692e-02   4.55741509e-04
    9.38403828e-05   3.45814787e-03   2.02561903e-04   2.23513646e-03
    9.40510392e-01   1.51269138e-02]
 [  5.09001766e-05   1.37067007e-04   6.11560768e-04   7.55555695e-03
    5.80613092e-02   1.16881938e-03   5.89047995e-05   2.14116764e-03
    3.13891214e-03   9.27075744e-01]
 [  9.34388372e-05   9.73732881e-08   9.99527574e-01   9.15298151e-05
    1.37382285e-05   1.52344182e-06   8.69950782e-06   5.99154228e-05
    1.08487962e-04   9.51110778e-05]
 [  4.65466845e-04   7.74529053e-06   5.08158664e-05   6.57337457e-02
    2.28552999e-05   9.27689195e-01   3.14497520e-05   8.09550766e-05
    4.17692261e-03   1.74086599e-03]
 [  9.11426355e-07   1.28947679e-04   9.99736369e-01   9.70899710e-05
    5.46796812e-08   2.44120724e-06   4.73756472e-06   7.16476779e-06
    2.18594469e-05   4.65321506e-07]
 [  3.48973228e-03   3.18643311e-03   2.02875398e-03   4.56536701e-03
    8.80345397e-05   2.75029335e-02   8.45513714e-04   8.84837500e-05
    9.57866967e-01   3.37754522e-04]
 [  1.01478783e-07   2.12642037e-09   1.73159424e-05   1.53362166e-07
    9.99195874e-01   7.96757831e-06   1.16601941e-05   5.11448161e-05
    5.03534466e-06   7.10745866e-04]]
INFO:tensorflow:probabilities = [[  1.80218834e-04   3.09659576e-04   1.63108107e-05   7.25771999e-04
    6.50278270e-01   1.14679672e-02   3.01177468e-04   5.43358363e-03
    1.23747007e-03   3.30049634e-01]
 [  9.99963641e-01   2.03226758e-11   9.66430343e-06   7.72889143e-06
    5.68954172e-12   1.63466993e-05   5.39273373e-08   3.50037027e-07
    2.23136999e-06   4.60311398e-08]
 [  2.15427444e-05   1.29229165e-05   4.25895443e-04   6.29504621e-06
    2.72036134e-03   1.81958585e-05   9.96731877e-01   3.87892715e-06
    5.07549375e-05   8.28637712e-06]
 [  2.75433325e-04   1.42466079e-03   9.79508162e-01   1.49891246e-02
    2.30970181e-06   9.44381231e-04   3.81859172e-05   1.95929827e-03
    7.27833947e-04   1.30585933e-04]
 [  6.87663481e-02   2.14278465e-04   1.40036747e-03   6.95813121e-03
    1.28544614e-01   7.04624355e-01   1.17571121e-02   2.74487771e-02
    5.57877216e-03   4.47072573e-02]
 [  9.66292690e-04   3.66074564e-05   1.17962412e-03   2.87522300e-04
    6.50652451e-03   3.22690490e-03   9.84740555e-01   4.47119237e-05
    2.94109061e-03   7.02462057e-05]
 [  1.41919809e-04   9.83066678e-01   9.65789775e-04   2.98615592e-03
    6.53828261e-04   2.52492959e-04   7.93593761e-04   1.87746657e-03
    8.54223687e-03   7.19787145e-04]
 [  5.44542490e-05   4.58441704e-04   7.45520720e-06   8.24571587e-04
    9.37596977e-01   2.38744915e-02   1.78268732e-04   8.75278004e-03
    2.14176625e-03   2.61109155e-02]
 [  2.23559036e-04   1.21970372e-02   2.46336538e-04   3.52254743e-03
    1.70426426e-06   3.96904361e-05   7.01713579e-05   6.79903605e-05
    9.83598471e-01   3.24510693e-05]
 [  1.09320681e-05   1.22907804e-03   2.37076730e-03   9.95481133e-01
    7.28335124e-07   8.51889417e-05   1.02153781e-05   1.19702854e-05
    6.28843671e-04   1.71084277e-04]
 [  1.45901686e-05   9.88738775e-01   8.62631365e-04   3.46580124e-03
    1.96110996e-05   2.76199717e-05   2.35514362e-05   3.73986317e-03
    1.59658201e-03   1.51089928e-03]
 [  8.81807227e-06   5.95029007e-07   2.06115965e-05   3.85250925e-04
    5.63895373e-05   9.95278120e-01   7.83312425e-05   9.74500267e-07
    3.94712761e-03   2.23832278e-04]
 [  9.94078517e-01   1.67559733e-06   5.78749983e-04   1.55260481e-04
    2.54138795e-05   4.24109818e-03   5.09897538e-04   2.58865592e-04
    8.17423497e-05   6.87981956e-05]
 [  1.64639782e-02   6.80120938e-05   9.24464583e-01   2.94069876e-03
    1.07132773e-05   4.96545248e-02   4.60617524e-03   2.43169372e-04
    1.47596630e-03   7.21149408e-05]
 [  9.81324411e-05   1.58866431e-04   6.62977327e-05   3.82692699e-04
    3.52681696e-01   1.55420671e-03   4.79664377e-05   2.50818729e-02
    2.70355871e-04   6.19657815e-01]
 [  2.44930379e-05   3.92303257e-08   5.27416114e-06   4.04101993e-05
    9.64924395e-01   4.31147986e-04   4.48662140e-05   1.35345291e-02
    2.13259249e-04   2.07816213e-02]
 [  2.44177918e-05   2.15388134e-08   2.26379120e-06   1.21862768e-05
    7.17756571e-03   9.86196901e-05   4.60055071e-06   1.61971524e-03
    1.79101480e-04   9.90881562e-01]
 [  1.29551088e-04   1.15868875e-06   4.44713714e-06   1.91343634e-03
    1.78022112e-03   5.14922198e-04   2.30395199e-06   6.68190373e-03
    3.54846125e-04   9.88617241e-01]
 [  9.99448836e-01   8.77715678e-09   2.66336046e-05   1.59657156e-05
    3.10378368e-07   4.01484693e-04   1.98999101e-06   6.79323421e-05
    1.42028284e-05   2.25124768e-05]
 [  8.20148634e-05   2.05653310e-01   8.90748389e-03   1.40970588e-01
    1.65589829e-03   6.67557940e-02   8.65676411e-05   2.15017889e-02
    3.76220167e-01   1.78166479e-01]
 [  2.62420490e-05   8.52423109e-05   4.03221278e-03   3.13885139e-05
    9.88896132e-01   6.36470329e-04   2.60428875e-03   5.80394699e-05
    1.99693069e-03   1.63306645e-03]
 [  2.38528173e-05   6.40040744e-05   3.32917692e-03   6.53826510e-06
    9.94629860e-01   1.17570926e-04   1.38984644e-03   2.31059366e-05
    1.78538729e-04   2.37352157e-04]
 [  7.61018964e-05   2.54130631e-04   9.94682372e-01   2.80430354e-03
    3.95630086e-05   2.25511947e-04   9.94296744e-04   8.30197750e-05
    7.61864940e-04   7.88635080e-05]
 [  8.98241531e-04   1.71721683e-06   2.18682853e-05   6.80856319e-05
    1.98661489e-03   8.41234520e-04   2.57258489e-06   9.23830092e-01
    8.91135351e-05   7.22604170e-02]
 [  1.70198728e-05   7.16471914e-05   5.17501321e-04   1.11171918e-03
    6.31505565e-04   6.26048967e-02   6.72431372e-04   1.09255011e-03
    9.29577649e-01   3.70311271e-03]
 [  2.08547117e-05   4.58866525e-05   1.82639415e-05   1.41982619e-05
    9.77385461e-01   3.32870026e-04   1.78035247e-04   2.77449610e-04
    1.17837614e-03   2.05486324e-02]
 [  3.24637105e-04   1.56571559e-06   1.55278685e-05   5.37099622e-05
    1.40351395e-03   9.84181941e-01   7.08603160e-03   9.18369267e-07
    6.82792859e-03   1.04244966e-04]
 [  5.03613910e-06   9.16366207e-06   4.37351118e-05   9.98108625e-01
    1.89247726e-06   1.57603913e-03   3.12312068e-06   4.00599993e-06
    1.38273317e-04   1.10044464e-04]
 [  9.25250828e-01   1.37074687e-06   4.36820369e-03   3.56933706e-05
    9.89239896e-04   5.47174923e-03   5.58029823e-02   3.51609124e-05
    7.80007616e-03   2.44605268e-04]
 [  3.29557131e-03   7.35806098e-05   9.03784414e-04   9.93662000e-01
    2.18108016e-06   9.73523653e-04   1.13232345e-05   3.02331668e-04
    6.94676535e-04   8.08965488e-05]
 [  3.06443872e-05   1.30995807e-06   5.18280605e-04   8.10158610e-07
    1.57717010e-03   7.26689905e-05   9.97700036e-01   5.42716089e-06
    2.20717120e-05   7.15077767e-05]
 [  9.36449965e-07   1.72410836e-07   1.89909929e-06   2.92082859e-06
    9.95967031e-01   6.76676689e-04   2.03565913e-04   1.77634967e-04
    2.31545302e-03   6.53748459e-04]
 [  4.32630116e-03   2.27524157e-04   1.27079675e-03   7.90710561e-03
    1.21352234e-04   4.39963937e-01   5.44749379e-01   5.74888816e-07
    1.36138510e-03   7.17237053e-05]
 [  3.12305892e-05   6.29148781e-06   4.25496995e-01   5.72623968e-01
    6.30652949e-06   1.02310667e-04   4.07462949e-06   7.43619603e-06
    1.71804707e-03   3.35800496e-06]
 [  4.44246007e-06   4.49067913e-04   9.99211073e-01   1.62157157e-04
    2.31131338e-07   5.74954356e-05   2.60906945e-05   4.47733646e-06
    8.48780546e-05   1.50989035e-08]
 [  1.88923186e-05   2.68333356e-08   1.71338274e-06   5.82351004e-06
    1.25572313e-07   9.99174058e-01   4.98638792e-06   2.11931770e-08
    7.93973100e-04   3.08668888e-07]
 [  4.50963434e-03   5.84070280e-04   1.03684107e-03   7.81304855e-03
    3.39526268e-05   5.57226781e-03   1.84749751e-05   1.02962572e-02
    9.26409662e-01   4.37258966e-02]
 [  2.22412287e-04   3.74860178e-06   1.76535556e-04   5.51017523e-01
    3.94314702e-06   2.36135069e-03   1.73814374e-06   3.18136517e-05
    4.38535899e-01   7.64510967e-03]
 [  1.74011911e-05   7.04448903e-04   5.03642678e-01   8.55846272e-04
    4.01238911e-02   7.36881280e-04   6.79706223e-03   6.11095629e-06
    4.42609131e-01   4.50661173e-03]
 [  5.08199264e-05   2.84051907e-07   9.93685913e-04   1.52471587e-01
    2.62904200e-06   8.43506515e-01   1.20513623e-05   3.41312648e-06
    2.92570121e-03   3.32538802e-05]
 [  9.16659534e-01   1.22211004e-05   9.69437242e-05   2.14447314e-03
    1.60710510e-06   6.11355193e-02   1.74122527e-02   1.93898995e-06
    2.51749111e-03   1.80065799e-05]
 [  4.84021548e-05   1.88614102e-08   1.65611634e-03   1.05219986e-03
    3.95318420e-06   4.89566446e-05   2.38563989e-05   1.10335895e-06
    9.96884763e-01   2.80526001e-04]
 [  3.02067783e-04   1.88501435e-05   8.22962902e-05   1.08832166e-04
    5.96787095e-06   2.86266932e-05   1.45437610e-07   9.98184144e-01
    2.42191200e-05   1.24476070e-03]
 [  6.60272490e-04   8.15821113e-05   1.06930323e-02   1.84219061e-05
    1.42606266e-04   5.97696332e-03   9.81368244e-01   2.66541497e-06
    1.02030043e-03   3.58655925e-05]
 [  7.85311610e-02   9.09926712e-06   1.28810620e-02   1.13448249e-02
    5.13266514e-06   3.50700580e-02   4.22089407e-03   2.81467546e-05
    8.57899368e-01   1.01912410e-05]
 [  2.60306806e-05   3.66730319e-07   1.09109841e-03   5.04935859e-04
    1.24151086e-06   6.16933801e-04   2.95414839e-06   6.26081019e-04
    9.94664788e-01   2.46566720e-03]
 [  4.01462712e-05   9.78994131e-01   1.08517520e-03   1.79529749e-03
    1.16350748e-05   6.90473025e-05   2.44180253e-03   4.96450639e-06
    1.55504495e-02   7.20834714e-06]
 [  2.31356662e-05   9.29286301e-01   3.97512922e-03   1.52768549e-02
    3.03515029e-04   1.77857961e-04   3.86762113e-05   3.94901261e-02
    1.09387608e-02   4.89667174e-04]
 [  9.99821723e-01   1.36025378e-08   3.25283763e-05   3.32974582e-06
    7.26308045e-08   5.23631061e-05   7.39962270e-05   1.61612729e-06
    1.27958720e-05   1.51525887e-06]
 [  2.53313949e-04   9.94279146e-01   1.39361760e-03   2.13061972e-03
    8.60121436e-05   3.52596282e-04   3.09341645e-04   2.00791648e-04
    9.34385345e-04   6.01258689e-05]
 [  4.46024642e-04   1.14905951e-03   1.73280493e-03   9.90531504e-01
    2.74914819e-05   4.63720644e-03   7.28162413e-05   3.95969073e-05
    1.27345801e-03   9.00163577e-05]
 [  8.57006016e-05   1.68831903e-05   9.68799213e-06   5.74227035e-01
    1.41491437e-05   4.20378566e-01   3.38716054e-05   2.05059587e-05
    5.18896035e-04   4.69469791e-03]
 [  2.63569673e-04   4.32174675e-05   4.00180841e-04   1.13405324e-04
    7.39753485e-01   2.98423431e-04   6.95560593e-04   7.83318374e-03
    8.33640923e-04   2.49765426e-01]
 [  5.07433356e-07   8.51125094e-07   9.99657512e-01   3.04491376e-04
    3.02975582e-06   2.99005620e-07   3.38478480e-06   1.68187938e-07
    2.95897462e-05   4.16225504e-07]
 [  1.33448793e-05   9.14276063e-01   2.87101138e-03   2.00274996e-02
    1.17300462e-03   3.53230536e-02   3.32595082e-03   1.68855622e-04
    2.21217610e-02   6.99653581e-04]
 [  5.16822911e-06   1.66098562e-05   5.21836000e-06   2.02744093e-04
    1.23875716e-05   4.25806829e-05   1.33518858e-08   9.92107093e-01
    1.73275293e-05   7.59085594e-03]
 [  9.99926567e-01   9.58828128e-10   5.24045890e-06   2.19078834e-06
    4.84673801e-10   6.15394456e-05   3.37635768e-08   2.96925322e-07
    3.46289312e-06   8.36874847e-07]
 [  2.11828985e-04   1.25629349e-05   7.57462112e-05   9.80328023e-01
    1.23811105e-07   1.76938027e-02   4.02290289e-06   8.51570920e-04
    2.01801202e-04   6.20581850e-04]
 [  5.62276284e-04   9.79505777e-01   4.79065208e-03   3.50047788e-03
    1.84378936e-04   1.10082794e-03   2.29607453e-03   1.58723583e-03
    6.15460798e-03   3.17647791e-04]
 [  7.63690285e-03   3.59782098e-06   5.45246061e-04   1.90690000e-04
    4.01822478e-03   5.81825152e-03   9.76770520e-01   1.05598292e-05
    4.41603037e-03   5.89990465e-04]
 [  3.40827508e-03   1.69339983e-04   2.27353041e-04   2.00358816e-04
    3.57196441e-05   9.92692292e-01   1.21042784e-03   3.86135071e-04
    1.64700765e-03   2.31044032e-05]
 [  7.13032088e-04   1.78487323e-06   1.58029099e-04   3.46329107e-05
    6.48738205e-05   1.92453037e-04   2.81964371e-04   1.88974332e-06
    9.98103023e-01   4.48309031e-04]
 [  9.99923229e-01   2.72100810e-12   1.57205520e-07   1.91181862e-05
    4.53864116e-12   5.63141111e-05   3.68624398e-09   1.10487656e-06
    8.33773512e-08   1.65863270e-07]
 [  1.45772628e-05   1.00092904e-03   3.65356216e-04   1.41506819e-02
    5.42684902e-05   2.20645103e-04   7.72915996e-07   9.75899994e-01
    1.96341090e-04   8.09643045e-03]
 [  1.55493166e-04   1.46861166e-05   1.22667034e-03   3.69619511e-06
    1.05602681e-04   5.88424737e-05   9.98110414e-01   2.84851467e-07
    3.24048684e-04   3.78032553e-07]
 [  1.09519158e-03   3.12928591e-06   7.99295412e-06   2.84886849e-03
    6.85122927e-07   9.88754869e-01   4.22865742e-06   1.46641032e-05
    7.14782812e-03   1.22527665e-04]
 [  5.70229486e-06   4.77396540e-08   2.55643594e-04   2.45976199e-08
    2.09020563e-05   2.55031791e-05   9.99689579e-01   2.95310804e-10
    2.61232731e-06   9.33132593e-09]
 [  8.66393475e-06   9.83141661e-01   7.83547352e-04   5.50844101e-03
    4.59843141e-04   2.48725899e-03   1.42369780e-03   7.73113788e-05
    5.93933137e-03   1.70090614e-04]
 [  5.45808696e-04   4.79800201e-06   4.33310270e-05   9.69549874e-05
    9.12781761e-05   1.31832133e-03   5.95214374e-07   6.43655837e-01
    1.91593205e-03   3.52327138e-01]
 [  8.26917822e-05   1.09911707e-06   7.16138447e-06   1.90063092e-05
    2.95196332e-05   1.78886403e-03   2.72059951e-05   1.20964025e-04
    9.95124638e-01   2.79894797e-03]
 [  8.82365021e-06   9.18747392e-04   8.16124248e-06   8.75805330e-04
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    1.00881082e-03   9.07159567e-01]
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    1.08223445e-04   4.17040162e-08]
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    2.49139994e-04   2.38522465e-04   1.27968699e-04   3.34861353e-02
    1.61692884e-03   4.31094225e-03]
 [  1.26126372e-08   1.07913103e-03   9.98724401e-01   1.82995849e-04
    1.51395740e-09   1.87315891e-07   6.69374458e-07   2.37562006e-08
    1.24633834e-05   1.60665092e-10]
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    9.14453622e-03   1.19668327e-03]
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    3.17191385e-04   2.58382298e-02]
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    8.90264346e-05   8.04757874e-05   4.19347460e-04   8.97028585e-05
    1.03474432e-03   5.38996574e-05]
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    5.83555084e-05   6.12093686e-07]
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    2.11637234e-06   4.96919483e-07   8.83088796e-05   8.55275232e-07
    9.24663652e-07   8.43974988e-08]
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    2.10432991e-01   3.92484872e-05   1.27505288e-01   4.88329562e-04
    7.30915228e-04   4.13314439e-03]
 [  2.78041186e-03   7.47058153e-01   1.50153255e-02   3.19909900e-02
    1.99660081e-02   5.54819293e-02   3.24815698e-02   8.86223745e-03
    7.15188459e-02   1.48444055e-02]
 [  5.72138088e-05   4.65501762e-05   1.64226827e-03   2.34349957e-03
    4.41496193e-01   7.42692209e-05   5.93925244e-04   1.42755487e-03
    8.25771014e-04   5.51492751e-01]
 [  2.85547692e-04   9.67099249e-01   2.02479158e-02   2.25752080e-03
    1.67988380e-03   1.84814082e-04   1.10873964e-03   3.51022021e-03
    3.41251981e-03   2.13648003e-04]
 [  9.02982196e-04   1.34004623e-01   3.64755362e-01   6.70672059e-02
    3.37818339e-02   2.10361811e-03   3.79200935e-01   1.75638695e-03
    1.46655524e-02   1.76152529e-03]
 [  1.10816583e-02   7.07475410e-05   2.10140705e-01   1.65858530e-02
    4.04922128e-01   4.23683412e-03   1.43053047e-02   2.33819969e-02
    6.22836966e-03   3.09046447e-01]
 [  1.42002059e-03   9.71717536e-01   1.22341020e-02   4.99420566e-04
    1.33538723e-03   3.46625238e-05   1.86467811e-03   3.00523918e-03
    7.80019863e-03   8.88354552e-05]
 [  1.36878458e-04   5.08092708e-05   9.02729575e-04   2.16765385e-02
    5.92691640e-06   2.83185393e-03   5.93068216e-06   1.64648111e-04
    9.73600805e-01   6.23799162e-04]
 [  9.79410648e-01   6.28538199e-09   6.06496224e-06   5.15751657e-04
    1.15816357e-09   1.10713309e-02   1.05975140e-07   8.44501611e-03
    1.62930315e-04   3.88287910e-04]]
INFO:tensorflow:global_step/sec: 155.034
INFO:tensorflow:loss = 0.223072, step = 9801
INFO:tensorflow:probabilities = [[  4.45517339e-03   8.16960528e-05   1.00282705e-04   2.36887811e-03
    6.62492021e-05   9.81386483e-01   2.49640696e-04   1.80837542e-05
    1.08839935e-02   3.89414810e-04]
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    4.99981828e-03   6.12726688e-01]
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    9.87697423e-01   2.16335960e-04]
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    7.59947172e-04   1.49397856e-05   9.98090565e-01   1.84926139e-05
    7.51745974e-05   6.69717838e-06]
 [  4.85341343e-06   9.97810900e-01   7.23201316e-04   4.56463487e-04
    2.25229578e-05   7.15056649e-06   2.04718730e-04   2.20358736e-04
    5.25150856e-04   2.47817279e-05]
 [  2.96677579e-03   3.32047872e-04   8.36662389e-03   4.69709234e-03
    1.93703873e-03   1.67693589e-02   6.32647192e-04   7.57847738e-04
    9.59865928e-01   3.67461843e-03]
 [  1.04569445e-07   4.83932963e-05   7.15346050e-06   4.43237768e-05
    9.91995931e-01   1.00230405e-04   2.06537898e-05   2.71337153e-03
    5.06797747e-04   4.56303265e-03]
 [  3.65636833e-02   4.41579374e-07   2.59491266e-04   2.32704543e-03
    2.41531197e-05   9.40496624e-01   3.06740112e-05   8.35237806e-05
    1.82787236e-02   1.93568296e-03]
 [  9.14983466e-05   9.94752288e-01   5.03580843e-04   6.29883434e-04
    8.68630086e-05   3.55330703e-05   2.88609066e-03   2.53149250e-04
    7.10593595e-04   5.02265939e-05]
 [  1.69480918e-03   9.14812684e-01   2.52413154e-02   1.07366685e-02
    1.22042722e-03   1.71318441e-03   8.56265519e-03   1.26380669e-02
    2.12434139e-02   2.13678135e-03]
 [  9.99586999e-01   1.07181863e-09   3.05961548e-05   4.88326032e-06
    1.23635058e-09   2.88253679e-04   6.95885537e-05   1.10074989e-08
    1.92056523e-05   4.59539223e-07]
 [  4.52650376e-02   2.63980201e-06   8.60837579e-04   1.33380957e-03
    1.06666458e-03   4.60663557e-01   1.98501706e-01   1.60335712e-05
    2.92243540e-01   4.60938572e-05]
 [  9.87672865e-06   3.52671595e-05   1.44858693e-03   2.07637888e-04
    4.39168343e-06   8.75297519e-06   1.04674953e-08   9.94815409e-01
    3.35483710e-05   3.43649345e-03]
 [  1.03988250e-05   2.40128080e-04   6.28241058e-03   2.92036384e-01
    7.77999696e-04   3.16272974e-02   3.72420764e-04   1.65675785e-02
    6.39449716e-01   1.26357032e-02]
 [  9.75054456e-04   1.23111449e-05   1.11154448e-04   5.40057421e-02
    1.01917763e-07   9.43610311e-01   8.09564710e-07   1.20209894e-04
    3.37623933e-04   8.26615666e-04]
 [  1.08562836e-05   9.97607708e-01   2.20413058e-04   7.04487553e-04
    1.56647089e-04   5.37212880e-04   3.32580559e-04   3.49700276e-05
    3.45196080e-04   4.99183298e-05]
 [  1.10632845e-03   1.10655958e-02   5.80761321e-02   8.55951905e-02
    1.06016616e-03   5.04288728e-05   1.31173238e-05   6.58237398e-01
    2.75303628e-02   1.57265276e-01]
 [  1.28053185e-02   1.56236009e-03   1.55779917e-03   3.43164225e-04
    1.84258039e-03   9.58561540e-01   1.55587569e-02   6.50152913e-04
    6.62769657e-03   4.90408682e-04]
 [  2.58404005e-04   2.27242559e-02   9.37154651e-01   9.72050987e-03
    5.20394184e-04   2.83730682e-04   4.62470949e-03   5.18918852e-04
    2.37907879e-02   4.03648475e-04]
 [  1.42448617e-03   3.30726197e-03   2.33916542e-03   1.01509283e-03
    7.60606408e-01   5.41375903e-03   2.07389519e-03   1.87440366e-02
    1.08188942e-01   9.68869701e-02]
 [  5.23000839e-04   1.15793466e-06   1.01774185e-05   4.49908694e-05
    1.14717625e-06   9.68137756e-05   1.30104638e-07   9.98856544e-01
    9.57013253e-06   4.56554611e-04]
 [  2.37214705e-03   4.20249530e-10   6.31925218e-07   3.65968731e-06
    2.84056532e-05   1.63133336e-05   1.58778573e-08   9.93376195e-01
    2.99765929e-06   4.19958774e-03]
 [  3.20374471e-04   7.11382242e-08   8.93439355e-05   9.97424009e-04
    1.56969880e-04   9.36779261e-01   9.39120073e-05   3.23949585e-04
    5.72165921e-02   4.02209209e-03]
 [  7.48087041e-06   9.93594944e-01   2.83121713e-04   3.48997361e-04
    3.95525392e-04   7.46607082e-04   6.86792948e-04   9.20401944e-05
    3.66062461e-03   1.84148608e-04]
 [  8.71087015e-01   3.07905417e-08   4.67671780e-05   1.33113699e-05
    2.76336518e-08   1.28419921e-01   8.84026813e-05   2.38056714e-07
    3.44380969e-04   1.24066489e-07]
 [  5.51990379e-05   9.95354414e-01   2.79010436e-03   4.27046965e-04
    1.28055646e-04   3.80738784e-05   4.35333968e-05   6.25673798e-04
    5.10198122e-04   2.77199997e-05]
 [  5.17648703e-04   1.66590689e-05   1.32528497e-04   4.38117168e-05
    9.62102473e-01   6.34700584e-04   5.61063061e-04   3.55949719e-03
    6.89131813e-03   2.55403146e-02]
 [  9.53894869e-06   5.16985756e-06   1.30765775e-05   4.06376921e-06
    9.90254581e-01   6.93530383e-05   8.00146445e-05   4.04428545e-04
    1.24605861e-03   7.91354850e-03]
 [  1.50407232e-05   6.58496792e-05   5.74966287e-03   3.77933651e-01
    6.21894635e-02   1.78440969e-04   1.13066008e-05   1.95086896e-02
    2.23406567e-03   5.32113791e-01]
 [  2.67913420e-04   9.89523947e-01   1.68133806e-03   1.52274128e-03
    1.57483446e-04   1.47772385e-04   1.13033946e-03   1.76205393e-03
    3.48067819e-03   3.25862668e-04]
 [  7.51245487e-03   1.16383846e-04   4.17483672e-02   1.02099577e-04
    1.31454766e-02   2.54642451e-03   8.90930235e-01   2.87605944e-04
    2.76686456e-02   1.59422699e-02]
 [  8.07169781e-05   2.48988485e-03   4.96315490e-03   1.81444164e-03
    5.77017548e-04   3.54967284e-04   7.36420741e-03   2.40582231e-05
    9.81847525e-01   4.83930198e-04]
 [  1.93928005e-04   9.82483268e-01   4.70831571e-03   3.31090385e-04
    1.00988382e-03   9.69056127e-05   1.43609475e-03   1.82765373e-03
    7.28803268e-03   6.24881068e-04]
 [  7.61994597e-05   9.93935525e-01   4.99864807e-04   1.28287601e-03
    1.45772123e-04   4.49562242e-04   1.50391972e-03   3.94950213e-04
    1.59927760e-03   1.12063542e-04]
 [  2.34829262e-03   3.46714543e-04   4.55479196e-04   3.41734216e-02
    8.60573491e-04   9.42630231e-01   2.24518953e-04   1.28492800e-04
    1.64694674e-02   2.36286991e-03]
 [  9.95250812e-05   4.30654645e-01   6.45775860e-03   1.05378024e-01
    7.09924800e-03   3.82776290e-01   3.63561930e-03   9.12431569e-05
    5.27022481e-02   1.11052906e-02]
 [  1.68251747e-04   9.90775049e-01   1.56559423e-03   1.22443412e-03
    2.84503680e-04   2.78999563e-04   1.42904581e-03   2.81088316e-04
    3.94575810e-03   4.72532302e-05]
 [  4.23870864e-04   9.41096723e-01   3.49092484e-02   3.04050418e-03
    1.99435093e-03   2.69603101e-04   1.39984617e-03   1.77019089e-03
    1.47379646e-02   3.57682700e-04]
 [  2.76805513e-05   3.77577636e-03   2.06637383e-02   6.32566690e-01
    8.18697299e-05   3.10714287e-03   2.03736723e-04   2.79855070e-04
    3.39210391e-01   8.30341814e-05]
 [  9.47867637e-04   7.84006268e-02   8.94404888e-01   2.01031212e-02
    3.12804605e-06   3.53626907e-04   3.85031599e-04   2.08936559e-04
    5.14323497e-03   4.96286302e-05]
 [  1.51381237e-05   1.68705384e-07   9.16764020e-06   1.23114626e-06
    9.95410025e-01   3.77446733e-04   5.76320570e-04   1.48910261e-03
    4.98635927e-04   1.62274286e-03]
 [  1.43833109e-03   1.51279554e-01   8.77521059e-04   9.01322514e-02
    7.32081980e-02   1.90995801e-02   1.64003356e-03   4.22785506e-02
    6.98722824e-02   5.50173759e-01]
 [  2.84527172e-03   5.78192339e-05   1.33640378e-05   1.14577000e-04
    6.61924202e-03   7.69185193e-04   1.83978295e-06   8.20373893e-01
    2.89085554e-04   1.68915704e-01]
 [  9.99693155e-01   1.16930563e-08   4.99210728e-05   4.46693366e-06
    1.32016680e-07   2.28768520e-04   1.47044402e-05   1.00388422e-06
    2.06853770e-06   5.97173675e-06]
 [  4.28814329e-02   3.18279126e-05   6.85885787e-01   8.38801637e-02
    1.60070276e-03   1.57079063e-02   2.25017127e-02   1.34489324e-04
    1.38888076e-01   8.48788954e-03]
 [  2.43574959e-07   2.37889907e-07   1.57574366e-03   2.23799452e-06
    4.33600690e-05   2.88235498e-07   9.98345137e-01   5.58272745e-07
    3.21536500e-05   9.09024145e-09]
 [  5.95440288e-05   4.24622954e-07   1.12082569e-04   3.32302740e-03
    9.24662709e-06   8.87809508e-03   2.27414284e-06   1.26760115e-05
    9.87149179e-01   4.53428191e-04]
 [  1.18131022e-04   1.38419546e-06   1.18793389e-04   3.04421519e-06
    9.97087181e-01   4.37262614e-04   1.50081934e-03   2.20623304e-04
    2.18331174e-04   2.94359575e-04]
 [  3.18289851e-03   3.12223341e-02   4.23005782e-03   1.15033304e-02
    1.41442969e-01   6.10456839e-02   7.25742400e-01   1.32737739e-04
    1.86975356e-02   2.80017755e-03]
 [  9.99991655e-01   6.82678566e-11   1.18267685e-07   5.08756628e-08
    1.65280081e-11   1.49278753e-06   3.78222218e-08   2.56753168e-07
    6.45666159e-06   2.10702371e-08]
 [  5.50112047e-04   5.75415982e-07   5.62138257e-06   5.15967367e-05
    2.48186734e-05   9.94354129e-01   3.29420459e-07   8.74377962e-04
    3.87854339e-03   2.59975612e-04]
 [  5.78074068e-05   7.73350166e-07   5.43699949e-04   1.39607466e-04
    9.85059608e-03   1.54171023e-04   2.76997002e-06   2.85091493e-02
    5.66948846e-04   9.60174561e-01]
 [  1.37872156e-03   4.22504405e-03   7.77862268e-04   7.46831018e-03
    4.90080629e-06   4.79919929e-03   9.30890837e-06   1.47078608e-04
    9.78956401e-01   2.23322422e-03]
 [  7.93352883e-05   3.54522519e-04   1.43285969e-03   3.31450283e-05
    4.28955490e-03   2.44736060e-04   9.92049754e-01   2.76565970e-05
    1.32075255e-03   1.67662671e-04]
 [  8.59236985e-04   5.41624962e-04   4.35390073e-04   6.93749811e-04
    5.23273230e-01   7.28052016e-03   4.66929923e-04   1.53525054e-01
    4.41964250e-03   3.08504730e-01]]
INFO:tensorflow:probabilities = [[  4.86337207e-03   2.49388631e-05   9.18142870e-03   2.04106560e-03
    3.39625258e-05   9.54939306e-01   1.39391087e-02   4.54288493e-05
    1.48630952e-02   6.83081525e-05]
 [  7.12389374e-05   4.34294139e-04   6.10825780e-04   9.86549973e-01
    2.86784671e-05   6.00993773e-03   3.21280845e-06   2.31266968e-04
    4.60377568e-03   1.45694683e-03]
 [  1.93706423e-04   5.07782388e-05   2.40249187e-03   9.73683447e-02
    2.23600212e-03   1.33308508e-02   1.24233720e-05   5.19845448e-03
    8.22034717e-01   5.71722686e-02]
 [  9.99937773e-01   8.01797129e-10   3.23243876e-05   1.25529277e-06
    1.06355120e-08   1.56417464e-05   6.13578720e-07   7.15356805e-07
    7.06669834e-06   4.69282304e-06]
 [  2.04796834e-06   9.97006238e-01   1.73980137e-04   2.33397936e-03
    2.20917063e-05   1.35098526e-05   1.28990614e-05   3.01337772e-04
    9.74760696e-05   3.63989711e-05]
 [  2.80423992e-04   7.99022056e-03   5.97491264e-01   2.07470935e-02
    1.11527130e-01   3.28937732e-02   6.45879880e-02   5.57787826e-05
    1.62348986e-01   2.07730406e-03]
 [  1.27752000e-05   4.73665705e-06   1.65898909e-05   9.57925059e-03
    3.49364791e-06   5.70413249e-05   1.29451323e-07   9.87977087e-01
    2.34079591e-04   2.11485592e-03]
 [  3.27199203e-04   9.69679356e-01   1.04521019e-02   1.13945256e-03
    1.56931346e-03   7.24181358e-04   2.75154901e-03   3.47940507e-03
    9.51394811e-03   3.63496423e-04]
 [  1.84095334e-04   1.20836276e-05   4.17875890e-06   8.70230794e-02
    2.08924699e-04   8.83609235e-01   6.71468206e-06   3.96007454e-05
    4.29410907e-03   2.46180389e-02]
 [  2.25488096e-04   4.72864704e-05   3.22751701e-04   9.86579597e-01
    4.43591271e-05   7.90938642e-03   2.81687480e-05   7.93248546e-05
    3.69738066e-03   1.06620672e-03]
 [  3.80399524e-06   4.39012489e-08   2.57656706e-04   1.33749140e-07
    2.88216659e-04   1.50522410e-05   9.99427199e-01   7.23667029e-08
    7.48315324e-06   2.49942531e-07]
 [  7.27238774e-04   2.25475407e-03   6.92185014e-03   8.10609385e-02
    8.21282796e-04   5.08739762e-02   1.29062813e-02   3.68923531e-04
    8.43852878e-01   2.11833612e-04]
 [  5.92734199e-03   3.46679262e-05   5.91222546e-04   8.05213023e-03
    1.83389231e-03   7.88621306e-01   4.51712636e-03   4.31062916e-04
    1.74094513e-01   1.58968046e-02]
 [  2.57473075e-05   8.30612578e-07   5.14407475e-05   3.53457763e-05
    2.67194355e-06   1.45031791e-03   1.51217478e-07   2.78517348e-03
    9.89653289e-01   5.99503005e-03]
 [  2.00027833e-03   1.73909866e-05   1.22414276e-04   8.68279021e-03
    7.52112192e-06   9.80760217e-01   3.90525856e-05   1.52199340e-04
    6.90846378e-03   1.30963197e-03]
 [  6.76644195e-05   7.13586678e-06   9.62536160e-06   2.55469815e-04
    7.29987677e-03   2.44489027e-04   5.82778057e-06   1.21752303e-02
    1.87181297e-03   9.78062928e-01]
 [  3.43930267e-04   4.64048274e-02   2.92861369e-02   5.97224981e-02
    5.62300382e-04   9.17883357e-04   4.13561845e-03   1.52976327e-02
    8.33525956e-01   9.80319548e-03]
 [  5.55426755e-04   5.00622147e-04   5.22104576e-02   1.71425983e-01
    3.78710916e-04   1.77714061e-02   1.73148289e-02   1.19220203e-04
    7.38015771e-01   1.70759193e-03]
 [  2.34967956e-04   9.83226478e-01   4.17570444e-03   1.79706165e-03
    1.68847546e-04   1.29478052e-04   3.29641683e-04   7.04379007e-03
    2.68267607e-03   2.11165330e-04]
 [  1.99020337e-06   1.08518043e-05   1.76534359e-05   2.60416109e-05
    9.70455885e-01   1.98032340e-05   8.62741217e-05   5.06439712e-04
    8.78049104e-05   2.87872124e-02]
 [  5.73491343e-06   2.74651968e-09   9.34400759e-07   2.08085385e-05
    1.26580354e-02   7.90640297e-06   2.40311397e-08   1.61093641e-02
    3.06999027e-05   9.71166492e-01]
 [  5.77771789e-05   9.75208163e-01   4.59229015e-03   3.65476054e-03
    8.70009535e-04   2.33510058e-04   1.09739637e-03   6.24809973e-03
    6.42602379e-03   1.61183951e-03]
 [  6.56123666e-06   1.54288796e-06   9.38362136e-05   1.92054777e-05
    9.96208191e-01   9.06544010e-05   4.61899152e-04   1.65034435e-05
    3.70553316e-04   2.73118797e-03]
 [  2.33765249e-03   4.68609214e-04   1.31231463e-02   8.92857322e-04
    9.61638391e-01   5.61166089e-04   8.60535912e-03   1.05080009e-03
    2.42081238e-03   8.90130363e-03]
 [  1.87579411e-04   9.78093624e-01   1.41063510e-02   1.26659230e-03
    3.57560755e-04   3.42845131e-04   4.07980522e-04   4.74164262e-04
    4.63554589e-03   1.27639607e-04]
 [  9.99724209e-01   7.48404538e-09   4.66347847e-05   4.82003952e-06
    6.74222775e-08   1.04998042e-04   7.33631023e-05   4.39644339e-07
    3.65372725e-05   8.81442975e-06]
 [  9.80427740e-06   2.13398125e-05   1.23698628e-04   5.84047666e-06
    1.30257031e-04   2.39230241e-04   9.99247968e-01   4.10218703e-09
    2.21405891e-04   3.39556664e-07]
 [  1.27935469e-01   2.83098416e-05   5.00847993e-04   6.12616132e-05
    1.14053735e-04   8.10164869e-01   4.98801164e-05   1.64865088e-02
    9.67877638e-03   3.49800140e-02]
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    3.38265486e-02   8.96591604e-01]
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    2.45298282e-03   8.11656446e-06]
 [  1.46963721e-04   2.53140373e-04   2.21943855e-03   4.07201995e-04
    5.14260447e-03   6.74234191e-03   9.80620146e-01   6.03003582e-06
    4.03885962e-03   4.23268619e-04]
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    1.12164907e-05   3.56536533e-04   8.40792491e-05   4.25250755e-06
    9.95023012e-01   1.99174695e-03]
 [  4.02086480e-05   1.48749817e-02   2.74216547e-03   7.21330941e-01
    7.81664221e-06   9.24548833e-04   8.51845101e-08   2.44758770e-01
    7.26884417e-03   8.05152301e-03]
 [  1.81514933e-03   4.76873247e-03   1.15806125e-02   2.66936934e-03
    2.53748894e-02   9.28714573e-01   5.21909958e-03   9.51531518e-04
    1.70317031e-02   1.87429041e-03]
 [  2.43209000e-03   2.30223905e-05   4.27365676e-03   8.57207560e-05
    1.07945886e-03   5.05152578e-03   9.62421477e-01   4.94343965e-07
    2.44304761e-02   2.01997565e-04]
 [  3.08850023e-04   8.78752675e-04   4.12288792e-02   7.32022703e-01
    1.06929452e-03   7.82854017e-03   1.51459535e-05   1.11070070e-02
    1.11860506e-01   9.36802477e-02]
 [  8.85108675e-05   8.78529027e-05   1.26767124e-03   9.62478697e-01
    1.61607329e-06   3.52161936e-02   9.55016276e-06   1.39645117e-05
    7.78158836e-04   5.78202125e-05]
 [  8.94792247e-05   1.33414014e-05   1.64363053e-04   3.21194493e-05
    4.25686082e-03   5.59071013e-05   9.95350718e-01   1.73631781e-06
    7.08651760e-06   2.81970533e-05]]
INFO:tensorflow:global_step/sec: 157.443
INFO:tensorflow:loss = 0.198056, step = 9901
INFO:tensorflow:probabilities = [[  1.73109675e-06   2.24765373e-07   4.97213257e-08   4.81117313e-05
    1.90527735e-05   5.99919913e-05   7.38458183e-09   9.98492122e-01
    1.06044954e-05   1.36809773e-03]
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    1.77178620e-07   1.60555089e-07   6.48797639e-12   9.99820530e-01
    1.02990657e-06   1.75180670e-04]
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    6.03424103e-13   4.29791617e-05   3.61263484e-11   5.34122910e-06
    2.90433462e-07   9.15716356e-08]
 [  1.43459387e-04   3.43006031e-05   1.65289186e-03   5.34938474e-04
    1.04397650e-05   4.64560508e-05   2.98617039e-07   9.91676092e-01
    3.01053718e-04   5.60011156e-03]
 [  1.95953558e-04   1.11726380e-03   4.76505840e-04   4.72196734e-05
    1.25871468e-02   9.39019844e-02   8.65143239e-01   5.05680600e-06
    2.63834968e-02   1.42102494e-04]
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    6.49898648e-05   5.14975574e-04   1.86184849e-07   9.55837846e-01
    1.64797268e-04   4.16505709e-02]
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 [  1.60767734e-02   1.05041420e-06   7.89823476e-04   3.33852950e-04
    1.68142185e-04   5.73261492e-02   9.15702939e-01   1.46610205e-06
    9.53347981e-03   6.64134568e-05]
 [  2.21449773e-05   9.59095723e-06   1.50425150e-03   6.83075486e-05
    9.83681321e-01   2.38263910e-05   3.30643525e-04   2.17554811e-03
    1.26429612e-03   1.09200189e-02]
 [  8.69561845e-05   5.05655453e-06   3.31255542e-05   4.89493683e-02
    3.14615727e-06   9.17967558e-01   3.29396244e-05   1.76235444e-05
    3.04436591e-02   2.46067275e-03]
 [  7.09197950e-04   3.55238654e-03   1.78285707e-02   3.57124120e-01
    9.37364166e-06   5.06815076e-01   3.36333353e-04   2.33012345e-03
    1.11019142e-01   2.75682483e-04]
 [  1.34320243e-03   1.05023803e-03   2.53814161e-01   1.08628189e-02
    6.30572322e-04   1.76600859e-01   2.71942606e-03   5.10477985e-05
    5.52141070e-01   7.86596444e-04]
 [  9.99830961e-01   3.97113703e-10   3.95862162e-06   1.20884040e-04
    3.95266309e-09   2.97810348e-05   1.01354239e-07   1.91106892e-06
    6.68284156e-06   5.68625001e-06]
 [  2.62805820e-03   2.85100937e-01   4.03913640e-04   2.76706927e-02
    9.16933268e-02   4.26656678e-02   3.53165960e-04   3.26304995e-02
    2.80997287e-02   4.88754004e-01]
 [  5.86088793e-03   2.09703576e-05   6.15043759e-01   5.49837481e-04
    2.91414876e-02   7.89522019e-04   8.72320402e-03   9.00129322e-03
    4.70236759e-04   3.30398738e-01]
 [  2.86530249e-05   2.56001113e-05   4.07689658e-05   9.91516352e-01
    7.84399072e-06   7.16446247e-03   3.88894978e-06   4.41545893e-07
    9.07953829e-04   3.04028450e-04]
 [  1.47896688e-04   1.60991462e-07   7.85910913e-07   6.29679271e-05
    1.86162128e-03   7.24007143e-04   9.84282906e-07   9.76847887e-01
    2.36302494e-05   2.03300286e-02]
 [  2.83765025e-04   9.88282859e-01   8.50894954e-04   1.10853184e-03
    8.36234394e-05   1.12301102e-04   1.94345147e-03   3.17134487e-04
    6.84906263e-03   1.68438317e-04]
 [  4.07400330e-06   1.05703048e-05   9.79862213e-01   1.99866705e-02
    2.50177234e-09   1.41171336e-06   1.70786052e-06   3.18979517e-07
    1.33085836e-04   7.15206117e-10]
 [  7.50090275e-03   4.93292500e-05   1.32667134e-03   8.19125950e-01
    2.07948979e-05   1.17202185e-01   3.88817825e-05   5.61781999e-05
    4.68005165e-02   7.87860621e-03]
 [  1.22855936e-05   2.98580204e-07   4.10837274e-05   1.37384959e-05
    9.55729306e-01   1.69656178e-05   5.79050793e-05   1.25705649e-03
    1.33195586e-04   4.27382737e-02]]
INFO:tensorflow:probabilities = [[  5.51086014e-05   3.31218615e-07   1.96214496e-05   1.20980054e-04
    9.47994471e-01   8.33168451e-04   4.77848080e-05   6.55168341e-03
    6.51875162e-05   4.43114899e-02]
 [  5.06502634e-04   4.38324105e-06   2.37741973e-02   6.17012006e-07
    4.42116469e-01   2.11596373e-03   5.29616416e-01   4.35405673e-04
    1.24559016e-03   1.84410368e-04]
 [  4.75897716e-04   1.07114529e-03   1.53205858e-03   5.64472459e-04
    3.19608371e-03   7.30360113e-03   9.72260954e-04   8.81347572e-04
    9.80309546e-01   3.69351869e-03]
 [  3.52122042e-05   9.55998839e-04   2.19138128e-05   1.49326597e-03
    1.68886166e-02   2.84428825e-04   8.01179158e-06   1.92730054e-02
    8.35179235e-04   9.60204303e-01]
 [  9.40608697e-06   2.72536136e-06   1.79275899e-04   4.58363183e-06
    2.55737128e-03   6.80082827e-04   9.96244311e-01   1.71621332e-06
    2.87717208e-04   3.29546019e-05]
 [  8.17472901e-05   4.79741255e-04   1.20862722e-04   5.31438040e-03
    1.53259085e-02   2.33608950e-03   1.00919251e-05   3.62958014e-02
    2.32141744e-03   9.37713921e-01]
 [  1.47940810e-07   3.44936211e-07   4.20553015e-08   4.41904149e-06
    6.76570380e-06   4.67664404e-06   2.14339699e-10   9.98512685e-01
    6.46049557e-07   1.47032423e-03]
 [  4.75668130e-05   9.78661418e-01   1.16895582e-03   2.99067050e-03
    9.22893378e-05   2.08102632e-03   1.08537299e-03   1.22015626e-04
    1.35627752e-02   1.87871337e-04]
 [  1.97598040e-02   2.90172756e-01   7.73854461e-03   2.64195412e-01
    1.16667505e-02   2.40422338e-01   1.35943651e-01   1.01470447e-03
    1.16843749e-02   1.74017735e-02]
 [  1.92825009e-05   1.30792785e-06   5.49327478e-06   9.88174361e-05
    4.87126261e-02   1.02206468e-04   2.88086903e-06   3.91780166e-03
    2.11219653e-04   9.46928322e-01]
 [  3.71262053e-04   9.87711921e-03   5.50254993e-03   2.29528602e-02
    3.82752478e-01   3.81108350e-03   1.36000686e-03   1.75787006e-02
    1.09733790e-01   4.46060151e-01]
 [  3.70835594e-04   1.15287185e-05   6.79163495e-05   5.75444009e-03
    7.11171003e-03   7.80358620e-04   2.35362204e-05   1.14308391e-02
    6.80422527e-04   9.73768413e-01]
 [  1.13052927e-04   9.85130966e-01   3.14694573e-03   4.45250917e-04
    6.28175403e-05   6.59712969e-05   1.74091198e-03   1.91382627e-04
    9.06568486e-03   3.70502312e-05]
 [  4.22695503e-02   4.18779709e-05   4.59806179e-05   9.56133817e-07
    1.87200494e-04   9.23041463e-01   2.84645706e-03   4.89361737e-05
    3.14837247e-02   3.39230646e-05]
 [  1.02221100e-02   6.29887218e-04   5.75388622e-05   3.55488388e-04
    4.69230174e-04   9.71781373e-01   1.06616318e-03   2.37628561e-03
    1.27163567e-02   3.25674395e-04]
 [  8.41522487e-05   7.39225943e-05   5.52330464e-02   1.37748597e-02
    4.01676843e-05   1.31972738e-05   5.69064355e-07   9.22731042e-01
    1.98841421e-03   6.06058259e-03]
 [  1.25743900e-05   4.86772194e-07   1.27614203e-06   9.93310823e-05
    8.36209097e-07   1.71025306e-06   8.28679081e-09   9.98773873e-01
    5.11169537e-06   1.10483088e-03]
 [  1.12229907e-04   4.37708851e-03   9.18630697e-03   2.19555423e-01
    6.92712842e-04   2.90169986e-03   2.06454904e-04   1.36878365e-03
    7.49005556e-01   1.25937704e-02]
 [  2.81566554e-05   9.99019265e-01   9.88700267e-05   1.50167878e-04
    1.36446552e-05   2.11138577e-05   9.63516504e-05   1.16021161e-04
    4.40479023e-04   1.59099218e-05]
 [  3.16348160e-03   2.16872140e-04   5.84805850e-04   9.88979358e-03
    1.76054584e-07   9.85602558e-01   1.19927781e-05   5.07009900e-05
    4.71921609e-04   7.68424707e-06]
 [  5.82557220e-07   2.44289993e-08   7.92031116e-08   4.40460838e-07
    9.96868670e-01   7.29152816e-04   2.12658069e-05   4.66349476e-04
    9.06808637e-05   1.82285602e-03]
 [  2.49593868e-04   5.73570833e-06   1.89650885e-03   2.81594228e-04
    1.18083991e-02   5.48712269e-05   1.05476811e-05   2.04088353e-02
    2.20841903e-04   9.65063035e-01]
 [  1.55838849e-02   9.15316377e-06   3.71146598e-04   1.10903129e-01
    1.79484009e-03   8.17464739e-02   6.51222945e-04   1.57593712e-02
    6.29935265e-01   1.43245533e-01]
 [  2.33788509e-03   2.33719620e-05   2.09758827e-03   1.96009725e-02
    1.39104470e-03   2.03394014e-02   2.98538827e-03   5.84390759e-03
    8.61900508e-01   8.34799036e-02]
 [  6.25955799e-05   6.26706023e-05   9.97028887e-01   1.63393607e-03
    3.53061514e-05   2.87721400e-06   7.36959919e-04   4.68131384e-06
    4.18994488e-04   1.33010708e-05]
 [  5.04536365e-06   6.95024064e-05   5.23834715e-05   7.38849677e-03
    3.57876002e-06   5.70416296e-06   1.69804508e-08   9.92002010e-01
    1.14165377e-05   4.61813877e-04]
 [  1.00372614e-04   9.53962171e-06   1.81005889e-05   2.52137221e-02
    3.47715773e-04   8.96761954e-01   1.56251474e-06   1.27096754e-02
    5.65577149e-02   8.27946328e-03]
 [  1.84967808e-04   7.36105198e-04   4.71204380e-03   3.58771591e-04
    5.82635729e-03   2.10286747e-03   9.79496062e-01   2.04691005e-05
    6.50728866e-03   5.51648918e-05]
 [  5.84207883e-05   7.33484057e-06   2.95014936e-04   5.55903511e-03
    3.55939592e-05   9.93088067e-01   3.99223150e-04   9.41585859e-06
    5.15349791e-04   3.26073932e-05]
 [  9.96712333e-05   3.04471869e-05   4.21424862e-04   2.51701858e-05
    9.57450092e-01   3.89148685e-04   3.71170556e-03   1.28814159e-03
    5.41867514e-04   3.60422730e-02]
 [  9.89138643e-05   4.89410991e-03   6.45030450e-05   1.50637981e-02
    2.53265374e-03   3.32273194e-03   4.47093817e-06   6.51435032e-02
    4.12724027e-03   9.04748082e-01]
 [  4.05464198e-05   2.27144568e-07   8.78117571e-04   1.36803010e-05
    7.73168206e-01   1.56490179e-03   2.19824091e-01   2.36769210e-05
    4.47643967e-03   1.01598316e-05]
 [  2.66822935e-05   4.94121437e-08   1.29273042e-06   3.10673968e-05
    2.95644622e-06   6.01172860e-06   1.28730160e-09   9.96018708e-01
    3.89352772e-06   3.90938949e-03]
 [  1.10706016e-04   9.92559314e-01   2.16947170e-03   6.69738860e-04
    2.86316481e-05   8.50466240e-05   7.36792164e-04   3.91862850e-04
    3.16954590e-03   7.89561091e-05]
 [  9.94539797e-01   7.58626754e-07   2.83378235e-04   2.48016347e-03
    1.02565866e-06   1.71203993e-03   3.29989678e-04   1.16882438e-05
    6.26781024e-04   1.44848182e-05]
 [  6.94641285e-03   2.94620608e-04   2.58487475e-04   2.20343005e-02
    6.52565947e-03   1.33307189e-01   5.90494601e-05   7.33767569e-01
    2.81782961e-03   9.39888209e-02]
 [  2.39888337e-04   2.85131042e-03   2.88067991e-03   3.11917812e-01
    1.90456603e-06   6.62522018e-01   3.07444134e-05   8.47221236e-06
    1.94050930e-02   1.42098099e-04]
 [  2.56298184e-02   1.99397109e-05   6.36658445e-03   7.87825435e-02
    2.62794993e-03   3.50195259e-01   8.41520086e-04   4.61312896e-03
    1.13130502e-01   4.17792737e-01]
 [  2.27172933e-07   1.32509604e-06   1.35601044e-06   1.58613839e-04
    9.89599943e-01   3.97106953e-04   1.55600628e-05   9.99151147e-04
    5.07048971e-04   8.31973553e-03]
 [  1.07521664e-05   6.56110700e-04   9.94502664e-01   4.54689842e-03
    2.29277060e-08   3.67661642e-06   3.05809044e-06   1.28459869e-05
    2.63450725e-04   6.27487509e-07]
 [  4.51024825e-04   2.28242861e-04   3.73932370e-03   2.65028175e-05
    1.32450799e-03   4.43521747e-03   9.89621043e-01   8.77794082e-06
    1.53978443e-04   1.14984023e-05]
 [  9.27876353e-01   2.25523152e-07   3.81778154e-05   1.22526044e-03
    4.96493840e-07   6.74777254e-02   1.46683560e-05   2.91522825e-03
    2.75559287e-04   1.76345493e-04]
 [  5.49386255e-04   3.61525395e-04   9.77011859e-01   1.03582367e-02
    2.11236897e-04   1.37253272e-04   2.40843114e-03   8.82128533e-03
    5.61563975e-05   8.46196272e-05]
 [  1.25845121e-02   5.13260566e-05   9.71641898e-01   3.13323201e-03
    2.19191003e-04   7.13722722e-04   3.78987694e-04   4.86900285e-03
    2.17706780e-03   4.23099659e-03]
 [  7.26367405e-04   5.10571176e-08   9.27866131e-05   6.03695214e-01
    2.67130758e-06   2.30081044e-02   7.59383283e-06   2.19141739e-07
    3.72003168e-01   4.63776931e-04]
 [  6.23386029e-07   1.62556296e-06   1.01621583e-06   1.29097534e-04
    7.25865092e-08   4.42543524e-06   2.15553242e-10   9.99686599e-01
    2.12770715e-06   1.74430083e-04]
 [  7.04563809e-06   1.46269528e-07   3.77547553e-06   9.79218044e-07
    9.98539209e-01   2.28782992e-05   1.35247283e-05   4.37247567e-04
    1.43094630e-05   9.60973208e-04]
 [  3.87782457e-05   1.86342404e-05   7.81446870e-05   3.51692397e-05
    9.75262702e-01   4.27595689e-04   5.11450088e-03   8.72490695e-04
    3.70698719e-04   1.77812167e-02]
 [  2.20843358e-04   6.79697434e-04   2.02812231e-03   5.23692754e-04
    3.21845800e-05   6.99687516e-04   5.59328706e-04   1.19677294e-04
    9.94839251e-01   2.97587278e-04]
 [  1.68151222e-04   1.61593516e-06   1.36820704e-03   1.29438822e-05
    1.57156948e-03   4.95892637e-05   9.96689916e-01   9.81155608e-06
    6.78342913e-05   6.02374566e-05]
 [  6.92838830e-06   3.98303655e-07   5.48813387e-06   7.94291700e-05
    1.31181123e-05   1.96505222e-03   2.02387196e-06   2.40050998e-04
    9.95194018e-01   2.49345996e-03]
 [  2.66427890e-07   2.36638334e-06   9.99259770e-01   6.45968423e-04
    6.33680258e-07   1.17076218e-06   1.62946844e-06   6.89692286e-08
    8.78765859e-05   1.05935975e-07]
 [  5.28111877e-06   2.69215980e-05   9.98260438e-01   4.84541379e-04
    6.56939083e-05   7.92294031e-06   7.71756051e-04   5.45200828e-06
    3.69683898e-04   2.12701343e-06]
 [  1.82860042e-03   1.11652507e-05   1.15490239e-02   1.21599771e-01
    7.84315576e-04   3.07998564e-02   3.82930099e-04   6.60366146e-04
    8.14805150e-01   1.75787713e-02]
 [  1.32336898e-03   4.55083884e-03   2.90244771e-03   2.44847126e-02
    5.91134494e-06   1.47533265e-03   1.08605436e-05   9.99342650e-04
    9.62692618e-01   1.55451172e-03]
 [  9.89435434e-01   2.88567725e-09   3.99982309e-05   9.65747040e-06
    6.14971256e-08   4.14200476e-04   9.79165547e-03   3.23783013e-07
    3.06662288e-04   1.85667079e-06]
 [  9.04419630e-06   7.88259745e-01   1.76463742e-03   3.24351899e-02
    4.87505309e-02   3.36834160e-03   1.07042203e-02   4.17309027e-04
    1.09277815e-01   5.01321256e-03]
 [  2.66599786e-02   2.56644096e-04   5.03123961e-02   1.92677591e-03
    2.85616275e-02   1.44173894e-02   8.81554384e-04   3.23146403e-01
    2.47542504e-02   5.29083014e-01]
 [  4.94261621e-06   2.57889292e-06   3.35177447e-06   5.26970825e-06
    9.92459595e-01   2.55575607e-04   1.76583417e-05   1.85721117e-04
    6.06567774e-05   7.00473785e-03]
 [  9.98531580e-01   5.91111977e-08   4.41174161e-05   9.69197135e-05
    1.29287719e-06   3.50796123e-04   5.68241667e-05   6.00189742e-05
    5.06529643e-04   3.51998140e-04]
 [  2.06691743e-06   4.97090591e-09   9.12097065e-08   1.20037748e-05
    4.57279754e-07   9.99854565e-01   7.24138374e-07   3.09682697e-08
    1.27056453e-04   3.02126318e-06]
 [  1.93580513e-06   1.32716272e-03   3.01493303e-04   1.48021262e-02
    2.48173037e-05   2.71335684e-05   4.60846046e-08   9.82160568e-01
    1.18706965e-04   1.23595388e-03]
 [  2.53023056e-04   2.03101709e-03   1.84240390e-03   1.21521223e-02
    1.78533010e-02   4.35297750e-03   1.84334480e-04   1.91927236e-02
    1.59006324e-02   9.26237404e-01]
 [  1.06686272e-03   1.13586057e-02   9.75079477e-01   2.79036630e-03
    3.88846966e-04   9.08375587e-05   2.28855852e-03   2.21505295e-03
    3.40109528e-03   1.32041064e-03]
 [  3.23164295e-06   3.22140252e-08   3.36871686e-04   7.47230615e-06
    1.20421188e-04   8.59646298e-06   9.99502420e-01   1.66476184e-07
    1.90067913e-05   1.74104775e-06]
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    1.01510296e-03   4.99896560e-05]
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    2.68099480e-03   1.87618662e-05]
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    7.42577133e-04   3.77754302e-04]
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    9.94144857e-01   1.09208771e-03]
 [  5.49437864e-05   2.59624328e-04   8.18570610e-04   4.27105231e-03
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    3.11892858e-04   3.99566768e-03]
 [  4.44920516e-07   5.94035237e-06   1.65591027e-05   9.99941707e-01
    5.47399326e-09   1.44509177e-05   1.08715410e-08   1.66918568e-07
    2.08701567e-05   3.32301653e-08]
 [  2.48055207e-04   9.80985343e-01   1.58627599e-03   3.74712073e-03
    1.10886387e-04   1.23905553e-03   6.80083642e-04   2.36722594e-03
    8.63731559e-03   3.98650533e-04]
 [  6.90073520e-03   2.16029002e-05   2.84140706e-01   5.87347895e-02
    5.89177738e-08   4.66184953e-04   2.02025058e-06   2.28964910e-03
    6.41033769e-01   6.41038641e-03]]
INFO:tensorflow:global_step/sec: 154.712
INFO:tensorflow:loss = 0.335741, step = 10001
INFO:tensorflow:probabilities = [[  2.32339045e-03   5.29540761e-04   2.29458530e-02   3.10682599e-03
    6.89983249e-01   8.63201451e-03   1.92375273e-01   1.10808471e-02
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 [  1.96204724e-04   1.88756985e-06   1.59940064e-05   1.65583671e-03
    2.71808793e-04   9.93474662e-01   1.99548973e-04   1.60387356e-06
    3.58475838e-03   5.97567414e-04]
 [  4.05732208e-05   9.90950465e-01   2.62113754e-04   2.47062091e-03
    8.77930797e-05   1.89212500e-04   4.93601146e-05   3.13313212e-03
    1.98540138e-03   8.31251440e-04]
 [  2.16842847e-04   9.82853591e-01   2.55471258e-03   1.28708687e-03
    2.50156736e-04   1.59582312e-04   2.41620917e-04   4.32238029e-03
    7.06458278e-03   1.04952941e-03]
 [  6.54399544e-02   8.11545062e-04   5.36479894e-03   1.42177753e-03
    6.53549470e-03   3.87318581e-01   2.60935933e-03   9.39815398e-03
    5.01388490e-01   1.97118223e-02]
 [  4.48368577e-04   9.51844470e-07   9.76560750e-06   1.09519657e-04
    7.77587071e-02   6.44945190e-04   7.81601011e-06   2.32867934e-02
    3.49126494e-04   8.97383988e-01]
 [  4.12577128e-06   2.02446799e-07   7.05636412e-05   3.55929922e-04
    2.72892066e-07   1.70761326e-04   1.04731600e-06   1.01984040e-06
    9.99378085e-01   1.80432598e-05]
 [  9.47377630e-05   7.32922344e-04   1.16264797e-04   6.05176389e-03
    2.71679077e-04   9.67625976e-01   2.94244080e-03   6.12992665e-07
    2.08558459e-02   1.30768341e-03]
 [  2.53815466e-04   4.00015188e-06   2.35108510e-01   1.14244307e-04
    1.78765960e-03   9.49167123e-04   1.25595125e-05   7.44932115e-01
    1.00721652e-02   6.76577026e-03]
 [  3.77154272e-08   1.75135540e-07   9.99963999e-01   8.08500135e-06
    7.95144928e-09   3.15940127e-07   7.58226633e-06   9.73195080e-10
    1.96952642e-05   1.26115796e-09]
 [  3.78891273e-05   4.15034374e-05   6.06042522e-05   3.37806327e-04
    1.04855799e-05   1.67866587e-04   1.58501422e-07   9.91494179e-01
    6.78750948e-05   7.78159173e-03]
 [  8.92844051e-04   2.44715676e-01   3.82749713e-04   5.34797795e-02
    2.73635541e-03   1.03037553e-02   2.30846184e-04   4.52864856e-01
    1.72106139e-02   2.17182577e-01]
 [  9.97988820e-01   1.24103053e-06   4.82811913e-04   3.19618703e-04
    2.22607255e-07   5.76099905e-04   4.41374228e-04   4.35824290e-07
    1.86075791e-04   3.31054503e-06]
 [  1.41446758e-03   9.11398768e-01   3.82427778e-03   3.00542675e-02
    2.29940680e-03   1.59440062e-03   2.02997797e-03   1.48846544e-02
    2.60679964e-02   6.43166108e-03]
 [  6.94014525e-05   2.11208491e-04   1.24930055e-03   1.67263242e-05
    2.26669261e-04   8.94943951e-04   9.97150481e-01   1.71092168e-07
    1.80418254e-04   7.69542225e-07]
 [  2.12435494e-03   1.09715993e-05   3.14213015e-04   4.55194945e-03
    6.70835561e-07   9.91815746e-01   1.91452873e-05   1.18897492e-06
    1.14627683e-03   1.54835507e-05]
 [  5.51497797e-05   9.88598824e-01   8.58186092e-03   3.03798006e-04
    2.93182646e-04   9.99335753e-05   4.71757288e-04   1.83031574e-04
    1.40152825e-03   1.09863468e-05]
 [  7.49335857e-04   1.56021386e-03   6.76177666e-02   3.28088063e-03
    8.57953250e-01   3.15373987e-02   3.68271419e-03   7.85362441e-03
    2.89985607e-03   2.28648614e-02]
 [  4.07320976e-01   2.18532318e-06   3.30019015e-04   1.54261230e-04
    1.06392807e-04   3.72996703e-02   5.52736163e-01   4.54291658e-05
    1.97962602e-03   2.53423786e-05]
 [  1.09563509e-04   1.06842828e-03   7.55324960e-01   1.13283703e-03
    2.60077204e-08   7.10484965e-05   7.07701838e-06   8.10180609e-07
    2.42285207e-01   4.55484326e-08]
 [  3.81136592e-03   2.14531974e-06   5.85239613e-04   5.68262413e-02
    4.79591904e-08   9.30245936e-01   9.17972557e-06   4.93472508e-05
    8.28266703e-03   1.87839934e-04]
 [  3.23941349e-03   1.48951187e-07   8.35860483e-05   4.04598005e-02
    2.46634443e-07   9.48824883e-01   3.42463295e-06   9.02083400e-07
    6.68426417e-03   7.03393016e-04]
 [  1.01582680e-06   3.36209069e-08   1.59361107e-07   1.56536174e-04
    1.83710006e-06   2.29286834e-05   1.36664513e-09   9.99184787e-01
    1.21578785e-06   6.31588744e-04]
 [  5.91296470e-04   4.25532079e-07   9.98258412e-01   9.06806745e-05
    2.23495626e-05   1.13225569e-05   8.28877728e-06   2.25310519e-04
    1.47391602e-05   7.77163077e-04]
 [  1.56850001e-04   8.98273941e-03   5.05970977e-02   5.43326400e-02
    3.98380496e-02   1.27633706e-01   3.01861167e-01   8.03457224e-05
    4.15976793e-01   5.40656620e-04]
 [  8.93746619e-06   7.99132124e-07   1.66146592e-07   2.18254627e-05
    1.49334854e-04   1.00568461e-04   1.01903863e-08   9.89549398e-01
    3.98008124e-05   1.01291295e-02]
 [  2.04130192e-03   9.19632032e-04   2.89492272e-02   1.90635817e-03
    1.06596667e-02   7.26178475e-03   9.03420568e-01   4.55087022e-04
    4.43090871e-02   7.72181011e-05]
 [  7.08762498e-04   8.72305129e-03   9.49512410e-04   6.47276919e-03
    7.23576159e-05   1.44076743e-03   5.05840930e-04   1.74530680e-04
    9.79941070e-01   1.01137359e-03]
 [  3.09256720e-04   1.66266076e-02   2.22047954e-03   7.64240092e-03
    1.46154845e-02   1.57180652e-02   3.23091866e-04   3.88048768e-01
    2.62900144e-02   5.28205752e-01]
 [  1.33460766e-04   4.20239212e-06   2.71427125e-05   3.11658150e-05
    9.60772455e-01   2.29058159e-03   6.53219235e-04   1.42500168e-04
    4.00324306e-03   3.19421552e-02]
 [  4.99460846e-03   6.55880421e-02   4.18195827e-03   1.51243165e-01
    1.16084434e-01   7.94019029e-02   2.00608769e-03   2.38746643e-01
    5.50321601e-02   2.82720983e-01]
 [  1.96550158e-03   5.65733342e-03   8.52293160e-05   9.89090465e-03
    1.06945559e-02   1.43180427e-03   3.37817546e-05   2.05250069e-01
    1.16767446e-02   7.53314078e-01]
 [  6.05502073e-03   2.08619764e-04   1.18133733e-02   1.24566737e-04
    1.39208566e-02   1.15318515e-03   9.60118353e-01   1.55486960e-05
    6.31046621e-03   2.79936183e-04]
 [  9.68297478e-04   1.67005041e-04   8.25287879e-01   2.44040811e-03
    1.21740818e-01   1.17998209e-03   4.32555610e-03   2.45004911e-02
    4.97406349e-04   1.88921895e-02]
 [  6.62385792e-05   3.97840410e-07   1.02161412e-05   1.77410766e-04
    3.82277556e-02   9.63967410e-04   5.73369562e-07   2.94713061e-02
    8.55439139e-05   9.30996597e-01]
 [  1.15889439e-03   1.06456973e-04   1.11988140e-03   1.85596116e-04
    7.87569676e-03   8.58067477e-04   9.87766743e-01   4.69731685e-06
    7.61413365e-04   1.62567958e-04]
 [  9.99973178e-01   7.17502238e-11   9.69844905e-07   7.61489162e-07
    4.92090757e-10   2.42210754e-05   4.66522238e-07   4.63980960e-08
    5.08845460e-07   1.82134752e-08]
 [  3.28619219e-02   3.23682943e-05   7.47361826e-03   8.71615410e-02
    3.43226391e-04   8.40545595e-01   1.34322373e-02   2.34865031e-04
    1.75288226e-02   3.85763298e-04]
 [  2.91894918e-04   1.16620120e-02   9.23393818e-04   6.31768823e-01
    6.92833681e-04   9.81910974e-02   5.12428596e-05   2.99013741e-02
    1.04212940e-01   1.22304462e-01]
 [  7.30129177e-05   1.16593549e-06   9.92049158e-01   6.03153312e-04
    1.14919363e-04   1.11562360e-06   6.96345139e-03   2.28685690e-06
    1.70633211e-04   2.11511087e-05]
 [  3.91885376e-04   8.96199981e-06   9.85106468e-01   1.06488075e-02
    1.83426252e-07   2.43394054e-03   7.80629853e-06   1.75544177e-04
    1.17393082e-03   5.25471223e-05]
 [  2.09900597e-03   3.95460154e-09   4.99996204e-05   7.01401859e-06
    2.73947239e-06   1.76834015e-04   1.84569526e-05   6.19920684e-06
    9.97408211e-01   2.31449390e-04]
 [  7.22962213e-05   4.70471423e-05   5.95646088e-05   3.82329407e-03
    2.70523271e-03   2.35343655e-03   4.97324800e-06   5.53535484e-03
    5.28573990e-03   9.80113029e-01]
 [  3.37892910e-04   3.09082470e-03   2.53532943e-03   4.25937644e-04
    4.50388761e-05   4.16611833e-03   9.86835718e-01   1.85221538e-07
    2.56081298e-03   2.11128076e-06]
 [  3.55768861e-05   2.46176089e-04   1.71153752e-05   8.36494844e-04
    7.20763683e-01   6.19396276e-04   2.37066397e-05   3.98711767e-04
    1.19083976e-04   2.76940107e-01]
 [  4.41694428e-05   9.70429063e-01   1.00406166e-03   2.05323901e-02
    2.97331251e-04   4.99071903e-04   1.26455954e-04   3.47458501e-03
    2.12837337e-03   1.46459776e-03]
 [  2.15186446e-04   1.35182245e-06   8.20354791e-04   1.96235783e-06
    1.27479585e-03   1.80416610e-04   9.97277439e-01   1.14725553e-05
    2.08292942e-04   8.68043571e-06]
 [  9.98293340e-01   7.94269273e-09   1.22846568e-05   4.62068556e-06
    1.02488525e-06   9.67467262e-04   6.51896771e-05   3.20814843e-06
    5.80006221e-04   7.27457737e-05]
 [  3.31447973e-06   7.41830354e-06   1.84301869e-04   3.57024715e-06
    9.81810619e-04   1.31372886e-04   9.98585343e-01   2.65530986e-07
    1.01890997e-04   6.81742108e-07]
 [  3.80999438e-07   2.22758047e-07   2.14055740e-06   6.29726492e-06
    9.87590313e-01   7.31535984e-05   1.38525161e-06   5.44291797e-05
    6.77332690e-04   1.15943747e-02]
 [  1.10771261e-01   1.25213328e-03   9.30352509e-02   1.54071376e-02
    3.87994968e-03   2.58950114e-01   1.42608723e-02   4.11362940e-04
    4.96050388e-01   5.98157803e-03]
 [  1.60574587e-03   9.39421117e-01   1.17399199e-02   1.79793686e-02
    5.93014236e-04   1.88215252e-03   2.23775092e-03   1.24880122e-02
    1.03350263e-02   1.71786989e-03]
 [  9.93744819e-04   5.27447509e-03   3.54375988e-02   1.67922559e-03
    4.24661004e-04   7.66526861e-03   9.82937927e-05   1.40876006e-02
    8.62123668e-01   7.22154528e-02]
 [  1.55228161e-04   1.66010216e-01   7.70079315e-01   2.96083409e-02
    5.78623440e-04   1.14567881e-03   4.05900041e-03   2.50574760e-02
    3.26380576e-03   4.24173159e-05]
 [  1.23381009e-03   2.69188860e-07   7.12102337e-06   6.25316989e-06
    2.43036993e-05   4.17679665e-04   9.00526800e-08   9.96432781e-01
    1.98505222e-05   1.85780460e-03]
 [  5.29376266e-05   5.29133773e-04   1.61037803e-01   3.13944630e-02
    1.34174656e-02   3.44840847e-02   7.08139956e-01   5.93229597e-05
    5.05509116e-02   3.33865319e-04]
 [  1.24977119e-02   2.90767475e-05   3.11582226e-05   1.30952720e-03
    5.28850360e-03   8.99713766e-03   1.61680566e-06   8.23543072e-01
    5.95574325e-04   1.47706583e-01]
 [  2.18319256e-05   1.10476816e-04   5.11218741e-06   9.86471423e-05
    4.74545377e-04   5.21129172e-04   8.44560617e-08   9.74665523e-01
    4.07100946e-04   2.36954745e-02]]
INFO:tensorflow:probabilities = [[  3.79197118e-05   7.42344826e-04   4.67338087e-03   1.79694232e-03
    1.97561365e-03   3.82874685e-04   9.17432189e-04   7.18471529e-06
    9.89019930e-01   4.46344900e-04]
 [  7.06952880e-04   9.77086723e-01   3.72008490e-03   2.02209014e-03
    4.51689935e-04   1.32040924e-03   2.34430353e-03   1.35052355e-03
    1.02267610e-02   7.70552666e-04]
 [  4.57606766e-05   9.88001049e-01   6.02348009e-04   4.67508053e-03
    4.09780856e-04   3.57498851e-04   3.92593007e-04   5.67955431e-04
    4.34267754e-03   6.05390465e-04]
 [  2.33475934e-04   5.49188007e-06   1.01081960e-05   7.51054904e-06
    6.74105031e-05   6.20575715e-03   9.92879570e-01   1.56416498e-08
    5.89893316e-04   8.31723810e-07]
 [  9.97305155e-01   9.61196633e-07   4.26453989e-05   2.05997669e-04
    2.03511604e-07   7.86855177e-04   8.96527752e-07   1.19865581e-03
    3.14913661e-04   1.43593425e-04]
 [  4.16929979e-05   1.02801851e-05   9.69148707e-04   4.20174387e-04
    5.32857701e-03   1.71110418e-03   9.83807477e-05   2.19746595e-04
    2.06090440e-03   9.89139915e-01]
 [  4.47631246e-05   9.45176005e-01   1.72362674e-03   2.71865018e-02
    1.23799092e-03   2.82689021e-03   3.70036141e-04   2.32577766e-03
    1.59196798e-02   3.18894535e-03]
 [  5.18736124e-06   1.26143824e-02   3.47742788e-03   1.40606225e-01
    2.27401470e-04   3.08778981e-05   1.11536065e-06   8.42585266e-01
    8.57815903e-05   3.66316061e-04]
 [  1.48991554e-03   1.35983468e-03   4.57683858e-03   9.50549304e-01
    5.89022966e-05   3.81704457e-02   1.85452780e-04   8.25010720e-05
    3.45841865e-03   6.82089085e-05]
 [  1.00020051e-03   6.17266323e-07   2.45175806e-06   4.57482558e-04
    3.49214970e-04   6.24295091e-04   2.43475089e-08   8.84340107e-01
    5.34435967e-05   1.13172099e-01]
 [  2.51982390e-04   1.88447939e-05   3.13815405e-03   1.68516499e-03
    5.19875066e-05   8.89905845e-04   3.88749555e-04   4.64638879e-06
    9.93428528e-01   1.41980097e-04]
 [  2.73662829e-03   4.32523258e-04   8.16616789e-03   8.89408911e-05
    2.54530292e-02   5.78493637e-04   9.52921629e-01   4.29606123e-04
    1.03758171e-03   8.15541949e-03]
 [  5.35402687e-05   9.79276836e-01   3.40903498e-04   1.04726888e-02
    2.75665458e-04   1.21958356e-03   1.81867814e-04   5.80972712e-03
    1.50970044e-03   8.59544904e-04]
 [  8.33673475e-05   2.35161542e-06   5.86190981e-06   2.42270791e-04
    5.80641616e-04   2.37130065e-04   4.27074099e-07   9.35145020e-01
    4.36676259e-04   6.32663593e-02]
 [  2.68625154e-05   4.72857209e-05   6.19383238e-04   3.57038916e-05
    7.23022793e-04   8.97983613e-04   9.97460485e-01   1.95204322e-07
    1.87716782e-04   1.29765851e-06]
 [  1.01349364e-07   3.55661030e-07   4.66297861e-05   1.20882327e-02
    4.76240575e-06   1.04095425e-05   1.11357967e-09   9.87287283e-01
    5.73275574e-05   5.04951342e-04]
 [  5.80274640e-03   3.25673376e-04   1.50102685e-04   5.21320151e-04
    1.68496410e-06   9.91400421e-01   3.50663831e-05   1.21144054e-04
    1.63004559e-03   1.18397975e-05]
 [  9.98762250e-01   3.14723287e-08   8.70468466e-06   2.62439309e-04
    2.76027889e-09   9.13867552e-04   1.32019579e-07   4.52414060e-05
    5.26894473e-06   2.10542930e-06]
 [  1.82207245e-02   2.75662951e-05   8.43377504e-03   1.53238140e-03
    9.50415339e-03   2.96186596e-01   1.12214973e-02   2.19748039e-02
    6.17704690e-01   1.51938312e-02]
 [  4.84272954e-04   9.91589606e-01   1.79560250e-03   4.38365329e-04
    1.68078011e-04   3.22265842e-04   1.47867762e-03   6.91248919e-04
    2.21366878e-03   8.18311819e-04]
 [  4.13809493e-02   1.36553887e-02   2.47312058e-03   8.22207704e-03
    6.25888410e-04   8.74874294e-01   1.05608301e-02   1.43128948e-03
    4.62969691e-02   4.79145412e-04]
 [  4.05017890e-05   1.13372819e-03   3.30542354e-03   9.86906648e-01
    3.86199372e-06   6.70371996e-03   3.98288876e-06   4.39144962e-04
    1.29117316e-03   1.71621592e-04]
 [  5.77574712e-04   5.77386701e-03   1.83126162e-04   2.37086625e-03
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    1.46323349e-03   8.44159901e-01]
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    1.86796277e-03   4.53567482e-04]
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    1.52195717e-05   1.49010995e-03]
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    1.32629493e-05   2.21579621e-09]
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    1.37271389e-04   1.23684117e-06]
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    1.06692582e-03   4.09896253e-03]
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    1.65047694e-03   4.95565382e-06]
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    1.12120742e-02   9.58880603e-01]
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    4.92899166e-03   2.02484967e-04   1.48408489e-07   5.71936090e-03
    3.26318142e-04   9.88443673e-01]
 [  1.31801671e-05   1.91701347e-05   3.19477008e-03   2.64060127e-05
    4.56597835e-01   4.68165126e-05   5.39880514e-01   8.54728642e-05
    3.69084046e-05   9.89142500e-05]
 [  1.76703907e-04   3.73427593e-03   4.01746714e-03   2.22613569e-02
    6.83151375e-05   4.15777286e-05   3.57563067e-07   9.37345862e-01
    3.00269318e-03   2.93514021e-02]
 [  3.84400524e-02   2.11886640e-06   4.60369738e-05   1.04372215e-04
    3.33776174e-04   5.79463725e-04   1.06822472e-06   8.14317465e-01
    3.17072059e-04   1.45858660e-01]
 [  9.99375641e-01   1.27269029e-09   4.81847128e-05   4.54401103e-04
    9.02431241e-10   8.99839069e-05   2.45296548e-08   4.84206339e-06
    2.51159099e-06   2.45077117e-05]
 [  4.72496817e-04   6.05847104e-04   1.28164058e-04   4.09153178e-02
    5.87250246e-03   2.74163783e-02   9.82025631e-06   4.36426960e-02
    3.77150565e-01   5.03786147e-01]
 [  1.08458614e-03   1.14474799e-02   8.55454147e-01   1.17090624e-02
    1.85202989e-05   4.99732234e-02   5.40820369e-03   1.86439938e-05
    6.48819432e-02   4.19683329e-06]
 [  7.94412044e-04   8.89861724e-07   1.57173797e-02   5.05314814e-03
    1.10549290e-05   1.94048905e-03   3.69354908e-04   7.23784353e-07
    9.76021826e-01   9.07041613e-05]
 [  7.00451341e-03   1.06115259e-01   1.61695540e-01   4.87010628e-01
    2.67858151e-04   7.84631073e-02   9.19103399e-02   2.63472088e-04
    6.71564713e-02   1.12834925e-04]
 [  7.67212805e-06   4.27282430e-05   9.72922266e-01   2.68893726e-02
    1.90983028e-05   1.47597336e-06   8.59380179e-06   5.28897681e-06
    7.04569757e-05   3.29597533e-05]]
INFO:tensorflow:global_step/sec: 156.428
INFO:tensorflow:loss = 0.284574, step = 10101
INFO:tensorflow:probabilities = [[  8.72981641e-03   1.42968483e-02   1.59078047e-01   7.34263241e-01
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    1.94639096e-08   9.98410225e-01   2.22491622e-06   1.76048260e-07
    9.39246500e-04   2.06504680e-07]
 [  1.74324910e-09   1.09466591e-09   1.59033231e-08   7.60606085e-08
    9.99240875e-01   4.90786942e-06   2.05984361e-06   2.67160740e-05
    1.62861979e-05   7.09084270e-04]
 [  9.95316267e-01   8.09565961e-07   5.08529192e-04   5.17863955e-04
    1.06599384e-06   2.03314307e-03   4.90430352e-07   4.49738116e-04
    4.15723043e-05   1.13057147e-03]
 [  9.43159161e-04   1.16455783e-04   2.80057802e-03   1.31388292e-01
    1.23875551e-02   7.26941377e-02   7.73670495e-01   1.60047000e-06
    5.94575331e-03   5.20818503e-05]
 [  4.35726776e-07   8.20725234e-07   6.45039399e-05   3.74456818e-07
    9.36452416e-05   3.76715730e-06   9.99819100e-01   6.40875797e-09
    1.71672473e-05   2.37723654e-07]
 [  1.06673200e-04   2.24324001e-04   1.23153965e-03   2.79923814e-04
    9.49059069e-01   5.71886031e-03   1.00529585e-02   2.82494166e-05
    5.77343453e-04   3.27210277e-02]
 [  1.80767216e-02   2.39852452e-04   7.26196095e-02   4.97801080e-02
    1.32311243e-06   1.23100635e-03   2.98140003e-05   8.57373714e-01
    3.08253133e-04   3.39562714e-04]
 [  1.13638164e-03   6.67890534e-03   1.67593302e-04   5.77029109e-01
    2.12793864e-04   9.24360938e-03   2.45584415e-05   3.68765593e-02
    5.00683393e-03   3.63623619e-01]
 [  3.93736713e-07   6.36149878e-07   1.18701919e-05   1.02607766e-04
    1.84761360e-03   2.97920687e-05   1.38702362e-07   8.54993777e-05
    3.30839492e-03   9.94613051e-01]
 [  2.44830721e-06   9.51633155e-08   2.98384475e-06   7.67148777e-06
    9.95789707e-01   3.61947677e-05   5.80223013e-06   2.32411796e-04
    3.69241138e-06   3.91897000e-03]
 [  9.08922136e-01   2.06294885e-06   5.02889918e-04   3.57061770e-04
    1.53841393e-04   8.66758823e-02   2.63707293e-03   1.22072146e-04
    6.06874179e-04   2.01357307e-05]
 [  8.89339000e-02   2.96106824e-04   1.52214419e-03   1.19726043e-02
    7.31207058e-03   1.73835158e-02   3.52695119e-04   5.24690986e-01
    5.75513877e-02   2.89984703e-01]
 [  1.81303640e-05   1.17889476e-05   9.96461093e-01   2.89773545e-03
    7.39633424e-06   1.30576409e-05   2.17307879e-05   4.41646444e-06
    5.45118819e-04   1.96383662e-05]
 [  1.53426754e-05   3.76389693e-07   3.60386865e-03   1.40306076e-06
    3.98613120e-05   1.69497915e-04   9.96146798e-01   1.14750556e-07
    2.03711497e-05   2.24819951e-06]
 [  1.42118035e-04   7.05811135e-06   4.48386359e-04   8.21536960e-05
    9.61097181e-01   1.35334529e-04   1.05037848e-02   1.08801660e-05
    6.94031114e-05   2.75036171e-02]
 [  4.79312090e-04   6.90530942e-05   1.04646104e-04   9.21475291e-01
    1.60476088e-06   7.72234499e-02   1.91574654e-04   7.78185324e-07
    4.30909422e-04   2.32827715e-05]
 [  9.42249410e-03   1.33570042e-02   1.47968680e-02   7.07943290e-02
    9.89827886e-02   5.22598363e-02   1.98876299e-03   1.73922837e-01
    5.29531464e-02   5.11521935e-01]
 [  8.16241209e-06   5.47637910e-06   5.28004859e-03   9.83631372e-01
    7.08173559e-07   1.40141847e-03   1.63701515e-07   4.35871858e-04
    8.03177990e-03   1.20488461e-03]
 [  6.74433541e-05   4.13092103e-08   2.50608849e-07   1.83738914e-04
    2.14349019e-08   9.92100418e-01   1.63791569e-07   1.05997992e-06
    7.64402794e-03   2.94185998e-06]
 [  9.97497857e-01   1.49496293e-06   3.13233817e-04   1.33334644e-04
    9.54474490e-06   5.44210605e-04   5.13133302e-04   4.95406093e-05
    5.31673955e-04   4.05979867e-04]]
INFO:tensorflow:probabilities = [[  2.19858412e-04   1.23296594e-02   1.17866776e-03   6.85619563e-03
    3.89611013e-02   2.76624248e-03   1.45078680e-04   3.60091031e-02
    1.28316237e-02   8.88702452e-01]
 [  1.22879981e-03   8.68175685e-01   1.00278808e-02   2.15061326e-02
    9.64187551e-03   2.62707565e-02   1.06534539e-02   3.45155317e-03
    4.33835164e-02   5.66030061e-03]
 [  9.99747932e-01   2.01814981e-10   1.10183166e-04   5.58122065e-06
    2.03856515e-10   1.33055277e-04   9.76282308e-07   1.21561254e-06
    9.37439211e-07   6.94261573e-08]
 [  4.94588865e-03   5.76431648e-06   9.22105974e-05   1.55857205e-03
    2.56603875e-04   9.87285793e-01   1.09480030e-03   5.64381553e-05
    4.55917139e-03   1.44604070e-04]
 [  6.61280996e-04   9.13374543e-01   3.53329331e-02   4.39285440e-03
    5.84273133e-03   9.51963186e-04   2.35378686e-02   2.14507757e-03
    1.34470835e-02   3.13679484e-04]
 [  2.79778207e-04   1.43266725e-03   8.61389399e-01   1.06652806e-04
    2.30041426e-03   2.03708812e-04   1.33472815e-01   4.13374364e-05
    7.28167128e-04   4.50138723e-05]
 [  9.96178627e-01   8.56512301e-08   2.78144835e-05   2.45182837e-05
    3.42433736e-07   3.44385509e-03   2.63915630e-04   7.12546944e-06
    4.82092255e-05   5.52278061e-06]
 [  9.99224424e-01   2.62442796e-08   1.98334092e-05   9.40589453e-05
    4.93552534e-07   6.30892930e-04   2.65958124e-06   2.42460578e-06
    2.26868051e-05   2.64066421e-06]
 [  9.89459276e-01   1.71824092e-06   2.71178642e-03   2.68096774e-04
    1.69032428e-05   5.97514911e-03   5.34518971e-04   2.64426082e-04
    1.35207563e-04   6.32983632e-04]
 [  4.97305973e-06   5.59181490e-06   9.61426940e-06   1.88045116e-04
    1.62466727e-02   4.10358480e-05   7.31656030e-07   4.01654630e-04
    6.42299652e-03   9.76678669e-01]
 [  1.21922640e-05   1.78313658e-05   2.36130494e-04   6.17005890e-06
    1.67767343e-03   2.15370183e-05   9.96969759e-01   8.47829483e-07
    1.04568410e-03   1.22598894e-05]
 [  3.21379950e-04   6.59009691e-09   2.18606502e-07   8.28937027e-06
    3.25091387e-04   9.83588630e-04   1.49933221e-08   9.76576328e-01
    5.57745981e-04   2.12272983e-02]
 [  4.32313925e-07   9.89199221e-01   2.85949674e-04   6.13753358e-03
    1.78008457e-04   1.31069974e-04   3.21149928e-05   4.11076180e-04
    3.56011675e-03   6.44074753e-05]
 [  2.97257747e-03   2.35775815e-06   8.49480421e-05   5.56200510e-03
    4.24161204e-04   1.36197349e-02   9.88571082e-06   1.31949346e-04
    9.63373780e-01   1.38186086e-02]
 [  1.81075651e-03   7.74487489e-06   1.25055276e-02   4.02951753e-03
    1.40099000e-04   4.35604976e-04   3.68009239e-07   9.42073226e-01
    1.50000015e-02   2.39972025e-02]
 [  2.10982089e-05   4.24237260e-05   5.46412521e-05   6.40599697e-04
    1.42669217e-06   5.93037810e-04   8.37584048e-06   5.50154255e-07
    9.98610258e-01   2.75734692e-05]
 [  5.01501199e-04   4.43407807e-05   2.38182365e-05   1.28283762e-04
    2.00678514e-07   9.96176004e-01   1.67437320e-05   3.01034561e-06
    3.10038542e-03   5.69071381e-06]
 [  8.27522967e-07   8.77005921e-04   3.68277803e-02   1.69307329e-02
    3.77157237e-04   3.69458518e-04   3.39917715e-05   3.70322471e-03
    9.24951494e-01   1.59283504e-02]
 [  1.02513455e-04   5.14399244e-06   1.36701547e-05   3.53300929e-05
    2.48070614e-06   9.95128989e-01   2.26059528e-05   3.33413368e-06
    4.68502566e-03   9.58052510e-07]
 [  1.41989249e-05   1.30827771e-03   7.21340592e-04   9.91477907e-01
    5.23291856e-05   1.00706739e-03   3.49152288e-06   8.04501760e-04
    3.22232023e-03   1.38841430e-03]
 [  2.61056994e-04   4.87361860e-04   4.77033807e-03   8.22306683e-05
    1.69673502e-01   4.51761793e-04   8.07025909e-01   2.96224287e-04
    3.49631836e-03   1.34553388e-02]
 [  1.29846158e-05   2.60951987e-04   9.82583821e-01   5.87325412e-05
    1.59623248e-08   4.22643097e-05   3.52880193e-06   4.88868181e-07
    1.70371812e-02   7.16422406e-08]
 [  2.27135615e-06   5.49848608e-07   1.73453955e-04   8.77211278e-05
    2.71401764e-03   2.32438979e-05   5.15266095e-07   2.76972511e-04
    4.13758942e-04   9.96307492e-01]
 [  3.75003438e-04   9.43070173e-01   8.59659910e-03   2.54588630e-02
    2.30201127e-04   3.45422362e-04   3.31504445e-04   1.28862765e-02
    6.22968189e-03   2.47613830e-03]
 [  1.27913989e-02   9.71539295e-04   6.04425073e-02   6.79374381e-04
    3.63182008e-01   4.50995117e-02   3.03974599e-01   5.88595308e-02
    4.73591797e-02   1.06640421e-01]
 [  3.57424256e-06   1.44823631e-09   2.25154577e-06   8.41116503e-07
    5.15443971e-03   1.18070602e-05   1.15939159e-07   1.43466925e-04
    1.36992056e-03   9.93313611e-01]
 [  2.66861403e-03   7.96412569e-05   8.10943719e-04   1.09847575e-01
    1.53875386e-03   7.20181286e-01   8.63389927e-04   4.98652071e-06
    1.63818881e-01   1.85915371e-04]
 [  2.34859632e-04   1.39368931e-05   1.07451335e-04   6.00524305e-04
    3.21796938e-06   1.84001203e-03   3.22217517e-07   1.32443156e-05
    9.97178316e-01   8.09081575e-06]
 [  3.71723250e-03   3.46977949e-08   1.43852958e-05   4.38023708e-05
    5.24271745e-04   1.68783276e-03   6.55327767e-07   8.25029016e-01
    8.95592442e-04   1.68087184e-01]
 [  1.37262701e-04   1.66948739e-04   1.19283306e-03   3.08384740e-04
    4.48480308e-01   2.88318302e-02   9.81129333e-02   6.73452814e-05
    4.07589048e-01   1.51130166e-02]
 [  2.51865189e-04   6.10612240e-03   1.23570825e-03   1.80723739e-03
    1.09559849e-01   5.71724726e-04   3.50095623e-04   2.58705001e-02
    1.45956194e-02   8.39651227e-01]
 [  1.20347046e-04   2.26689366e-07   3.90558580e-06   2.06494187e-05
    6.18699996e-05   9.99057591e-01   4.20073484e-05   4.01693933e-06
    6.08857663e-04   8.05187301e-05]
 [  1.02305574e-04   1.17851625e-04   6.24314198e-05   9.93430197e-01
    4.78598338e-07   5.75636839e-03   8.10353924e-07   2.55230552e-05
    4.74747794e-04   2.92159821e-05]
 [  6.55278127e-05   2.20970628e-06   2.42267782e-03   7.06772244e-06
    9.60109591e-01   1.50372769e-04   1.77753717e-02   1.23659644e-04
    3.19419173e-03   1.61493290e-02]
 [  9.88216102e-01   2.04888284e-08   2.45440642e-05   3.17526137e-04
    3.89625166e-06   3.33907222e-03   1.82989079e-05   1.55602374e-05
    7.11372029e-03   9.51395894e-04]
 [  9.12472606e-04   8.18355766e-04   3.08753806e-03   1.69072975e-03
    8.61195872e-07   1.79128678e-04   1.07551477e-06   5.02149621e-03
    9.86824811e-01   1.46360090e-03]
 [  5.24736533e-04   8.98260996e-02   3.78441211e-04   1.55654345e-02
    5.69511473e-01   9.93653387e-03   1.00754749e-03   9.82743502e-03
    1.24174468e-02   2.91004807e-01]
 [  5.65161536e-05   9.95169818e-01   2.09585865e-04   4.71648033e-04
    7.33296765e-05   8.93215329e-05   5.42571128e-04   1.26563929e-04
    2.99026491e-03   2.70192628e-04]
 [  2.38425986e-04   4.80919061e-06   1.16454858e-05   7.23002385e-03
    4.36592882e-06   9.88372266e-01   3.94085146e-06   3.24886278e-05
    3.65895359e-03   4.42982157e-04]
 [  8.85078125e-03   3.51145049e-03   1.07877096e-02   7.34323286e-04
    3.00563574e-01   5.24458010e-03   1.26015414e-02   4.49781455e-02
    3.60382237e-02   5.76689601e-01]
 [  1.69323049e-02   3.62710921e-06   3.42392921e-03   1.38260052e-02
    4.87821865e-07   6.73175324e-04   1.98101716e-07   9.64241982e-01
    5.85592352e-05   8.39835266e-04]
 [  3.14729172e-03   6.79079335e-08   1.54752971e-03   1.15247421e-04
    1.27896283e-06   1.14723036e-04   3.17716331e-05   9.11310963e-07
    9.94877398e-01   1.63835066e-04]
 [  3.12653341e-04   2.12076588e-06   1.84492557e-04   4.63447021e-03
    2.31845861e-05   1.10232122e-02   1.70798430e-05   1.35410723e-04
    9.81205463e-01   2.46190745e-03]
 [  3.54786799e-03   5.26400134e-02   1.48755135e-02   4.66663167e-02
    7.45511614e-03   1.03944018e-02   4.31677466e-03   9.99178179e-03
    8.25339198e-01   2.47730128e-02]
 [  8.18071421e-05   1.75055885e-03   8.73847399e-03   9.54239547e-01
    3.38372425e-04   3.35783395e-03   7.44168065e-05   6.63398241e-04
    2.94359550e-02   1.31962553e-03]
 [  1.39508658e-04   1.25205464e-04   9.95633423e-01   2.00965279e-03
    1.58487046e-06   3.99010787e-05   5.79172820e-06   1.27029105e-03
    7.60368654e-04   1.43324505e-05]
 [  4.49146004e-03   1.61852469e-04   1.11620396e-03   4.84422380e-05
    5.18794298e-01   8.52726959e-03   9.68542241e-04   3.91085781e-02
    9.13446769e-02   3.35438758e-01]
 [  5.61175739e-06   2.64837558e-06   8.25315074e-05   1.25067791e-05
    2.31781796e-05   6.06266083e-04   3.06237007e-06   3.04982204e-05
    9.97371435e-01   1.86224771e-03]
 [  7.75008521e-04   8.05040672e-02   1.36093393e-01   6.18061870e-02
    1.10720475e-05   5.26140211e-04   1.99017188e-04   1.48392515e-03
    7.15625465e-01   2.97571626e-03]
 [  1.72302197e-03   4.93772450e-06   9.95423377e-01   5.76557766e-04
    9.60682155e-05   7.60085313e-05   7.39902243e-05   1.41095697e-05
    2.20158341e-04   1.79162342e-03]
 [  9.99938726e-01   3.61815911e-10   9.37634650e-06   1.35735081e-06
    3.16231596e-10   4.02825972e-05   1.00275320e-05   1.37366052e-09
    2.77875017e-07   1.00939124e-08]
 [  4.02098754e-03   2.49380595e-04   1.91676329e-04   2.60445744e-01
    5.76123595e-03   6.68425322e-01   2.19347398e-03   4.52113803e-03
    2.21603829e-02   3.20306346e-02]
 [  3.38654732e-04   9.86339450e-01   2.31655198e-03   3.20429984e-03
    7.06003571e-04   3.91742738e-04   8.57779232e-04   2.07887683e-03
    3.34347202e-03   4.23129357e-04]
 [  1.41313194e-05   7.34645873e-04   3.98176955e-03   9.09217596e-01
    1.52566799e-05   1.06356395e-02   3.77505467e-06   3.97727010e-04
    7.41761923e-02   8.23235197e-04]
 [  2.88379681e-03   3.27029139e-01   8.09347909e-03   9.53971874e-03
    3.62240593e-04   1.51778972e-02   8.63892317e-04   3.58501077e-02
    5.90548635e-01   9.65110306e-03]
 [  1.12620904e-03   9.38640442e-05   3.04541492e-04   6.37146411e-04
    4.29390639e-05   8.98549613e-03   2.21507647e-03   6.18457534e-07
    9.86504316e-01   8.98899234e-05]
 [  2.54732622e-05   1.65268684e-05   1.12659077e-03   9.94925737e-01
    6.94477507e-08   8.70458083e-04   5.54569333e-08   1.36166627e-05
    2.86256988e-03   1.58887706e-04]
 [  2.79905853e-05   2.66748830e-04   3.98336299e-04   2.07683785e-04
    1.36989821e-03   7.23701960e-04   1.09201402e-03   2.69644770e-05
    9.95766282e-01   1.20364137e-04]
 [  3.78100012e-05   2.86495415e-05   4.12177091e-04   5.26177428e-05
    2.90464759e-02   1.52938461e-04   9.69362497e-01   1.77460879e-05
    5.59165084e-04   3.29954753e-04]
 [  3.66509557e-05   1.11762949e-06   2.75833700e-05   1.85489317e-03
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    9.75741863e-01   2.67260853e-04]
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    2.25483987e-08   1.17996478e-06   3.11014027e-11   9.99770582e-01
    6.30097020e-07   1.34658003e-05]
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    4.17997427e-02   2.92415936e-02   7.36531392e-02   4.64027718e-04
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    2.59848847e-03   9.88884449e-01]
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    1.03530314e-04   3.06252157e-09]
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    1.23883428e-08   1.10446381e-08   1.50267715e-11   9.99989271e-01
    9.78452249e-07   9.34560103e-06]
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    4.47991211e-03   3.61256418e-03]
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    7.16146405e-06   2.95676364e-05   1.03760203e-05   9.32705705e-04
    2.41206566e-04   3.75784330e-05]
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    1.85651428e-04   6.73763733e-03   1.45361503e-06   9.74132419e-01
    4.57211063e-05   1.63977500e-02]
 [  9.98849392e-01   7.80234044e-10   6.25085067e-06   2.52977952e-05
    5.07561317e-08   1.00797694e-03   1.09062100e-07   1.63336390e-05
    3.90489822e-06   9.08604343e-05]
 [  1.07141623e-05   9.97330308e-01   1.50948661e-04   4.02798934e-04
    3.99401615e-05   1.23964201e-04   2.14995584e-04   9.71418704e-05
    1.58424675e-03   4.48956125e-05]
 [  2.96725472e-03   4.72155698e-02   2.66821519e-03   2.72337859e-03
    3.19829676e-03   8.54296796e-03   9.03378546e-01   6.78110810e-05
    2.89258566e-02   3.12124204e-04]
 [  4.19268559e-04   2.87606667e-06   4.57179762e-04   5.77325060e-04
    9.73751366e-01   1.74356792e-02   2.42217071e-03   3.20674677e-04
    2.51237606e-03   2.10110354e-03]
 [  8.34479215e-06   9.39497709e-01   1.99432881e-03   1.43904770e-02
    2.34489236e-03   9.61044617e-03   8.52326688e-04   1.08377088e-03
    2.97861937e-02   4.31449851e-04]
 [  9.99919415e-01   4.47079540e-10   8.13439613e-07   1.07663764e-05
    1.46504542e-09   2.94222245e-05   7.95821848e-07   2.19450001e-07
    3.81344216e-05   4.00548032e-07]
 [  3.83577688e-04   5.08116484e-01   4.36226219e-01   3.04555288e-03
    1.84879231e-04   2.02218792e-03   4.75154445e-02   7.10833556e-05
    2.43189442e-03   2.61217770e-06]
 [  4.47983667e-02   1.40114361e-03   3.93030383e-02   3.12709689e-01
    5.39386272e-03   3.18854582e-03   5.45106947e-01   3.17299739e-02
    1.42515898e-02   2.11675861e-03]]
INFO:tensorflow:global_step/sec: 160.202
INFO:tensorflow:loss = 0.186948, step = 10201
INFO:tensorflow:probabilities = [[  8.96387279e-01   6.15282843e-05   3.60635817e-02   1.34018902e-03
    1.04952592e-03   2.24923273e-03   4.15047705e-02   9.88379586e-04
    9.05486941e-03   1.13005154e-02]
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    6.58206046e-02   1.24657853e-02]
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    1.98964774e-08   6.29963779e-06   5.93323693e-06   1.58473282e-04
    2.04379030e-05   5.34895221e-08]
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    1.43172919e-12   1.70282624e-03   2.31996555e-09   2.69682481e-08
    1.62818608e-07   1.05139419e-09]
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    1.53051328e-03   6.96823179e-07]
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    2.29612142e-02   3.33224784e-06]
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 [  4.27769737e-06   1.02355608e-08   2.09284894e-06   1.13756556e-07
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    2.81938701e-04   4.23524762e-06]
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    3.05562594e-06   1.14775292e-04]
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    1.40546290e-02   1.05750803e-02]
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    9.73257542e-01   1.79133425e-03]
 [  1.56468304e-05   1.40486321e-07   7.00035889e-06   3.88536228e-06
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    1.81171679e-04   2.73731075e-07]
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    1.94683207e-06   6.81093892e-09]
 [  2.38939065e-05   2.69632915e-06   1.52767807e-05   6.50884031e-05
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    1.96360629e-02   9.49849834e-07]
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    6.67232234e-05   1.61634289e-05   1.04830891e-08   9.64523554e-01
    5.59217278e-06   3.53677534e-02]
 [  1.64485827e-01   5.31791411e-05   4.30009067e-01   1.67747766e-01
    5.43667302e-05   1.53203607e-01   5.13565131e-02   4.10282228e-05
    3.26401517e-02   4.08423017e-04]
 [  9.99515653e-01   6.63573863e-10   3.70221620e-04   2.21788764e-06
    4.15713775e-09   4.33399218e-05   1.29016071e-05   1.94868298e-05
    1.47589117e-06   3.46820234e-05]
 [  6.14943783e-05   9.62918275e-05   2.21897310e-04   9.19424474e-01
    2.21267997e-04   7.76784196e-02   2.47960506e-05   3.00765078e-05
    1.83293188e-03   4.08518506e-04]
 [  5.66506584e-04   4.77118272e-04   1.22665754e-03   9.48304415e-01
    9.61056321e-06   4.35270444e-02   1.67774488e-05   6.68183347e-05
    4.23454400e-03   1.57050195e-03]
 [  3.49314951e-06   3.12483317e-05   1.35964120e-03   2.23632567e-04
    2.40050126e-02   1.89305152e-04   8.40902285e-05   7.20578610e-05
    1.14820050e-02   9.62549448e-01]
 [  9.17676953e-05   9.92684722e-01   1.28018740e-03   1.91282015e-04
    8.13710139e-05   9.22128311e-05   2.80862860e-03   1.13521659e-04
    2.59927171e-03   5.71826895e-05]
 [  2.68472832e-07   5.29414933e-07   4.62139241e-07   4.80589661e-04
    1.83050105e-07   6.00497042e-05   2.43901788e-10   9.99365985e-01
    9.18427986e-07   9.09685696e-05]
 [  4.62801149e-03   2.94561120e-04   9.69738007e-01   5.16257761e-03
    7.85046177e-06   1.10752136e-03   3.20194406e-04   1.69392284e-02
    1.68266520e-03   1.19371187e-04]
 [  1.30889230e-05   7.25534119e-05   1.29008578e-04   1.30534405e-04
    7.45595247e-02   7.22724944e-05   2.16145054e-05   6.92408998e-03
    1.77109416e-03   9.16306257e-01]
 [  2.58376822e-05   2.04916258e-04   4.27409541e-05   6.76430791e-05
    5.79477064e-02   5.52638492e-04   9.37329896e-05   8.28517135e-03
    1.43985134e-02   9.18381155e-01]
 [  3.45512963e-04   1.19566412e-05   4.48841020e-05   1.56329584e-03
    1.50565477e-03   9.92848396e-01   2.95984326e-04   2.68700060e-05
    8.16366926e-04   2.54105031e-03]
 [  6.61923923e-06   2.28986778e-06   3.70675679e-07   1.79570357e-04
    1.95097891e-06   9.99774277e-01   1.04538522e-05   4.31815261e-06
    1.05578010e-05   9.56545045e-06]
 [  4.56380039e-05   1.40361825e-03   6.06041285e-04   1.93308003e-03
    9.34061348e-01   2.85381475e-03   7.61481526e-04   1.24823791e-03
    1.20965419e-02   4.49901111e-02]
 [  2.00901748e-04   9.60462213e-01   1.27280166e-03   8.13771319e-03
    4.35114140e-03   2.55099358e-03   2.73817289e-03   1.19101210e-03
    1.60612930e-02   3.03372415e-03]
 [  2.85090157e-03   5.52532538e-06   1.49541756e-03   5.61427732e-04
    4.10623513e-02   9.23624814e-01   2.13603693e-04   9.87545308e-03
    9.53861140e-03   1.07718222e-02]
 [  5.49978381e-07   7.39104216e-05   9.99142528e-01   3.85586143e-04
    3.27286079e-06   5.65428945e-06   1.32945352e-05   3.50674294e-04
    2.30800324e-05   1.54818827e-06]
 [  2.79379890e-07   2.31284289e-07   1.14294780e-04   2.60703548e-08
    1.20487704e-03   3.29968723e-04   9.98342156e-01   2.89979307e-09
    6.77060234e-06   1.44811145e-06]
 [  1.36779112e-08   2.63725110e-06   9.98655558e-01   1.34136458e-03
    2.81250028e-08   1.13488419e-08   2.11315651e-07   1.62840852e-08
    1.84511876e-07   4.40816317e-09]
 [  2.34576195e-01   7.64402301e-08   1.34718940e-01   6.47406140e-03
    1.81288546e-04   4.52623353e-04   4.70107407e-05   1.59355317e-04
    4.23770100e-01   1.99620351e-01]
 [  3.32616339e-03   4.78410497e-02   7.65321180e-02   6.65632546e-01
    1.04861385e-04   1.10355541e-02   1.97451853e-04   5.57348244e-02
    9.04100612e-02   4.91854139e-02]
 [  3.77422253e-07   3.44480184e-04   9.93430436e-01   1.13406521e-03
    1.45500847e-08   5.66811696e-06   2.03007357e-06   5.05023496e-03
    3.15846264e-05   1.07079927e-06]
 [  1.15011162e-05   2.99916110e-06   1.16688432e-03   3.37116013e-04
    9.69119906e-01   6.23464235e-04   2.30916878e-04   4.74925793e-04
    5.50930947e-03   2.25229468e-02]
 [  4.05287487e-04   9.59713578e-01   3.95765761e-03   9.44634899e-03
    6.50138082e-03   1.28886348e-03   2.72348057e-03   8.57976452e-03
    4.77025798e-03   2.61319987e-03]
 [  1.13566814e-04   9.86002803e-01   1.98858022e-03   1.72289985e-03
    4.28615283e-04   1.76104528e-04   4.16126626e-04   6.42435101e-04
    8.37580115e-03   1.33049762e-04]
 [  6.30041322e-05   7.68524478e-06   9.99260843e-01   8.79313448e-05
    7.92098217e-05   1.63823588e-05   1.96547902e-04   1.15356106e-05
    2.16970438e-04   5.98941770e-05]
 [  3.68975452e-04   2.14585925e-05   4.32932611e-05   7.47588405e-04
    4.02209553e-04   9.81544733e-01   2.68706499e-04   9.36837114e-06
    1.03698671e-02   6.22397708e-03]
 [  7.89575060e-05   9.44071770e-01   5.43150600e-05   6.18687877e-03
    1.21943805e-04   3.67677282e-03   4.28117899e-04   5.72658901e-04
    4.31609675e-02   1.64756225e-03]
 [  2.40443569e-06   3.32447817e-04   6.27379413e-05   7.26038343e-05
    9.91150141e-01   4.77852096e-04   7.07527433e-05   1.77661306e-03
    1.50410889e-03   4.55048727e-03]
 [  9.05417721e-07   5.12413521e-07   4.39792984e-06   3.31067240e-05
    9.92478013e-01   1.00870719e-04   1.34137163e-05   1.01965386e-03
    7.13658883e-05   6.27778796e-03]
 [  4.77655113e-01   1.36297767e-03   2.70269010e-02   2.09522489e-02
    5.07380031e-02   2.22658992e-01   1.35255540e-02   1.32100672e-01
    6.28990633e-03   4.76894863e-02]
 [  1.55620859e-04   8.88110153e-05   5.70615381e-02   2.55703907e-02
    1.92303060e-06   2.55366485e-05   4.74169866e-07   9.16903317e-01
    1.26238781e-04   6.61658050e-05]
 [  9.97718692e-01   8.31405941e-07   8.88063150e-05   1.22091051e-05
    1.86514015e-07   1.19086879e-03   4.92443563e-04   4.46368416e-04
    5.87107979e-06   4.36745177e-05]
 [  2.20687871e-04   3.99667297e-05   4.16593321e-05   9.83090162e-01
    1.90292189e-06   1.12454966e-02   2.93258466e-07   1.27010921e-03
    1.40176649e-04   3.94936325e-03]
 [  1.60736579e-06   1.21741220e-06   7.44906674e-06   4.01693578e-05
    3.14119738e-03   3.73779185e-05   3.20556865e-07   2.83209118e-03
    2.26936769e-03   9.91669178e-01]
 [  2.81870918e-04   2.48228225e-05   2.29091907e-04   2.50485115e-04
    5.47257543e-04   1.08541550e-04   9.95638311e-01   9.95918185e-07
    2.85877427e-03   5.99487976e-05]
 [  7.99680245e-04   3.95008537e-05   1.32425977e-02   1.95162790e-03
    3.51219845e-04   2.83897258e-02   8.56843889e-01   3.51431408e-05
    9.83374119e-02   9.14835164e-06]
 [  7.49839127e-01   2.03713906e-04   8.49763229e-02   4.74470928e-02
    3.50090863e-06   1.10598370e-01   2.42839218e-03   1.60638080e-03
    2.80513871e-03   9.18991936e-05]
 [  7.15230999e-04   9.60895956e-01   4.62817308e-03   8.54343083e-03
    3.98786506e-04   2.17880751e-03   7.76191184e-04   1.40549876e-02
    4.94342484e-03   2.86512473e-03]
 [  1.13915739e-07   4.62101843e-06   7.36121274e-06   3.97302902e-05
    4.90099467e-07   8.40453595e-07   2.11572065e-10   9.99892712e-01
    1.15646890e-05   4.25745711e-05]
 [  1.50921494e-06   9.98106122e-01   1.34300353e-04   4.47012600e-04
    9.24632729e-07   7.56347436e-06   3.05711983e-05   4.39546693e-06
    1.25884870e-03   8.62410343e-06]
 [  1.82626874e-03   9.45436239e-01   7.82504678e-03   8.82604625e-03
    2.65512709e-03   2.75400514e-03   1.82885164e-03   2.12423764e-02
    3.60086001e-03   4.00520116e-03]
 [  8.82227207e-04   9.14366916e-02   9.14906524e-03   2.22555213e-02
    1.08833835e-02   6.49795353e-01   4.19126498e-03   4.40753065e-02
    1.53204903e-01   1.41263083e-02]
 [  3.39701801e-05   1.00480369e-03   8.74732446e-04   9.95095134e-01
    9.50676053e-07   5.21736220e-04   3.57212275e-06   2.31215206e-04
    1.91129313e-03   3.22692853e-04]
 [  9.89121735e-01   4.38347342e-07   8.81528395e-05   4.76046931e-04
    6.26872643e-09   6.89793890e-03   1.11251087e-04   6.11620226e-06
    3.29246256e-03   5.77403898e-06]
 [  9.99372780e-01   1.79693807e-08   2.35535099e-05   3.57400131e-05
    1.46983177e-06   4.46316059e-04   6.34228081e-06   3.05339236e-05
    2.89609015e-05   5.44184368e-05]
 [  1.36832322e-03   8.93268645e-01   9.00685973e-03   3.14579792e-02
    8.42398405e-03   9.16112866e-03   5.29670529e-03   9.58364736e-03
    2.75647677e-02   4.86795465e-03]
 [  8.14201497e-03   3.60816884e-05   2.62762860e-05   2.01588737e-05
    6.28566922e-05   9.88703012e-01   1.15549970e-04   1.86088713e-04
    2.53027189e-03   1.77785856e-04]
 [  2.21934461e-04   1.27736521e-05   1.62835549e-05   2.47539650e-03
    1.30653521e-02   3.63557425e-04   2.45102342e-06   1.54648572e-02
    1.25732724e-04   9.68251646e-01]
 [  1.94545760e-06   2.09902955e-05   5.86797658e-04   9.83098209e-01
    1.90345293e-06   5.12854196e-04   9.20605459e-08   6.60737496e-05
    1.55048883e-02   2.06177356e-04]
 [  8.25020543e-04   8.03484218e-05   1.40546163e-05   1.48631062e-03
    3.60362028e-04   9.96166110e-01   1.81341180e-04   8.13793158e-05
    4.16458090e-04   3.88714921e-04]
 [  4.76537680e-05   1.00853445e-03   6.93383045e-04   5.14140958e-03
    1.25203177e-01   2.02019559e-03   1.68445240e-05   1.28878988e-02
    6.51257578e-03   8.46468329e-01]
 [  7.43281422e-03   8.98875805e-05   4.88867401e-04   1.83997285e-02
    2.46793265e-03   9.38190997e-01   1.42794230e-03   1.09009248e-04
    1.28495023e-02   1.85431838e-02]
 [  6.15512021e-04   9.48267341e-01   2.29262142e-03   1.51663944e-02
    1.10104878e-03   5.11572056e-04   4.96758206e-04   2.69059055e-02
    1.87022355e-03   2.77277618e-03]
 [  1.14600087e-04   3.16504098e-04   4.39164974e-03   4.13358386e-04
    7.86168426e-02   2.09517792e-04   3.71559836e-05   4.85007651e-03
    6.06972910e-03   9.04980600e-01]
 [  2.77150166e-03   2.25976169e-01   3.22946860e-03   2.42426917e-02
    1.74145179e-03   1.92381181e-02   2.59745936e-03   3.14182299e-03
    7.05641925e-01   1.14192925e-02]
 [  9.07992728e-07   2.21374248e-05   9.33745396e-05   2.32689010e-04
    4.08160937e-04   2.13689759e-06   3.69530676e-06   9.97365415e-01
    6.57477140e-05   1.80583424e-03]
 [  4.36138012e-04   7.25140446e-04   1.09152552e-02   4.55699890e-04
    9.20203447e-01   9.49594425e-04   2.85138171e-02   1.04158996e-02
    4.18331893e-03   2.32015941e-02]
 [  1.95328607e-06   9.35872614e-01   9.62405757e-05   3.38042830e-03
    6.13099081e-04   6.04305766e-04   2.30101374e-04   8.39495697e-05
    5.70326000e-02   2.08484731e-03]
 [  4.49345947e-08   9.63724105e-08   3.48955541e-06   2.98070006e-07
    9.99521971e-01   2.03862292e-05   1.00365971e-04   3.38608538e-06
    6.01945794e-05   2.89857708e-04]
 [  6.42628365e-05   6.79129589e-05   1.51000968e-05   2.13788098e-05
    3.71524511e-05   9.96011734e-01   3.00896267e-04   1.94456261e-05
    3.44719645e-03   1.49394100e-05]
 [  2.14666739e-04   9.87066448e-01   2.72305100e-03   4.94593289e-04
    3.85362509e-05   1.62632830e-04   6.21944782e-04   5.31420577e-04
    8.11515655e-03   3.14938552e-05]
 [  1.85935316e-03   1.22319489e-05   1.83180906e-04   1.47274369e-03
    5.33270370e-03   1.08246168e-03   4.90899365e-05   2.88353078e-02
    1.26627488e-02   9.48510170e-01]]
INFO:tensorflow:probabilities = [[  6.71566057e-04   6.29263741e-05   1.01580241e-04   3.49805225e-04
    6.25085551e-04   9.89838719e-01   4.04051738e-04   5.51842619e-04
    6.87745959e-03   5.16937173e-04]
 [  3.37128178e-04   1.67543494e-05   6.14281714e-01   2.07427870e-02
    7.29395449e-03   5.63811860e-04   3.98146040e-05   3.52938548e-02
    1.03012780e-02   3.11128736e-01]
 [  2.65921159e-07   3.72925584e-08   1.01041849e-06   1.26155257e-07
    9.99894381e-01   1.14498844e-05   1.97957797e-05   8.26914220e-06
    6.96219377e-06   5.78526633e-05]
 [  9.11674670e-06   8.83488065e-06   3.94418348e-05   7.73357606e-05
    9.25976455e-01   6.69719419e-04   5.92604447e-05   4.07449668e-03
    3.54676245e-04   6.87305108e-02]
 [  3.90925241e-04   3.02772447e-02   9.10180446e-04   1.03217363e-03
    5.85979261e-02   9.76791885e-03   2.64833565e-04   4.31599357e-04
    2.84873217e-01   6.13453925e-01]
 [  1.54989812e-06   2.57432257e-05   1.16919298e-02   4.68225408e-05
    5.57428896e-02   5.80009764e-05   9.31780696e-01   1.97148765e-05
    5.54982165e-04   7.77848982e-05]
 [  1.52764535e-02   2.10130995e-04   1.25750527e-03   2.12290674e-04
    2.13359785e-03   2.56934822e-01   1.86529697e-03   4.67442535e-03
    7.03673542e-01   1.37618873e-02]
 [  9.31806982e-01   5.51570747e-06   8.05831631e-04   2.25047494e-04
    1.14691735e-04   5.61466143e-02   1.03635304e-02   3.41093080e-04
    8.21423091e-05   1.08414926e-04]
 [  7.03776081e-04   1.80895629e-04   1.34631380e-04   1.12734355e-01
    2.62220739e-04   8.74875188e-01   7.13941234e-04   5.90243981e-05
    5.43725584e-03   4.89866221e-03]
 [  1.84539786e-05   8.89315503e-04   7.21407775e-03   5.64721879e-04
    8.92426848e-01   5.97521837e-04   9.53990594e-02   2.77427171e-04
    1.32051343e-03   1.29194465e-03]
 [  2.65100709e-04   2.33445726e-02   7.35626556e-03   6.96966276e-02
    3.09312314e-01   2.64890008e-02   1.14712510e-02   6.25115028e-03
    5.20694017e-01   2.51196045e-02]
 [  3.34846823e-06   9.86992717e-01   1.12668975e-04   9.95990541e-03
    8.88843671e-04   2.37271277e-04   2.73780548e-04   4.67186328e-05
    8.97987164e-04   5.86809474e-04]
 [  4.21310484e-04   3.70303023e-04   2.04044138e-03   6.80290104e-05
    7.54853114e-02   7.21655597e-05   9.17417943e-01   1.02698708e-04
    1.38478400e-03   2.63701542e-03]
 [  9.11289477e-04   1.41510136e-05   1.12882575e-04   4.97434475e-03
    2.67794567e-05   9.88989294e-01   1.79647788e-04   1.06881953e-05
    4.65364289e-03   1.27184583e-04]
 [  2.77213898e-04   1.50456776e-06   5.47977652e-06   4.35451439e-05
    9.29173920e-03   6.30748516e-04   2.96035665e-07   9.56103563e-01
    3.07400951e-05   3.36150527e-02]
 [  7.24216166e-04   8.65245820e-05   8.52844641e-02   1.25216000e-04
    1.59068091e-04   9.06285655e-04   9.12209094e-01   7.68191694e-06
    3.57888202e-04   1.39520649e-04]
 [  2.03718562e-04   4.00641555e-04   8.72247096e-04   1.47321948e-03
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 [  1.17732570e-01   6.69861306e-03   3.48798558e-02   4.63483715e-03
    1.19804166e-01   5.22638202e-01   6.35037497e-02   6.63310736e-02
    2.37253979e-02   4.00515124e-02]
 [  9.60767925e-01   2.34747204e-05   2.92663090e-03   7.98492169e-04
    8.69260810e-04   1.22288084e-02   1.30253723e-02   6.53057592e-04
    7.06755975e-03   1.63927185e-03]
 [  6.49333379e-05   1.13918904e-05   7.79744179e-04   1.22068925e-02
    1.10765512e-03   8.00453722e-01   1.21746701e-03   4.85570718e-06
    1.83074325e-01   1.07906456e-03]
 [  9.99011040e-01   1.45559396e-08   2.51065561e-04   3.47190107e-05
    2.09224771e-09   4.89268044e-04   1.77658319e-06   2.90010976e-05
    3.71494502e-06   1.79333700e-04]]
INFO:tensorflow:global_step/sec: 158.059
INFO:tensorflow:loss = 0.159332, step = 10301
INFO:tensorflow:probabilities = [[  1.98438812e-07   1.00965970e-07   2.03980107e-06   2.02806797e-04
    6.00727006e-08   1.64369638e-07   2.04767803e-09   9.99740660e-01
    6.40001701e-07   5.34391256e-05]
 [  9.99930263e-01   4.70525896e-10   1.65993970e-06   5.73475700e-06
    7.80845180e-12   6.04599882e-05   1.37531708e-06   6.07851547e-08
    2.19203045e-07   1.02795539e-07]
 [  5.88025177e-05   4.98334551e-03   4.04797681e-03   2.42292020e-03
    8.64084899e-01   2.43042763e-02   1.96637232e-02   2.05708924e-03
    2.54205931e-02   5.29563688e-02]
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    1.88957216e-07   6.28282305e-06   3.36659650e-05   1.51529844e-06
    3.04841116e-04   1.68546088e-09]
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    2.20103674e-02   1.49870273e-02   6.81492093e-05   5.64146101e-01
    9.01885517e-03   3.81299764e-01]
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    1.74373284e-07   9.99038577e-01   4.66176698e-06   5.55352244e-07
    4.66777456e-05   8.14657233e-06]
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    6.01786678e-06   2.61532978e-06]
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    3.53863870e-04   6.57741452e-08]
 [  8.39707525e-07   8.44000851e-08   1.81007479e-07   6.44896718e-05
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    9.42499726e-04   1.03672457e-04]
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    6.05929224e-03   2.73054960e-04]
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    2.31260186e-04   5.62901236e-02]
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 [  8.72987905e-04   9.65127856e-06   1.34312995e-02   2.28235396e-04
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    1.96372494e-05   8.05574382e-06]
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    1.35826156e-03   1.65363394e-06]
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    3.97300441e-03   8.65428567e-01]
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    3.72095237e-05   7.85829889e-06   1.60157706e-05   3.37920198e-03
    7.33137946e-04   3.60403996e-04]
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    1.14471687e-03   1.28359796e-04   4.29557345e-04   5.37796877e-04
    5.46406209e-03   3.55237193e-04]
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    1.37482357e-05   1.07689802e-05]
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    1.54542357e-01   3.13716055e-06]
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    1.87095674e-03   3.44758891e-02]
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    2.79718588e-05   2.80195138e-07]
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 [  3.13846394e-04   7.35310081e-04   2.30535719e-04   8.86833608e-01
    1.36776769e-04   1.04671419e-01   4.00960380e-05   2.12833023e-04
    4.54315590e-03   2.28240178e-03]
 [  1.62075827e-04   9.79217529e-01   1.30032958e-03   1.44319073e-03
    1.46128688e-04   9.03558466e-05   2.34560648e-04   1.58894565e-02
    1.28649001e-03   2.30054997e-04]
 [  2.56308238e-04   9.86716509e-01   4.16358979e-03   1.21901603e-03
    2.48878438e-04   9.13888143e-05   2.61250098e-04   4.90734400e-03
    1.89374853e-03   2.41875721e-04]
 [  1.43997386e-04   5.60416025e-04   5.74543701e-05   4.81703115e-04
    1.54137209e-01   1.32537552e-03   6.37467092e-05   2.90136989e-02
    1.40653644e-03   8.12809825e-01]
 [  9.99111712e-01   6.41692116e-11   2.48086417e-05   6.04994170e-08
    8.83328699e-09   5.32376231e-04   3.30160372e-04   4.24444018e-08
    8.84853137e-07   3.89299704e-10]
 [  1.69854939e-08   7.62892238e-09   2.45976054e-07   4.61325156e-09
    9.99955416e-01   2.52417635e-06   2.51699362e-06   5.74961291e-07
    7.09510414e-06   3.15829566e-05]
 [  5.56621053e-05   9.88048315e-01   1.39093574e-03   5.94368204e-03
    7.66011144e-05   6.79953009e-05   2.37022687e-04   2.46722717e-03
    1.16359256e-03   5.49076649e-04]
 [  6.64459294e-05   2.65023868e-06   3.97065451e-05   1.06564212e-05
    5.03115065e-04   9.40398531e-05   9.99077797e-01   2.16865629e-07
    1.99068512e-04   6.28646740e-06]
 [  3.93770984e-04   9.44404960e-01   4.23745671e-03   3.20786959e-04
    1.13433358e-04   9.73400020e-04   1.93071961e-02   1.83970878e-05
    3.01844832e-02   4.62117823e-05]
 [  4.11770132e-04   1.54445615e-06   4.16048988e-06   1.80484640e-04
    1.00221929e-04   8.53034653e-05   1.01239273e-07   9.80673790e-01
    2.76690162e-06   1.85398497e-02]
 [  9.99847770e-01   7.83998630e-11   1.58634266e-05   4.38866300e-05
    7.66769374e-12   8.76195845e-05   1.18255241e-06   5.53687158e-08
    1.66983375e-06   2.08375991e-06]
 [  4.46876220e-05   2.04501892e-04   2.75387050e-04   2.97141880e-01
    8.46607145e-04   4.52644272e-05   9.46225498e-07   2.96969004e-02
    6.19782247e-02   6.09765649e-01]
 [  1.02335808e-03   9.68839109e-01   1.31464179e-03   5.79766277e-03
    1.55676401e-03   3.16221174e-03   2.19402346e-03   3.24826199e-03
    1.13762245e-02   1.48756127e-03]
 [  2.78764259e-04   9.83362257e-01   1.17780631e-02   9.76886018e-04
    8.54965474e-05   1.55529360e-05   1.92180742e-04   1.20583817e-03
    1.94308546e-03   1.61955308e-04]
 [  9.69084249e-06   1.25701903e-04   5.74714868e-05   2.16150183e-05
    7.93257379e-04   2.83253030e-04   9.97800887e-01   2.29870452e-07
    9.03976674e-04   3.86790816e-06]
 [  8.01950737e-05   2.26865541e-05   2.71678300e-06   5.48746670e-04
    4.07129191e-05   9.98262823e-01   1.67737689e-05   4.40137910e-06
    8.70887074e-04   1.50046457e-04]
 [  9.99999046e-01   1.35755608e-11   9.49876906e-08   1.44185615e-08
    1.19244295e-10   1.15705063e-07   6.26946033e-08   1.51358766e-08
    5.46286003e-07   9.49767731e-09]
 [  6.35831431e-03   1.81283150e-03   4.49686740e-05   2.21024081e-02
    1.01546152e-02   6.11429941e-03   3.92091388e-05   3.65342200e-01
    6.37767196e-04   5.87393343e-01]
 [  1.84451506e-04   7.95450944e-07   1.08987602e-04   1.30964963e-06
    7.78308240e-05   6.13824595e-05   9.99548733e-01   3.09180770e-08
    1.63344957e-05   1.33289390e-07]
 [  3.51492395e-06   8.65324307e-03   9.85840917e-01   4.38833097e-03
    6.88422369e-06   1.32771193e-05   7.98819703e-04   4.80722119e-05
    2.46331561e-04   5.48849016e-07]
 [  4.64727287e-04   2.76921841e-04   3.00541345e-04   1.25299441e-04
    1.34864092e-01   2.16241018e-03   1.29672186e-03   2.97229104e-02
    3.32688242e-02   7.97517478e-01]
 [  2.02104388e-07   1.23355458e-05   1.08175649e-04   9.82465506e-01
    3.58657371e-06   5.04579628e-04   2.28299779e-08   1.99761731e-03
    1.43217985e-02   5.86131471e-04]
 [  3.02342437e-06   1.69333862e-06   3.03646393e-05   1.92650332e-04
    1.50310632e-06   4.08764783e-04   2.98805230e-06   2.26744191e-06
    9.99297738e-01   5.89789161e-05]
 [  1.51897057e-05   5.51507284e-08   1.59872968e-06   7.09755230e-04
    1.10482697e-05   9.98854280e-01   3.34617596e-07   6.83704711e-05
    2.09417442e-04   1.29903841e-04]
 [  7.98993465e-03   4.42122705e-02   2.52779317e-03   3.59884836e-03
    2.50614691e-03   1.09244242e-01   4.65955026e-03   9.63313971e-03
    7.16432869e-01   9.91951451e-02]
 [  5.09676829e-05   1.74765373e-05   7.90084523e-05   7.18127564e-02
    1.34864615e-06   9.27348793e-01   3.23466666e-04   5.26749346e-08
    3.58376332e-04   7.69764847e-06]]
INFO:tensorflow:probabilities = [[  9.29420639e-04   9.96092467e-07   1.06088824e-04   9.60636318e-01
    2.06998720e-08   3.82777415e-02   6.12172528e-07   3.58108514e-06
    4.44233228e-05   9.18366595e-07]
 [  6.60739516e-08   2.81957178e-08   1.18921427e-07   3.85259511e-07
    9.99150157e-01   9.84995859e-06   4.85421151e-06   1.13775041e-05
    3.07252667e-05   7.92260980e-04]
 [  7.97133453e-06   9.94762599e-01   3.75248841e-04   4.37032490e-04
    2.10776270e-04   4.44368605e-04   3.10892821e-04   9.86864907e-05
    3.29431402e-03   5.82988760e-05]
 [  2.25301574e-05   2.13216367e-06   1.32275418e-05   7.45152363e-07
    9.90950942e-01   1.64501871e-05   2.95522361e-04   1.20328099e-04
    9.78337921e-05   8.48022476e-03]
 [  1.65572427e-02   3.99051678e-05   1.39943382e-04   9.09422175e-04
    2.71528843e-03   2.21341953e-01   3.54351163e-01   7.76269701e-07
    4.03258055e-01   6.86242478e-04]
 [  4.02094629e-05   7.68051017e-03   8.78807623e-04   9.87899482e-01
    1.72751811e-07   8.94146680e-04   1.90565814e-07   1.73984747e-03
    5.85201080e-04   2.81396788e-04]
 [  1.22264566e-04   1.12414383e-03   2.88269744e-04   1.68969366e-03
    2.30185911e-01   1.05366076e-03   2.12148021e-04   2.78272992e-03
    4.71484056e-03   7.57826328e-01]
 [  5.17412205e-04   1.15998311e-07   2.50925357e-03   3.58095645e-06
    3.01310629e-05   1.97660502e-05   9.96717274e-01   1.34123957e-06
    1.83900789e-04   1.72412747e-05]
 [  1.66474213e-03   5.01799770e-02   3.45908501e-03   1.26978038e-02
    7.68310972e-04   5.40992012e-03   8.94764304e-01   2.10475246e-05
    3.05046588e-02   5.30096877e-04]
 [  2.07693622e-04   1.99919268e-05   4.73415013e-03   2.75273633e-05
    6.02664519e-03   8.04151787e-05   9.87973571e-01   1.74712522e-06
    8.77682352e-04   5.04744166e-05]
 [  8.17014006e-06   4.30489536e-07   8.06938988e-06   1.95293487e-05
    2.71132626e-02   3.91912508e-05   1.51961683e-06   6.73954957e-04
    2.24392585e-04   9.71911490e-01]
 [  2.65132112e-05   9.97884333e-01   2.98349623e-04   3.59685015e-04
    4.46935628e-05   1.13444825e-04   6.54626347e-04   3.78588738e-04
    2.02370560e-04   3.71923161e-05]
 [  9.99956846e-01   1.37264364e-12   5.61881563e-07   8.42687371e-07
    2.46725687e-12   4.04286511e-05   1.31201858e-08   1.11299789e-06
    4.56544953e-08   1.79318249e-07]
 [  9.72899841e-04   3.89508600e-03   6.59335498e-03   6.06111903e-03
    2.98853702e-04   1.63815748e-02   3.39859212e-03   1.64346984e-05
    9.61651504e-01   7.30541418e-04]
 [  6.51630535e-06   7.00306941e-07   7.12541305e-06   2.23975163e-04
    5.03786950e-08   3.66533677e-05   4.36405967e-10   9.99489069e-01
    3.63761865e-06   2.32197621e-04]
 [  9.96742427e-01   1.82797510e-08   2.49347213e-05   3.10307259e-05
    1.90811377e-07   3.11326515e-03   8.70911299e-06   1.57472641e-05
    1.00128627e-05   5.36976477e-05]
 [  4.06523141e-05   4.83203348e-06   1.07570449e-04   7.30254615e-05
    4.62514907e-03   2.71152065e-04   5.98097904e-06   1.00840954e-02
    1.34229881e-03   9.83445227e-01]
 [  2.95604084e-04   2.43895702e-05   2.89583877e-05   3.14967660e-03
    4.30845867e-05   2.17766285e-01   4.97192668e-04   1.26508428e-06
    7.78169811e-01   2.37390832e-05]
 [  9.89258388e-06   3.93385562e-05   2.80342307e-02   9.18217480e-01
    4.13098491e-07   7.12656532e-04   2.28533246e-08   5.11524826e-02
    1.79934327e-03   3.41060731e-05]
 [  5.21307229e-04   9.69801545e-01   7.73188309e-04   1.20013801e-03
    1.13697839e-03   2.84574926e-04   2.93163001e-03   7.08579260e-04
    2.21019518e-02   5.39997942e-04]
 [  2.47648830e-04   2.19857088e-06   1.37615934e-05   2.07019293e-05
    5.69369411e-04   6.71291305e-03   1.04565712e-04   1.73259599e-04
    9.83754456e-01   8.40119552e-03]
 [  3.71893644e-01   1.03141777e-02   2.03546360e-01   2.24716626e-02
    1.82039163e-03   1.03344947e-01   8.81865621e-02   1.29810243e-03
    1.88433826e-01   8.69036093e-03]
 [  1.68936012e-07   1.65856136e-07   1.05751442e-05   9.91759479e-01
    1.43312686e-08   4.04568913e-04   6.19316864e-09   2.03553725e-07
    7.81916361e-03   5.64072252e-06]
 [  1.21257745e-03   1.23407881e-05   9.22331735e-02   4.76200432e-02
    4.84078510e-06   4.17663902e-03   5.15378306e-05   6.04477009e-06
    8.54497612e-01   1.85219644e-04]
 [  5.19963214e-04   7.16464710e-04   5.40243273e-05   1.22221492e-04
    2.51283182e-05   9.93210495e-01   5.84183785e-04   1.11997600e-04
    4.59699519e-03   5.84596455e-05]
 [  1.72800924e-06   2.32747934e-05   2.94240053e-05   9.94041979e-01
    1.77009895e-07   5.52714476e-03   2.43901788e-08   4.40260919e-06
    3.15725134e-04   5.63201975e-05]
 [  1.37354791e-05   1.64442658e-02   9.77412522e-01   4.08941600e-03
    1.80766813e-06   2.27847631e-04   3.05034278e-04   8.33441969e-04
    6.68683264e-04   3.22040341e-06]
 [  9.99867439e-01   1.80572401e-09   9.06239366e-05   1.55541031e-07
    1.24514465e-09   1.53632045e-05   2.50042885e-05   5.02653812e-08
    1.04273886e-06   4.12702605e-07]
 [  9.87219973e-05   9.84887064e-01   3.01950052e-03   3.42068751e-03
    1.77752832e-03   1.93890708e-04   7.65733421e-04   3.42215109e-03
    1.25455589e-03   1.16022816e-03]
 [  2.20672181e-03   1.81203199e-04   5.28324046e-04   5.22109112e-05
    8.75838876e-01   2.59967074e-02   7.94914141e-02   2.79167737e-03
    5.14637074e-03   7.76654948e-03]
 [  1.84816157e-03   2.71233584e-04   3.03046290e-05   1.10966703e-02
    1.02181166e-05   9.79323626e-01   3.78796307e-04   9.59870249e-06
    6.98081171e-03   5.05993376e-05]
 [  9.09913797e-04   2.26251268e-06   2.09953170e-03   2.55528837e-04
    5.12419734e-04   1.21379941e-04   5.45689036e-05   4.13721055e-03
    2.96218530e-03   9.88944948e-01]
 [  3.05110789e-05   8.20425794e-06   2.83925283e-06   4.20780946e-03
    3.26714548e-03   4.58015734e-03   1.16498484e-06   9.20979798e-01
    1.65889258e-04   6.67565763e-02]
 [  5.20511549e-06   1.08290621e-07   1.17732579e-05   1.02209007e-04
    9.75162506e-01   3.22192209e-04   1.66848040e-04   1.25798862e-04
    1.30440891e-02   1.10593261e-02]
 [  3.43260152e-04   9.86147702e-01   4.39925585e-03   2.22382112e-03
    4.24627535e-04   3.22067208e-04   5.42458787e-04   3.10212211e-03
    2.02218373e-03   4.72410320e-04]
 [  4.65913210e-04   4.17775891e-06   4.64376819e-04   1.24082835e-02
    8.18227345e-05   1.25240311e-02   6.61919301e-04   8.55201620e-07
    9.73012805e-01   3.75851727e-04]
 [  3.00014908e-05   7.98038968e-08   5.14316744e-05   1.52131818e-07
    5.48984754e-05   1.89109604e-04   9.99627471e-01   6.39267350e-09
    4.59806397e-05   8.50544552e-07]
 [  4.24575046e-06   1.61357049e-04   2.58010086e-02   9.52022254e-01
    4.25423787e-06   5.98105078e-04   3.69611570e-07   5.24437812e-04
    2.07582228e-02   1.25841791e-04]
 [  2.39670608e-05   9.48291898e-01   2.46150536e-04   3.36756669e-02
    8.18480185e-05   6.41638399e-05   4.57893584e-05   8.36200081e-03
    6.99509308e-03   2.21342430e-03]
 [  3.85306739e-05   3.76785670e-06   9.30497336e-05   1.21597003e-03
    3.47788373e-05   1.41669734e-04   2.69353513e-05   4.22115954e-06
    9.98216212e-01   2.24833930e-04]
 [  3.06993497e-05   3.42359162e-05   1.50606141e-03   1.16569012e-04
    7.08671892e-03   8.19014022e-05   9.90984559e-01   8.11226164e-06
    1.31780849e-04   1.92394346e-05]
 [  9.95487273e-01   3.16363931e-08   1.26086306e-04   2.45027168e-05
    1.12286058e-09   4.19605896e-03   2.58856403e-06   1.22629441e-04
    1.32117084e-05   2.78133157e-05]
 [  1.04329911e-05   1.60882628e-05   1.25078904e-03   5.61214387e-01
    1.22952901e-04   2.13587401e-03   1.18649177e-06   1.61464792e-04
    4.33325350e-01   1.76143658e-03]
 [  9.51137372e-06   4.97211760e-04   6.63224095e-03   6.21707077e-05
    5.33505902e-03   1.19695661e-03   9.85573351e-01   5.77436685e-06
    6.48335204e-04   3.94660929e-05]
 [  9.95473802e-01   5.98209681e-07   2.60309316e-04   5.82859466e-05
    1.00291436e-05   2.44538183e-03   1.05156656e-03   6.62540879e-06
    6.13733835e-04   7.94912921e-05]
 [  1.57939701e-03   4.46781591e-02   7.26856411e-01   1.10998852e-02
    7.93043897e-03   7.45775178e-04   1.34733543e-02   8.69103521e-03
    1.81101397e-01   3.84408538e-03]
 [  1.63312841e-04   9.46659923e-01   5.50801773e-03   2.63498398e-03
    4.74335160e-03   5.12794685e-03   1.09052565e-02   3.84631014e-04
    2.36192085e-02   2.53622624e-04]
 [  2.02160285e-04   4.04156435e-06   3.39391363e-06   3.66866216e-02
    2.12681298e-05   9.35156465e-01   6.30772604e-07   3.55701684e-03
    9.04318935e-04   2.34640129e-02]
 [  3.03043271e-06   9.98749965e-06   5.27713273e-05   9.99593914e-01
    8.51919921e-08   1.63106452e-04   5.18665422e-09   3.14843455e-05
    1.39794967e-04   5.87809927e-06]
 [  7.48283812e-04   1.88923697e-03   3.17722140e-03   4.57448140e-03
    5.29465117e-02   7.14635989e-03   8.65350128e-04   9.11659524e-02
    2.58148126e-02   8.11671734e-01]
 [  4.99907939e-04   6.85518853e-06   1.93073880e-04   7.52553169e-05
    1.54658075e-04   1.66071451e-03   9.97156501e-01   1.72282554e-07
    2.48914817e-04   3.99503597e-06]
 [  9.23207117e-05   9.51077044e-01   2.19385824e-04   3.51176551e-03
    1.44869782e-05   7.27792038e-04   2.62309652e-04   8.60854459e-04
    4.23454978e-02   8.88525334e-04]
 [  1.19503545e-06   7.77113542e-07   7.51300322e-05   9.99567211e-01
    1.29455680e-09   2.27405733e-04   2.64572975e-10   2.09209634e-06
    1.25670325e-04   4.83956342e-07]
 [  5.50785080e-06   9.84459639e-01   1.41777785e-03   1.66846497e-03
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    1.87555288e-05   1.13404449e-02]
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    4.63779770e-06   6.04099150e-05]
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    9.99165416e-01   1.33636029e-04]
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    1.56161899e-04   3.77843017e-03]
 [  1.62460364e-03   1.78529135e-07   8.32160760e-04   3.81453697e-06
    9.14748192e-01   4.36024129e-04   7.61985630e-02   4.50103683e-03
    1.16135238e-03   4.94063890e-04]
 [  4.58149909e-04   1.01765363e-04   1.26180794e-06   4.27003804e-04
    1.02480601e-06   9.98171449e-01   3.95831239e-06   3.00757329e-05
    7.88531499e-04   1.68334300e-05]
 [  1.17288750e-04   9.96661186e-01   1.73363020e-04   3.61518440e-04
    8.78584469e-05   2.41568021e-04   6.74662733e-05   1.00628345e-03
    1.18923560e-03   9.42980987e-05]
 [  3.84289800e-04   1.03343382e-05   2.02944022e-04   9.67465043e-01
    5.02151852e-06   2.19666939e-02   1.43022206e-07   1.48039346e-03
    6.44555432e-04   7.84054771e-03]
 [  8.75062135e-04   3.04499641e-04   1.46534224e-03   1.72064811e-01
    4.13093978e-04   1.25321718e-02   3.83063852e-05   1.76949648e-03
    7.74282813e-01   3.62543426e-02]
 [  8.03573403e-06   6.58455631e-03   5.40818088e-04   9.86700594e-01
    4.78954353e-05   2.82237818e-03   4.56971566e-06   9.37038203e-05
    2.68006767e-03   5.17328910e-04]
 [  9.98592079e-01   7.30671079e-11   2.65026592e-05   9.33197007e-05
    4.60007810e-09   1.24819716e-03   7.27520577e-09   2.07670892e-05
    9.63884418e-07   1.81652576e-05]
 [  3.27155431e-04   6.47081819e-04   8.89400719e-04   3.12588434e-03
    1.24536799e-02   9.97297349e-04   5.10189020e-05   9.02987346e-02
    1.10966582e-02   8.80113125e-01]
 [  2.96647090e-06   1.02974627e-04   2.36810360e-04   9.97017980e-01
    2.87152737e-08   2.25200155e-03   4.09454941e-08   8.98630958e-07
    3.84638406e-04   1.67988708e-06]]
INFO:tensorflow:global_step/sec: 158.843
INFO:tensorflow:loss = 0.266866, step = 10401
INFO:tensorflow:probabilities = [[  6.28471666e-04   3.60610038e-02   1.92199454e-01   4.52701867e-01
    5.50582699e-05   3.95521382e-03   2.31516660e-05   1.45583242e-01
    1.53325528e-01   1.54670430e-02]
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    1.81414105e-03   3.58557189e-03]
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    1.44529724e-02   8.15863669e-01]
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    1.27999531e-03   3.87227192e-04]
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    7.74170403e-05   1.06784946e-03]
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    3.86800035e-04   9.48411644e-01]
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    1.30573555e-03   6.08438722e-06]
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    9.00389720e-03   5.82215749e-03]
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    5.31434671e-05   9.90545034e-01   7.40940974e-04   3.76382786e-07
    6.64216420e-03   6.82458267e-05]
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    3.82317305e-02   1.74052431e-04]
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    4.74612461e-03   1.80038071e-04]
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    6.99582233e-05   5.10566053e-04]
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    8.62691595e-05   9.05731940e-05   1.87279010e-08   9.25296664e-01
    3.24404100e-05   7.42303580e-02]
 [  9.98323143e-01   5.66296254e-09   1.72439148e-04   1.50278711e-05
    7.85387115e-08   7.91564758e-04   6.24587818e-04   1.58439582e-06
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 [  1.61631440e-03   1.79558038e-03   4.57607349e-03   2.64737383e-03
    1.44115770e-02   2.01109741e-02   9.48403835e-01   1.48292282e-04
    5.47934789e-03   8.10604484e-04]
 [  7.62703712e-04   7.61075467e-02   1.41418949e-02   1.76656898e-03
    4.26843613e-02   6.67395908e-03   1.91502664e-02   5.97791281e-03
    8.12668264e-01   2.00665668e-02]
 [  2.02636191e-04   4.39982723e-05   4.85458737e-03   1.84870350e-05
    3.45475227e-03   1.56547321e-04   9.91051435e-01   3.36838646e-08
    2.15740671e-04   1.88333570e-06]
 [  1.06733141e-05   7.74870387e-06   1.02870188e-04   9.95487392e-01
    4.38640564e-06   4.25310899e-03   1.93229221e-06   3.27148911e-07
    1.22733574e-04   8.95087760e-06]
 [  2.55993707e-03   5.32098406e-04   2.06774147e-03   9.69569623e-01
    4.85542405e-05   2.12265663e-02   1.89071478e-04   8.49043354e-05
    3.42888688e-03   2.92510842e-04]
 [  5.11004182e-04   1.60989538e-02   5.01724668e-02   4.48640436e-02
    3.93304881e-03   7.99610373e-03   4.54631139e-04   1.13526220e-02
    8.07918727e-01   5.66984154e-02]
 [  5.16793085e-03   1.05699415e-04   3.19180777e-03   3.52475363e-05
    9.04093385e-01   1.36569161e-02   3.56218666e-02   1.40449265e-02
    7.25433743e-03   1.68280117e-02]
 [  3.54098459e-03   4.34086163e-04   8.15714826e-04   7.98423716e-05
    1.25953672e-03   3.22883129e-01   6.57969236e-01   2.53186181e-06
    1.29739465e-02   4.10455141e-05]
 [  4.89898899e-04   1.05359068e-05   5.03084389e-04   2.57395936e-06
    2.44770461e-04   8.51638833e-05   9.97902751e-01   9.15741737e-07
    7.57708680e-04   2.57627767e-06]
 [  8.53898200e-06   2.98357890e-08   1.63495220e-04   7.13772437e-08
    3.44206383e-05   4.08159976e-05   9.99749482e-01   3.86567223e-08
    1.28179022e-06   1.73811179e-06]
 [  1.03363061e-04   2.43677816e-04   3.44083179e-04   1.58125651e-04
    8.62543508e-02   1.77641993e-03   2.58369837e-04   4.70906682e-03
    1.41675934e-01   7.64476597e-01]
 [  1.55263158e-04   9.89867926e-01   2.85817473e-03   1.28966931e-03
    5.31961268e-04   8.16167973e-04   2.30015561e-04   1.88914360e-03
    2.07560882e-03   2.86027847e-04]
 [  1.06106818e-05   5.00511703e-07   5.02120201e-06   8.34748062e-06
    9.93536234e-01   2.49385554e-03   5.19276800e-05   1.48337465e-04
    4.39235118e-05   3.70133133e-03]
 [  2.63537164e-03   3.04216461e-04   2.53546629e-02   5.40528595e-02
    1.62786746e-03   1.48580205e-02   1.21485873e-03   6.97726500e-04
    8.85995388e-01   1.32590225e-02]
 [  1.25622115e-04   9.87086296e-01   5.42561524e-04   2.05135648e-03
    4.78603877e-04   5.54086815e-04   1.78708375e-04   5.13658766e-03
    2.26449664e-03   1.58155279e-03]
 [  1.55941423e-04   5.71990327e-04   7.78657486e-05   3.74608848e-04
    2.64055934e-03   5.62267320e-04   5.86778333e-06   9.35793698e-01
    6.93895388e-04   5.91232702e-02]
 [  1.70368257e-05   3.21561783e-05   9.58144665e-05   8.45658185e-04
    2.41339840e-05   1.64736746e-04   8.60746968e-06   9.95211758e-06
    9.94498909e-01   4.30297805e-03]
 [  9.99351561e-01   6.07877624e-08   6.43666936e-05   3.21547377e-05
    5.04255240e-07   2.90636119e-04   1.44918158e-06   2.44491821e-05
    1.24675471e-05   2.22261369e-04]
 [  7.48679757e-01   2.81734800e-04   4.30935398e-02   8.17911420e-03
    9.18189343e-03   1.02401167e-01   1.19229257e-02   3.91461290e-02
    9.23159416e-04   3.61905061e-02]
 [  1.58280996e-03   4.66975936e-04   9.76599395e-01   1.42447129e-02
    6.32453812e-05   2.65747076e-04   6.69778697e-03   2.73089228e-07
    7.40747346e-05   4.95624136e-06]
 [  2.73332174e-04   1.61882796e-04   1.74462148e-05   1.68423085e-05
    2.65418494e-04   3.45328869e-03   5.76726677e-07   9.34609711e-01
    6.60837395e-04   6.05406724e-02]
 [  8.54615238e-04   1.70963131e-06   1.13668779e-04   3.40984872e-04
    1.48225185e-02   4.03858395e-03   1.13412912e-04   5.86233437e-02
    3.01572736e-02   8.90933931e-01]
 [  1.52493883e-02   1.23462128e-02   2.07086831e-01   2.19579181e-03
    7.62299809e-04   8.55220109e-03   2.53686514e-02   2.31637037e-03
    7.21539378e-01   4.58288100e-03]
 [  1.55513070e-03   1.30497167e-04   3.93239349e-01   5.95007181e-01
    1.65874910e-04   3.29029723e-03   2.19500755e-04   6.42236730e-04
    5.70258684e-03   4.73306391e-05]
 [  3.16396868e-03   7.25330610e-05   6.22659456e-03   7.85704877e-04
    2.65944451e-01   2.11501241e-01   5.26360385e-02   4.20734659e-03
    3.17245908e-02   4.23737437e-01]
 [  2.71428784e-04   1.15353371e-08   7.85350494e-06   2.26566931e-06
    3.69343150e-04   5.18973902e-05   1.09081192e-07   7.70585597e-01
    5.60156695e-06   2.28705838e-01]
 [  2.01304021e-04   7.19773863e-03   6.03497203e-04   8.65268707e-03
    8.17123684e-04   1.45745953e-03   9.67463347e-06   2.91015387e-01
    7.89508671e-02   6.11094356e-01]
 [  9.66841435e-06   1.26657071e-07   5.22114104e-04   1.75756938e-03
    1.14540606e-04   5.64460759e-04   2.80598783e-07   1.12323370e-02
    6.73193717e-04   9.85125661e-01]
 [  6.72497299e-06   2.36904907e-05   7.83609380e-07   1.31803579e-04
    2.44109091e-04   9.87676501e-01   2.29362904e-05   1.29497384e-05
    1.16324639e-02   2.48009776e-04]
 [  9.99900341e-01   2.17486118e-09   1.04260171e-05   8.31709144e-07
    5.75925405e-08   5.50196164e-05   3.16178048e-05   6.14231652e-08
    3.97179377e-07   1.35857431e-06]
 [  7.78818412e-06   6.87048669e-06   2.06827394e-06   7.49327533e-04
    1.00892829e-03   4.38994830e-05   4.04042027e-07   1.54993101e-03
    1.85892146e-04   9.96444881e-01]
 [  1.60796162e-06   2.39966971e-06   9.98260558e-01   1.59836782e-03
    4.09823224e-05   1.27635121e-06   2.21830251e-05   5.39457651e-05
    1.35810214e-05   5.26107715e-06]
 [  9.99478757e-01   1.42323497e-09   4.91047758e-05   1.18529704e-06
    2.81492984e-09   4.69179882e-04   9.62692752e-07   1.16615375e-07
    2.68677809e-07   5.24100756e-07]
 [  3.76950647e-03   5.30107809e-06   1.65192608e-03   3.17433805e-05
    3.15427594e-02   4.16636583e-04   1.82257872e-03   2.32762098e-02
    1.44009781e-03   9.36043262e-01]
 [  5.47537354e-07   8.04600950e-06   9.99319315e-01   2.80473614e-05
    1.19754070e-04   1.40544466e-06   5.15297346e-04   3.68849146e-06
    2.68645340e-06   1.22735730e-06]
 [  1.86237521e-04   4.33342575e-05   7.60624886e-01   1.65870949e-03
    1.17151835e-07   4.97466652e-04   3.30137169e-07   6.33289397e-04
    2.36348182e-01   7.40997712e-06]
 [  4.67491191e-04   7.03532342e-03   9.72554326e-01   8.55655130e-03
    1.61941338e-04   8.33879225e-04   3.98825709e-04   8.53788946e-03
    1.28473551e-03   1.69106570e-04]
 [  5.03973888e-06   1.34382327e-08   4.95001160e-08   5.29625104e-05
    6.29708529e-06   8.78442952e-05   2.91672264e-09   9.99031663e-01
    2.72937250e-05   7.88867183e-04]
 [  1.00388766e-04   9.90928829e-01   2.09920411e-03   5.20354835e-04
    2.37604007e-04   2.19547524e-04   8.61832523e-04   7.27073406e-04
    4.11709351e-03   1.87902522e-04]
 [  1.26533082e-03   1.11381605e-05   1.60901831e-03   6.90203797e-06
    9.61007416e-01   4.62642405e-03   4.84227529e-03   1.17896991e-02
    1.13049662e-03   1.37112383e-02]
 [  8.78561295e-08   4.41911396e-09   1.05977506e-06   9.80473851e-05
    1.31004274e-09   1.20530433e-06   1.81333594e-11   9.99878883e-01
    1.15577973e-06   1.95467055e-05]
 [  7.49671366e-04   1.64494530e-04   2.21119029e-03   2.28455625e-04
    4.97657515e-04   4.21789300e-04   1.26243464e-03   2.57110369e-05
    9.93622243e-01   8.16389103e-04]
 [  4.52502957e-03   9.97171854e-04   4.67885635e-04   2.54679966e-04
    2.61926005e-04   9.61050928e-01   6.52881281e-04   1.79979776e-04
    3.15184817e-02   9.09193332e-05]
 [  1.30213634e-03   9.49236810e-01   1.16921412e-02   5.76246018e-03
    2.26713507e-03   1.69029902e-03   4.24951082e-03   1.32980905e-02
    7.00055109e-03   3.50093329e-03]
 [  3.56811188e-06   9.76963577e-09   4.74783292e-07   4.23657326e-07
    9.98747945e-01   9.84113576e-05   1.40340417e-04   2.09942414e-06
    1.52311346e-04   8.54286132e-04]
 [  3.01319896e-03   8.79871070e-01   4.11277311e-03   2.37071654e-03
    7.03358906e-04   4.79198294e-03   1.07204895e-02   1.02220243e-03
    9.26409811e-02   7.53231521e-04]
 [  6.97895348e-01   1.00557704e-03   2.77398992e-02   1.53171159e-02
    6.60480512e-03   1.52831376e-01   8.80925823e-03   4.99370620e-02
    1.28131360e-02   2.70464271e-02]
 [  7.18166411e-05   9.76761341e-01   3.42462049e-03   2.27668788e-03
    2.33936604e-04   5.54393664e-05   5.04560267e-05   1.06718382e-02
    4.04195674e-03   2.41186214e-03]
 [  9.50278700e-05   5.83164743e-04   1.31996057e-03   6.95185736e-03
    5.39414104e-05   6.27644407e-03   1.04232327e-04   2.31518061e-04
    9.84163940e-01   2.19886570e-04]
 [  8.99969527e-05   9.97663498e-01   5.82290813e-04   2.31562721e-04
    4.33888126e-05   4.36305163e-05   9.98183023e-05   2.01750634e-04
    1.03438238e-03   9.71717691e-06]
 [  1.31779540e-04   2.07357448e-06   6.57434939e-05   1.59497504e-04
    1.56700917e-05   7.45561614e-04   9.82681883e-08   9.95117068e-01
    9.63331113e-05   3.66619718e-03]
 [  4.30742465e-02   2.19306335e-01   1.08319975e-01   3.88452739e-01
    1.42901449e-03   1.43801913e-01   8.44155401e-02   9.07125825e-04
    8.93028546e-03   1.36284262e-03]
 [  7.83866053e-05   5.62685635e-03   6.78685069e-01   3.11895877e-01
    8.04799242e-07   4.87620928e-05   7.77373316e-06   7.29217863e-05
    3.57386144e-03   9.69354642e-06]
 [  1.04237028e-04   5.38329878e-05   1.11087436e-04   8.06995318e-04
    9.05005455e-01   2.13112799e-03   3.85155116e-04   3.84542742e-04
    4.60378506e-04   9.05572250e-02]
 [  1.04249862e-04   4.52395907e-04   2.83967383e-05   2.64398492e-04
    1.85105249e-01   7.31208036e-03   3.65579413e-04   2.86558680e-02
    7.91262910e-02   6.98585510e-01]
 [  1.37322769e-02   9.33634564e-02   1.30534649e-03   6.03631651e-03
    7.80780858e-04   7.43211582e-02   6.92486297e-03   1.01772102e-03
    7.97730923e-01   4.78718849e-03]
 [  4.26019578e-05   2.31253216e-06   1.38621516e-07   3.90241742e-02
    3.75701256e-06   9.48002219e-01   1.20352425e-07   1.57936098e-04
    1.24997450e-02   2.66965770e-04]
 [  1.59111023e-05   9.49566901e-01   2.01273970e-02   9.51183308e-03
    3.28566093e-04   1.17970782e-03   1.33642083e-04   2.21471419e-03
    1.68358646e-02   8.53274105e-05]
 [  1.57541101e-04   9.97122843e-05   1.09977126e-02   2.23853294e-05
    9.72620308e-01   5.39374829e-04   6.18932629e-03   5.66588191e-04
    3.33840400e-03   5.46868378e-03]
 [  3.26908207e-07   3.22739907e-05   1.11027434e-03   3.08276787e-02
    3.98133634e-05   1.15851844e-02   4.42895216e-05   1.29377268e-05
    9.56328094e-01   1.91784147e-05]
 [  8.70235905e-04   3.36006920e-08   7.79459905e-03   5.36806323e-03
    3.07243790e-05   2.94140121e-03   4.59678326e-04   2.01696935e-06
    9.82453763e-01   7.94225562e-05]
 [  1.27899470e-02   1.58388488e-04   4.72060638e-03   1.16345763e-01
    5.90358904e-05   1.31642073e-01   1.69306644e-04   4.12984809e-05
    7.32205331e-01   1.86817243e-03]
 [  1.08661254e-06   1.58330926e-03   3.59314913e-03   1.51277825e-01
    6.28064954e-05   2.15205320e-04   4.96607186e-07   8.21948051e-01
    5.05039003e-03   1.62677150e-02]
 [  3.68322685e-06   6.20930805e-05   9.44532349e-06   2.51200399e-04
    2.25079898e-03   4.78120746e-05   1.27301053e-06   7.64262956e-03
    1.11797999e-03   9.88613009e-01]
 [  2.31932849e-03   5.52902493e-05   1.86832884e-04   5.19205969e-06
    7.93427389e-05   2.47303629e-04   9.96808112e-01   6.49450058e-08
    2.97614868e-04   8.45876684e-07]
 [  1.46152331e-06   3.80754409e-06   9.99297380e-01   6.89252396e-04
    1.41309375e-09   1.23475832e-06   6.22448397e-07   2.49267856e-07
    6.12653594e-06   1.25268951e-08]
 [  3.47172987e-04   2.95270026e-01   3.33605823e-03   5.38779020e-01
    1.52060492e-02   1.93686299e-02   4.48357954e-04   1.05985925e-02
    2.42876597e-02   9.23583210e-02]
 [  4.31548018e-04   9.83852983e-01   1.39075157e-03   6.92692236e-04
    4.56334616e-04   1.06183277e-03   3.57122277e-03   3.74315714e-04
    8.02428182e-03   1.44015692e-04]
 [  1.95942875e-02   2.86825571e-06   1.15617120e-04   1.93711254e-04
    6.79082610e-03   4.55800593e-02   6.66136621e-05   6.29537165e-01
    2.78081535e-03   2.95338124e-01]]
INFO:tensorflow:probabilities = [[  1.39180645e-06   3.98578450e-08   6.83323131e-04   1.21217367e-04
    2.96307285e-03   4.95937929e-05   1.57772718e-07   2.43825815e-03
    5.71064993e-05   9.93685782e-01]
 [  5.25992140e-02   2.12462783e-05   1.48704844e-02   1.68620871e-04
    1.63684090e-04   3.05832771e-04   2.00090203e-02   1.01382693e-05
    9.11761582e-01   9.00858140e-05]
 [  1.66192410e-06   5.51232695e-08   1.24454440e-04   2.67881308e-08
    1.29283362e-04   1.12973439e-05   9.99728858e-01   3.69994702e-08
    3.57284603e-06   6.79011691e-07]
 [  5.46341203e-03   1.53852727e-06   3.22738895e-03   2.92640849e-04
    8.71763623e-04   2.32552900e-03   9.65385258e-01   1.20461009e-04
    2.20332108e-02   2.78824446e-04]
 [  2.12727828e-05   7.82284951e-06   3.70103153e-05   5.56887651e-04
    5.95452124e-03   4.50966290e-05   4.33028572e-06   2.75104214e-03
    2.32579536e-03   9.88296211e-01]
 [  1.81716940e-04   5.95218618e-04   2.83878326e-04   1.96604509e-04
    3.18015218e-01   9.52926697e-04   4.66268859e-04   2.73797987e-03
    4.14102664e-03   6.72429144e-01]
 [  6.40272992e-06   1.01740916e-04   6.26671972e-05   9.01216466e-04
    7.51577863e-06   6.78371798e-05   1.45412269e-08   9.75693524e-01
    1.76751753e-04   2.29822267e-02]
 [  1.01389214e-02   8.98661464e-03   1.53453872e-01   2.58897375e-02
    1.13929706e-02   6.54529855e-02   6.94888890e-01   1.77246088e-03
    2.71617305e-02   8.61799985e-04]
 [  1.49126909e-05   2.15460942e-03   9.89720643e-01   6.28157146e-03
    4.50197831e-06   3.03980619e-06   8.01051501e-05   1.38219139e-05
    1.72608765e-03   6.57795567e-07]
 [  9.64894772e-01   1.03710960e-08   1.91203253e-05   1.19119737e-04
    3.88937806e-08   3.39783728e-02   1.98286034e-06   9.39759193e-04
    3.44966029e-05   1.23850086e-05]
 [  3.02496686e-04   3.02872122e-05   9.94123757e-01   2.39084172e-03
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    1.61465368e-06   3.88298709e-08   1.48898544e-05   1.34183423e-07
    6.65673215e-05   2.75503430e-06]
 [  2.53412759e-06   1.96392547e-09   4.06837216e-06   1.11938186e-06
    1.27890644e-07   9.98902082e-01   4.48598817e-04   5.70913816e-10
    6.41495863e-04   1.18834489e-08]
 [  5.27463797e-08   1.11766531e-04   9.98764634e-01   1.00020343e-03
    9.26043953e-08   1.42137893e-07   3.78913282e-05   1.33723958e-07
    8.51436853e-05   7.55674412e-10]
 [  3.27573653e-05   9.95524764e-01   4.43031109e-04   1.67920964e-03
    9.90203262e-05   6.39133068e-05   1.64280849e-04   7.47262500e-04
    1.21059758e-03   3.51208728e-05]
 [  2.16207656e-04   1.54358531e-05   3.06081711e-05   1.89320635e-04
    3.00282419e-01   6.49000466e-01   3.20650521e-04   2.05168016e-02
    1.45131648e-02   1.49149681e-02]
 [  1.21047815e-05   3.66912127e-06   5.23923190e-05   9.62576866e-01
    2.75581158e-07   2.52057449e-04   1.37896872e-09   9.95385647e-03
    7.69994222e-04   2.63788179e-02]
 [  2.62858637e-04   3.32587864e-03   4.08791704e-04   9.52948350e-03
    1.64202857e-03   9.60022330e-01   3.03832255e-03   2.22645776e-05
    2.09740847e-02   7.73850596e-04]
 [  9.07218146e-06   9.95248139e-01   3.59504856e-03   4.41311895e-05
    2.64881983e-05   4.68562212e-06   3.88644956e-04   4.82771829e-05
    6.30809809e-04   4.91351557e-06]
 [  1.24790125e-08   2.70615237e-05   9.99852419e-01   9.43511841e-05
    2.81036598e-08   4.29081922e-07   1.73046628e-05   2.95284303e-06
    5.36032530e-06   1.78777979e-10]
 [  8.23040773e-06   1.00271897e-07   3.93824195e-07   9.84284125e-05
    1.27600815e-05   9.46405271e-05   1.08348665e-07   9.98794317e-01
    4.25839717e-05   9.48310189e-04]]
INFO:tensorflow:global_step/sec: 153.523
INFO:tensorflow:loss = 0.168712, step = 10501
INFO:tensorflow:probabilities = [[  1.13833783e-04   6.04208144e-05   6.57099881e-04   1.71578780e-03
    3.85412477e-06   6.14074583e-04   6.51626615e-05   1.60430882e-05
    9.96727824e-01   2.58939235e-05]
 [  9.14576709e-01   4.92445793e-07   3.98277165e-03   1.73129179e-02
    3.05596473e-06   3.56978476e-02   2.30007758e-03   1.68706611e-05
    2.56691836e-02   4.40001400e-04]
 [  1.55294183e-04   4.33740437e-01   8.99842940e-04   4.57646511e-02
    2.08256632e-01   4.90034148e-02   3.13454680e-03   6.45870459e-04
    1.48293585e-01   1.10105611e-01]
 [  2.75073471e-05   1.14513476e-07   4.36669353e-07   2.72054865e-04
    8.86520047e-06   9.99387145e-01   1.11631016e-05   1.26533607e-07
    2.43777264e-04   4.88998921e-05]
 [  3.69475998e-07   1.00783814e-06   2.40971476e-05   1.36069848e-05
    9.91559684e-01   1.70194417e-05   1.93568718e-04   3.17490019e-04
    8.20693022e-05   7.79099157e-03]
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    2.92323804e-10   7.93317042e-04   3.46500674e-05   2.47300900e-08
    1.09639848e-06   6.57478116e-09]
 [  1.52158857e-04   4.56157577e-04   7.30338390e-04   1.30203480e-04
    2.74691219e-03   7.01002136e-04   9.94790316e-01   6.14510185e-08
    2.90546101e-04   2.25228155e-06]
 [  1.24334751e-04   6.55834447e-05   8.71412039e-01   1.94346253e-03
    1.23639479e-01   2.23656825e-04   3.73668649e-04   9.15371515e-07
    2.13556644e-03   8.12149156e-05]
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    3.11010263e-05   5.03150448e-02   8.59305510e-06   8.08463119e-06
    3.52918543e-03   1.66737838e-04]
 [  9.99534130e-01   5.00981423e-10   1.63571876e-05   1.17319644e-06
    1.33477741e-07   4.24795464e-04   1.40192533e-05   7.26207236e-06
    2.48328860e-07   1.89873856e-06]
 [  1.47661325e-04   9.92627561e-01   1.99294812e-03   4.61504824e-04
    4.51612053e-04   7.19571763e-05   1.22964644e-04   3.34819499e-03
    5.62635891e-04   2.12990504e-04]
 [  4.85293043e-04   9.84803200e-01   2.84802611e-03   2.28146184e-03
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    4.61974880e-03   5.45997871e-04]
 [  5.84119505e-07   6.04449735e-09   4.62094590e-07   1.50647256e-05
    1.70583958e-09   1.30377629e-08   2.36525036e-12   9.99951005e-01
    2.62298357e-07   3.26741138e-05]
 [  1.80442279e-04   2.47501041e-04   3.60817299e-03   9.89952743e-01
    1.11054460e-05   2.31679971e-03   6.69895526e-05   2.03916497e-05
    3.18486965e-03   4.10882145e-04]
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    4.87079797e-06   9.89793062e-01   4.25010148e-05   3.10840587e-05
    4.85443510e-03   1.82625390e-05]
 [  2.01680066e-07   5.22158052e-06   3.68754467e-04   4.83225494e-06
    1.40134839e-03   1.28158194e-04   9.97737408e-01   1.34877567e-07
    3.52199160e-04   1.74532647e-06]
 [  1.00751119e-02   4.19582761e-07   9.72194433e-01   6.76128257e-04
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    8.90535885e-04   9.16980662e-06]
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    1.69052878e-08   9.99574840e-01   9.02974939e-09   1.72972850e-05
    2.12762592e-04   3.70525086e-05]
 [  6.04741626e-06   3.52713215e-07   2.23915777e-06   3.37842357e-04
    1.60432719e-02   3.27648898e-03   8.54874827e-07   5.08609936e-02
    7.11707762e-05   9.29400682e-01]
 [  3.07571981e-03   3.46120119e-01   2.66853441e-02   4.03332571e-03
    7.08566373e-03   1.05621805e-02   5.83363533e-01   3.28401016e-04
    1.80154834e-02   7.30195316e-04]
 [  9.99721348e-01   4.85291665e-08   3.14801946e-05   4.03081540e-05
    1.77187136e-08   1.14823408e-04   7.31989494e-05   8.34428022e-07
    1.55031848e-05   2.65993708e-06]
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    2.20355108e-01   1.41325546e-03]
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    1.07158460e-02   5.27621669e-05]
 [  6.14447208e-06   3.52210094e-07   1.57699455e-04   1.02969129e-02
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    9.27079856e-01   1.95104610e-02]
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    1.20223121e-04   2.14212763e-04   6.02637767e-04   1.30501576e-03
    3.99470422e-03   2.43885792e-04]
 [  6.26183901e-05   9.10267234e-01   2.00183550e-03   2.39141937e-03
    3.32822674e-03   8.86476506e-03   1.50183123e-02   7.38047354e-04
    5.69448471e-02   3.82576545e-04]
 [  1.17916386e-06   7.12181389e-08   2.56590447e-05   4.45870137e-05
    9.13416098e-09   1.21454832e-06   1.68641975e-10   9.99867797e-01
    6.69174233e-06   5.28261771e-05]
 [  4.95345779e-02   1.95627217e-03   1.64482355e-01   1.84194788e-01
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    9.78511870e-02   2.02009693e-01]
 [  1.13277631e-04   2.59611370e-05   1.54373760e-04   9.23941314e-01
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 [  2.75445799e-03   1.03747647e-03   1.11266668e-03   8.98337781e-01
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    1.11690642e-04   9.82466340e-01]
 [  2.83847330e-04   2.99032568e-03   9.11108136e-01   4.40367386e-02
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    4.12180051e-02   1.09292669e-02]
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    7.85148768e-06   4.96565171e-08]
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    3.02031999e-08   1.50749518e-03   4.61986019e-07   7.17748526e-06
    9.91063356e-01   3.97891999e-05]
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    6.80700532e-06   5.57653124e-09]
 [  3.53458314e-03   1.67118549e-06   1.29206283e-05   1.29507426e-02
    1.91182462e-05   9.81985152e-01   2.15149426e-04   1.62166125e-05
    8.90561423e-05   1.17524585e-03]
 [  2.91387929e-04   9.82031941e-01   3.32420412e-03   1.84060587e-03
    3.34213182e-05   5.14110841e-04   6.33019372e-04   3.25018074e-04
    1.06248707e-02   3.81405989e-04]
 [  1.13351663e-04   3.71972465e-06   1.21064542e-03   9.96266425e-01
    2.32276602e-06   5.95219841e-04   1.77674303e-06   5.43530405e-06
    1.63991319e-03   1.61189091e-04]
 [  1.38807260e-02   1.67869835e-03   4.74726921e-03   6.03367873e-02
    1.44641090e-04   2.72493670e-03   7.53515167e-04   4.57848422e-04
    9.02601540e-01   1.26740187e-02]
 [  9.99636412e-01   7.09084791e-09   5.66316012e-05   8.98774761e-06
    7.37083070e-08   1.46393068e-04   3.33508183e-07   1.93755704e-06
    9.52699556e-05   5.41172594e-05]
 [  3.58270227e-05   1.39002232e-05   5.69097989e-04   6.39577047e-06
    9.95762825e-01   5.65498303e-05   2.24053138e-03   9.25834029e-05
    1.19928081e-04   1.10242539e-03]
 [  1.28125621e-05   9.94704783e-01   2.44477368e-03   2.96492508e-04
    3.10586969e-04   6.59177022e-06   6.74129406e-05   9.55370546e-04
    1.18421041e-03   1.69761533e-05]
 [  9.98582482e-01   1.37700282e-10   6.52225162e-06   7.60176681e-06
    3.60531223e-11   1.39973068e-03   1.25275722e-06   5.77402375e-07
    1.68105873e-06   1.67212804e-07]
 [  1.68918305e-05   9.88624334e-01   2.73365935e-04   2.87449639e-03
    1.94615022e-05   1.73812849e-04   4.21683435e-05   3.67971137e-03
    2.29729433e-03   1.99845526e-03]
 [  5.14252810e-04   4.27617897e-06   9.86906933e-04   2.57275697e-05
    8.35995078e-01   2.82092090e-03   1.46181196e-01   1.03399791e-02
    6.03170774e-04   2.52855453e-03]
 [  9.99840856e-01   1.20888327e-10   2.50135927e-05   2.64765447e-07
    2.38059492e-08   7.03050609e-05   3.89902016e-06   1.30493004e-06
    5.74386977e-05   8.43898022e-07]
 [  9.99874711e-01   2.29200303e-08   2.54826882e-05   3.38755831e-06
    4.02018031e-07   3.61595703e-05   5.16899963e-05   2.20454899e-06
    4.55489453e-06   1.54267934e-06]
 [  3.18104030e-05   2.90723324e-06   2.27481201e-02   6.63000625e-04
    1.76632557e-06   1.75131772e-05   5.75037440e-08   9.63105440e-01
    1.21712801e-05   1.34171303e-02]
 [  1.35035222e-07   5.01587579e-07   6.67556108e-08   3.40893871e-06
    8.96654844e-01   6.90182424e-05   3.10913856e-06   2.17043751e-04
    1.14057388e-04   1.02937751e-01]
 [  3.01726254e-06   1.01794876e-06   9.99762595e-01   1.10932117e-04
    3.33409702e-07   2.71655921e-07   7.60286866e-07   1.92043371e-05
    9.41801773e-05   7.78760204e-06]
 [  1.14709927e-07   5.70258908e-06   3.02805493e-05   6.17312442e-04
    6.73138516e-07   3.48270476e-07   6.88662016e-09   9.98523414e-01
    3.73713672e-04   4.48408246e-04]
 [  7.06054969e-03   1.66992763e-07   2.88624520e-04   4.58589011e-06
    4.99266264e-07   5.56767918e-05   2.71359681e-07   1.00442594e-04
    9.91228580e-01   1.26056501e-03]
 [  1.35166373e-03   5.55824481e-05   3.44445667e-04   3.51355178e-04
    3.95463258e-06   6.37998048e-04   4.29337251e-06   3.79386911e-04
    9.96533275e-01   3.37997451e-04]
 [  1.02973550e-04   9.97081697e-01   1.49565306e-03   4.06983658e-04
    1.86664984e-05   2.90487915e-05   1.89050043e-05   3.61808605e-04
    4.26529092e-04   5.79346088e-05]
 [  4.95963206e-04   3.00983153e-02   2.96175387e-03   9.58379090e-01
    2.04955977e-05   3.12587922e-03   2.09213074e-04   6.73108152e-05
    3.87541158e-03   7.66567595e-04]
 [  2.17252178e-04   9.78883207e-01   5.81786362e-03   3.01386113e-03
    1.05609791e-03   3.73726740e-04   5.72130608e-04   6.22402318e-03
    3.31419799e-03   5.27729222e-04]
 [  7.85512093e-05   6.93764960e-05   1.32955266e-02   9.46561527e-03
    6.90769637e-03   1.68531295e-03   1.31654084e-01   2.01871190e-02
    8.11788380e-01   4.86832252e-03]
 [  9.60995749e-06   1.28852753e-05   1.03096254e-05   7.14301568e-05
    8.76906812e-01   2.76471837e-04   4.69244515e-05   8.08652490e-04
    4.19423776e-03   1.17662527e-01]
 [  3.84549321e-06   3.60670994e-04   9.82052028e-01   1.66483149e-02
    2.96027429e-05   4.68692815e-05   4.75190085e-04   3.42278327e-05
    3.43129068e-04   6.07802576e-06]
 [  7.79163292e-06   1.41067667e-05   9.95429754e-01   3.76960170e-03
    3.16312887e-09   2.18225232e-05   3.02972103e-06   4.72569752e-08
    7.53746252e-04   1.66181149e-08]
 [  4.66656929e-04   9.74846661e-01   3.88606265e-03   3.90254630e-04
    2.75533786e-03   8.38792475e-04   1.88076647e-03   4.18930314e-04
    1.43830888e-02   1.33404159e-04]
 [  1.03766460e-03   1.26125713e-07   1.34487680e-04   2.83486406e-05
    3.17515945e-03   8.60992004e-05   1.03277807e-05   2.48031318e-03
    1.24166850e-02   9.80630815e-01]
 [  7.62701939e-06   3.97157483e-03   1.71512574e-01   1.66236348e-02
    4.99226371e-05   6.05045170e-05   5.01835257e-06   7.83287048e-01
    2.07011383e-02   3.78099014e-03]
 [  4.48187906e-03   3.12849295e-07   1.63094187e-03   2.63174957e-06
    9.59265590e-01   1.15036254e-03   1.54704852e-02   1.39276199e-02
    1.10978994e-03   2.96025141e-03]
 [  2.46265344e-03   2.96067356e-05   4.25768131e-03   2.93476181e-03
    1.00123920e-02   5.12733881e-04   8.19857232e-05   6.33818358e-02
    1.67018303e-03   9.14656162e-01]
 [  1.03903192e-04   1.28509828e-05   1.43299182e-03   3.86368157e-03
    7.54455253e-02   5.96580212e-04   9.71249683e-05   5.79863205e-04
    1.58224031e-02   9.02045071e-01]]
INFO:tensorflow:probabilities = [[  5.64280432e-03   7.21992052e-04   9.51139140e-04   2.27978919e-04
    2.37927819e-03   1.08634122e-03   9.88039434e-01   6.10605275e-05
    8.38886423e-04   5.10703139e-05]
 [  1.71748725e-05   4.63008050e-08   2.13480926e-05   1.35469927e-05
    9.94670689e-01   2.07902689e-04   2.59693799e-04   3.90746776e-04
    1.49396641e-04   4.26949048e-03]
 [  7.92039089e-07   5.31553451e-06   3.77083743e-05   2.56231397e-06
    1.25024172e-07   6.97038956e-07   4.31427588e-10   9.99002516e-01
    1.30445173e-04   8.19979934e-04]
 [  1.31410792e-01   2.11221073e-03   7.22798169e-01   2.84533366e-03
    4.85409703e-03   5.93859069e-02   6.99570179e-02   1.65790110e-03
    4.49418323e-03   4.84580873e-04]
 [  9.81346548e-01   1.93894806e-07   2.99326144e-04   2.30901976e-04
    6.50638185e-07   1.76928733e-02   1.63195087e-04   8.60010914e-06
    2.48828554e-04   8.64446247e-06]
 [  7.24404491e-03   6.16103571e-05   2.28634961e-02   5.68811819e-02
    9.07338108e-05   3.86224710e-03   7.69092352e-04   2.42574533e-05
    9.08068895e-01   1.34481365e-04]
 [  1.44084504e-06   1.09891453e-05   8.60111104e-05   3.45759290e-05
    9.93093014e-01   4.98431385e-04   2.72184145e-04   3.23675304e-05
    1.38982534e-04   5.83200436e-03]
 [  9.85158503e-01   2.19303431e-07   8.53010046e-04   5.57941897e-03
    1.01610340e-07   8.23487155e-03   4.62204480e-05   4.59098992e-05
    5.81596614e-05   2.34816034e-05]
 [  4.44114585e-06   2.37261280e-04   9.90970730e-05   9.97774899e-01
    6.15313620e-05   5.96815080e-04   1.28490137e-06   2.40256722e-05
    7.57609028e-04   4.43105208e-04]
 [  9.99558270e-01   2.16562457e-09   1.43092586e-06   8.03080184e-05
    5.90582916e-09   1.71726002e-04   7.60248895e-07   1.06528722e-04
    4.62026837e-05   3.47465721e-05]
 [  1.04266030e-04   2.37089153e-05   8.99332590e-05   8.09745543e-05
    1.58089381e-02   2.19184338e-04   1.07183614e-05   4.44601616e-03
    1.26938394e-03   9.77946818e-01]
 [  1.57003410e-06   8.69152128e-09   5.94810524e-04   9.98843908e-01
    5.08513232e-11   1.28065614e-04   5.28649780e-12   4.28781001e-04
    2.22611197e-06   4.79148582e-07]
 [  7.22849648e-03   2.96507552e-02   3.04728240e-01   1.64404362e-02
    2.22191699e-02   1.49208039e-01   1.45857595e-02   3.15441608e-01
    3.37977032e-03   1.37117803e-01]
 [  1.16013813e-04   1.99516780e-05   6.64295629e-04   1.00514684e-02
    4.67374548e-02   1.46407858e-02   4.09695524e-04   3.61643295e-04
    7.87913144e-01   1.39085501e-01]
 [  5.37510505e-06   2.29665443e-06   5.88027024e-06   3.82907165e-05
    2.03190949e-02   6.72602619e-05   6.68843427e-07   6.01050444e-04
    1.58991630e-03   9.77370203e-01]
 [  6.12002987e-05   1.73895472e-07   9.99738991e-01   6.76676573e-05
    1.03779660e-08   3.28781852e-07   2.03485570e-07   1.29642605e-04
    1.02990998e-06   5.43431895e-07]
 [  6.26782700e-03   5.85612701e-03   1.06666768e-02   3.49600613e-03
    6.12943619e-03   2.53935326e-02   9.38113689e-01   1.15404955e-05
    3.96431144e-03   1.00862329e-04]
 [  2.61418154e-05   1.71667168e-07   2.30717859e-07   2.64305156e-02
    1.98154098e-08   9.72598970e-01   1.10114478e-08   7.29370504e-06
    9.23945045e-04   1.26550231e-05]
 [  1.63246703e-04   2.21095234e-03   1.49352206e-02   4.20375448e-03
    7.44415229e-05   1.33828085e-04   8.39826127e-04   2.13597705e-05
    9.77200568e-01   2.16742046e-04]
 [  2.34723793e-05   9.75679905e-06   1.00341267e-05   9.16591845e-04
    1.03156417e-04   2.07385441e-04   1.68817096e-05   9.97317970e-01
    1.34425005e-04   1.26020925e-03]
 [  4.89649712e-04   2.64827704e-05   1.62648314e-04   1.09773164e-03
    4.21004079e-04   7.06968713e-04   2.07740013e-05   9.93447483e-01
    9.74132927e-05   3.52979242e-03]
 [  8.67766659e-08   1.62855065e-06   9.39409915e-07   9.76837873e-06
    9.82931169e-07   3.46207798e-07   2.48844545e-09   9.99912024e-01
    8.72845521e-06   6.55994663e-05]
 [  1.47335324e-03   2.25431621e-01   6.02581315e-02   2.22366415e-02
    3.94325167e-01   2.30008475e-02   5.68030365e-02   2.09783651e-02
    1.58848450e-01   3.66443098e-02]
 [  1.30636490e-05   1.08580998e-05   7.16885143e-06   4.31377062e-04
    7.17646908e-03   3.40014347e-04   1.17855404e-06   6.45376369e-03
    1.94434740e-03   9.83621776e-01]
 [  2.04347493e-03   4.52399081e-06   4.17956733e-04   2.66825169e-04
    7.56771333e-05   1.03993271e-03   7.29735575e-07   9.85633314e-01
    1.95399538e-04   1.03221992e-02]
 [  1.39288062e-07   4.73251612e-06   1.70178246e-05   1.07077540e-05
    9.95034695e-01   4.89345257e-05   1.04328159e-04   2.13561566e-06
    7.35523412e-04   4.04166989e-03]
 [  5.55689894e-07   2.48205447e-06   9.99801338e-01   1.76176662e-04
    4.70513006e-09   2.55182186e-07   4.59756748e-08   1.01994792e-05
    8.10860911e-06   9.56012400e-07]
 [  9.59541440e-01   2.51412416e-06   5.68046875e-04   3.56537849e-02
    9.33143838e-07   7.33585795e-04   3.03711626e-03   1.69608647e-05
    3.77885066e-04   6.78434008e-05]
 [  7.83655618e-04   1.39443882e-05   1.35318158e-04   3.85174120e-04
    1.26690017e-02   2.42175627e-02   5.68401720e-06   1.87213793e-02
    1.24384232e-01   8.18683982e-01]
 [  3.16241421e-05   9.31812525e-01   5.20612672e-03   1.16913086e-02
    3.02892784e-03   3.72214156e-04   1.42870471e-04   2.52612103e-02
    2.09835041e-02   1.46957417e-03]
 [  1.02035563e-04   3.70697933e-07   9.72478119e-06   1.47193250e-05
    3.90917093e-01   9.32509720e-05   2.39533510e-05   1.61104463e-02
    2.45063246e-04   5.92483342e-01]
 [  9.85947700e-05   2.44626949e-06   4.25347525e-06   9.27553046e-05
    3.21918596e-05   3.46774003e-04   6.62825599e-08   9.68913257e-01
    3.80704078e-05   3.04715391e-02]
 [  4.19366625e-05   4.17507035e-05   6.90036686e-05   1.08590728e-04
    9.95276570e-01   2.84944719e-04   2.21439317e-04   1.79137720e-03
    6.19791099e-04   1.54470559e-03]
 [  4.23632537e-06   4.28600015e-06   9.99847889e-01   2.59517783e-05
    1.92187736e-06   2.44897183e-06   6.64392792e-05   7.67105303e-06
    2.96010548e-05   9.56451368e-06]
 [  1.61515927e-04   6.10727147e-06   1.32377754e-04   9.25932080e-02
    1.07010324e-04   8.20365560e-04   3.08072322e-06   8.66026938e-01
    5.60270099e-04   3.95892039e-02]
 [  2.73431395e-03   4.68378943e-07   8.35785613e-06   2.30831847e-05
    1.47328376e-06   1.30980918e-02   2.04219077e-06   1.03205013e-04
    9.81869042e-01   2.15988304e-03]
 [  9.99750912e-01   9.84066606e-10   9.44399471e-06   6.38810343e-06
    5.50606728e-07   1.30403450e-05   1.97707177e-05   2.39217025e-05
    6.99915154e-06   1.68888480e-04]
 [  1.71695501e-04   6.28791400e-04   3.08023504e-04   2.06671236e-03
    4.89854813e-03   1.77935651e-03   1.56113983e-05   1.90575458e-02
    2.26618932e-03   9.68807518e-01]
 [  2.81799821e-05   9.95635450e-01   1.89198565e-03   5.28214499e-04
    1.16554409e-04   8.51427612e-05   9.21799729e-05   7.16849521e-04
    8.54850980e-04   5.07022996e-05]
 [  2.77707144e-03   2.45687406e-04   9.69442606e-01   1.39171630e-02
    7.82382415e-07   3.02551489e-05   1.47465093e-04   4.92360812e-07
    1.34383794e-02   4.34610641e-08]
 [  5.40378096e-05   2.43244003e-08   9.66932494e-05   1.59684433e-07
    8.60540422e-06   1.63975601e-05   9.99809444e-01   5.86496585e-09
    1.40153052e-05   5.47081243e-07]
 [  5.89627325e-06   2.60454635e-05   2.84551992e-04   2.01474031e-05
    1.36270275e-04   5.07887125e-05   9.99423265e-01   1.30021760e-07
    5.09040729e-05   2.08199754e-06]
 [  9.32778418e-01   1.27806959e-06   6.37283840e-04   9.90533154e-05
    1.06329262e-05   6.29563257e-02   2.52677104e-03   2.02817737e-05
    9.61801969e-04   8.08334244e-06]
 [  3.50817771e-07   2.17852312e-06   4.48095307e-06   9.45663633e-05
    2.10337433e-07   1.62206215e-05   4.24612373e-10   9.98651445e-01
    6.94057326e-06   1.22367300e-03]
 [  4.74754825e-06   1.10894163e-07   1.78543251e-05   2.08547164e-07
    1.73997207e-04   2.42210990e-05   9.99737680e-01   2.87974333e-09
    4.09456916e-05   1.43078054e-07]
 [  1.56033293e-05   7.88502730e-05   5.12403029e-04   1.05361699e-03
    7.84469903e-01   1.23533830e-02   2.60996027e-03   1.61016171e-04
    1.10449092e-02   1.87700331e-01]
 [  5.29621902e-04   7.20610423e-03   1.59140285e-02   1.04381926e-02
    6.72487855e-01   1.32046668e-02   1.95164829e-02   5.39226132e-03
    5.13521805e-02   2.03958586e-01]
 [  8.57711362e-04   9.02903266e-03   6.23823097e-03   1.22601807e-03
    4.90840117e-04   3.81730404e-03   1.16013382e-02   1.64641300e-04
    9.66338098e-01   2.36882566e-04]
 [  1.13116002e-05   9.97946084e-01   2.63724331e-04   3.35696910e-04
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    6.23877801e-04   3.83512827e-07]
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    1.87441874e-05   8.35393032e-04]
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    8.78945291e-01   1.86848186e-03]
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    4.57153888e-04   1.09996756e-04   9.98643100e-01   2.25264102e-06
    3.71857372e-04   4.74508997e-05]
 [  5.58508254e-05   2.80110980e-05   3.09696887e-04   9.67450382e-04
    8.19063000e-03   4.88362450e-04   2.54634178e-05   6.51685800e-03
    2.91061634e-03   9.80507135e-01]
 [  1.16353825e-04   2.71738274e-04   3.73806106e-03   9.92345035e-01
    7.25752261e-06   2.20712143e-04   5.66974768e-06   6.44511747e-05
    2.95153842e-03   2.79226952e-04]
 [  1.23177415e-08   1.27484611e-07   9.99992132e-01   8.94573930e-07
    4.29804103e-09   3.87176735e-09   9.00170846e-07   4.57784838e-10
    5.86413353e-06   7.38701184e-11]
 [  1.40689650e-07   4.57301030e-05   9.98127997e-01   8.99644365e-05
    8.33785574e-09   2.84458377e-08   5.66395420e-06   7.87989229e-09
    1.73039117e-03   7.32410355e-10]]
INFO:tensorflow:global_step/sec: 156.172
INFO:tensorflow:loss = 0.205805, step = 10601
INFO:tensorflow:probabilities = [[  7.23568974e-06   2.40847422e-03   7.55206775e-03   9.86623466e-01
    4.12066693e-05   3.08502029e-04   7.30607644e-06   2.18248490e-04
    2.45689647e-03   3.76674521e-04]
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    1.59431467e-04   1.62620179e-03]
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    5.96451981e-04   8.11769060e-05]
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    8.20429251e-02   7.64035821e-01   3.24563347e-02   1.08965356e-02
    4.40659523e-02   1.96681358e-02]
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    6.33859495e-03   2.74706818e-03   9.74730074e-01   5.57543477e-04
    2.58118403e-03   2.84721347e-04]
 [  4.95755998e-03   1.05747662e-03   2.56806961e-03   9.14903641e-01
    3.50755677e-02   2.39128117e-02   2.49670749e-03   3.34031392e-05
    8.71191174e-03   6.28287904e-03]
 [  3.38627643e-07   3.28744045e-06   1.00032103e-05   1.12158130e-04
    5.47230840e-02   1.59858100e-04   1.66522500e-06   6.18539844e-03
    6.05831854e-04   9.38198388e-01]
 [  7.04023041e-05   9.94384766e-01   5.65753726e-04   2.43551884e-04
    3.87948785e-05   6.75020783e-05   2.17998214e-03   6.45325563e-05
    2.36477819e-03   2.00011491e-05]
 [  9.99973893e-01   3.13262328e-12   1.54530323e-06   7.64614833e-06
    2.08248474e-10   7.06165201e-06   1.00156754e-08   1.44370620e-06
    1.12538521e-06   7.36653692e-06]
 [  9.96959448e-01   1.01684839e-06   5.84064284e-04   8.28082731e-04
    5.49494725e-05   4.23556994e-05   1.68848564e-04   2.17193679e-04
    1.44271587e-04   9.99744749e-04]
 [  4.30350454e-04   4.90088314e-06   4.13252448e-04   4.06244450e-04
    1.72355620e-04   5.16113010e-04   6.85869921e-08   7.23345935e-01
    4.04987857e-03   2.70660907e-01]
 [  3.95981551e-05   1.22958876e-09   2.16215895e-07   3.50312507e-06
    6.20199280e-05   3.71917326e-06   2.73330558e-09   9.87530231e-01
    5.19763125e-06   1.23555800e-02]
 [  5.31350406e-06   3.45214790e-09   7.94067091e-07   4.03525446e-05
    2.96862027e-06   9.98137236e-01   3.06728140e-07   2.08740084e-06
    1.80697592e-03   3.96459245e-06]
 [  3.16919643e-04   1.03021302e-04   1.03407947e-04   5.39968349e-03
    2.47356889e-04   1.87922386e-03   1.24463649e-03   2.32353341e-05
    9.78043675e-01   1.26389377e-02]
 [  3.44444197e-05   1.19070864e-04   1.80706382e-03   1.00297891e-02
    1.49774714e-03   2.34059466e-04   2.87106232e-04   2.30480844e-04
    9.44319665e-01   4.14405763e-02]
 [  8.48583877e-05   9.95203376e-01   1.34129368e-03   2.32688570e-03
    2.17617016e-05   4.19550597e-05   1.49839456e-04   5.71114106e-05
    7.38039380e-04   3.49868678e-05]
 [  8.88899012e-06   1.79626604e-05   2.18743604e-04   1.40449381e-04
    2.29487287e-05   1.54834361e-05   5.08320106e-08   9.91770625e-01
    9.22497711e-05   7.71258865e-03]
 [  9.64711368e-01   5.86673465e-09   4.23244710e-05   7.01773097e-04
    2.72481913e-07   1.47989544e-03   1.75068450e-07   2.56166272e-02
    2.36200358e-05   7.42409006e-03]
 [  1.16834017e-04   2.57969023e-05   4.41591226e-04   9.61837292e-01
    1.06108610e-05   7.77234323e-03   1.64267681e-06   1.67765291e-04
    1.64872743e-02   1.31389033e-02]
 [  9.60239053e-01   1.14901923e-05   2.71314086e-04   7.77825422e-04
    8.45448812e-05   2.31394079e-03   3.57479788e-02   5.36285370e-05
    3.00273765e-04   2.00066090e-04]
 [  9.92745578e-01   2.84504562e-08   2.08900915e-03   1.28719767e-04
    1.48001584e-06   9.85821476e-04   3.64223216e-03   9.40170594e-07
    3.61460989e-04   4.46516533e-05]
 [  2.35234410e-07   4.80003182e-05   3.25938978e-04   9.99203622e-01
    1.77909261e-08   2.64051137e-04   1.36577771e-08   6.46482050e-08
    1.57824077e-04   1.92208546e-07]
 [  3.41771170e-04   1.49752281e-03   5.48276724e-03   6.35563722e-03
    6.01911506e-06   2.58315646e-04   1.67040162e-05   1.76966059e-04
    9.85299945e-01   5.64326532e-04]
 [  1.22482932e-04   9.93074656e-01   2.97700666e-04   1.20682723e-03
    5.80860578e-05   1.04449071e-04   1.85626486e-04   1.49713224e-03
    3.22145782e-03   2.31501777e-04]
 [  4.75535626e-06   1.16521687e-06   6.43250314e-05   1.74487411e-06
    9.94226038e-01   1.18404450e-05   1.29179025e-04   7.03716651e-05
    1.05185018e-05   5.48011204e-03]
 [  2.33278627e-07   5.85768944e-08   6.76678269e-07   3.48630715e-06
    4.91637820e-06   2.84738035e-05   7.70061490e-07   1.39483660e-07
    9.99468029e-01   4.93231986e-04]
 [  9.96591568e-01   6.89862834e-10   7.38491099e-06   5.31626691e-04
    2.44220755e-11   2.84275133e-03   7.49299556e-09   1.89738093e-05
    5.47362151e-06   2.25367808e-06]
 [  9.97160316e-01   4.72045625e-10   2.88928572e-06   1.01313408e-05
    3.21453558e-11   2.82228179e-03   3.54357006e-08   3.29644399e-06
    2.17499945e-07   9.68044219e-07]
 [  1.47575028e-02   3.45532112e-06   2.06474885e-02   8.98218605e-06
    5.61512017e-04   2.71970464e-04   9.62680459e-01   8.55196049e-06
    1.11053005e-05   1.04888238e-03]
 [  1.74332271e-07   1.28216998e-04   1.79291097e-03   9.96899486e-01
    6.24868392e-07   6.98152944e-05   1.41599328e-08   6.45132212e-04
    1.40940407e-04   3.22779815e-04]
 [  1.91119628e-03   1.56215280e-02   9.70195886e-03   1.30924059e-03
    1.09196291e-03   2.60270927e-02   9.37539876e-01   1.11841673e-05
    6.74793031e-03   3.80173333e-05]
 [  1.02409631e-05   9.36515062e-06   9.99498367e-01   1.17033967e-04
    6.59165453e-05   4.58497368e-07   2.85231683e-04   2.67195537e-06
    4.48752962e-06   6.25133953e-06]
 [  5.10489219e-04   9.43184316e-01   7.61407707e-03   5.75386407e-03
    3.69395711e-05   2.16163917e-05   3.11969670e-05   1.77254919e-02
    2.20199879e-02   3.10216891e-03]
 [  9.96480405e-01   2.00010142e-08   3.13097471e-03   1.89917068e-06
    6.74229073e-09   1.32130575e-04   1.67656850e-04   8.88137848e-08
    8.60109067e-05   9.18772173e-07]
 [  4.17723379e-04   5.64330003e-05   1.06006621e-04   1.96227059e-02
    1.55000031e-04   9.76407528e-01   2.12004362e-03   9.64325372e-05
    5.47733798e-04   4.70410538e-04]
 [  3.15967627e-04   1.00133987e-03   9.87309635e-01   3.74357542e-03
    6.19257298e-06   3.81996506e-04   4.89040627e-04   2.47189938e-03
    4.27462440e-03   5.72918816e-06]
 [  9.63716745e-01   3.23582732e-04   2.59642047e-03   1.22593241e-02
    3.41564737e-05   7.71200610e-03   3.80720274e-04   2.26229290e-03
    5.46007371e-03   5.25471382e-03]
 [  1.40073802e-03   8.14406434e-04   1.89288449e-03   4.23260741e-02
    1.22958911e-03   1.27326529e-02   6.62129838e-04   2.11539911e-04
    9.33857024e-01   4.87304805e-03]
 [  2.05890811e-03   1.73653021e-01   3.20383743e-03   7.30026001e-03
    2.92998599e-03   8.60875659e-03   7.57375181e-01   8.57375780e-05
    4.40751016e-02   7.09221000e-04]
 [  3.64560435e-07   4.80195877e-06   2.62326386e-04   9.99461353e-01
    1.39360257e-09   1.90677849e-04   7.59852625e-09   1.57727982e-06
    7.24902347e-05   6.58793806e-06]
 [  6.29135513e-07   2.42238389e-08   7.96448330e-06   9.99574840e-01
    3.21869220e-09   1.96893350e-04   8.47286130e-10   1.27144077e-07
    2.17542998e-04   2.05958099e-06]
 [  2.55851541e-03   1.01932175e-01   2.72664949e-02   2.77650859e-02
    1.54106496e-02   7.49611616e-01   8.68396182e-03   1.75967650e-03
    6.40800521e-02   9.31754708e-04]
 [  4.31543798e-04   2.46832743e-01   2.31523126e-01   5.20776570e-01
    7.89559181e-07   1.19180208e-04   2.17582747e-05   9.96861563e-05
    1.79141018e-04   1.53763558e-05]
 [  9.99981880e-01   1.92092883e-10   1.04056198e-05   2.43551455e-07
    1.78069137e-09   1.95380085e-06   1.31947814e-07   1.74387924e-06
    6.04483432e-07   3.13089549e-06]
 [  4.25869439e-05   9.72957196e-07   7.90375543e-06   2.80236236e-05
    8.20293664e-08   5.42787093e-05   3.96447959e-08   9.99834299e-01
    5.86814122e-06   2.59345779e-05]
 [  1.13189325e-03   1.71682172e-04   1.44409537e-01   7.64616299e-03
    4.03729828e-05   4.63013508e-04   2.82818044e-04   4.80939661e-06
    8.45559239e-01   2.90487224e-04]
 [  4.09364526e-04   7.92348757e-04   5.24997449e-05   4.58440091e-03
    2.25663736e-01   5.17136976e-03   4.60546507e-05   1.78410467e-02
    5.89688425e-04   7.44849503e-01]
 [  1.17192112e-05   6.87275024e-05   1.18269527e-03   5.53284463e-06
    9.86658968e-03   7.31125474e-05   9.88665819e-01   4.94189544e-06
    9.22602630e-05   2.85282586e-05]
 [  5.66289998e-07   5.35072537e-08   1.57417077e-07   9.36202156e-08
    9.99158859e-01   3.24485620e-04   1.43747049e-04   1.18003427e-05
    1.23419872e-04   2.36885156e-04]
 [  4.10865232e-06   1.21286605e-04   2.86863418e-03   3.42323416e-04
    1.80334639e-04   1.46859640e-03   2.72397324e-02   2.67919199e-06
    9.67726648e-01   4.56844464e-05]
 [  3.50392167e-03   9.59545553e-01   1.86794754e-02   2.71693547e-03
    1.74646164e-04   9.83458885e-05   1.33054575e-03   2.72053014e-03
    1.11595737e-02   7.04177510e-05]
 [  1.86662601e-05   9.97546494e-01   3.79627978e-04   1.22061429e-04
    8.92746248e-05   1.33013536e-05   1.03226303e-04   2.02984054e-04
    1.45565416e-03   6.86898056e-05]
 [  5.53193615e-07   9.81550329e-07   2.50835747e-05   1.77791844e-05
    9.93307412e-01   1.04005858e-05   1.52507040e-04   2.56617088e-04
    1.47695799e-04   6.08103815e-03]
 [  1.06677271e-05   4.53404100e-05   1.14953378e-03   6.32334908e-04
    1.76442882e-05   2.12587227e-04   1.34964313e-04   6.80514586e-06
    9.97785568e-01   4.48762194e-06]
 [  1.84856018e-03   2.21095706e-05   3.68709560e-04   6.12591207e-03
    1.26318673e-05   9.88507628e-01   7.47082377e-05   5.88191557e-04
    2.16121157e-03   2.90484750e-04]
 [  8.99408385e-03   4.49104421e-02   5.89413708e-03   6.46402359e-01
    9.34081501e-04   2.48971686e-01   7.42018735e-03   2.50210962e-03
    2.82224864e-02   5.74831106e-03]
 [  6.28093330e-05   8.07151082e-07   4.63301476e-05   8.48143973e-05
    1.87592637e-02   4.11895802e-04   1.10896190e-06   3.93011793e-03
    8.98776780e-05   9.76612926e-01]
 [  9.99682665e-01   7.15547482e-11   5.33093271e-07   6.85253181e-05
    6.72372247e-09   2.33196479e-04   2.10481332e-07   6.10941242e-06
    2.71815725e-06   6.10993720e-06]
 [  2.97117367e-05   3.07961564e-05   3.75902606e-03   2.16319168e-05
    3.03262442e-01   3.41903215e-04   6.91750228e-01   1.15403607e-04
    4.53331682e-04   2.35569561e-04]
 [  6.57780915e-02   7.17483563e-05   1.29275054e-01   1.53229793e-03
    9.23386682e-03   1.67909324e-01   5.14076650e-01   1.57006107e-05
    1.08725347e-01   3.38190747e-03]
 [  1.72731416e-06   5.44855254e-07   3.66666973e-06   1.30710338e-04
    2.91336988e-07   3.01845248e-05   2.61703381e-10   9.98596251e-01
    4.83501663e-06   1.23170298e-03]
 [  7.14410620e-04   4.39758040e-03   8.55578482e-01   3.32070962e-02
    1.07545316e-06   1.48987304e-03   1.39555812e-06   8.57027173e-02
    1.75284799e-02   1.37880107e-03]
 [  6.81645872e-07   7.45962865e-08   2.43079296e-04   1.14515547e-06
    9.74170327e-01   1.04417713e-05   2.54206397e-02   1.94106287e-05
    1.11045330e-04   2.31475533e-05]
 [  5.37626984e-05   9.87472534e-01   1.91608525e-03   5.21539384e-03
    4.08422900e-04   1.49103042e-04   4.38225630e-04   9.98308533e-04
    3.00372578e-03   3.44205822e-04]
 [  4.41548254e-05   7.04171669e-07   6.27103844e-04   5.87863894e-07
    6.49752328e-05   1.09602683e-04   9.99107659e-01   1.03632317e-07
    4.39929208e-05   1.01418414e-06]
 [  3.30891530e-03   9.06842425e-02   1.93259902e-02   4.05552518e-03
    2.21084915e-02   8.06556363e-03   7.17074037e-01   2.94830854e-04
    1.23603612e-01   1.14787603e-02]
 [  3.05842441e-02   1.57800514e-05   2.44588801e-03   5.89610499e-05
    1.35922455e-05   3.20547214e-03   7.47197986e-01   1.40092777e-06
    2.16473073e-01   3.56901842e-06]
 [  9.99996901e-01   3.04353092e-12   1.22273889e-06   2.77150001e-08
    7.16684199e-13   1.66251709e-06   5.78061119e-08   1.08121077e-08
    2.45249311e-07   3.10890202e-09]
 [  4.95710457e-03   8.81099113e-05   2.45066825e-03   6.81547999e-01
    5.74871316e-04   7.04428041e-03   3.28386144e-04   5.80312160e-04
    1.82934344e-01   1.19493820e-01]
 [  9.99533892e-01   2.44716025e-09   8.73892350e-05   5.89561860e-05
    9.44280298e-09   1.56911687e-04   6.81195843e-07   1.51551925e-04
    1.82295719e-06   8.78840456e-06]
 [  6.15336758e-05   9.13198255e-06   4.07538710e-06   4.69748229e-05
    9.90410089e-01   8.09523684e-04   7.27866654e-06   1.80262513e-03
    8.46531912e-05   6.76398166e-03]
 [  2.91287375e-04   9.75778997e-01   5.48777310e-03   5.83926099e-04
    8.84168036e-03   1.48942403e-04   2.94211693e-03   2.40310584e-03
    3.17083718e-03   3.51491006e-04]
 [  5.77613810e-06   3.13179726e-06   3.70416558e-07   2.45387456e-03
    6.77460799e-09   9.96775091e-01   4.05485112e-09   9.06147307e-06
    7.50374049e-04   2.39084898e-06]
 [  2.48620336e-06   2.96892045e-04   3.05106514e-03   9.75446999e-01
    9.82963599e-10   3.06313770e-04   4.97829222e-10   2.08171643e-02
    2.56958647e-05   5.34031024e-05]
 [  5.54347207e-05   5.68038695e-06   1.11084391e-05   2.67766765e-04
    1.14387888e-06   9.98523891e-01   6.89613080e-06   2.13370117e-06
    1.09422288e-03   3.16354635e-05]
 [  1.26752042e-07   2.15109064e-09   1.67973394e-06   3.33878347e-07
    9.99340117e-01   1.14158738e-05   8.94824916e-05   1.71486431e-06
    5.61618344e-06   5.49602672e-04]
 [  8.66936753e-05   9.93373752e-01   1.08791504e-03   2.04622257e-03
    1.91571118e-04   2.41315560e-04   1.39044103e-04   6.86443644e-04
    2.01518089e-03   1.31860666e-04]
 [  9.94505227e-01   2.83734389e-05   7.51103566e-04   4.38011688e-04
    5.19816931e-05   2.42889114e-03   1.13214261e-03   1.39048489e-05
    5.70940785e-04   7.92987630e-05]]
INFO:tensorflow:probabilities = [[  1.78728253e-04   1.89480619e-04   1.15954541e-01   4.34578338e-04
    1.99529137e-02   1.53741959e-04   8.58850658e-01   7.75936060e-04
    3.37957009e-03   1.29872293e-04]
 [  6.61075488e-02   2.77933897e-04   2.22668126e-01   6.33746013e-02
    7.79908197e-03   9.20497254e-03   9.48248140e-04   5.90748666e-03
    3.55813414e-01   2.67898589e-01]
 [  7.26104714e-04   1.00480427e-03   1.67630613e-03   3.54227722e-02
    1.85684970e-04   9.31174278e-01   1.66342035e-02   5.00344686e-05
    1.23571893e-02   7.68722210e-04]
 [  6.25951952e-06   8.37391053e-06   1.00788056e-04   9.96147990e-01
    2.21851391e-08   3.71709326e-03   1.36669576e-06   2.78111315e-07
    1.78320879e-05   2.59458641e-08]
 [  1.27420397e-04   1.24946027e-05   6.78784563e-05   7.29787648e-01
    1.02867375e-06   2.68348962e-01   1.42400495e-06   2.72227089e-06
    1.47980975e-03   1.70750282e-04]
 [  5.33252489e-04   9.90991592e-01   2.11768271e-03   9.56714386e-04
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    9.47957869e-06   5.08292404e-04   7.21602404e-08   6.71555654e-06
    1.72408094e-04   4.03047015e-04]
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    2.59805888e-09   9.65520303e-06   1.67393495e-07   1.29409791e-05
    8.13204679e-06   4.17969801e-07]
 [  1.93926782e-04   1.79020409e-03   9.76006269e-01   1.96720976e-02
    1.42139879e-06   2.16715125e-04   1.63952263e-05   6.17484329e-04
    1.46955636e-03   1.59667070e-05]
 [  5.44701470e-05   9.37049091e-01   5.96341379e-02   1.48728886e-03
    2.24239498e-04   3.59922211e-04   6.38408237e-04   8.22911752e-05
    4.62171505e-04   8.02975046e-06]
 [  1.30444041e-05   1.78055757e-07   1.64241319e-05   3.16776845e-06
    4.87194143e-07   5.60692160e-06   9.49684420e-09   9.99644399e-01
    3.37537926e-06   3.13240394e-04]
 [  7.03145315e-06   6.19201455e-05   9.98821795e-01   7.69171806e-04
    7.75123056e-07   1.29033033e-05   1.05559629e-05   4.10751090e-05
    2.74077931e-04   5.53133020e-07]
 [  4.60061361e-04   1.04144710e-05   4.92280349e-04   2.34365056e-04
    9.60017860e-01   1.21741844e-02   1.87394805e-02   3.68267465e-05
    6.37136167e-03   1.46316830e-03]
 [  1.33156245e-05   4.05316563e-08   4.56766111e-06   2.65776878e-04
    1.15788430e-06   9.99628663e-01   3.65266214e-06   1.02901258e-05
    7.01145327e-05   2.50024755e-06]
 [  1.88049007e-08   4.93565260e-08   9.96803919e-06   7.45849604e-07
    9.99368846e-01   3.09306824e-06   3.02764620e-05   5.17805493e-05
    1.21640433e-05   5.22992981e-04]
 [  6.16313666e-02   1.07262131e-05   8.73374520e-05   3.37512203e-04
    9.65975318e-03   7.44441897e-02   6.14156525e-05   8.44598234e-01
    9.29333153e-04   8.24022572e-03]
 [  4.65885278e-05   2.20528309e-05   3.36427979e-06   3.49520815e-05
    9.86759126e-01   1.53266976e-03   8.26983960e-05   3.08140385e-04
    4.80400449e-05   1.11624906e-02]
 [  9.99464095e-01   4.41361054e-12   6.56969519e-07   8.50003019e-08
    2.99013314e-11   5.12034749e-04   2.24375653e-05   6.75524303e-10
    6.19816433e-07   8.02082081e-11]
 [  4.56488598e-03   1.72998843e-04   1.97165068e-02   2.25461042e-03
    7.62303695e-02   4.43909410e-03   8.90604198e-01   1.93121174e-04
    1.40720178e-04   1.68352551e-03]
 [  2.98201462e-06   4.75084526e-05   9.97704685e-01   1.31449068e-03
    6.10650375e-09   3.44252180e-06   1.89828143e-07   3.62536838e-07
    9.26312990e-04   2.23262586e-09]
 [  7.57449743e-06   9.94134247e-01   4.67513630e-04   1.75470917e-03
    3.95247538e-04   6.36667362e-04   1.05775439e-03   1.70119369e-04
    1.22949283e-03   1.46872233e-04]]
INFO:tensorflow:global_step/sec: 156.852
INFO:tensorflow:loss = 0.193592, step = 10701
INFO:tensorflow:probabilities = [[  3.16107452e-01   1.39784962e-01   4.47064564e-02   2.74509192e-02
    3.76623031e-03   2.17753574e-02   3.53789091e-01   1.16380432e-03
    8.61830339e-02   5.27268322e-03]
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    8.90442636e-04   3.11848533e-04   4.50349617e-04   2.74447091e-02
    3.42999259e-03   1.04990206e-03]
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    1.36406010e-03   9.61753368e-01   2.56812637e-04   4.40057192e-04
    5.29837271e-04   8.52631591e-03]
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    9.92542386e-01   2.36349952e-04   6.70387235e-05   7.29108928e-04
    4.02547390e-04   5.98815130e-03]
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    2.56207854e-01   2.64669047e-03   1.25906465e-03   1.64953694e-02
    1.38253188e-02   6.92986429e-01]
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    1.50931128e-05   1.91536194e-04   1.34554239e-06   1.37669849e-06
    9.99264657e-01   4.74893517e-04]
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    7.81429553e-05   2.46475724e-06]
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    3.37635684e-05   1.57253961e-08]
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    5.91404205e-06   6.97733867e-07]
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    1.03552347e-05   1.22473383e-08]
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    1.47342011e-02   9.59002852e-01]
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    1.98272592e-03   6.31425704e-04]
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    5.04566648e-04   7.10146734e-03]
 [  2.43626400e-05   3.76517448e-07   9.96144772e-01   3.77529277e-03
    4.28395168e-07   1.93413985e-06   4.44173893e-05   2.52743035e-07
    8.17364071e-06   3.07634558e-08]
 [  5.25433934e-05   1.56396267e-03   9.90627766e-01   5.03187114e-03
    1.30652197e-07   2.14311920e-04   7.53549248e-05   3.31787021e-07
    2.43366789e-03   2.90413804e-09]
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    3.71858516e-10   1.28454587e-07   2.41428637e-07   4.28085997e-07
    2.06684081e-06   8.22984680e-10]
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    5.96137579e-05   4.87515445e-06]
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    1.10445637e-03   9.48560846e-05]
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    2.01942094e-05   8.95010487e-07]
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    2.11356543e-02   9.01537955e-01]
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 [  1.93822160e-01   2.37908916e-05   1.60978234e-04   2.34005256e-05
    3.29970098e-05   7.90429473e-01   2.77659390e-04   1.54022663e-03
    1.35662025e-02   1.23107602e-04]
 [  9.89614893e-03   1.49410986e-03   1.59901064e-02   9.52574657e-04
    7.94915576e-03   8.28156620e-03   9.54838455e-01   1.35008358e-05
    5.52101294e-04   3.23381173e-05]
 [  1.12804482e-05   1.32424304e-06   6.58445003e-07   1.35108785e-04
    4.45071782e-05   2.98209139e-04   2.33719035e-08   9.95907903e-01
    2.47060598e-05   3.57627496e-03]
 [  3.47191613e-04   3.40849604e-03   3.83254397e-03   1.47626111e-02
    1.04587634e-04   3.98368749e-04   4.44794841e-06   9.64500368e-01
    5.30462759e-03   7.33680697e-03]
 [  1.14544935e-04   1.48487184e-03   1.15328445e-03   1.26173065e-04
    8.40372464e-04   8.18840985e-04   9.93776321e-01   2.70029977e-06
    1.64282927e-03   4.00125500e-05]
 [  4.95300395e-04   7.46489241e-05   4.98363189e-03   3.94894480e-04
    8.36084247e-01   1.58076023e-03   2.09408827e-04   5.22047095e-02
    1.59964911e-04   1.03812471e-01]
 [  2.70865644e-06   4.59507544e-04   9.92300749e-01   5.43292193e-03
    1.73241915e-06   4.77081885e-05   3.96250252e-05   1.68464007e-03
    2.97345432e-05   8.52853134e-07]
 [  1.52244174e-04   5.85719291e-03   9.80066299e-01   9.61132906e-03
    1.17507379e-03   2.23759678e-04   6.52071787e-04   1.03731011e-03
    1.02553458e-03   1.99065922e-04]
 [  1.15631527e-04   9.40809457e-07   1.48650433e-05   1.64839112e-05
    2.54465938e-02   2.39985911e-05   1.08685399e-05   2.05474775e-02
    1.63467528e-04   9.53659654e-01]
 [  5.38232453e-05   4.98722401e-03   5.67282550e-04   6.72285557e-02
    7.66103971e-04   7.13429530e-04   4.54936207e-06   7.72422016e-01
    8.39478220e-04   1.52417496e-01]
 [  3.04293633e-03   1.09072740e-03   6.77668676e-02   2.13948209e-02
    1.11150667e-02   1.86264381e-01   4.09618527e-01   1.57246555e-04
    2.97847420e-01   1.70198723e-03]
 [  1.86642792e-04   1.96333509e-04   1.34641232e-04   4.44299978e-04
    8.54289830e-02   4.81399649e-04   2.25106796e-05   7.49155656e-02
    1.99006125e-03   8.36199522e-01]
 [  4.34772858e-08   1.18718511e-07   3.67605736e-07   2.38159009e-05
    1.68910699e-08   1.03514360e-07   1.53466432e-12   9.99942541e-01
    9.37783966e-08   3.28789210e-05]
 [  9.25806889e-05   3.76095850e-05   2.27627088e-03   5.20152214e-04
    9.35063601e-01   5.15381526e-03   2.04414548e-03   9.42322717e-04
    2.22423044e-03   5.16452231e-02]
 [  7.13966365e-05   3.11314725e-05   6.24414883e-04   9.53120291e-01
    2.30351070e-05   1.29884584e-02   2.59810946e-07   2.79706344e-03
    5.84979355e-03   2.44941954e-02]
 [  1.77375805e-05   1.28373557e-07   2.76676064e-06   2.19291658e-04
    3.22875167e-07   6.26670881e-05   1.05701481e-09   9.97587323e-01
    8.79569870e-06   2.10099295e-03]
 [  3.34948039e-04   8.92222226e-01   4.41458978e-04   1.69289135e-03
    6.28952216e-03   9.37516894e-03   2.46869004e-03   2.85748998e-03
    8.05817321e-02   3.73579422e-03]
 [  2.97080056e-04   9.82758820e-01   6.08913647e-03   3.62585555e-03
    8.78812862e-05   2.96664133e-04   3.39122233e-03   2.39912348e-04
    3.20790452e-03   5.66368089e-06]
 [  1.45948929e-04   9.78843451e-01   3.65605042e-03   1.82474463e-03
    1.80614996e-04   2.44282965e-05   6.05008798e-04   3.01138591e-03
    1.13824280e-02   3.25975387e-04]
 [  9.30605456e-04   3.59005947e-03   2.52889190e-02   6.10366769e-05
    6.96773259e-06   3.67028610e-04   9.69439566e-01   2.35494042e-07
    3.15634330e-04   3.00023011e-08]
 [  5.46108913e-06   6.07405127e-06   8.28527845e-04   1.48240395e-03
    2.90131129e-06   9.16639328e-06   5.48915935e-08   9.96522665e-01
    2.09832651e-05   1.12173602e-03]
 [  9.99561369e-01   2.64150013e-09   1.33554104e-05   9.92602509e-06
    1.80124431e-08   3.86508007e-04   2.72951256e-05   5.58052982e-08
    1.60510797e-06   5.45554251e-08]
 [  9.92890120e-01   2.03646096e-07   9.42606930e-05   6.94619666e-04
    1.23191558e-06   3.66452220e-03   1.34244124e-06   1.00613513e-03
    2.11642677e-04   1.43597287e-03]
 [  4.16149887e-05   1.24912267e-03   5.33950515e-02   6.51885927e-01
    2.00622994e-03   3.89330485e-03   1.94581044e-05   8.30609500e-02
    7.45909438e-02   1.29857466e-01]
 [  9.57418069e-06   3.77667098e-09   3.34887009e-05   2.98820305e-05
    4.73295671e-07   1.95875491e-05   1.96618579e-08   1.12110094e-07
    9.99873877e-01   3.29773102e-05]
 [  2.05078904e-05   4.75768928e-07   5.35814615e-06   1.67400576e-04
    6.09760355e-05   2.89284741e-04   3.19126730e-06   9.94795859e-01
    1.07912711e-04   4.54902882e-03]
 [  1.86540978e-03   3.39922990e-05   2.64255400e-03   6.91136665e-05
    1.75436260e-04   8.25831259e-04   9.93850231e-01   5.71607097e-06
    5.19976194e-04   1.17456420e-05]
 [  1.58845025e-04   5.80849246e-06   4.83351650e-05   1.84658040e-06
    3.17697049e-05   3.70369271e-05   9.99640584e-01   7.86696130e-09
    7.56394656e-05   7.68641399e-08]
 [  5.35610914e-02   1.14998831e-04   3.64528149e-02   6.99322845e-05
    7.68717332e-03   3.74871232e-02   6.55044336e-03   7.32962117e-02
    4.59430933e-01   3.25349241e-01]
 [  5.47132868e-06   9.81253123e-08   8.29138935e-06   5.42895918e-07
    9.98933971e-01   1.03321336e-05   2.34419695e-05   4.26052793e-05
    5.30131183e-05   9.22214065e-04]
 [  9.66253698e-01   5.10296695e-06   1.06175039e-02   4.93213162e-03
    9.78549110e-07   9.70433280e-03   8.17011856e-03   8.39454806e-05
    2.28339864e-04   3.75487002e-06]
 [  9.94106054e-01   5.38616575e-07   1.65496091e-03   1.52228298e-04
    4.43616700e-05   5.46490657e-04   3.27483541e-03   7.60435432e-06
    1.69631283e-04   4.33301902e-05]
 [  9.95652914e-01   2.98520817e-08   2.92413188e-06   2.04910501e-03
    5.87560001e-09   2.01183883e-03   2.32469599e-08   2.67061932e-05
    1.40070833e-05   2.42479422e-04]
 [  6.72436960e-04   1.35647451e-05   9.91557717e-01   2.38628313e-03
    1.18205818e-08   1.95238375e-04   4.19068982e-07   2.92550219e-04
    4.84395726e-03   3.76896969e-05]
 [  5.95823920e-04   2.77863559e-03   7.42292523e-01   1.92203775e-01
    3.56678902e-05   1.44855992e-03   2.56175152e-03   4.75350134e-06
    5.78095876e-02   2.68823467e-04]
 [  1.13640567e-02   5.42714679e-06   1.65753125e-03   5.79122105e-04
    7.50312924e-01   2.40268349e-03   1.32631278e-04   3.37990038e-02
    2.14307779e-03   1.97603479e-01]
 [  6.91957466e-05   3.68531109e-05   5.02273964e-04   2.59093576e-05
    9.94858742e-01   1.75067654e-03   1.70644361e-03   5.02377923e-04
    1.68871775e-04   3.78580036e-04]]
INFO:tensorflow:probabilities = [[  9.85524952e-01   2.77790008e-07   7.64678139e-03   2.77181625e-05
    3.85146195e-05   1.53024041e-03   4.77350410e-03   9.38310550e-05
    2.56911211e-04   1.07314496e-04]
 [  9.91179764e-01   6.46091451e-07   1.61819300e-03   1.49298139e-04
    7.66150697e-05   6.04616835e-05   1.42045273e-03   3.26531699e-05
    5.00293216e-03   4.59101808e-04]
 [  9.99903798e-01   3.39198197e-10   4.32218985e-06   7.28146006e-06
    2.00097730e-10   8.25684401e-05   7.74612232e-08   1.04865580e-06
    3.28256817e-08   7.83400537e-07]
 [  1.09944849e-04   1.19674923e-02   2.53397622e-03   3.55241180e-04
    5.81185392e-04   6.69561978e-03   9.74203348e-01   6.34788137e-07
    3.53524531e-03   1.73477401e-05]
 [  4.08417964e-03   1.36840335e-05   2.23554292e-04   1.32393762e-01
    8.02792783e-06   8.61894250e-01   7.36037327e-04   3.68251385e-05
    3.55607510e-04   2.54113314e-04]
 [  7.47820450e-05   9.76954281e-01   1.97026529e-03   2.39607436e-03
    1.12689147e-03   1.88827177e-03   1.73615746e-03   1.11591397e-03
    1.21351182e-02   6.02195796e-04]
 [  9.99502420e-01   2.55732613e-09   1.95140383e-05   1.74020042e-05
    3.36853958e-08   3.96976538e-04   5.06061515e-05   7.94723019e-06
    2.19205549e-06   2.89994978e-06]
 [  1.88139602e-05   6.81979998e-07   1.07724804e-06   2.27226526e-04
    3.59138357e-05   2.87688366e-04   3.35167755e-07   9.96262372e-01
    4.35256334e-05   3.12246010e-03]
 [  5.30422767e-07   1.50297137e-06   3.25658475e-05   1.46994546e-06
    9.95661914e-01   4.81313546e-05   4.92654290e-05   4.49515792e-05
    1.41261071e-05   4.14543739e-03]
 [  6.78974393e-05   9.90574777e-01   6.28201466e-04   3.70245334e-03
    4.17905889e-04   6.89004082e-04   4.62809112e-04   3.86226719e-04
    2.86768167e-03   2.03006290e-04]
 [  9.15082637e-05   8.60400833e-05   1.83583237e-03   1.28577039e-01
    7.06587743e-05   2.01542564e-02   6.03902990e-05   2.92589015e-04
    8.28995526e-01   1.98361799e-02]
 [  9.99347866e-01   1.22110350e-07   1.27361258e-04   6.75199817e-06
    2.53588996e-06   8.93688266e-05   2.85195274e-04   9.85224005e-07
    1.29110413e-04   1.07810529e-05]
 [  4.81315794e-07   1.38860560e-05   9.99964952e-01   6.04572688e-06
    4.62717992e-07   4.95268928e-08   3.07649748e-06   3.36495845e-07
    1.05446488e-05   8.90241125e-08]
 [  7.00163218e-05   4.63326796e-05   1.14708280e-04   1.81803131e-04
    7.66584650e-02   1.48761703e-03   1.40520729e-04   5.24948491e-03
    5.44686860e-04   9.15506363e-01]
 [  3.01655764e-05   1.57904683e-03   1.90211009e-04   3.44889595e-05
    1.32150832e-03   9.90527034e-01   2.05541437e-04   4.27600426e-05
    6.05398230e-03   1.52264101e-05]
 [  9.08455908e-01   2.57543979e-06   1.94201386e-03   6.46298612e-03
    5.11841354e-05   1.85584258e-02   6.09102193e-03   2.29804369e-04
    5.80564104e-02   1.49688072e-04]
 [  1.46518389e-04   1.75886362e-05   1.70764888e-05   6.68416033e-05
    1.03008515e-05   5.94383280e-04   5.68632146e-08   9.43899632e-01
    3.87669401e-03   5.13707846e-02]
 [  6.07213660e-05   2.15777436e-06   9.58246601e-05   3.40748556e-05
    6.32788241e-01   1.55574374e-03   1.34520081e-03   3.09558772e-03
    8.50767188e-04   3.60171586e-01]
 [  1.79940631e-04   9.95748341e-01   1.85368897e-03   2.85084156e-04
    1.00473062e-05   1.97818936e-05   1.80161456e-04   7.51352854e-05
    1.63914019e-03   8.55209601e-06]
 [  1.39562417e-06   9.03557229e-04   2.50440702e-04   6.05991995e-03
    1.42057156e-02   1.54378661e-03   1.04465980e-05   8.38788133e-03
    1.09931991e-01   8.58704865e-01]
 [  7.19153695e-06   4.22093901e-04   9.86262202e-01   3.67905712e-03
    1.58117589e-04   5.11968647e-05   9.98132513e-04   7.18726596e-06
    8.39239080e-03   2.24303767e-05]
 [  3.31488060e-04   9.57959831e-01   1.29021646e-03   1.32476473e-02
    3.32611147e-03   4.02664678e-04   4.78148111e-04   1.50765581e-02
    3.33484751e-03   4.55248076e-03]
 [  4.18351614e-04   4.80413219e-05   2.74835597e-03   1.73539331e-04
    6.19240109e-06   1.97074132e-05   1.51410015e-04   2.18354126e-05
    9.96279895e-01   1.32620407e-04]
 [  1.97767702e-04   9.80332425e-06   4.02859412e-04   9.58046439e-05
    1.70211777e-07   1.61817108e-04   1.03541007e-08   9.96074975e-01
    1.86992344e-04   2.86975596e-03]
 [  3.62368003e-02   9.28032478e-06   6.89045759e-04   1.06812976e-01
    2.22771032e-05   7.04097390e-01   3.47069441e-03   2.14171538e-04
    1.46813408e-01   1.63398776e-03]
 [  5.40183828e-05   4.39732336e-04   3.69700906e-03   1.68008439e-03
    4.38318202e-05   3.20900138e-03   9.20197272e-05   6.48138302e-05
    9.90543544e-01   1.75979410e-04]
 [  1.65271969e-03   1.01698051e-05   6.59186917e-04   6.53152383e-05
    1.48588952e-04   2.18360379e-04   9.95372593e-01   2.75572944e-07
    1.84934295e-03   2.33164428e-05]
 [  2.16170483e-05   8.77792045e-05   2.57959065e-04   9.96573567e-01
    6.57441205e-06   2.75887828e-03   3.63484764e-06   5.81895438e-06
    1.95690212e-04   8.84970359e-05]
 [  4.05909307e-03   3.15649505e-03   1.37725808e-02   3.00650783e-02
    6.03775225e-05   5.13186620e-04   1.08112021e-04   2.16823700e-03
    9.45287526e-01   8.09280784e-04]
 [  1.05438481e-07   1.27691837e-05   1.50453598e-05   7.64055178e-04
    2.58279357e-07   4.29944521e-06   5.70333780e-09   9.99149442e-01
    1.17657110e-05   4.21372060e-05]
 [  4.94191700e-05   3.11958317e-08   1.12573980e-05   1.33372741e-04
    2.98370607e-03   3.79238713e-06   2.98918280e-07   6.88175671e-03
    2.01584160e-04   9.89734769e-01]
 [  9.95750546e-01   4.14016874e-08   1.06647938e-04   1.16020667e-04
    1.86556512e-08   3.55331996e-03   1.22569645e-07   2.61202899e-06
    4.40336240e-04   3.04113037e-05]
 [  4.86913021e-04   9.86606598e-01   3.32712289e-03   1.34700804e-03
    3.83758888e-04   7.14817070e-05   4.06886335e-04   4.40005446e-03
    2.58414983e-03   3.85830441e-04]
 [  8.19932829e-05   2.89639621e-03   9.83875394e-01   1.01602599e-02
    1.89559039e-04   1.19979586e-05   1.39970297e-03   2.78195366e-04
    1.06308796e-03   4.34620379e-05]
 [  2.24172836e-05   3.11570966e-06   3.82945109e-06   2.11801278e-04
    2.27958485e-02   9.54217569e-04   1.27310443e-06   2.76386812e-02
    5.27703487e-05   9.48315978e-01]
 [  8.16917513e-04   8.91973032e-04   1.46862667e-03   5.67347169e-01
    2.84711045e-04   4.92087789e-02   2.26488482e-04   8.06785101e-05
    3.51512074e-01   2.81625707e-02]
 [  1.37149967e-04   4.16640287e-05   5.38162640e-05   3.89579480e-04
    5.91900744e-06   6.90822490e-04   2.45226565e-05   1.24536255e-05
    9.98600304e-01   4.38399438e-05]
 [  6.80366065e-05   1.65083562e-04   7.32362105e-06   6.62975013e-04
    1.37780025e-05   9.98508632e-01   3.19073988e-05   3.30746698e-05
    4.91269457e-04   1.79144990e-05]
 [  2.47239633e-08   5.62742493e-08   6.12838903e-07   2.23820989e-05
    7.46538209e-09   7.70289546e-07   4.69810605e-12   9.99920487e-01
    8.24834729e-07   5.48396747e-05]
 [  1.52434150e-04   1.71944994e-05   5.95818926e-03   1.15844375e-03
    2.67351628e-03   3.35022705e-05   5.31307751e-06   9.38612998e-01
    6.58438716e-04   5.07299304e-02]
 [  9.99482632e-01   2.49732068e-10   4.99848720e-05   8.77096591e-06
    3.66694497e-09   2.83918576e-04   1.71952925e-04   4.18998013e-07
    1.63853372e-07   1.99888382e-06]
 [  2.89021282e-05   9.80583429e-01   2.72781844e-03   5.77965984e-03
    6.01755455e-04   6.23781874e-04   2.15307181e-03   2.41687114e-04
    6.97606662e-03   2.83866510e-04]
 [  2.64767930e-03   5.52660320e-03   6.41035149e-04   3.50226555e-03
    6.08439092e-04   1.02414154e-01   7.78317988e-01   1.71265056e-05
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    9.24112799e-04   4.40378953e-03]
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    1.97856798e-06   1.06304920e-08]
 [  5.89267393e-06   4.75783644e-08   1.74465269e-04   6.75146623e-07
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    1.52162596e-04   1.07418935e-04]
 [  3.19952342e-05   2.46497802e-04   3.58613371e-03   4.93783909e-06
    9.91540134e-01   1.39901123e-03   2.36952351e-03   1.07313426e-04
    1.59060495e-04   5.55364531e-04]
 [  7.81848066e-05   4.13283306e-06   9.98069704e-01   1.73415092e-03
    3.57975068e-06   2.23151710e-06   9.83888967e-05   1.30338390e-06
    7.82722691e-06   5.00172291e-07]
 [  8.78377259e-01   8.01623537e-06   6.51677791e-03   1.77408792e-02
    5.58559714e-06   2.55716220e-02   9.61649312e-06   4.25626375e-02
    5.40868985e-03   2.37989109e-02]
 [  9.95485842e-01   1.02515196e-08   3.11182157e-05   1.19181695e-05
    2.94602660e-06   4.07568179e-03   3.08967748e-04   2.11762817e-05
    4.64958757e-05   1.59601568e-05]
 [  3.65626835e-03   3.40591580e-01   2.77678892e-02   7.12013384e-03
    3.01611668e-04   9.13353404e-04   9.42915957e-03   3.27233737e-03
    6.04580283e-01   2.36738613e-03]
 [  9.33408213e-04   9.41893518e-01   2.54608747e-02   6.48126379e-03
    6.64013717e-03   1.24972628e-03   6.30437676e-03   1.34539150e-03
    8.64489097e-03   1.04661915e-03]
 [  7.75058521e-04   2.72538071e-03   6.15093950e-03   4.22379794e-03
    5.58512239e-03   1.02674705e-03   9.63750780e-01   4.82986652e-05
    1.41594112e-02   1.55458204e-03]
 [  1.52815403e-07   9.91493110e-08   1.94892152e-07   2.16024579e-04
    9.30712759e-01   5.91181270e-05   1.16270189e-06   1.12959207e-03
    1.28231687e-03   6.65986314e-02]]
INFO:tensorflow:global_step/sec: 157.263
INFO:tensorflow:loss = 0.221426, step = 10801
INFO:tensorflow:probabilities = [[  5.25125768e-04   8.51910293e-01   7.56734097e-03   7.42945001e-02
    1.34920439e-04   8.53737444e-03   3.94876697e-05   5.75801078e-03
    3.84950154e-02   1.27377715e-02]
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    2.32140319e-05   6.79130389e-05]
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    2.91965026e-02   1.15746725e-03]
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    1.17417309e-03   9.63520944e-01]
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    7.94775187e-05   1.21398007e-04]
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    1.44138430e-05   1.29203741e-07]
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    1.26042706e-03   2.67724022e-06]
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    1.71279372e-03   9.57459509e-01]
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    9.99492288e-01   8.92509852e-05   1.00419471e-04   7.31493783e-05
    3.16239239e-05   2.07089324e-04]
 [  3.90960602e-03   3.58458419e-05   1.69187304e-04   8.66802511e-05
    2.27434863e-03   6.66567078e-03   3.17011945e-05   9.43622768e-01
    1.26205955e-03   4.19422090e-02]
 [  1.01536443e-06   8.21497508e-07   5.59878526e-06   2.70496839e-05
    5.45966998e-07   1.56166163e-06   1.54505753e-09   9.98204350e-01
    8.97861173e-06   1.75000436e-03]
 [  4.01024772e-06   5.59345246e-08   2.91351498e-05   3.16643273e-05
    7.85407366e-08   5.95048405e-05   1.83458760e-05   1.29097870e-08
    9.99856234e-01   9.48237584e-07]
 [  1.97598201e-05   8.84794499e-05   5.28459896e-05   1.94099247e-02
    4.33342084e-02   6.89947652e-03   1.41634491e-05   9.17099044e-03
    8.39288440e-03   9.12617266e-01]
 [  9.99817431e-01   4.07941725e-09   8.35629521e-07   2.87254397e-06
    9.45654555e-10   1.75695779e-04   1.28177339e-06   2.63880509e-07
    1.67981671e-06   2.58432173e-08]
 [  1.45637619e-04   3.22475657e-03   5.99973100e-05   3.41385929e-03
    1.08578391e-01   2.22986261e-03   1.42992722e-04   8.37903656e-03
    1.35852164e-02   8.60240281e-01]
 [  8.82090626e-06   3.58446669e-05   9.99109566e-01   4.77728347e-04
    6.91120658e-06   7.78022581e-07   6.98085059e-05   2.55499210e-04
    3.46259367e-05   3.55848528e-07]
 [  9.05484487e-09   9.74619482e-11   4.97274257e-08   2.99673353e-08
    9.99866843e-01   7.06902119e-06   6.61211288e-07   1.35201271e-05
    6.02090586e-06   1.05693114e-04]
 [  8.90016079e-01   7.34780861e-06   1.26307277e-04   2.18442929e-05
    8.54945567e-04   3.07396706e-02   6.56970590e-02   8.56795032e-06
    1.21773509e-02   3.50894203e-04]
 [  1.78500086e-05   1.67149570e-04   6.08929957e-04   9.98394787e-01
    1.30289427e-05   1.82184551e-04   3.04014839e-06   5.56054738e-06
    3.47149005e-04   2.60167144e-04]
 [  7.31349564e-06   6.11089035e-07   1.10939436e-06   1.70666666e-04
    6.42742787e-04   1.90145674e-03   2.57123162e-07   8.26176167e-01
    6.62548191e-05   1.71033308e-01]
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    4.91110995e-07   2.26925604e-05   2.44797464e-03   8.01898659e-06
    8.66799237e-05   7.16473503e-09]
 [  9.08308197e-04   9.67118263e-01   8.06156266e-03   5.45655238e-03
    2.64811388e-04   1.17823319e-03   3.76461190e-03   2.40601390e-03
    9.98224691e-03   8.59325286e-04]
 [  1.16318978e-01   4.44865495e-04   3.05752546e-01   1.92180529e-01
    2.66827433e-03   2.21201088e-02   4.06550840e-02   9.50508693e-04
    3.10421407e-01   8.48763250e-03]
 [  2.47837510e-03   3.59793307e-06   4.81212228e-05   4.37814568e-04
    4.41409386e-04   9.59744096e-01   8.08735931e-05   2.43132818e-03
    1.35473190e-02   2.07870249e-02]
 [  3.17183032e-04   2.95281479e-05   3.52551462e-04   3.48995849e-02
    8.96455640e-06   8.02773952e-01   9.29061935e-06   4.80961084e-04
    1.56231388e-01   4.89657652e-03]
 [  1.58359308e-03   2.47482210e-03   2.97768880e-02   1.03563834e-02
    8.32296610e-02   9.68309399e-03   8.13952088e-01   5.06830961e-03
    4.17443290e-02   2.13087699e-03]
 [  2.39564179e-06   1.27206938e-08   7.31045975e-06   2.26354314e-06
    7.99167447e-06   1.55412763e-05   4.47306654e-08   9.99259174e-01
    8.18387271e-05   6.23301079e-04]
 [  2.65861698e-03   1.71963293e-02   1.22342343e-02   1.73649448e-03
    4.95040901e-02   2.11019311e-02   8.87434602e-01   1.11347172e-05
    8.06246791e-03   6.00512285e-05]
 [  6.76035415e-05   2.52575078e-03   2.28465928e-04   6.07934315e-04
    1.14413528e-02   2.34687105e-01   7.66602233e-02   8.02202339e-06
    6.71848893e-01   1.92467996e-03]
 [  5.88108669e-05   1.03520614e-03   6.51485613e-03   1.48334093e-02
    7.06760911e-03   6.24582171e-05   1.18230600e-05   9.43649709e-01
    2.07279180e-03   2.46933065e-02]
 [  1.92040552e-05   3.46890101e-06   6.96042093e-07   1.12383510e-03
    3.91643589e-05   1.60046722e-04   8.56937490e-08   9.91094172e-01
    3.05171488e-05   7.52882380e-03]
 [  1.18172508e-07   3.95818715e-05   1.93105894e-04   9.99212623e-01
    3.74194684e-07   7.02105099e-05   7.35338190e-09   1.55299509e-04
    1.03939121e-04   2.24775446e-04]
 [  2.83749773e-06   8.92086828e-04   7.60267582e-03   1.91740191e-03
    2.55617150e-03   3.42819956e-04   4.06771360e-05   9.48743105e-01
    9.13828891e-03   2.87639722e-02]
 [  1.57487943e-06   2.41065025e-03   9.56960738e-01   4.49178042e-03
    4.63490380e-07   9.19111972e-06   7.28281009e-07   8.23916495e-03
    2.78613362e-02   2.44150742e-05]
 [  3.47987734e-05   5.37183019e-04   1.73065567e-03   9.94393706e-01
    1.42856326e-04   1.87076745e-03   1.64879075e-05   1.65575093e-05
    1.08645204e-03   1.70477419e-04]
 [  6.65747939e-06   1.19173052e-07   6.03886947e-05   2.37179688e-06
    9.98013258e-01   1.88872946e-05   1.34779850e-03   1.02237231e-04
    2.18569796e-04   2.29791287e-04]
 [  6.18922859e-05   1.65632155e-04   3.07087693e-03   9.36980128e-01
    2.75558472e-04   2.07900964e-02   6.07530501e-06   1.63565879e-03
    2.24186983e-02   1.45954387e-02]
 [  9.99804676e-01   1.18836141e-09   1.54502993e-06   6.54621590e-06
    1.84118534e-08   1.73967550e-04   8.13218685e-06   1.82798487e-06
    1.92878770e-06   1.42015926e-06]
 [  1.97835252e-04   1.14055738e-05   1.29546941e-04   6.56583952e-03
    1.91849467e-04   9.87163007e-01   4.06378414e-03   6.01266265e-07
    1.62214460e-03   5.40338006e-05]
 [  9.99560058e-01   2.32855406e-08   1.90111696e-05   4.95563017e-06
    1.53941585e-07   7.06937317e-06   3.68103174e-05   7.55280553e-07
    3.55732220e-04   1.54534227e-05]
 [  5.05864508e-02   1.93486107e-06   1.53252859e-05   3.61142535e-04
    3.46913614e-04   9.23205987e-02   4.33578725e-06   8.49546313e-01
    1.04773836e-03   5.76915080e-03]
 [  1.01691845e-03   2.36181455e-04   4.27726097e-03   5.81800356e-04
    9.49257240e-03   7.86644146e-02   8.88237655e-01   3.32103377e-06
    1.69765800e-02   5.13227715e-04]
 [  1.38866701e-04   3.54356280e-06   2.24911812e-04   1.21492048e-05
    9.92919385e-01   1.17019808e-04   3.09783313e-03   2.43756082e-03
    2.57607287e-04   7.91061262e-04]
 [  1.90414343e-04   1.17629196e-03   4.02280093e-05   2.65877973e-03
    1.32268192e-02   1.55132236e-02   2.04194093e-05   5.12840040e-02
    8.39984883e-03   9.07490015e-01]
 [  9.97294605e-01   9.39065615e-07   2.50295503e-04   2.69393553e-04
    3.89991925e-07   2.64698290e-04   3.27615504e-04   9.32336843e-06
    1.55026768e-03   3.26319423e-05]
 [  6.70632580e-05   9.58984673e-01   8.05211626e-03   3.50252795e-03
    2.06655473e-03   2.96407001e-04   5.47320873e-04   4.61340277e-03
    2.13015396e-02   5.68252173e-04]
 [  1.07967353e-04   7.76144770e-06   2.83591187e-04   1.29735708e-05
    4.05035168e-03   7.92483479e-05   9.94655252e-01   2.01241301e-06
    7.85553711e-04   1.53465935e-05]
 [  9.37070672e-06   2.25413478e-05   3.95548483e-03   9.95373785e-01
    4.09691580e-07   1.19052718e-04   5.15204079e-07   3.35771736e-04
    5.76536440e-05   1.25531820e-04]
 [  1.69524027e-03   1.79846873e-04   1.34576596e-02   1.31022069e-03
    8.82387280e-01   4.94300062e-03   4.36254032e-03   2.50436598e-03
    5.31092240e-03   8.38490501e-02]
 [  1.15567516e-03   1.97461806e-04   8.74210000e-01   2.71554291e-02
    5.86230328e-07   2.64551751e-02   1.74751869e-04   1.51582411e-04
    7.04095289e-02   8.96813945e-05]
 [  2.59510330e-07   4.89159065e-05   1.29364366e-06   3.37682344e-04
    9.92306411e-01   1.00150733e-04   9.72949056e-05   4.81981951e-05
    1.31037657e-03   5.74954133e-03]
 [  7.24142790e-02   4.16480252e-05   1.00979640e-04   1.05413133e-02
    7.68339087e-04   5.06223068e-02   4.01163357e-04   7.85312891e-01
    2.16270890e-03   7.76343420e-02]
 [  3.09062671e-05   1.57682312e-08   2.91826950e-06   4.58100141e-04
    3.14505968e-07   9.98950064e-01   5.83375413e-06   2.73323053e-07
    5.18137764e-04   3.34344440e-05]
 [  1.88052916e-04   1.01415353e-05   5.56263003e-05   9.74898285e-06
    3.07108421e-04   3.60071613e-03   9.94861186e-01   5.46972139e-08
    9.59086756e-04   8.30797217e-06]
 [  1.85177603e-04   9.89537239e-01   1.67811743e-03   3.54647113e-04
    2.35745159e-04   1.03247083e-04   3.42616672e-03   2.79336149e-04
    4.11129044e-03   8.90955125e-05]
 [  6.90383094e-05   7.87690260e-06   9.49556943e-06   8.56589913e-01
    1.06083132e-06   1.40187636e-01   3.20820727e-05   2.54477641e-07
    2.88817286e-03   2.14674903e-04]
 [  6.88921646e-05   3.93242590e-06   3.79889651e-04   9.97355819e-01
    7.21733727e-07   1.86847767e-03   6.77054402e-07   2.49250115e-06
    3.03222972e-04   1.59532774e-05]
 [  2.84782828e-07   6.56606062e-06   3.84274317e-04   9.98963952e-01
    1.59147987e-06   1.15242510e-04   2.07374498e-07   6.59173054e-07
    5.20489179e-04   6.70402960e-06]
 [  4.40875738e-04   9.49426651e-01   2.88668857e-03   4.53833351e-03
    7.65426457e-03   4.35156748e-04   3.60742473e-04   2.17802506e-02
    7.76531361e-03   4.71182587e-03]
 [  1.02421632e-06   3.75585223e-04   9.35352873e-05   1.64994446e-03
    7.87080171e-06   4.63114047e-05   3.16995070e-08   9.94690061e-01
    9.82437516e-04   2.15323269e-03]
 [  8.37920015e-05   1.40947942e-02   6.68598150e-05   4.77818353e-03
    8.88373852e-01   4.98230383e-03   4.37848736e-04   2.16383543e-02
    3.84099502e-03   6.17030300e-02]
 [  7.08966672e-06   8.27617550e-05   9.76117373e-01   6.81759790e-04
    1.82410602e-07   4.85260243e-05   3.79898775e-05   7.47222248e-06
    2.30132919e-02   3.62313745e-06]
 [  4.04309336e-04   5.20704023e-04   9.42404568e-01   3.38916178e-03
    5.16887985e-06   2.43677339e-03   6.86035710e-05   2.41700691e-04
    5.03775589e-02   1.51449582e-04]
 [  5.85542402e-05   9.95710731e-01   5.45186747e-04   5.40468609e-04
    1.14161398e-04   5.86965252e-05   4.58124967e-04   1.18684338e-03
    1.13274879e-03   1.94412438e-04]
 [  5.95673744e-04   5.29381968e-02   4.51737270e-03   1.25215044e-02
    1.45826414e-02   8.46762419e-01   1.13981338e-02   1.26584887e-03
    5.37222251e-02   1.69589964e-03]
 [  9.73465103e-06   6.20216542e-06   9.97037530e-01   2.03761691e-03
    1.07301508e-04   6.97465839e-06   3.49939137e-06   4.11901274e-04
    5.09319907e-05   3.28151684e-04]
 [  6.73109374e-04   8.15694928e-01   7.37857400e-03   9.61198881e-02
    1.34409182e-02   2.72345766e-02   3.41958017e-03   9.96812526e-03
    1.56185525e-02   1.04519166e-02]
 [  7.97138418e-05   3.03660981e-05   4.48557785e-06   6.40562444e-04
    2.93702560e-05   9.95230377e-01   2.42517058e-06   8.40327994e-05
    2.58515938e-03   1.31357682e-03]
 [  7.31940554e-06   5.16359345e-04   9.95376110e-01   1.36695604e-03
    9.90113840e-05   2.93972553e-05   2.23358948e-04   7.76875881e-04
    1.58267375e-03   2.20162674e-05]
 [  5.53817335e-05   4.34429062e-08   1.57319320e-07   3.33660137e-05
    1.06051118e-06   7.02065154e-05   4.55211285e-10   9.98401225e-01
    1.17184322e-06   1.43743784e-03]
 [  7.72281874e-06   3.55369139e-06   3.15395994e-07   9.31419781e-05
    3.27029716e-06   9.97519553e-01   2.19095855e-05   8.59687859e-08
    2.34870682e-03   1.75365358e-06]
 [  2.29960933e-05   9.83021617e-01   2.81521166e-03   7.28649274e-03
    3.62626633e-05   7.42246484e-05   6.60272271e-05   1.75495085e-03
    4.57694754e-03   3.45442764e-04]
 [  3.18692974e-03   3.50610890e-06   3.07966699e-03   3.20434949e-04
    6.43905222e-01   1.46447404e-04   8.94160126e-04   2.05622986e-03
    8.75723024e-04   3.45531583e-01]
 [  6.59705081e-04   1.31271156e-02   2.54013023e-04   5.10436296e-02
    1.57741588e-02   2.46871151e-02   1.68878032e-04   2.17009038e-01
    1.23685347e-02   6.64907753e-01]
 [  7.20689422e-05   5.61903562e-06   3.37806705e-05   1.47912680e-04
    1.06362753e-01   2.04322720e-03   6.52150629e-05   1.24885619e-03
    8.50546116e-04   8.89170051e-01]
 [  1.54722184e-05   1.69233870e-04   7.12380643e-05   1.00549572e-04
    1.77000493e-05   2.08003567e-05   8.87944864e-08   9.90660727e-01
    3.12878547e-04   8.63135606e-03]
 [  7.05897173e-06   9.96160865e-01   1.69917068e-04   7.94561231e-04
    1.57409202e-04   3.68286972e-04   3.25809669e-04   4.98886875e-05
    1.91575021e-03   5.04372547e-05]
 [  9.97101128e-01   5.28693640e-08   5.45670555e-05   1.45507231e-03
    1.58394614e-05   9.86826955e-04   4.73441651e-05   1.84320030e-04
    1.43793632e-05   1.40504126e-04]
 [  9.90445278e-06   1.30192507e-06   1.05228086e-04   2.08761116e-06
    9.68056023e-01   4.37087519e-03   1.25628207e-02   2.13749692e-04
    4.18811990e-03   1.04899546e-02]
 [  7.58447595e-06   1.74618526e-06   2.79432454e-04   9.95712638e-01
    2.69116953e-07   1.79788229e-04   1.39214777e-07   1.04619257e-05
    3.66875879e-03   1.39241805e-04]
 [  4.69747101e-06   1.44876085e-05   8.21759113e-06   9.13959866e-06
    9.87259507e-01   1.76827528e-03   3.94864386e-04   1.99662143e-04
    4.04785358e-04   9.93639976e-03]
 [  1.20633686e-07   2.51344063e-05   9.99599040e-01   3.65323009e-04
    6.83452754e-07   8.51277875e-08   2.71374188e-06   9.42299835e-07
    5.65876189e-06   2.24874682e-07]
 [  5.90535579e-04   1.32897227e-07   5.94960060e-04   5.47559011e-06
    3.09853029e-04   4.81008086e-04   9.97764230e-01   6.61323583e-08
    1.42840261e-04   1.10825407e-04]
 [  5.57382358e-04   6.26213136e-07   2.34942618e-05   8.97044356e-06
    6.15954832e-06   9.73571539e-01   1.62617580e-05   1.66584960e-05
    2.57567484e-02   4.20617325e-05]
 [  1.41654022e-08   1.83692734e-07   9.99954939e-01   4.32874949e-05
    8.14522281e-08   8.09082401e-09   4.57939706e-07   3.90614208e-10
    9.98132009e-07   6.29366914e-09]
 [  2.52409586e-06   5.69118413e-07   2.89407108e-05   3.12778357e-05
    6.10803887e-02   8.82317327e-05   2.86093905e-06   3.96910327e-04
    4.27805725e-03   9.34090257e-01]
 [  1.27395970e-05   1.23122879e-06   7.08432417e-05   1.54984548e-06
    9.98342276e-01   2.20351321e-05   5.63271868e-04   3.76658980e-04
    2.62279536e-05   5.83193963e-04]
 [  1.73111053e-04   9.89653170e-01   6.96547038e-04   1.17282534e-03
    2.75892467e-04   2.31055572e-04   2.08183672e-04   3.74009763e-03
    3.19973705e-03   6.49496214e-04]
 [  8.01589886e-06   5.52355566e-08   3.02468252e-04   7.38869567e-05
    1.29597448e-03   6.85949781e-05   8.97925565e-06   2.56873667e-04
    8.80511652e-04   9.97104585e-01]
 [  3.63394588e-06   2.30977619e-07   7.20453798e-04   7.28606712e-04
    2.00138260e-07   8.65699178e-07   5.47599077e-10   9.98103857e-01
    4.79916525e-06   4.37357376e-04]
 [  6.48833215e-01   9.61803744e-05   6.83777453e-03   3.23713660e-01
    4.46479498e-05   9.91469598e-04   1.46569882e-03   3.51438095e-04
    8.46880581e-03   9.19717830e-03]]
INFO:tensorflow:probabilities = [[  1.04767678e-03   5.84565140e-02   2.66408804e-03   7.40316287e-02
    3.67621687e-05   8.44446540e-01   1.93742989e-03   3.73397743e-05
    1.72616076e-02   8.03842267e-05]
 [  1.01609236e-04   9.03971016e-01   2.49132188e-03   6.93585165e-03
    1.45233906e-04   2.10536222e-04   2.69089709e-03   1.17496616e-04
    8.31189007e-02   2.17024295e-04]
 [  5.90586782e-01   3.57690528e-02   1.57043524e-02   8.45467597e-02
    4.89389757e-03   1.53943328e-02   1.65913571e-02   2.01268103e-02
    1.56804338e-01   5.95823787e-02]
 [  4.51134038e-05   3.83935077e-03   7.45615140e-02   1.68485209e-01
    8.51184130e-03   2.89857358e-04   2.73452370e-05   6.60337389e-01
    4.02196683e-03   7.98803940e-02]
 [  5.01835370e-04   9.91743524e-04   7.06184050e-03   2.99763022e-04
    8.84432256e-01   4.66649886e-04   9.61666331e-02   4.77398688e-04
    5.66849578e-03   3.93348560e-03]
 [  5.61832906e-07   5.65523557e-08   8.88762315e-06   1.89082400e-07
    9.99660492e-01   1.84134587e-05   6.09961098e-05   4.98015179e-05
    7.36695729e-05   1.26927887e-04]
 [  3.06881739e-05   5.98310180e-06   7.79379261e-05   3.93409142e-03
    5.06962442e-06   9.92567897e-01   5.09219535e-04   3.39311974e-08
    2.85609765e-03   1.30442386e-05]
 [  3.40788647e-05   4.98735574e-07   2.36382002e-05   6.43574913e-06
    5.89875963e-05   3.15576763e-05   9.99518156e-01   4.96512655e-07
    3.26005800e-04   6.01671104e-08]
 [  2.83467845e-04   4.07441490e-04   1.51402946e-03   9.65605855e-01
    4.74640261e-03   5.15538128e-03   6.81681413e-05   8.72541801e-04
    1.34363342e-02   7.91038480e-03]
 [  2.57180000e-05   1.47315677e-05   1.43991467e-02   9.66861486e-01
    4.48244634e-07   2.52396869e-03   8.17933010e-09   4.18954733e-04
    1.56879555e-02   6.74874391e-05]
 [  9.72799680e-05   1.77124676e-07   1.66594727e-05   9.25222685e-06
    2.71405396e-03   8.69845899e-05   1.08756865e-06   4.09547165e-02
    1.25553939e-04   9.55994189e-01]
 [  6.32134220e-03   1.96573464e-03   3.10242772e-01   4.03204113e-02
    2.88530346e-02   3.42165008e-02   2.26190360e-03   5.75609803e-02
    9.63649079e-02   4.21892315e-01]
 [  3.71710266e-05   1.21833559e-03   5.54565713e-06   4.88848658e-04
    3.00429831e-03   7.22176977e-04   7.64176821e-06   5.37664890e-01
    4.39067226e-04   4.56412077e-01]
 [  5.89297133e-06   2.20103711e-02   9.60177362e-01   9.48026683e-03
    8.40325902e-06   1.31301813e-05   1.04472449e-04   2.82870460e-05
    8.16619769e-03   5.44724935e-06]
 [  2.23985291e-04   1.44519401e-03   2.70470948e-04   3.17302794e-04
    8.91970515e-01   3.64436186e-03   7.53405853e-04   7.06545031e-03
    7.19020003e-03   8.71190131e-02]
 [  9.97360885e-01   4.37409930e-09   1.68179173e-03   4.82147698e-07
    4.76383548e-06   7.66169160e-06   6.27042100e-05   2.56567262e-04
    2.79393629e-04   3.45853681e-04]
 [  5.32628410e-03   1.84157412e-04   4.82145319e-04   5.30880317e-03
    2.34726463e-02   6.90697014e-01   2.58767456e-01   1.86108573e-05
    1.28328772e-02   2.91009550e-03]
 [  9.58775878e-01   5.48329773e-08   1.88600316e-05   2.31786653e-05
    1.02470807e-07   4.05538604e-02   7.17110152e-06   1.93686674e-06
    2.18115136e-04   4.00895544e-04]
 [  3.18474595e-05   9.95514691e-01   1.71612817e-04   1.84595920e-04
    2.89731706e-05   5.87732357e-05   1.29188411e-04   3.54407603e-05
    3.75734619e-03   8.75294572e-05]
 [  3.91304129e-05   9.88104284e-01   3.61672079e-04   2.45734653e-03
    5.39025787e-05   1.24329699e-05   1.63463701e-05   5.43795340e-03
    2.78349919e-03   7.33406865e-04]
 [  1.76096093e-09   4.20730251e-09   9.99997735e-01   1.49073242e-06
    3.27853877e-09   1.92360555e-11   7.34707442e-08   1.39541934e-10
    5.64361017e-07   2.72959693e-11]
 [  1.89105085e-05   3.89724892e-06   1.70508132e-03   9.96091545e-01
    8.83513152e-10   1.91658997e-04   3.32273070e-10   5.95040445e-04
    1.33612740e-03   5.77881692e-05]
 [  2.03465734e-05   5.05543312e-07   8.29622081e-07   2.15739237e-05
    9.66295540e-01   9.73853748e-03   2.19359936e-05   1.89966080e-03
    9.93108144e-04   2.10079812e-02]
 [  1.61509297e-03   2.82372564e-01   2.19929940e-03   3.38901319e-02
    8.83456022e-02   1.47656193e-02   3.11876851e-04   1.62197694e-01
    2.19879504e-02   3.92314196e-01]
 [  1.47653384e-06   9.83297706e-01   6.10300049e-04   6.93631964e-03
    5.98774350e-04   6.21004612e-04   4.22234589e-04   1.18179276e-04
    6.93350192e-03   4.60520067e-04]
 [  9.99453008e-01   1.18342935e-09   2.20583752e-04   9.61429350e-07
    8.69930517e-10   3.00917949e-04   1.45420981e-05   1.55627561e-07
    9.88913052e-06   7.47089235e-09]
 [  2.09556788e-06   1.20538766e-06   1.20804842e-04   3.49625567e-04
    9.04764175e-01   6.90246467e-03   1.17510635e-05   9.64255960e-05
    2.06124550e-03   8.56902301e-02]
 [  7.63202040e-03   1.73148175e-04   1.86226761e-03   3.64909611e-05
    4.31106193e-04   4.06666053e-03   9.85615134e-01   5.40378733e-06
    1.67485530e-04   1.03745642e-05]
 [  1.17086447e-05   1.50310791e-06   3.54461081e-05   3.82481870e-04
    2.11243446e-06   1.72123146e-05   4.07210017e-08   9.98619556e-01
    2.22503688e-04   7.07517262e-04]
 [  2.65564722e-05   1.12650255e-07   5.98723909e-06   1.38426491e-04
    2.75360999e-05   2.11239792e-03   8.36240724e-06   1.28532120e-03
    9.86569583e-01   9.82569531e-03]
 [  9.99246120e-01   2.26291674e-09   3.65258929e-05   3.70740872e-06
    9.27060739e-09   6.75546180e-04   2.35683437e-05   9.39680092e-07
    1.34645643e-05   8.19113950e-08]
 [  6.31338975e-04   9.27448750e-01   1.90323428e-03   4.17728815e-03
    1.69279252e-03   2.86835595e-04   3.73378454e-04   5.09531237e-02
    1.01767238e-02   2.35655112e-03]
 [  2.79265169e-06   3.35173977e-09   7.65715811e-07   1.32467088e-04
    2.13930961e-02   7.39476091e-05   2.51944723e-08   8.68691057e-02
    2.46465002e-04   8.91281307e-01]
 [  1.52101020e-05   5.44087350e-01   4.66794940e-04   5.38627477e-03
    1.04852300e-02   1.13308374e-02   1.21471263e-03   6.67844783e-04
    4.24518496e-01   1.82721158e-03]
 [  9.87667978e-01   5.81387621e-06   6.69313828e-04   5.89338888e-05
    1.37215015e-04   2.89210584e-03   5.70087461e-03   1.79896582e-04
    2.37395451e-03   3.13778117e-04]
 [  9.52351153e-01   1.01607111e-06   7.17056100e-04   1.68282073e-02
    2.61673576e-05   8.40925088e-04   1.04215345e-04   2.55519133e-02
    1.81317111e-04   3.39810154e-03]
 [  3.76644474e-03   5.26986150e-06   2.16820932e-04   8.31421651e-03
    5.28012424e-06   9.78769779e-01   5.97878716e-05   2.11508104e-05
    8.68181977e-03   1.59486619e-04]
 [  1.80001545e-03   4.48474400e-02   2.22661044e-03   3.95260714e-02
    1.43168926e-01   2.92743128e-02   6.50663103e-04   1.34982362e-01
    6.75999224e-02   5.35923719e-01]
 [  1.45971289e-05   2.64965070e-06   1.67145496e-04   1.04435756e-07
    4.48294450e-04   6.74714756e-05   9.99294400e-01   4.22466719e-08
    5.15146394e-06   2.41312904e-07]
 [  9.64008177e-06   2.02532419e-06   8.51565448e-04   5.80006463e-06
    2.32775619e-05   1.67410908e-04   9.97518301e-01   2.15008114e-07
    1.42136763e-03   3.09970346e-07]
 [  5.60437737e-04   6.65615607e-06   2.04744734e-04   1.82993870e-04
    2.86413990e-02   4.70892002e-04   1.45441998e-04   6.55647879e-03
    5.43602509e-04   9.62687314e-01]
 [  2.56740968e-05   3.84372413e-07   7.88010075e-04   2.83280824e-04
    5.31388447e-03   8.74875623e-05   3.37350070e-06   2.79452324e-01
    1.05149702e-04   7.13940442e-01]
 [  2.41317059e-04   2.23983196e-03   9.22054648e-01   7.32778683e-02
    7.66815938e-05   1.91048850e-04   2.30581456e-04   1.54247871e-04
    1.48474472e-03   4.89239683e-05]
 [  1.75431563e-08   4.86838410e-08   2.13796989e-06   3.00159400e-06
    9.99653578e-01   3.56474775e-05   6.88964428e-05   2.38034204e-06
    6.06366439e-06   2.28236022e-04]
 [  1.66306680e-04   9.78932738e-01   2.50642700e-03   9.96423699e-03
    1.14277424e-03   1.55942340e-04   1.67356920e-03   2.31440924e-03
    2.64327065e-03   5.00290655e-04]
 [  9.91649151e-01   2.13895479e-08   2.76885839e-04   7.97606117e-05
    8.70516175e-08   7.92365801e-03   1.76364538e-05   2.74138529e-06
    3.12798948e-05   1.88493796e-05]
 [  1.40718927e-04   3.82867875e-05   9.81563687e-01   1.62752680e-02
    1.15890191e-06   1.45036640e-04   1.02676595e-05   3.93398281e-04
    1.21474755e-03   2.17353372e-04]
 [  1.34355563e-04   9.95759547e-01   4.97238711e-04   3.69055721e-04
    8.07590783e-04   4.37592353e-05   1.23424412e-04   5.32845501e-04
    1.54137053e-03   1.90746796e-04]
 [  9.99936223e-01   2.54674754e-12   4.99391945e-06   3.70755720e-06
    4.29007134e-12   5.47986638e-05   1.78944362e-07   1.64478688e-08
    2.73142771e-08   6.57122445e-09]
 [  6.34322942e-06   6.11852727e-07   3.23475956e-06   8.19738561e-05
    4.79387585e-03   4.11911824e-05   4.67124551e-07   1.32640754e-03
    1.08516088e-03   9.92660761e-01]
 [  1.84025994e-04   6.82416066e-05   5.56888990e-03   7.66833127e-03
    3.27899147e-06   9.85650837e-01   4.03138692e-04   3.39199261e-07
    4.52817068e-04   1.46564943e-07]
 [  1.79487819e-04   5.69194090e-05   9.43917811e-01   5.14308214e-02
    2.09731567e-07   3.71054157e-05   8.14441519e-05   3.59237049e-08
    4.29599499e-03   9.38095681e-08]
 [  8.71124852e-04   4.85923238e-07   9.47126828e-05   1.11171739e-05
    1.56208314e-02   2.08614254e-03   3.03944580e-06   4.75124381e-02
    9.75782052e-03   9.24042225e-01]
 [  8.80409731e-04   2.00991728e-03   9.77555156e-01   8.49432498e-03
    2.10785288e-06   1.77380152e-03   8.92173121e-05   6.34620883e-05
    9.10114218e-03   3.02522985e-05]
 [  6.21983077e-07   1.09584408e-03   1.24903803e-04   9.94944870e-01
    1.25119459e-06   2.44187049e-05   1.13843610e-08   7.63149292e-04
    8.54941842e-04   2.18998734e-03]
 [  2.15788561e-04   5.30268044e-05   2.80999113e-02   5.76507300e-04
    9.30933595e-01   1.22362552e-02   2.53463853e-02   7.45463767e-04
    1.50036148e-03   2.92824669e-04]
 [  6.82801986e-03   2.60586850e-03   3.79850864e-01   1.44718634e-02
    2.88378101e-06   6.70421810e-04   3.11569758e-02   2.26547081e-06
    5.64405203e-01   5.59902037e-06]
 [  5.13022798e-08   3.85730594e-08   5.37827418e-06   1.94177960e-06
    9.99633312e-01   1.94076238e-05   2.37503209e-05   9.41379585e-06
    9.46049186e-05   2.12102605e-04]
 [  8.94753157e-06   8.43713991e-04   9.87781763e-01   2.84373946e-03
    1.21606269e-03   5.41908375e-05   6.78381789e-03   3.22903770e-06
    4.62282303e-04   2.33406308e-06]
 [  2.87351131e-01   1.56688548e-04   6.62610650e-01   1.41939684e-03
    7.81058407e-06   2.49432549e-02   4.91366605e-04   2.31229700e-03
    1.99661721e-02   7.41225434e-04]
 [  5.64758375e-04   3.14532663e-04   3.53396696e-04   9.01467502e-05
    4.91767460e-05   2.01892969e-03   9.94938374e-01   7.67594884e-07
    1.65990205e-03   1.00241887e-05]
 [  1.07592752e-03   9.41329563e-05   1.62381999e-04   1.03079044e-04
    1.27518842e-05   9.96045530e-01   2.62876652e-04   1.68516344e-05
    2.22269935e-03   3.74702040e-06]
 [  1.04322112e-06   3.92071699e-04   9.97903943e-01   1.16450130e-03
    6.04786655e-05   1.00591515e-05   3.62626924e-05   6.09878953e-07
    4.14696115e-04   1.63001860e-05]
 [  3.09277646e-04   3.45610519e-04   1.03998720e-03   9.75146711e-01
    8.86697580e-06   2.10703146e-02   2.78503903e-05   2.34855725e-05
    1.71592424e-03   3.11990065e-04]
 [  9.60213540e-04   9.50132072e-01   2.64261384e-03   1.27338096e-02
    1.28171651e-03   7.41623691e-04   5.60635095e-03   9.04988777e-03
    1.53256766e-02   1.52605481e-03]
 [  9.56522999e-04   2.31040787e-04   7.47383747e-04   5.04683012e-05
    2.55232654e-03   2.31909123e-03   9.92509365e-01   4.85105957e-05
    2.91704404e-04   2.93702760e-04]
 [  1.15935938e-04   3.39599252e-02   6.40960061e-04   4.53393353e-04
    6.36608060e-03   4.31101536e-03   9.43208098e-01   1.66443569e-05
    1.08217066e-02   1.06214320e-04]
 [  5.80026463e-05   4.77380538e-03   1.53615285e-04   9.61900223e-03
    1.33457184e-01   2.31417473e-02   1.55481946e-04   1.25222821e-02
    6.22925907e-03   8.09889615e-01]
 [  9.99993443e-01   5.57512300e-11   2.70913574e-06   1.71046448e-08
    1.99496766e-10   8.90188005e-07   7.48663265e-09   5.09142183e-07
    8.97973621e-07   1.49750008e-06]
 [  2.00721570e-05   1.78790387e-07   3.92123866e-06   2.89936579e-05
    3.63858112e-06   2.42561782e-05   5.90563265e-10   9.98649061e-01
    8.76351332e-05   1.18231867e-03]
 [  3.29158865e-07   6.84209008e-05   5.73871657e-05   5.77810546e-03
    2.00508634e-06   2.26811062e-05   2.32289143e-09   9.93697107e-01
    9.77091113e-05   2.76248931e-04]
 [  1.09489122e-02   1.83616721e-04   9.59511399e-01   6.26814412e-03
    1.57077645e-03   1.97069417e-03   1.72907326e-04   7.52903568e-03
    6.88122935e-04   1.11563019e-02]
 [  2.88352108e-04   3.58280067e-06   8.73750541e-05   3.42155865e-04
    4.16398825e-06   2.91335600e-05   1.60529552e-07   9.80595589e-01
    1.11901041e-04   1.85375810e-02]
 [  1.08799408e-03   1.18243247e-06   2.72918609e-04   8.68473653e-05
    1.53797700e-05   9.23991024e-01   7.28300959e-02   1.18252615e-06
    1.70891965e-03   4.40491567e-06]
 [  9.99987841e-01   6.32193560e-12   6.40003250e-08   7.61096288e-08
    5.02586550e-09   9.99731674e-06   1.37308052e-06   1.43789691e-07
    3.11460468e-07   2.84491488e-08]
 [  1.15071685e-04   1.51578162e-04   3.67757530e-05   4.26820712e-03
    4.74224649e-02   1.76808692e-03   5.77176388e-06   1.74218249e-02
    2.53437582e-04   9.28556800e-01]
 [  2.95251302e-05   4.39320866e-06   1.35600544e-03   6.25617336e-04
    1.65316783e-06   4.64105833e-05   1.41034604e-06   2.12847171e-05
    9.97900724e-01   1.29946557e-05]
 [  1.81724499e-05   3.74024647e-04   2.06876084e-05   3.23671004e-04
    1.14758015e-01   3.42820800e-04   1.39477788e-05   6.60901750e-03
    4.96911164e-03   8.72570574e-01]
 [  1.01014584e-05   3.27367488e-05   2.11473598e-05   2.13256571e-03
    6.97391927e-02   2.86841358e-04   5.27636348e-06   2.66284612e-03
    1.06292788e-03   9.24046338e-01]
 [  2.41774581e-02   7.91037673e-05   4.55655297e-03   1.74620980e-03
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    3.42863823e-05   6.29645016e-04   1.91707277e-05   4.67490929e-04
    4.22884157e-04   1.43424535e-04]
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    6.39991581e-01   7.87618291e-03   1.21427511e-04   4.28918526e-02
    4.86213574e-03   2.97179133e-01]
 [  4.50820880e-05   9.93777752e-01   1.80219853e-04   9.15121986e-04
    2.38064516e-04   4.14265742e-05   8.16225947e-05   2.46930029e-03
    1.54551782e-03   7.05713814e-04]
 [  2.04446632e-02   6.29097849e-06   2.14708201e-03   1.94352106e-05
    2.48288470e-05   1.10655166e-01   8.66090715e-01   3.48607188e-07
    6.01968612e-04   9.61151545e-06]
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    1.05915490e-07   3.46016895e-04   1.13139098e-08   1.70546933e-03
    3.34766955e-05   3.20848485e-04]
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    9.99794424e-01   6.35892548e-08   2.48790047e-06   2.47103117e-06
    6.92203741e-07   1.99639602e-04]
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    1.01421733e-07   1.59195159e-04   1.64694622e-08   3.52084761e-08
    4.90114838e-03   1.44067933e-04]
 [  5.54270053e-04   5.55178663e-03   3.11680324e-03   1.12872921e-01
    1.55257791e-01   1.07033439e-01   8.14001949e-04   7.50901038e-03
    1.45485163e-01   4.61804777e-01]
 [  2.63257581e-03   2.39125476e-03   5.69384620e-02   2.28041736e-03
    2.93794763e-03   5.29911965e-02   1.32330924e-01   2.23267372e-04
    7.46211410e-01   1.06256991e-03]
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    1.69391191e-04   9.78851438e-01   1.44030491e-04   3.37994483e-04
    5.13074687e-03   7.94453372e-04]
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    2.86821713e-08   7.13933605e-06   1.00631823e-05   4.26059705e-06
    5.74447654e-07   2.06134430e-07]
 [  2.76160390e-05   1.99488830e-02   4.50273557e-03   4.37340252e-02
    1.21544708e-05   4.48411825e-04   6.91655373e-07   9.05835450e-01
    1.98855177e-02   5.60454698e-03]
 [  4.64580444e-05   1.71009789e-03   9.96518731e-01   6.80530095e-04
    1.95648830e-08   2.47346306e-05   4.96010121e-04   1.03916831e-08
    5.23466151e-04   9.87285587e-10]
 [  1.27757767e-05   9.44924238e-07   2.00155264e-05   5.47349809e-05
    1.04446208e-07   1.43058918e-04   4.97232577e-07   1.66405448e-06
    9.99703348e-01   6.28604103e-05]
 [  6.72037667e-03   1.54425434e-04   1.97885139e-03   1.65705671e-04
    3.84616107e-01   4.01691571e-02   4.32864996e-03   6.75555784e-03
    3.01528394e-01   2.53582835e-01]
 [  2.00729977e-04   1.53300016e-06   3.51143419e-03   1.41125362e-04
    6.23958158e-06   1.36661265e-05   1.32432269e-05   8.68621792e-05
    9.92402315e-01   3.62284225e-03]
 [  8.92505777e-05   1.71021838e-05   9.97343304e-05   1.27004068e-05
    9.86033380e-01   6.32046314e-04   6.19982777e-04   6.28615671e-04
    3.61167331e-04   1.15060080e-02]
 [  2.92638942e-05   7.11176028e-07   1.02789002e-02   2.38851222e-04
    9.56367076e-05   6.31381408e-05   9.86527026e-01   3.78067307e-06
    2.74889218e-03   1.38885880e-05]
 [  9.89091873e-01   2.59770040e-05   1.78146409e-03   4.90386214e-04
    2.31786777e-04   7.89944141e-04   4.53349110e-03   2.37040198e-03
    5.79880201e-04   1.04703700e-04]
 [  1.53178422e-04   9.57156658e-01   1.02484319e-02   2.54447013e-03
    2.04054103e-03   5.48594864e-04   2.60659959e-04   1.24381308e-03
    2.56657358e-02   1.38081828e-04]]
INFO:tensorflow:global_step/sec: 156.188
INFO:tensorflow:loss = 0.109087, step = 10901
INFO:tensorflow:probabilities = [[  6.31370867e-09   8.45541805e-08   9.99988675e-01   1.10470173e-05
    2.50278820e-09   1.03994979e-09   1.18776200e-07   1.84507876e-08
    7.17997350e-09   3.10640319e-10]
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    1.09295431e-03   8.89368728e-03]
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    9.71081946e-03   6.52991948e-05   3.48071308e-06   1.64965708e-02
    1.48439687e-03   9.71502483e-01]
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    4.26359184e-04   9.74892497e-01]
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    3.72895796e-04   6.03210037e-06]
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    1.24039607e-05   1.48695515e-04]
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    3.35881375e-02   9.49103571e-03]
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    5.65891742e-06   1.07517769e-06]
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    9.94633913e-01   6.62914012e-04]
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    2.61709113e-02   3.85483727e-05]
 [  5.33685903e-04   5.31757157e-03   5.64665301e-04   2.17235065e-03
    2.27836236e-01   5.04654273e-03   3.29601840e-04   1.22567909e-02
    3.24667171e-02   7.13475823e-01]
 [  9.99883890e-01   5.37006717e-10   1.35184237e-05   2.05295714e-06
    7.02981851e-08   6.53021016e-06   2.20392371e-06   4.34113701e-07
    8.93214674e-05   1.97110353e-06]
 [  7.84407575e-07   5.46179365e-07   7.16595423e-06   1.17927957e-04
    3.92373437e-07   1.71821421e-06   6.56211266e-11   9.99631166e-01
    1.34746415e-06   2.38904686e-04]
 [  6.88301880e-05   2.78294887e-02   1.32344514e-01   6.40654415e-02
    4.09419322e-03   4.04358748e-03   1.28929680e-02   3.74228135e-03
    7.45332897e-01   5.58574125e-03]
 [  7.38768449e-06   5.21356071e-07   7.42009070e-05   1.90680498e-06
    2.37547094e-04   2.50280627e-05   9.99644876e-01   1.29619323e-07
    7.17665353e-06   1.35279527e-06]
 [  4.28369549e-06   1.21663588e-05   2.31211834e-05   9.94480610e-01
    6.48965255e-08   5.41737722e-03   1.12038563e-07   2.01454395e-06
    5.68277610e-05   3.48657113e-06]
 [  2.08908707e-04   1.60159288e-07   3.55246942e-03   1.64405867e-06
    1.04350302e-05   9.41969756e-06   9.96198833e-01   1.08027480e-08
    1.79278759e-05   9.27073032e-08]
 [  2.35049240e-03   3.43140018e-05   5.16495929e-05   6.09715818e-04
    4.55680229e-02   9.35642421e-01   8.92880466e-03   1.10661051e-04
    3.78335034e-03   2.92060641e-03]
 [  2.26555788e-03   5.11608832e-02   8.66568565e-01   4.88162823e-02
    4.12018817e-05   2.33616307e-03   2.19129887e-03   5.97334338e-06
    2.66057607e-02   8.25148709e-06]
 [  7.44523786e-05   6.69938174e-07   3.30170500e-04   4.76610905e-04
    1.70079004e-02   8.50903161e-05   7.68121936e-06   1.08250079e-03
    2.70039705e-03   9.78234589e-01]
 [  3.07467591e-04   8.16073893e-08   1.37379582e-04   6.41386407e-07
    3.59165060e-05   2.58371165e-05   9.99477804e-01   1.96927168e-08
    1.38755586e-05   1.11497332e-06]
 [  9.99766171e-01   2.30186403e-09   2.12672530e-05   9.69092889e-06
    4.90479017e-08   1.05656174e-04   5.58700740e-05   4.20126497e-07
    3.36123703e-05   7.29378780e-06]
 [  2.91556906e-04   1.58699753e-04   1.74112341e-04   3.33960019e-02
    3.36802259e-05   8.85328948e-01   7.67105746e-07   1.99403092e-02
    5.56480736e-02   5.02775749e-03]
 [  5.87411648e-08   2.01130952e-08   3.63840591e-05   5.72302454e-08
    2.43476650e-04   8.13202678e-06   9.99662876e-01   7.37677386e-09
    4.86934259e-05   2.36388942e-07]
 [  1.31924084e-04   2.35497441e-06   8.03833536e-05   2.72026882e-05
    1.34347274e-03   4.36889613e-03   9.93831515e-01   5.08482572e-07
    1.94918728e-04   1.88387421e-05]
 [  8.31396537e-05   3.65808523e-06   1.57066062e-03   6.55747997e-03
    2.21885307e-06   2.23330338e-03   2.13329986e-05   2.21623259e-06
    9.89442945e-01   8.30101999e-05]
 [  4.19918570e-06   1.61367240e-08   1.31290653e-06   5.99711882e-07
    9.95652258e-01   6.37089426e-04   6.76397685e-05   4.35147871e-04
    4.10788576e-04   2.79093930e-03]
 [  3.63272452e-03   1.85594782e-02   9.48666537e-04   9.44269355e-03
    1.31995501e-02   3.75758857e-02   8.90247285e-01   1.10939596e-04
    2.40323674e-02   2.25039828e-03]
 [  4.56144480e-04   2.31337981e-04   4.51449334e-04   8.46168041e-05
    2.56688730e-03   3.26926878e-04   1.19462400e-03   4.37228118e-05
    9.94508564e-01   1.35796756e-04]
 [  6.00179046e-05   1.30771106e-04   7.70887779e-03   5.87463321e-04
    1.53850742e-05   1.28114461e-05   4.36670319e-07   9.78219867e-01
    3.71117028e-04   1.28932931e-02]
 [  4.86766430e-06   5.03243058e-10   1.09272158e-07   8.97859627e-06
    3.27333964e-07   5.97764711e-06   4.90375015e-12   9.97522056e-01
    9.66869152e-07   2.45679310e-03]
 [  2.78854604e-05   9.87034380e-01   6.94218418e-03   1.31859968e-03
    5.50268633e-05   1.59328101e-05   4.03665799e-05   2.32318370e-03
    2.18455493e-03   5.78486579e-05]
 [  7.19436794e-04   1.87504731e-04   3.16584628e-04   4.18704760e-04
    1.29546776e-01   1.46832434e-03   5.79349173e-04   1.09275142e-02
    3.05569824e-03   8.52780104e-01]
 [  3.73508054e-04   6.66288426e-04   8.64310932e-05   3.62352497e-04
    1.85242062e-03   2.18495587e-03   5.65286382e-06   9.27954257e-01
    3.88853718e-04   6.61253110e-02]
 [  1.40889287e-01   1.59195988e-05   1.34173641e-03   4.18057665e-02
    4.71922164e-08   8.12771618e-01   2.48044016e-05   2.09985278e-03
    9.28724650e-04   1.22209880e-04]
 [  1.47446701e-02   1.03504246e-03   7.38374772e-04   1.32331112e-03
    2.56085441e-05   1.52852824e-02   1.44637030e-04   7.31371460e-04
    9.64746416e-01   1.22528221e-03]
 [  1.33721039e-06   3.16548181e-07   8.58658404e-06   1.59605838e-06
    9.97919738e-01   9.83243153e-05   5.60750428e-04   1.35334030e-05
    1.52910245e-04   1.24290201e-03]
 [  2.60989327e-04   5.31578225e-05   5.14860294e-05   4.21293335e-05
    7.06684450e-03   6.44834293e-03   9.85001564e-01   8.30344675e-07
    9.81485588e-04   9.31208415e-05]
 [  8.94702953e-06   3.72694603e-06   8.26542589e-07   5.99955581e-03
    1.71540023e-06   9.93884265e-01   1.39922247e-06   5.61004981e-07
    3.73122275e-05   6.16666075e-05]
 [  2.91916695e-06   1.43541329e-04   9.99775827e-01   7.18635056e-05
    1.50849200e-08   8.32628530e-07   1.10280746e-06   3.39798056e-08
    3.88097487e-06   4.92525076e-10]
 [  2.74243206e-03   4.98586893e-03   5.03316522e-04   2.92593613e-03
    5.46977390e-03   1.99621916e-02   9.23056960e-01   4.48005767e-06
    4.02763449e-02   7.26152939e-05]
 [  7.13484944e-04   3.81393215e-06   5.74876412e-06   9.27134044e-03
    3.81021353e-04   9.68356252e-01   5.52819699e-07   3.90949688e-04
    5.39913867e-03   1.54776387e-02]
 [  2.77495701e-07   1.54885436e-06   2.49164032e-06   1.56512018e-03
    1.86915692e-08   9.98008311e-01   1.75166065e-06   1.82111748e-08
    4.20225231e-04   1.84406190e-07]
 [  5.07531404e-05   9.94461536e-01   3.54659068e-03   1.31020526e-04
    7.57037051e-05   7.05156799e-06   1.14591014e-04   2.22572198e-04
    1.38064730e-03   9.64585342e-06]
 [  5.24305369e-06   2.32367370e-09   4.73063956e-05   4.78939981e-08
    2.33217925e-05   8.21456069e-06   9.99915242e-01   7.16419368e-09
    5.57936801e-07   1.65639467e-08]
 [  2.51203688e-04   2.64248356e-05   5.94614365e-04   2.35339776e-05
    9.72224414e-01   3.72114009e-03   1.84194092e-02   6.30086070e-05
    4.41363314e-03   2.62502552e-04]
 [  1.06181949e-03   8.88681370e-06   4.48766090e-02   4.37753163e-02
    1.27623753e-05   1.33041423e-04   1.24823953e-06   8.87156904e-01
    2.35111846e-04   2.27382220e-02]
 [  1.42943696e-04   7.78590620e-04   7.63503602e-03   1.64663289e-02
    2.12586619e-05   1.24691799e-03   1.28687479e-05   1.38449832e-03
    9.60483551e-01   1.18279578e-02]
 [  2.62015476e-03   2.85897346e-04   3.19183746e-04   1.27267661e-02
    1.96905938e-04   9.78235364e-01   2.36664759e-03   8.44632377e-05
    2.32296949e-03   8.41567758e-04]
 [  1.62941066e-03   9.68162239e-01   2.34324741e-03   3.54432594e-03
    3.11216549e-03   1.16504438e-03   2.11513648e-03   6.27516303e-03
    1.03865573e-02   1.26668904e-03]
 [  9.32449533e-04   3.40624974e-05   2.26094276e-01   7.71420538e-01
    7.15062242e-07   2.33783619e-04   2.97624560e-04   5.33068487e-06
    9.79740988e-04   1.54658187e-06]
 [  4.94930864e-05   6.42859641e-06   1.67218241e-05   7.92608596e-04
    1.71141335e-04   9.97342408e-01   1.02065576e-04   3.02590161e-05
    1.36569643e-03   1.23180362e-04]]
INFO:tensorflow:probabilities = [[  1.31622546e-05   5.86601127e-05   9.97573912e-01   1.23253081e-03
    5.61930756e-06   2.37012205e-06   4.36747405e-06   7.88287161e-06
    1.01819308e-03   8.33084487e-05]
 [  7.68298283e-04   4.70327650e-05   7.71520147e-03   2.49367626e-03
    5.45440025e-06   8.17523251e-05   2.86383539e-07   9.58452463e-01
    3.03388922e-04   3.01325079e-02]
 [  4.56312591e-05   9.96755540e-01   4.43944504e-04   6.64663268e-04
    1.08734152e-04   2.64680966e-05   1.02014077e-04   4.65978053e-04
    1.35822326e-03   2.85816041e-05]
 [  9.99983072e-01   6.07106698e-10   1.16854399e-05   1.36815390e-06
    3.44589413e-10   2.83678219e-06   8.49327876e-07   4.14258459e-08
    2.54009109e-07   4.82884737e-08]
 [  4.78929508e-07   3.19751024e-07   6.93953247e-04   5.15784370e-04
    2.81106848e-02   1.04701059e-04   2.89062950e-06   1.04882680e-02
    1.86635923e-04   9.59896207e-01]
 [  4.22295794e-04   1.01776470e-06   1.44048101e-06   3.41271552e-05
    4.06139179e-06   9.98420477e-01   8.57013656e-05   5.37787946e-06
    9.97057417e-04   2.84865800e-05]
 [  1.58745968e-06   9.97745097e-01   2.22221406e-05   1.66943588e-03
    1.03373561e-04   1.81331379e-05   2.40028785e-05   9.81991616e-05
    1.25299790e-04   1.92664214e-04]
 [  9.72860813e-01   7.73560350e-06   1.34718679e-02   7.00129429e-04
    1.48357110e-04   2.91974284e-03   1.01489662e-04   2.90964055e-03
    2.90993438e-03   3.97030171e-03]
 [  5.52110393e-08   6.42467635e-10   9.99996185e-01   3.64564085e-06
    1.24204103e-09   6.98508543e-11   1.18014611e-07   5.54521047e-11
    1.68134786e-08   2.38704195e-10]
 [  2.25120675e-06   1.39599524e-05   1.41180699e-05   8.23051087e-05
    7.86695164e-03   1.46633232e-04   9.27371559e-07   1.14605296e-03
    3.13088531e-04   9.90413725e-01]
 [  1.02295942e-07   5.32705030e-07   7.98289511e-06   4.39014798e-07
    9.99714196e-01   5.98948391e-05   1.87532496e-05   4.92839899e-05
    2.34959134e-06   1.46393286e-04]
 [  4.32225170e-05   8.14289979e-06   5.96953032e-04   3.12339694e-06
    6.69469759e-02   6.22235748e-05   9.31402862e-01   1.74510405e-05
    2.85635488e-05   8.90569354e-04]
 [  5.41011616e-07   6.36722888e-08   3.21313913e-04   9.99636531e-01
    3.32068761e-10   9.96107246e-06   7.64310115e-10   3.79817378e-09
    3.16173027e-05   3.59391450e-08]
 [  8.06769822e-05   3.16773843e-08   9.99827504e-01   2.36225496e-05
    4.66446881e-10   9.82379061e-06   2.02796443e-07   2.63528455e-06
    5.35420186e-05   1.98071734e-06]
 [  1.40513548e-05   9.59123135e-01   8.46450159e-04   2.08290480e-02
    1.27067335e-03   3.28656007e-03   9.37871300e-05   1.16242310e-02
    2.06800457e-03   8.44134891e-04]
 [  1.49614459e-06   4.54043025e-08   8.24138915e-05   3.89763137e-08
    9.99298930e-01   1.30037070e-05   5.17310764e-05   2.47518998e-04
    1.33079702e-05   2.91475182e-04]
 [  1.58796820e-06   1.23879192e-06   1.43472607e-06   2.52975296e-05
    1.30405196e-03   2.24831965e-04   1.60294391e-07   1.31773250e-03
    2.66008719e-04   9.96857643e-01]
 [  2.23176973e-03   3.63294065e-01   2.78261006e-01   4.11862805e-02
    7.20444659e-05   2.87625045e-01   2.49206834e-02   1.01148762e-04
    2.25573638e-03   5.22406517e-05]
 [  5.39235286e-02   2.30928072e-05   5.89818414e-03   2.85055161e-01
    1.28448370e-03   6.12607718e-01   1.46122905e-03   2.42731956e-04
    3.45431007e-02   4.96074976e-03]
 [  1.16163290e-04   9.89256680e-01   2.62321089e-03   6.37055258e-04
    1.68385770e-04   2.63686925e-05   5.00696071e-04   4.35846532e-03
    2.12262687e-03   1.90174047e-04]
 [  2.22983435e-04   4.10417677e-04   8.96240643e-04   5.69158699e-03
    1.38218929e-05   2.42113674e-04   2.38286717e-07   9.82455492e-01
    7.22585944e-04   9.34449397e-03]
 [  2.48159949e-07   7.71405408e-04   9.96444285e-01   1.71152665e-03
    8.24993458e-06   1.81566538e-05   2.20514376e-05   1.57717892e-04
    8.65052687e-04   1.28069735e-06]
 [  2.00082068e-04   8.71884185e-05   2.00702023e-04   1.53586024e-03
    7.38305598e-03   5.54737635e-04   2.50891990e-05   9.77108777e-01
    1.67175778e-04   1.27373254e-02]
 [  9.97766733e-01   1.41408685e-09   2.21391630e-04   2.50065455e-07
    2.15372822e-07   1.05488061e-05   5.28362689e-05   3.04828369e-04
    1.27962528e-06   1.64187467e-03]
 [  2.63547595e-03   1.97676823e-01   9.27157924e-02   2.37798929e-01
    4.20531524e-06   3.28011870e-01   3.14268842e-03   1.28171727e-04
    1.37845978e-01   4.00728495e-05]
 [  1.54805882e-03   4.01661731e-03   2.93318685e-02   1.25656009e-03
    2.60987312e-01   6.48252200e-03   6.93057835e-01   2.59300505e-05
    1.34270394e-03   1.95052114e-03]
 [  9.90442336e-01   1.67794951e-07   1.39543856e-03   2.04658463e-05
    3.63482286e-06   7.09990133e-03   9.36983153e-04   1.14895438e-05
    5.61339111e-05   3.35010045e-05]
 [  1.18807940e-04   2.84748967e-03   3.68396759e-05   1.40602477e-02
    1.31493341e-02   7.46672181e-03   3.50154842e-05   2.17578821e-02
    3.80065921e-03   9.36727047e-01]
 [  9.59284516e-05   9.90031123e-01   2.48127431e-03   2.37479550e-03
    2.91685865e-04   6.13242810e-05   5.50280907e-04   1.69568521e-03
    2.03895895e-03   3.78791039e-04]
 [  2.12319833e-07   1.02934858e-03   9.96235669e-01   1.74255343e-03
    6.58820625e-07   4.53008352e-06   5.32151603e-07   9.29496950e-04
    5.55878942e-05   1.46363266e-06]
 [  3.77353587e-07   1.66433194e-04   4.02824007e-05   5.53970574e-04
    6.14119126e-05   6.87077001e-04   1.18973085e-05   1.77443668e-04
    9.98266518e-01   3.46638626e-05]
 [  6.01961045e-04   5.56004047e-03   9.19028997e-01   6.59272000e-02
    4.29043488e-04   6.88117056e-04   2.07739155e-04   3.37458390e-04
    6.41023554e-03   8.09181714e-04]
 [  2.51565616e-05   3.20388317e-05   3.19458381e-03   1.81735944e-04
    9.79963005e-01   1.40302393e-04   1.96706667e-03   2.08718295e-04
    3.98409844e-04   1.38890576e-02]
 [  2.89002812e-04   1.67567574e-04   7.15014248e-05   7.70575702e-02
    7.24694284e-04   9.14951742e-01   4.65281300e-06   2.87048460e-04
    5.90107124e-03   5.45105431e-04]
 [  9.99977589e-01   3.79913071e-12   3.71775371e-07   1.27907285e-07
    3.42075361e-11   1.97799163e-05   5.08822247e-08   8.79071571e-09
    2.12199939e-06   3.08370289e-08]
 [  8.19571549e-04   3.84781952e-03   7.04539381e-03   9.81027484e-01
    3.30184375e-05   1.01415999e-03   9.64978419e-04   1.27286485e-05
    5.15352516e-03   8.14166269e-05]
 [  3.45117792e-06   1.14303710e-07   8.72335704e-07   7.09846381e-06
    9.85505939e-01   5.08735247e-05   2.35943953e-05   2.84276973e-03
    1.39003387e-04   1.14262318e-02]
 [  4.98518406e-04   1.61079447e-06   4.80480703e-05   2.08295518e-04
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    1.47781437e-04   1.36611832e-03]
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    9.13278374e-04   6.32815203e-03]
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    2.68630823e-03   1.35334656e-01]
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 [  7.31202017e-05   1.92683838e-05   1.54254884e-01   1.16502590e-04
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    2.26681266e-04   5.28176024e-05]
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    6.41871127e-04   4.84496813e-05   1.55442714e-04   9.88407828e-06
    1.62908764e-04   1.06424908e-04]
 [  6.34033267e-06   3.53611407e-09   2.24420162e-07   6.33983436e-05
    1.87913668e-06   1.28203619e-05   2.18379514e-09   9.99750197e-01
    3.52669599e-06   1.61628006e-04]
 [  2.86804807e-05   6.89868990e-04   1.43940677e-03   1.56821698e-01
    6.99677551e-03   7.00817443e-04   1.14232171e-06   7.61161625e-01
    2.78043328e-03   6.93794787e-02]
 [  9.41767867e-05   3.97453259e-05   9.99560773e-01   2.73646183e-05
    1.43827563e-07   1.00581292e-05   2.58416141e-04   4.27798142e-07
    8.84060864e-06   2.20567120e-08]
 [  1.93473934e-05   1.83134733e-04   3.53584328e-04   7.81726631e-05
    9.92040157e-01   3.84933286e-04   2.48989835e-03   3.95476120e-04
    1.05876755e-03   2.99659721e-03]]
INFO:tensorflow:global_step/sec: 156.265
INFO:tensorflow:loss = 0.191261, step = 11001
INFO:tensorflow:probabilities = [[  1.01815572e-03   8.31967473e-01   4.67786901e-02   3.96757871e-02
    1.43262828e-02   9.15302138e-04   1.13881635e-03   4.88256104e-03
    5.88912889e-02   4.05653962e-04]
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    8.93085889e-05   3.63396903e-05]
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    1.89931450e-06   5.12225706e-05]
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    1.04552719e-05   1.18212549e-04]
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    3.24611403e-02   6.31634146e-02]
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    5.95783240e-06   2.98410159e-04]
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    7.99691305e-04   6.17085050e-07]
 [  7.24268102e-06   1.84628743e-06   1.56807419e-05   1.06573832e-04
    1.10400254e-06   3.05370886e-05   5.58944224e-09   9.91330504e-01
    8.80691514e-05   8.41844082e-03]
 [  4.85451146e-08   3.84147455e-07   7.40218957e-06   2.17788215e-06
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    2.10909090e-09   6.13176497e-03   1.69866246e-06   2.63024791e-04
    3.76264870e-05   1.04183882e-05]
 [  1.54962763e-04   2.85056103e-07   2.60711939e-04   4.36327468e-07
    9.18763471e-05   5.19321184e-05   9.99366820e-01   3.10895452e-08
    6.58739373e-05   7.19570789e-06]
 [  2.67337455e-05   3.45748631e-05   8.77163315e-04   1.98277194e-04
    3.69976369e-05   6.12570730e-04   5.41515110e-05   1.17533791e-05
    9.98121202e-01   2.65850140e-05]
 [  7.69824983e-05   2.45351725e-06   1.05486554e-03   1.65139232e-03
    3.43109787e-06   1.03973667e-03   2.95247482e-05   1.89119164e-05
    9.95831549e-01   2.91250733e-04]
 [  9.99918103e-01   8.93982721e-10   9.83053383e-07   2.66183875e-08
    3.13151673e-08   6.27076224e-05   1.52456405e-05   1.63242689e-07
    2.12254690e-06   7.23429935e-07]]
INFO:tensorflow:probabilities = [[  9.96834695e-01   6.82560142e-08   9.04427317e-04   1.65326837e-05
    7.76391826e-05   8.41915084e-04   8.25082709e-04   5.97506405e-05
    3.38615035e-04   1.01238460e-04]
 [  1.81359035e-04   6.48500677e-03   4.37917514e-03   7.79035807e-01
    7.02514360e-03   1.76181097e-03   2.38806224e-05   3.34959589e-02
    2.29475386e-02   1.44664258e-01]
 [  2.35277668e-07   2.89860780e-09   9.99972701e-01   2.71047629e-05
    2.39682059e-11   2.57200439e-09   1.80818631e-08   1.28513422e-08
    6.89917790e-10   1.03885572e-11]
 [  1.08650172e-04   1.30931323e-04   2.26689391e-02   6.43687043e-03
    7.15541129e-04   6.58729550e-05   6.27982954e-04   8.44136375e-05
    9.66805518e-01   2.35528313e-03]
 [  8.36323935e-08   2.04541406e-09   1.42298697e-08   5.91428307e-06
    5.76713035e-07   3.78240742e-07   1.61156838e-10   9.99662519e-01
    2.47422577e-06   3.28101625e-04]
 [  3.76501732e-04   2.08698009e-04   5.21692773e-03   1.76047819e-04
    1.01610702e-02   1.36465474e-03   9.81580317e-01   9.87294843e-05
    5.41435787e-04   2.75599363e-04]
 [  1.49515385e-04   1.56833309e-07   5.28590317e-06   7.10174645e-05
    3.26772097e-05   9.98921871e-01   7.80548376e-04   9.40132452e-07
    3.35208169e-05   4.49493109e-06]
 [  5.36835273e-07   2.36688948e-06   8.56052066e-06   4.99654452e-05
    4.18993868e-02   3.42170133e-05   7.96236577e-07   2.20221397e-03
    2.38562861e-04   9.55563366e-01]
 [  3.21657571e-04   8.17640539e-05   6.79304497e-03   1.43935424e-04
    4.39875002e-04   2.67728115e-04   1.18589809e-03   1.25278193e-05
    9.90434647e-01   3.18918610e-04]
 [  2.26977840e-02   2.09279620e-04   1.68343016e-04   3.02889603e-05
    7.11322791e-05   4.05164063e-01   5.57170510e-01   3.38309491e-07
    1.44863958e-02   1.85656893e-06]
 [  8.05325224e-04   6.89959998e-05   2.20505963e-03   1.53352084e-04
    1.04560331e-02   1.81337411e-03   9.81536686e-01   5.58245956e-05
    2.79469811e-03   1.10514469e-04]
 [  4.23070102e-04   4.42301171e-05   3.33943499e-05   1.27721069e-04
    5.90289652e-04   9.95527089e-01   4.37593437e-04   7.17325427e-04
    1.69035443e-03   4.09020169e-04]
 [  3.21461290e-01   2.85377000e-02   6.70799538e-02   8.87520835e-02
    6.39505778e-03   3.01759355e-02   1.49475902e-01   2.09426899e-02
    2.53679693e-01   3.34997177e-02]
 [  8.97097152e-07   9.39221866e-03   9.63625073e-01   2.41967477e-02
    1.87211683e-07   6.24189306e-06   6.69535348e-06   1.72348300e-05
    2.75450549e-03   9.35803683e-08]
 [  9.99772489e-01   8.86807339e-09   4.58562827e-05   1.18438720e-05
    1.31495492e-09   1.61833188e-04   1.17012041e-06   3.00022378e-07
    3.17617582e-06   3.18164507e-06]
 [  9.71321725e-08   1.53684326e-07   3.93390167e-07   9.34052650e-07
    9.98177052e-01   2.29379890e-04   2.73790120e-05   7.02316291e-04
    6.14173594e-04   2.48171185e-04]
 [  2.80971581e-04   2.20715665e-04   4.19898948e-04   3.02206608e-04
    2.42920071e-01   1.24270120e-03   9.79854609e-04   1.04018506e-02
    2.93482444e-03   7.40296900e-01]
 [  7.45914292e-07   3.14696678e-08   5.83280979e-08   1.76690200e-08
    9.99871135e-01   2.57828542e-05   9.57202792e-06   9.62951708e-06
    5.84244990e-05   2.46212094e-05]
 [  6.11592914e-05   9.89417613e-01   3.36484838e-04   4.69789986e-04
    2.19340276e-04   6.14287681e-04   3.88984103e-03   2.53844737e-05
    4.93327668e-03   3.27614143e-05]
 [  2.74824997e-05   4.77940966e-06   6.79862744e-04   1.09682558e-03
    1.20032273e-05   1.25793461e-03   9.10269373e-05   7.10788981e-07
    9.96801376e-01   2.80093664e-05]
 [  9.80479956e-01   7.72678277e-07   1.25788581e-02   1.52170658e-03
    2.69069028e-06   9.03379230e-04   4.41007316e-03   5.89651063e-06
    3.57212812e-05   6.08538976e-05]
 [  1.71466490e-05   1.88481959e-08   5.94095627e-06   2.86217733e-06
    6.33916003e-04   4.82989890e-06   4.69795111e-07   1.16870133e-03
    3.95006873e-03   9.94216025e-01]
 [  5.24157599e-07   2.81601416e-07   2.65468116e-05   9.99881864e-01
    6.99573661e-08   7.46922451e-05   2.53634580e-09   1.03294290e-07
    8.06026492e-06   7.73235024e-06]
 [  4.34534997e-03   2.07596458e-05   1.20542780e-03   1.99644655e-01
    2.68279342e-04   6.57339334e-01   1.68562576e-03   5.18959714e-05
    1.30513340e-01   4.92526544e-03]
 [  4.59081028e-03   5.87129034e-06   1.25740771e-04   3.23321547e-05
    2.88749044e-03   9.34413671e-01   5.54944053e-02   1.06496714e-06
    2.44190986e-03   6.55048461e-06]
 [  2.76523235e-04   6.90234918e-03   5.66319504e-04   7.88911802e-06
    1.44224428e-03   1.12339517e-03   1.28050474e-03   4.23291967e-05
    9.88076925e-01   2.81465094e-04]
 [  2.07437392e-04   2.38588284e-04   9.61488811e-04   1.80211693e-01
    3.69388567e-06   8.12480748e-01   1.00239262e-03   6.21192085e-05
    4.81440360e-03   1.74900579e-05]
 [  3.13738783e-05   9.96513188e-01   3.20607971e-04   8.97995778e-04
    1.36590197e-05   4.39030810e-05   1.98938378e-05   6.72582188e-04
    1.42651971e-03   6.03019544e-05]
 [  3.39439342e-04   5.30782435e-03   8.68842471e-03   2.65304353e-02
    4.10834653e-03   6.59689587e-03   2.99822586e-03   4.32232009e-05
    9.45041955e-01   3.45297245e-04]
 [  6.14710734e-05   1.08526217e-06   9.99675155e-01   1.69789870e-04
    8.94036657e-06   3.16783280e-06   2.96741541e-06   5.27425109e-05
    9.48556499e-06   1.50447650e-05]
 [  2.59166787e-04   2.65235850e-03   9.55773830e-01   2.66267490e-02
    1.92904286e-03   1.01696618e-03   2.39909044e-03   3.84971709e-03
    4.98519326e-03   5.07817953e-04]
 [  7.87976605e-05   6.36995946e-06   3.61703860e-04   4.53295745e-03
    9.62065998e-03   8.46625713e-04   9.30670285e-06   1.56076094e-02
    2.30121019e-04   9.68705833e-01]
 [  6.11332434e-05   1.58560833e-05   9.51526978e-04   2.54845872e-05
    9.75487565e-05   1.86586098e-04   1.15138551e-04   3.08481026e-06
    9.98484552e-01   5.91466196e-05]
 [  3.51431838e-04   9.48099682e-07   1.31559773e-05   4.85707869e-06
    1.07773929e-03   6.00869656e-02   9.37735438e-01   4.08554168e-09
    7.29011546e-04   6.00295323e-07]
 [  7.16845912e-04   1.44317572e-03   4.49650362e-03   5.10960281e-01
    9.85900057e-04   9.63820294e-02   2.87889474e-04   7.12392502e-05
    3.62271339e-01   2.23848280e-02]
 [  9.70413559e-04   3.70946437e-01   5.73946595e-01   5.30342944e-03
    2.74487160e-04   5.90062002e-03   3.22004333e-02   1.92894091e-04
    1.02483146e-02   1.64455050e-05]
 [  9.97306466e-01   7.22001943e-08   8.54384707e-05   1.37651102e-06
    2.25340031e-08   1.32184388e-04   2.44847196e-03   9.91345885e-08
    2.48141932e-05   8.33659669e-07]
 [  4.38683230e-04   3.68274818e-03   1.11972447e-03   6.63288264e-03
    2.44026836e-02   4.24800720e-03   1.56381156e-03   6.83043851e-03
    3.02565187e-01   6.48515821e-01]
 [  4.65229917e-08   6.58554563e-05   2.70971359e-04   6.15775846e-02
    1.45724027e-06   2.77692880e-06   4.53218263e-09   9.36172545e-01
    1.76680018e-03   1.41990531e-04]
 [  8.49297157e-06   2.97407561e-04   1.29895273e-03   1.81598577e-03
    1.31986258e-06   2.81929351e-06   9.32461859e-08   9.81537700e-01
    7.82060146e-04   1.42550813e-02]
 [  1.44620775e-04   1.72808417e-03   3.27539723e-03   2.20635615e-04
    1.92606775e-03   1.19453191e-03   9.90703881e-01   3.61498496e-05
    7.03011814e-04   6.75238625e-05]
 [  3.96487121e-05   9.92242754e-01   5.34260354e-04   6.54722506e-04
    5.59700653e-04   6.23638698e-05   8.53538106e-04   3.85154737e-04
    4.59782546e-03   7.00653181e-05]
 [  9.18746984e-04   1.42168094e-04   4.39762334e-05   2.48660246e-04
    1.15379457e-07   9.96433020e-01   8.73095996e-05   1.41067712e-05
    2.11063772e-03   1.21777703e-06]
 [  3.30188413e-05   9.79921222e-01   1.22213841e-03   8.27874057e-04
    2.97757622e-04   1.18674243e-05   1.49661920e-03   8.81996675e-05
    1.60819069e-02   1.92181997e-05]
 [  7.22708355e-05   9.92637753e-01   1.20687170e-03   6.50435628e-04
    1.09824156e-04   5.21312359e-05   7.97717017e-04   1.06898136e-03
    3.30120884e-03   1.02703845e-04]
 [  4.92892068e-05   1.80016661e-06   1.28437096e-04   1.97490754e-05
    2.90759897e-04   4.34388779e-02   4.92791994e-04   9.15851560e-05
    9.55125570e-01   3.61184240e-04]
 [  5.50629979e-04   1.80060847e-03   6.95515482e-04   1.10976386e-03
    7.38404751e-01   7.71358423e-03   4.69307532e-04   1.66143924e-02
    3.70524568e-03   2.28936136e-01]
 [  2.25392554e-07   5.22689515e-06   9.99963284e-01   2.79686283e-05
    3.15841390e-07   7.27960199e-08   2.28230738e-06   5.16852538e-07
    5.77398147e-08   1.83225950e-08]
 [  1.26633828e-03   1.31346795e-04   9.33308959e-01   5.11578610e-03
    7.33553898e-03   1.62821170e-02   2.90295808e-03   2.43884017e-04
    1.79830268e-02   1.54300360e-02]
 [  2.37856046e-04   2.66228511e-07   9.98916745e-01   3.11068870e-04
    2.06545928e-06   3.02135395e-05   3.55779885e-05   1.53418823e-05
    4.49533720e-04   1.34014306e-06]
 [  9.99809921e-01   2.96895619e-10   1.12349317e-05   1.75435503e-07
    7.22256283e-11   1.57115544e-04   2.12743926e-05   3.21117781e-08
    5.32601575e-07   2.66602189e-08]
 [  2.23574716e-06   9.15200147e-08   2.36193900e-05   1.36168325e-07
    3.14687117e-04   1.14432105e-05   9.99644160e-01   1.67986833e-08
    3.42516046e-06   6.69121505e-08]
 [  1.15986941e-05   4.68637409e-05   1.18162010e-04   9.97154713e-01
    4.00117329e-07   1.06319750e-03   2.48103582e-08   1.68761126e-05
    3.36257857e-04   1.25189754e-03]
 [  3.41879204e-04   9.76394236e-01   1.18246730e-02   3.79706942e-03
    2.28030561e-03   2.30582446e-04   4.46707243e-04   5.90116542e-04
    4.05456731e-03   3.99257224e-05]
 [  1.23177351e-05   3.68691246e-07   9.33000194e-07   1.08391323e-05
    1.19654078e-05   2.41595899e-05   3.16498863e-08   9.99441922e-01
    6.12503845e-06   4.91350773e-04]
 [  2.66290419e-02   1.08222835e-01   2.12388858e-02   3.21200788e-01
    7.06245017e-04   1.34610105e-03   2.95063085e-03   3.40431393e-03
    5.00679612e-01   1.36215165e-02]
 [  6.62121805e-04   9.87517706e-06   7.50284351e-04   9.90893722e-01
    3.52866437e-07   2.01355456e-03   2.43624754e-07   5.01801878e-05
    5.58285555e-03   3.67620087e-05]
 [  4.64025477e-04   4.76631831e-04   1.31782109e-03   4.25976701e-02
    2.87685054e-03   8.08996677e-01   2.42608972e-03   2.18328065e-03
    1.26335502e-01   1.23254415e-02]
 [  1.44230769e-04   4.72663805e-06   6.16182713e-03   5.54080238e-04
    1.11385907e-05   3.10065807e-05   2.32675337e-08   9.63853180e-01
    5.77688661e-05   2.91820690e-02]
 [  6.29147326e-05   1.30801698e-06   8.66816845e-04   1.01546531e-04
    4.68555000e-03   2.81197972e-05   8.97819518e-06   2.67347973e-03
    2.07720717e-04   9.91363525e-01]
 [  1.80035222e-05   9.93388057e-01   3.05933063e-04   3.49931093e-03
    5.52578422e-05   4.07971056e-05   7.30167667e-05   2.26023328e-03
    2.80745589e-04   7.84583244e-05]
 [  2.19073656e-04   2.58301297e-04   3.76187265e-03   5.47516812e-03
    4.36837040e-02   1.39923615e-03   3.45824847e-05   1.83697958e-02
    5.38278092e-03   9.21415508e-01]
 [  4.12565365e-04   9.84292388e-01   2.26870063e-03   4.14871494e-04
    4.29691252e-04   3.08420567e-05   1.14552258e-03   3.68435394e-05
    1.09555908e-02   1.29246437e-05]
 [  3.67998262e-04   2.66430397e-05   4.90148028e-04   1.40556103e-05
    1.24953839e-03   1.05304853e-03   9.96515870e-01   1.12271928e-05
    2.03145770e-04   6.82572572e-05]
 [  2.90205498e-04   2.56197382e-05   2.70641089e-04   4.55761841e-03
    1.02945260e-05   3.78394965e-04   8.39994755e-07   9.92017269e-01
    7.45671787e-05   2.37452146e-03]
 [  3.75806776e-05   1.16643332e-05   9.98958826e-01   8.28776218e-04
    6.45936415e-09   5.40026522e-05   4.56492216e-06   3.40102793e-06
    1.01137433e-04   4.24370974e-08]
 [  2.40578875e-03   2.61102192e-04   5.89021780e-02   4.13803034e-04
    7.40239397e-04   3.17963213e-03   9.17621136e-01   5.51025907e-04
    1.58557799e-02   6.93119218e-05]
 [  1.49358839e-05   8.43839662e-04   9.88704145e-01   9.84268263e-03
    4.93239360e-09   2.71980889e-06   5.25735331e-08   5.72057848e-04
    1.89781749e-05   5.71475141e-07]
 [  1.82052128e-04   2.30478847e-07   1.53826591e-07   1.93533557e-03
    1.08702434e-05   9.83225107e-01   6.18603568e-09   2.06703995e-03
    3.63303581e-03   8.94620921e-03]
 [  8.18322733e-05   9.96099710e-01   3.50259099e-04   1.27747084e-03
    7.86870514e-05   1.33725887e-04   3.69215064e-04   4.52291104e-04
    1.09572685e-03   6.10134630e-05]
 [  5.84354699e-01   4.72031410e-08   2.82501453e-04   3.95116876e-06
    2.67482072e-04   1.43709965e-03   4.13554102e-01   1.61600030e-06
    9.79413671e-05   5.51181927e-07]
 [  6.54126778e-02   7.00113783e-03   7.98254550e-01   5.34387827e-02
    5.20736785e-06   3.20093594e-02   1.40956463e-02   9.43147825e-05
    2.96847355e-02   3.48150161e-06]
 [  4.95223270e-04   5.97831153e-04   8.86274517e-01   1.07071824e-01
    7.76068948e-04   1.15792558e-04   2.31373077e-03   4.40133990e-05
    1.97141548e-03   3.39508377e-04]
 [  9.58446835e-05   9.90828276e-01   2.02030665e-03   3.00450018e-04
    2.70486897e-04   1.78648752e-05   3.04182037e-03   2.75755767e-04
    3.06525058e-03   8.40011999e-05]
 [  2.05448538e-04   6.29375875e-03   3.48231494e-02   5.51983539e-05
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    5.93118719e-04   9.88860428e-01]
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    1.42730755e-06   1.07951792e-05]
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    6.08941264e-05   3.22411580e-07]
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    1.36343879e-03   1.38810705e-04]
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    3.69310705e-03   5.13264495e-05   4.48990924e-08   2.05375142e-02
    1.65080681e-04   9.75417972e-01]
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    9.99585688e-01   2.58366290e-05   1.80519550e-04   1.80419320e-05
    1.82243020e-05   1.29243897e-04]
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    5.97750244e-04   1.85497574e-05   9.99201119e-01   9.21449015e-08
    3.12536904e-05   1.28397255e-06]
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    5.39450014e-07   9.85021114e-01   7.24142010e-05   2.27476647e-07
    8.25958140e-03   7.75279295e-06]
 [  8.41638669e-02   3.95205325e-06   8.95991862e-01   1.23024760e-02
    1.32958951e-06   6.72738301e-04   2.93791936e-06   4.40339418e-03
    6.72713562e-04   1.78492663e-03]
 [  4.14700189e-05   3.00158808e-05   1.09494070e-03   1.41665712e-03
    8.83892551e-03   1.28005791e-04   2.17685265e-05   3.97524536e-02
    2.05720915e-03   9.46618557e-01]
 [  9.89252567e-06   1.87978765e-06   2.02649448e-04   4.09456061e-06
    9.95358050e-01   3.49969087e-05   4.15918557e-03   1.38217138e-05
    1.12155984e-04   1.03350518e-04]
 [  1.49071695e-07   1.55866686e-09   2.69222089e-09   3.27446151e-06
    2.17817462e-08   7.11037501e-07   2.85951601e-12   9.99919176e-01
    2.53391779e-08   7.66024314e-05]
 [  2.08054800e-04   7.05656111e-01   2.75168508e-01   2.73876078e-03
    7.99135341e-06   7.82112693e-05   1.44479722e-02   4.85045075e-06
    1.68932159e-03   1.68946229e-07]
 [  1.26388397e-06   7.21220204e-08   9.99239087e-01   6.99529250e-04
    3.23489485e-10   5.54808821e-07   1.38992773e-08   5.80425803e-05
    2.63364683e-07   1.20271363e-06]]
INFO:tensorflow:global_step/sec: 160.102
INFO:tensorflow:loss = 0.230156, step = 11101
INFO:tensorflow:probabilities = [[  8.97426680e-02   1.34225294e-03   2.88805948e-03   1.25233550e-03
    1.02364935e-01   3.85446399e-02   6.94374815e-02   1.27279507e-02
    5.51057011e-02   6.26594007e-01]
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    2.98071047e-03   1.89950690e-04]
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    7.95091546e-05   7.37566950e-08]
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    1.29733058e-02   1.07357046e-05]
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    2.24461459e-04   2.70649994e-04]
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    1.77103948e-06   4.81426898e-09]
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    3.89625365e-03   8.61611843e-01]
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    3.25235276e-04   4.72632906e-04]
 [  6.14474937e-02   2.39806172e-06   1.47595259e-04   9.02628973e-02
    3.64366656e-07   8.40946078e-01   1.89358798e-05   1.05206245e-05
    7.09173456e-03   7.19575619e-05]
 [  7.58229580e-05   6.35316028e-05   1.79568550e-03   3.21491528e-03
    1.53230794e-03   7.40881427e-04   1.26936159e-03   1.90869650e-05
    9.88854766e-01   2.43365415e-03]
 [  2.02934098e-06   9.97579753e-01   6.30931580e-04   9.91873560e-04
    2.04819025e-05   4.33700698e-05   2.81623470e-05   1.04998675e-04
    5.65789989e-04   3.25591645e-05]
 [  8.78291030e-06   7.91619896e-05   2.46441823e-06   1.03219890e-03
    1.41201614e-04   5.63196023e-04   1.48009264e-07   9.30414498e-01
    3.29841496e-05   6.77253455e-02]
 [  9.99310255e-01   1.29338007e-09   6.80444209e-05   5.82046960e-05
    1.21387803e-10   5.54092752e-04   1.04158448e-06   4.08268033e-06
    3.37177107e-06   9.98481255e-07]
 [  1.85952125e-08   1.56606533e-04   9.99420285e-01   4.05845320e-04
    9.73575084e-07   5.39433950e-06   8.91140462e-06   1.42903119e-07
    1.92544985e-06   3.30900427e-08]
 [  4.16023795e-07   1.54172461e-08   3.40216466e-05   2.20814904e-08
    7.93797699e-06   1.03566290e-05   9.99945283e-01   3.68587175e-11
    1.93384449e-06   4.97013408e-09]
 [  1.14273263e-07   1.42026963e-07   1.41489181e-05   9.99890566e-01
    2.73626055e-09   2.52911486e-05   1.51936283e-10   1.32835567e-05
    2.18910700e-05   3.45716689e-05]
 [  2.20090151e-03   9.44297179e-04   1.71969663e-02   1.33017160e-03
    1.56916291e-01   5.42799011e-02   1.44308917e-02   2.17431947e-03
    7.43423402e-01   7.10290018e-03]
 [  7.54957500e-06   5.07926750e-08   3.79197644e-07   8.96550500e-06
    9.39297297e-06   1.70179683e-05   5.33440714e-09   9.97127354e-01
    9.62630929e-06   2.81969737e-03]
 [  4.44988018e-06   7.57148257e-07   9.59639465e-07   3.21731568e-05
    5.23575000e-06   1.62300366e-05   1.36107827e-08   9.99525547e-01
    2.20553488e-06   4.12432652e-04]
 [  3.76554565e-09   4.54796645e-09   1.14545191e-08   2.79570600e-06
    3.26052407e-09   1.33278391e-07   2.54328871e-12   9.99984860e-01
    3.23817702e-08   1.22124811e-05]
 [  1.86527316e-02   1.50168566e-02   2.40479168e-02   1.48422671e-02
    1.72728281e-02   8.58782589e-01   1.61483046e-02   2.90964218e-03
    2.68690828e-02   5.45783527e-03]
 [  1.42035214e-02   9.65839263e-06   5.95334079e-03   1.84710778e-04
    5.95060503e-03   2.01522853e-04   9.55276966e-01   5.73801881e-05
    1.77709274e-02   3.91376525e-04]
 [  3.01544405e-05   7.83424694e-05   1.62746441e-02   1.14446320e-02
    4.53118409e-05   9.33490973e-03   1.10654219e-03   1.17323123e-06
    9.61677253e-01   7.02113812e-06]
 [  1.51237095e-04   1.38863129e-07   3.60687482e-05   2.77220329e-06
    9.75672841e-01   2.25462485e-03   1.09989010e-03   1.48329171e-04
    2.76297098e-03   1.78711358e-02]
 [  3.14813889e-07   2.30119634e-09   6.76368359e-07   2.55287974e-04
    1.17378931e-07   9.99718368e-01   1.49058314e-06   3.15173421e-09
    2.07893809e-05   3.02289504e-06]
 [  1.59436681e-07   3.59997307e-06   9.99381185e-01   5.91883610e-04
    4.83092055e-09   4.52131559e-08   3.00497724e-08   2.25473268e-05
    5.24472057e-07   1.24098136e-07]
 [  1.59072079e-05   9.91543651e-01   2.10426305e-03   1.82067615e-03
    1.01889600e-04   4.04638849e-04   1.46373943e-03   2.85409216e-04
    2.24623550e-03   1.37373590e-05]
 [  1.59666106e-05   5.67996001e-04   9.82333362e-01   2.42667575e-03
    1.66268181e-03   4.71255589e-06   1.28109958e-02   7.36823422e-05
    1.00206147e-04   3.73488479e-06]
 [  5.13227060e-05   9.87264048e-06   9.98567939e-01   5.54062775e-04
    1.23932831e-09   8.84500623e-05   6.37658104e-07   8.57096529e-06
    7.18365714e-04   8.55952464e-07]
 [  2.21109527e-04   2.84472771e-05   7.44660429e-05   1.16739444e-04
    1.50419597e-03   8.73864163e-03   6.54041869e-05   4.70318599e-04
    9.14726853e-01   7.40538463e-02]
 [  6.40933431e-05   8.64531437e-04   3.46814119e-03   1.43752506e-04
    1.02020405e-01   1.83715892e-03   8.90286028e-01   2.18028144e-05
    7.28220621e-04   5.65933587e-04]
 [  9.10624804e-05   2.97618907e-08   1.25474671e-07   3.85468275e-06
    7.32088010e-05   1.02269929e-04   2.47435196e-07   9.97781336e-01
    1.15856517e-06   1.94670388e-03]
 [  9.71793634e-06   7.14549742e-07   3.47625901e-05   1.00279763e-01
    2.29091984e-06   2.91400682e-02   1.96575215e-07   8.09574383e-04
    8.59190285e-01   1.05326222e-02]
 [  3.17133854e-05   6.66730199e-03   9.71993868e-05   1.53960623e-02
    2.70805229e-03   6.09496259e-04   6.62495586e-06   5.44912279e-01
    3.27410409e-03   4.26297158e-01]
 [  2.69728806e-03   9.44971021e-07   9.73685928e-06   3.84820160e-04
    2.92056706e-02   4.41926764e-04   8.59199372e-06   4.63721342e-03
    1.04721193e-03   9.61566627e-01]
 [  7.39783456e-04   4.72141401e-05   9.35843098e-04   5.99744916e-02
    5.99882924e-07   5.15798703e-02   2.18596983e-06   3.22458873e-05
    8.86410773e-01   2.76993174e-04]
 [  9.94838536e-01   1.30615533e-07   1.49196319e-04   1.29172608e-04
    1.42039437e-06   2.13455554e-04   3.99494922e-04   2.40423274e-03
    3.24637335e-06   1.86112069e-03]
 [  9.95795369e-01   7.56536833e-10   2.29531131e-03   3.23727327e-05
    1.65538885e-11   1.87380007e-03   1.64853202e-06   7.38419601e-07
    6.03288925e-07   1.51062054e-07]
 [  9.60926771e-01   1.13549386e-05   1.72675401e-03   6.72439754e-04
    3.47195135e-04   4.65995353e-03   1.58520998e-03   3.80856241e-03
    7.44772097e-03   1.88141167e-02]
 [  4.21156328e-05   2.07859057e-06   4.59742187e-05   5.88789362e-06
    1.79485869e-04   1.48545354e-04   9.97528136e-01   2.36750466e-07
    2.04634387e-03   1.18210301e-06]
 [  4.07858970e-05   3.83400620e-05   3.72167164e-03   9.95540798e-01
    3.57126765e-07   3.22815205e-04   1.73090285e-07   3.17019703e-06
    3.24829656e-04   7.16385330e-06]
 [  9.99444425e-01   1.66364302e-07   6.96983043e-05   3.09899951e-05
    6.88006764e-07   3.93666822e-04   4.30557593e-05   3.96389032e-06
    9.93322465e-06   3.61008915e-06]
 [  1.64077836e-04   5.73106190e-05   2.26106222e-05   7.33574212e-01
    1.24877479e-05   2.52711087e-01   1.92279658e-05   1.17966323e-04
    2.82425317e-03   1.04968771e-02]
 [  4.06104591e-05   9.92523253e-01   2.37546410e-04   4.07992024e-03
    1.62756929e-04   2.60238914e-04   4.50735301e-04   4.88033402e-04
    1.13739097e-03   6.19423110e-04]
 [  3.33473326e-05   5.88616822e-04   1.24390225e-03   4.60553877e-02
    7.05199284e-07   4.46755497e-04   5.72323486e-08   9.40539837e-01
    7.55526533e-04   1.03358394e-02]
 [  2.05345095e-05   1.72880702e-02   1.50721325e-02   9.75778978e-03
    5.43473521e-03   1.06046139e-03   9.33303237e-01   7.28011582e-05
    1.79409739e-02   4.92463878e-05]
 [  3.66034894e-03   2.99504638e-04   7.45495036e-03   5.87919354e-02
    3.58919970e-05   1.92954987e-02   5.29553974e-04   2.12250070e-05
    9.08454478e-01   1.45654636e-03]
 [  9.76238072e-01   1.59770025e-07   8.29765014e-03   1.02859694e-05
    4.68869331e-07   4.76948597e-04   1.49346171e-02   1.33066476e-06
    4.04348284e-05   2.56642721e-07]
 [  3.07171559e-03   3.00099259e-06   1.56042486e-04   1.82630506e-03
    7.76261138e-03   2.82023232e-02   9.36352275e-03   6.43829117e-06
    9.47644174e-01   1.96379726e-03]
 [  1.65766943e-03   2.51117598e-07   1.03084945e-04   3.55331645e-06
    9.92467358e-06   1.46838473e-04   9.97989058e-01   6.65051170e-09
    8.85771078e-05   9.42041709e-07]
 [  2.62952199e-05   4.72266244e-08   1.63781851e-06   4.60583105e-05
    9.95429946e-05   1.76646136e-04   6.85895429e-08   9.93533254e-01
    7.72209933e-06   6.10869052e-03]
 [  3.16542923e-04   6.86343947e-06   4.54798101e-05   3.13593191e-04
    1.13986698e-05   9.90139663e-01   1.18538937e-05   2.70879798e-04
    8.26580916e-03   6.17940852e-04]
 [  9.92994249e-01   1.15766827e-08   4.44195262e-04   6.81200065e-04
    1.33290405e-06   4.79013572e-04   1.75527617e-07   7.43451936e-04
    1.71913518e-04   4.48450679e-03]
 [  3.22495177e-02   6.02224354e-05   1.62437800e-02   1.23267338e-04
    8.78276024e-03   2.00342992e-03   1.28394738e-01   1.84206147e-04
    8.10302734e-01   1.65535673e-03]
 [  5.10108066e-06   1.74484914e-04   1.07078286e-05   2.15463166e-04
    9.91454482e-01   1.35952886e-03   4.04145503e-05   2.31723054e-04
    3.41311563e-04   6.16672775e-03]]
INFO:tensorflow:probabilities = [[  5.22485061e-05   1.09427271e-03   9.96208429e-01   9.30130773e-04
    4.35742768e-05   7.09598389e-05   4.50630498e-04   2.20651389e-04
    8.32246500e-04   9.67296364e-05]
 [  1.05880081e-05   1.90220002e-04   2.79326632e-04   1.38718134e-03
    3.15564483e-01   2.89645744e-04   1.06598272e-04   1.43641804e-03
    1.90700833e-02   6.61665440e-01]
 [  8.86663020e-06   6.29677015e-05   1.52353430e-03   1.06580094e-01
    1.27552950e-03   1.39845051e-05   2.09277323e-06   8.79359186e-01
    1.99551624e-03   9.17826220e-03]
 [  6.36039275e-08   1.54090571e-06   4.33267606e-03   1.54202478e-02
    8.49033999e-09   3.17188096e-06   1.15379062e-09   9.79613662e-01
    6.00497646e-04   2.81573630e-05]
 [  5.14096337e-06   5.30763131e-08   9.99977350e-01   5.81982988e-07
    9.11459086e-09   1.66039371e-07   3.80189732e-07   1.08712611e-05
    5.15829925e-06   3.19291701e-07]
 [  9.93785501e-01   3.58922591e-07   9.26589069e-04   1.97329791e-05
    8.18015633e-06   7.54108361e-04   9.16110585e-04   3.33748471e-06
    3.42957978e-03   1.56663940e-04]
 [  2.95553124e-03   3.15129273e-02   5.28080098e-04   1.68440372e-01
    1.32660993e-04   7.29676962e-01   5.51598519e-03   1.21974335e-04
    5.14735356e-02   9.64192208e-03]
 [  2.15671826e-05   9.27616537e-01   3.23637360e-04   1.25211449e-02
    1.34602282e-03   1.27300946e-02   2.06746918e-04   3.93528910e-03
    3.97031792e-02   1.59562542e-03]
 [  1.43923024e-02   6.79036544e-04   5.25193691e-01   1.57487467e-01
    3.33779119e-02   6.36289944e-04   2.30861977e-01   7.21129618e-05
    3.51566188e-02   2.14258954e-03]
 [  9.89790976e-01   8.24670323e-08   8.51835939e-05   6.19183265e-05
    2.25076274e-05   1.20739022e-03   6.50804210e-03   9.47282570e-06
    2.22022785e-03   9.40527243e-05]
 [  3.89993102e-06   7.89134574e-05   1.25667611e-05   9.98020291e-01
    1.20324737e-08   1.70110189e-03   1.44225911e-08   2.05405536e-06
    1.79779701e-04   1.37851077e-06]
 [  2.94816156e-04   9.89631772e-01   7.72366708e-04   1.04757666e-03
    3.92711052e-04   1.31616520e-03   1.01981731e-03   4.19711287e-04
    4.82046325e-03   2.84603360e-04]
 [  1.00998774e-01   1.79781765e-03   2.11762358e-02   2.06987723e-03
    1.69710200e-02   6.86275214e-02   1.15345081e-03   3.87275308e-01
    2.64221162e-01   1.35708824e-01]
 [  1.15589773e-05   1.07854237e-06   4.32687239e-06   2.40808382e-04
    2.48418935e-03   3.87363427e-04   5.18010722e-07   1.31578010e-03
    5.47970179e-03   9.90074694e-01]
 [  1.02706683e-04   1.68933388e-04   9.19881859e-05   9.61691979e-03
    1.07774440e-06   1.71637647e-02   1.56003793e-04   4.03921285e-06
    9.72683907e-01   1.06908783e-05]
 [  2.31742206e-06   2.89012860e-07   3.30582552e-04   5.15441789e-05
    9.82797146e-01   1.47624887e-05   6.53779891e-04   2.04394993e-04
    3.66679218e-04   1.55784059e-02]
 [  9.99467552e-01   3.36880412e-10   1.14585899e-04   1.15695093e-05
    5.93608043e-08   3.01690852e-05   4.62662138e-05   9.87811945e-05
    6.48540845e-06   2.24680829e-04]
 [  5.12124825e-05   3.77163673e-07   2.21324854e-07   4.19497951e-07
    1.63622826e-05   9.99508858e-01   6.57990256e-07   1.45000422e-06
    4.17558418e-04   2.83891086e-06]
 [  2.86370559e-05   1.19057077e-03   7.36429414e-04   6.50755968e-03
    5.34417629e-02   1.32966810e-03   2.29478115e-04   9.28981528e-02
    9.30063874e-02   7.50631273e-01]
 [  5.65608025e-01   6.69530418e-05   7.70641863e-02   3.37215664e-04
    3.98717530e-04   4.27800813e-04   2.62734178e-03   1.75995845e-03
    3.35154504e-01   1.65553670e-02]
 [  3.71726117e-07   3.17915578e-06   9.99493361e-01   4.63748642e-04
    8.15495332e-06   1.02395188e-06   2.60382003e-05   7.86169323e-07
    3.27564953e-06   5.87972231e-08]
 [  4.30448781e-05   9.92141485e-01   1.50755583e-03   2.69853044e-04
    1.14878436e-04   2.11153383e-04   9.42518469e-04   7.18652373e-05
    4.66930587e-03   2.83266054e-05]
 [  2.85116894e-05   2.00120406e-03   1.12620564e-02   8.84677691e-04
    8.86189565e-02   1.75546587e-03   8.75312150e-01   3.34309763e-04
    1.94487721e-02   3.53833981e-04]
 [  8.36108393e-06   7.12203886e-03   3.93419921e-01   1.33862033e-01
    2.54960847e-04   8.59908032e-05   1.18085518e-05   3.88555437e-01
    4.74106073e-02   2.92688310e-02]
 [  1.94320572e-03   9.62132394e-01   1.35772498e-02   5.76838572e-03
    5.96655649e-04   1.99745712e-03   1.70454301e-03   1.93289970e-03
    9.56024788e-03   7.86962686e-04]
 [  3.47208952e-05   2.38551162e-02   1.70485768e-02   1.22733341e-04
    5.46329804e-02   4.83084843e-02   8.55415940e-01   1.05858965e-06
    5.78134146e-04   2.38128177e-06]
 [  7.37646997e-06   3.34816662e-07   1.21566234e-04   1.30389202e-02
    5.56531932e-09   3.05547928e-07   6.17392040e-11   9.86749113e-01
    1.89509805e-07   8.21030771e-05]
 [  2.59617176e-02   1.22288838e-02   6.37788372e-03   8.29001725e-01
    1.11557449e-04   5.30600501e-03   9.64925421e-05   4.51387018e-02
    3.08173965e-03   7.26953521e-02]
 [  3.72911973e-06   1.80071538e-06   2.66758775e-07   4.51741325e-05
    1.37436573e-05   1.80030504e-04   1.50156652e-08   9.16577399e-01
    5.26416534e-06   8.31726566e-02]
 [  2.16481544e-06   2.96811482e-08   1.54017180e-05   1.36620237e-03
    2.16958984e-08   9.42611814e-01   2.22831844e-07   7.95514055e-08
    5.60035035e-02   5.85305429e-07]
 [  9.88447249e-01   4.64328082e-07   6.12588250e-04   1.57639261e-05
    6.40142957e-07   1.27221469e-03   9.37969517e-03   8.12105372e-06
    2.34693827e-04   2.85717979e-05]
 [  3.24092660e-04   2.53303326e-04   3.19859921e-03   1.79365021e-03
    4.62990720e-05   1.40845974e-03   2.55956023e-04   7.80819028e-05
    9.91917074e-01   7.24466227e-04]
 [  6.82824684e-05   3.07478076e-05   1.49934553e-02   9.16348934e-01
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    5.51662451e-05   8.90347383e-06]
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    2.23463285e-04   1.52496897e-04]
 [  2.31818376e-05   1.09666786e-07   4.09134145e-06   7.42662523e-05
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    5.36352396e-04   9.36655942e-06]
 [  5.26831946e-06   1.53761757e-05   7.76718196e-04   9.98872340e-01
    3.57117614e-07   1.45185593e-04   3.89016293e-07   3.05867729e-06
    1.78530900e-04   2.88824640e-06]
 [  1.40783691e-03   1.53017580e-04   4.17646347e-03   2.44005071e-03
    2.02789408e-04   2.34163110e-03   2.00199895e-04   1.94280161e-04
    9.88541126e-01   3.42548185e-04]
 [  1.54422651e-05   1.78530081e-06   1.74575416e-05   4.18368254e-05
    2.56885178e-05   3.34686665e-05   4.87705769e-08   9.85839188e-01
    2.51015474e-04   1.37740336e-02]
 [  1.15906680e-03   9.74299669e-01   5.27527556e-03   1.24219223e-03
    2.07615216e-04   5.91573247e-04   6.18010666e-03   3.93679627e-04
    1.05489567e-02   1.01836435e-04]
 [  8.70312680e-04   3.10550444e-04   5.36218146e-03   3.54281999e-03
    3.21144442e-04   1.57155306e-03   9.62302983e-01   4.29170432e-05
    2.54973229e-02   1.78119779e-04]
 [  1.48207818e-07   4.21696939e-07   3.75173462e-04   9.99465168e-01
    3.23399330e-09   1.31207285e-04   4.80540141e-09   1.87219253e-08
    2.77385298e-05   9.86587949e-08]
 [  3.19670908e-05   1.47652514e-07   2.77994492e-04   2.66155496e-07
    6.45973254e-04   1.33065305e-06   9.98841822e-01   5.33817058e-07
    1.93003871e-04   7.07366371e-06]]
INFO:tensorflow:global_step/sec: 158.605
INFO:tensorflow:loss = 0.258765, step = 11201
INFO:tensorflow:probabilities = [[  4.49802587e-03   6.26940920e-04   8.30493808e-01   1.61644116e-01
    2.16379726e-06   4.48274834e-04   2.45010251e-05   1.43381665e-04
    2.00326182e-03   1.15621413e-04]
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    4.62828204e-02   2.46721288e-06]
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    9.96793449e-01   9.00969244e-05]
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    1.60160369e-06   1.93141375e-07   1.14414688e-05   4.01111220e-06
    6.75688852e-06   2.42479587e-07]
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    1.18585862e-03   6.52905204e-04]
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    7.18833273e-03   6.05311607e-06]
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    4.73440559e-05   3.16515041e-04   1.17033822e-04   9.38081145e-02
    1.10956030e-02   1.01158349e-03]
 [  9.99922991e-01   3.06475845e-09   1.33445155e-05   6.52852850e-06
    1.12376242e-09   5.44953618e-05   3.83434582e-08   9.09802111e-07
    3.66188829e-07   1.27256862e-06]
 [  2.52442174e-02   2.50058378e-07   2.05826759e-03   1.42166264e-05
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    7.72318661e-01   1.40788627e-03]
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    5.26001349e-05   2.39469886e-01   4.25887447e-06   7.76565727e-03
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    1.36962850e-08   1.75708905e-04   1.18723804e-08   4.82830501e-07
    4.16624872e-03   6.36852974e-06]
 [  2.70578574e-04   9.88409519e-01   4.23579244e-03   6.67682732e-04
    2.35205807e-04   3.23471235e-04   3.65899527e-04   2.12031952e-03
    2.67995661e-03   6.91664813e-04]
 [  1.03957939e-03   3.86783816e-02   1.72881279e-02   1.12714954e-01
    9.41602699e-03   1.89862179e-03   6.77577481e-02   4.14134935e-04
    7.42003381e-01   8.78898986e-03]
 [  3.45877232e-03   5.28814569e-02   3.94801229e-01   2.07621064e-02
    2.81969979e-02   5.80759812e-03   2.00300515e-01   2.60991231e-02
    2.36462370e-01   3.12297978e-02]
 [  8.29835655e-04   1.25335850e-06   9.38382268e-01   6.04386032e-02
    6.18353397e-07   7.70244515e-06   7.51542320e-05   3.13580153e-06
    2.60754197e-04   6.23418941e-07]
 [  1.28430093e-03   4.54432942e-04   2.41231886e-04   3.75177566e-04
    2.22647307e-03   5.62279252e-03   9.49915707e-01   3.28585043e-06
    3.95135283e-02   3.63049825e-04]
 [  3.97213071e-08   2.88266165e-07   9.99929428e-01   3.14163808e-05
    5.68387282e-11   4.38211156e-09   4.20669194e-10   2.13296047e-08
    3.87990040e-05   8.66821751e-13]
 [  1.49618849e-04   4.56770445e-04   4.76114801e-04   9.17457975e-04
    1.31935512e-05   1.02546021e-01   1.53561195e-05   3.17368249e-04
    8.94495249e-01   6.12781500e-04]
 [  7.78699905e-06   3.94629501e-03   2.50352435e-02   7.20524967e-01
    2.21335085e-06   6.61982631e-04   9.90054403e-08   2.48445317e-01
    4.33183654e-04   9.42941580e-04]
 [  9.95707393e-01   4.57575595e-08   1.49699557e-03   1.64468784e-05
    2.38589769e-06   1.79914630e-03   9.52087401e-04   8.21444428e-06
    1.40486673e-05   3.28890178e-06]]
INFO:tensorflow:probabilities = [[  4.15749491e-05   9.83985723e-04   4.70816297e-03   7.84390420e-03
    8.91563483e-04   5.88468647e-05   5.44755267e-06   9.75061059e-01
    1.37994459e-04   1.02674682e-02]
 [  1.63442921e-04   7.46779551e-06   1.24200975e-04   5.61479526e-03
    5.24060393e-04   9.74828541e-01   1.45775927e-02   3.60930499e-05
    3.04578268e-03   1.07799319e-03]
 [  4.39130664e-02   1.15954457e-02   5.08647133e-03   3.83063033e-03
    3.05878581e-03   9.40741897e-02   3.16737860e-04   1.48534492e-01
    5.38218498e-01   1.51371717e-01]
 [  7.13923667e-03   2.42428184e-02   2.52566189e-01   4.73182291e-01
    1.38957659e-03   2.27576848e-02   9.32856202e-02   1.00865699e-01
    2.34862715e-02   1.08448043e-03]
 [  3.55591010e-06   1.16164947e-05   5.40357903e-02   9.23384368e-01
    2.99356566e-06   4.03372105e-04   1.27284909e-06   3.25030618e-04
    2.12970059e-02   5.35112224e-04]
 [  9.99886036e-01   4.67123007e-11   2.16245013e-07   3.71855648e-08
    3.50176915e-10   1.10270186e-04   3.29461614e-06   9.19854504e-09
    1.08546359e-07   7.11973647e-10]
 [  9.63026006e-03   1.48597464e-03   5.80767617e-02   5.40097892e-01
    7.48259714e-03   5.18472912e-03   3.29009315e-04   2.52141953e-02
    2.87515461e-01   6.49831817e-02]
 [  1.15542393e-03   1.97515765e-05   6.79641089e-05   4.77337271e-01
    5.19783353e-04   4.80082661e-01   4.46360718e-06   4.37413953e-04
    1.30503718e-03   3.90701853e-02]
 [  4.57194425e-08   2.02330484e-04   8.78075025e-06   5.65151358e-03
    3.01601034e-07   7.33862726e-06   4.51787585e-09   9.91396368e-01
    2.34771613e-03   3.85671796e-04]
 [  4.26192770e-08   2.12613882e-09   5.64717720e-06   9.99992013e-01
    8.81415496e-11   5.72852173e-07   1.54591173e-10   9.28036528e-08
    1.44757894e-06   1.59968167e-07]
 [  1.98097678e-06   7.38876815e-06   9.99785721e-01   1.85171783e-04
    1.95974593e-07   1.24348873e-07   3.82151995e-07   3.22898927e-07
    1.76233825e-05   9.16131910e-07]
 [  5.94698067e-04   4.52025008e-04   9.93111253e-01   2.99937651e-03
    9.30194074e-06   3.79683734e-05   4.17662850e-05   1.25600636e-04
    2.57112388e-03   5.67885982e-05]
 [  1.01460908e-04   9.76525843e-01   4.15824493e-03   1.60922034e-04
    1.91850634e-03   4.77803369e-05   2.56185979e-03   8.42045702e-05
    1.44005213e-02   4.08541528e-05]
 [  9.96080697e-01   9.29815798e-08   1.32851279e-03   2.33668671e-03
    2.37840538e-08   2.09950013e-04   4.54420160e-06   2.77918230e-06
    1.95889952e-05   1.72134278e-05]
 [  1.12691174e-04   2.35946998e-02   3.14338058e-02   1.49381086e-02
    1.30164495e-03   7.45614758e-04   6.33324235e-05   9.10193503e-01
    1.16674257e-02   5.94919547e-03]
 [  9.91288424e-01   1.16701191e-08   1.21572470e-04   6.31052826e-04
    3.29143700e-06   1.87421998e-03   5.19943524e-06   5.45265805e-03
    1.29949709e-04   4.93604923e-04]
 [  5.01087634e-05   1.07462984e-03   9.96765733e-01   3.18535167e-04
    1.42596491e-06   2.39539554e-06   4.16477342e-05   7.72798558e-06
    1.73681916e-03   8.34840648e-07]
 [  6.68061039e-05   1.23392613e-06   5.46600540e-06   9.81013000e-06
    3.70583875e-04   2.65199982e-04   1.50052827e-07   9.75881517e-01
    5.11797087e-04   2.28874534e-02]
 [  2.74389349e-05   2.43695837e-08   1.77385791e-05   1.09778402e-05
    5.11428015e-03   2.24755804e-05   2.32685079e-06   1.56722643e-04
    3.97245400e-04   9.94250774e-01]
 [  9.55189680e-05   2.99726764e-07   7.88063859e-04   1.40936231e-06
    6.25583998e-05   3.70797003e-04   9.98393238e-01   2.39356801e-08
    2.86540628e-04   1.56218368e-06]
 [  5.44333489e-06   5.74400510e-05   9.98637021e-01   6.79274788e-04
    2.01756143e-06   2.80890185e-06   1.11324052e-05   5.89797099e-04
    1.37649986e-05   1.15617536e-06]
 [  2.49323831e-03   3.23339598e-04   2.92437524e-02   2.22135466e-04
    1.41849086e-01   2.29793042e-03   8.21954668e-01   3.36900761e-04
    3.15749174e-04   9.63308092e-04]
 [  2.52096072e-07   9.98051763e-01   3.18027014e-04   3.58648307e-04
    1.32147170e-05   2.53730177e-05   1.21617841e-05   1.09484508e-05
    1.20419066e-03   5.62436981e-06]
 [  3.01596060e-06   2.31444787e-07   3.55742054e-06   4.32672607e-07
    9.88094747e-01   2.16684130e-05   1.76927333e-05   9.44288040e-04
    1.50716523e-05   1.08993100e-02]
 [  1.24011000e-04   2.45774779e-02   1.70553580e-03   2.15920340e-03
    2.17390061e-06   6.86067069e-05   5.69786935e-05   4.63083743e-05
    9.71119523e-01   1.40216434e-04]
 [  4.49289246e-06   9.74396357e-07   2.22446329e-06   6.37888297e-06
    9.87839103e-01   1.21403304e-04   4.33840178e-05   1.50299136e-04
    9.47539738e-05   1.17371567e-02]
 [  2.64383580e-05   9.91929889e-01   1.31925684e-03   2.70606688e-04
    6.84512779e-05   1.79538820e-05   5.69585012e-04   1.09247740e-04
    5.63974213e-03   4.88527839e-05]
 [  1.28785615e-07   3.59341158e-07   6.19256389e-06   9.99951720e-01
    2.10646931e-08   3.59773585e-05   2.23986607e-09   8.32146213e-07
    2.01807256e-06   2.79118308e-06]
 [  6.87765656e-04   1.42963632e-04   9.04799963e-05   7.20994361e-03
    5.16204920e-04   1.30853364e-02   4.27476562e-06   5.30849993e-01
    3.79839842e-03   4.43614751e-01]
 [  2.09529699e-05   9.93803620e-01   1.74000685e-03   9.65175452e-04
    7.94273161e-04   1.19591939e-04   3.35899909e-04   9.90989385e-04
    1.13967201e-03   8.99634251e-05]
 [  1.14354270e-03   9.22053550e-06   1.21081097e-03   1.84257340e-03
    4.94492822e-04   6.58106618e-03   3.81619520e-06   2.45651186e-01
    5.94617017e-02   6.83601618e-01]
 [  9.99995589e-01   3.40489139e-12   1.69725922e-06   1.87387226e-08
    6.06659098e-11   4.35925898e-07   9.24930134e-07   1.36397462e-08
    1.27327894e-06   1.77064088e-08]
 [  2.63096499e-05   9.94129658e-01   3.57801997e-04   5.81558445e-04
    1.69718303e-04   2.78467458e-04   2.89192353e-03   2.41493442e-04
    1.27068372e-03   5.25360374e-05]
 [  2.66826886e-04   6.89352220e-09   4.94152366e-04   2.68577824e-05
    5.89982108e-08   8.95612538e-06   3.30286881e-10   9.96434808e-01
    4.80795688e-06   2.76363292e-03]
 [  2.88712272e-05   3.17221627e-08   1.00810134e-07   7.99612280e-06
    6.05464564e-04   1.10636953e-04   9.76792762e-08   9.69695866e-01
    8.03595140e-06   2.95428727e-02]
 [  8.72071951e-07   9.68284070e-01   1.01861765e-03   2.09691674e-02
    2.72466539e-04   1.30243856e-03   6.07631009e-05   2.10707705e-03
    5.34056826e-03   6.43936568e-04]
 [  3.59077141e-08   8.08154432e-09   2.93362200e-06   4.61777781e-05
    3.24673843e-09   4.93420949e-08   8.14906085e-13   9.99852538e-01
    4.35945640e-06   9.38527664e-05]
 [  6.44385227e-06   1.86196594e-05   4.83897711e-05   1.61510488e-05
    9.91617262e-01   5.60788147e-04   1.71303309e-05   8.84102425e-04
    1.66286645e-03   5.16822282e-03]
 [  1.97787373e-03   9.59015250e-01   6.85069757e-03   2.65788380e-03
    2.87309842e-04   6.08384050e-03   9.78226680e-03   2.50776822e-04
    1.29747447e-02   1.19213481e-04]
 [  2.87694333e-04   9.90826447e-06   9.57404191e-05   1.72825879e-03
    4.96705434e-06   9.91950274e-01   2.33335159e-05   9.40442987e-05
    5.63261518e-03   1.73250475e-04]
 [  2.37782573e-04   2.70926989e-07   1.54536960e-04   1.42802321e-06
    1.32992471e-04   1.67940930e-03   9.97786641e-01   1.09283997e-06
    4.00741601e-06   1.84123894e-06]
 [  6.45046603e-05   3.82687449e-06   4.19085773e-05   1.43424154e-03
    1.29288528e-03   9.84677672e-01   1.72122168e-06   2.44081733e-04
    2.23471713e-03   1.00043584e-02]
 [  8.68270174e-04   2.85555672e-07   2.70109331e-06   2.68331118e-04
    8.69480777e-04   9.96887028e-01   4.71632666e-05   1.16081928e-05
    3.65920569e-04   6.79148012e-04]
 [  2.47672651e-05   9.09380589e-08   1.00185152e-03   8.13538350e-07
    1.72561577e-05   9.98028918e-06   9.98943746e-01   4.05892671e-08
    1.33928370e-06   1.93993046e-07]
 [  7.42351176e-06   1.47498702e-06   7.63030039e-05   9.98530030e-01
    1.33051358e-07   1.01814896e-03   4.52461357e-08   4.04374674e-07
    3.09331459e-04   5.67384122e-05]
 [  9.99052703e-01   2.53298604e-09   9.76790398e-05   3.04059125e-04
    1.23355681e-08   3.86995904e-04   4.99056966e-07   7.92101218e-06
    8.02015620e-06   1.42258446e-04]
 [  4.94706364e-05   2.95460603e-04   7.69093866e-04   2.14494811e-03
    1.31152674e-05   2.89885863e-03   1.97283644e-05   2.40928730e-05
    9.93695199e-01   9.00416708e-05]
 [  2.07481746e-04   6.03455526e-04   2.22759380e-04   1.97105343e-03
    4.60863703e-05   8.76896665e-05   3.90212485e-08   9.88927364e-01
    2.20202390e-04   7.71390600e-03]
 [  2.94272722e-05   7.59882596e-07   6.50368165e-05   4.81911877e-04
    9.69222486e-01   2.44770636e-04   2.35167317e-05   5.75134763e-05
    9.90278750e-06   2.98646744e-02]
 [  2.81002144e-07   4.65624538e-07   9.99923944e-01   6.25800476e-06
    5.54260114e-05   7.79529401e-08   9.06974037e-06   1.28258373e-08
    3.77143851e-06   7.33858769e-07]
 [  9.99026418e-01   1.21964717e-07   3.52891075e-05   2.09359860e-04
    9.17998904e-08   4.33196619e-05   1.64981728e-07   4.91978368e-04
    9.39501660e-06   1.83910350e-04]
 [  3.72230488e-07   2.93442258e-06   9.98587132e-01   1.29821408e-03
    7.62379315e-08   3.98963238e-07   4.40537951e-06   1.22930885e-07
    1.06334213e-04   2.43788545e-09]
 [  2.11002142e-03   2.49501178e-03   4.05104607e-02   4.80761379e-02
    8.32260528e-04   1.14268094e-01   7.06922561e-02   1.32736677e-04
    7.20793724e-01   8.92366297e-05]
 [  4.96286702e-07   7.40588493e-11   9.98806119e-01   1.19326205e-03
    6.35862402e-13   1.64931748e-08   6.16252827e-10   1.06782707e-07
    1.67999730e-08   5.80397452e-10]
 [  8.10078018e-06   1.11677230e-06   3.13186797e-06   1.31839042e-04
    1.73638798e-02   1.69644435e-03   5.41805150e-07   1.70697761e-03
    2.33239634e-03   9.76755559e-01]
 [  8.41256976e-03   6.47351285e-03   1.10610202e-02   1.54037960e-04
    6.54018641e-01   4.61016968e-03   2.08090842e-02   1.99737642e-02
    1.60669953e-01   1.13817185e-01]
 [  1.05442386e-05   7.01546151e-06   4.37733572e-04   1.42619960e-04
    9.96131301e-01   1.01453690e-04   3.15935817e-04   4.53523709e-04
    8.91964446e-05   2.31072982e-03]
 [  5.08133322e-03   1.31942248e-02   1.35723036e-03   4.09828462e-02
    1.41510377e-02   7.84604490e-01   4.16515730e-02   3.03234090e-04
    8.05626810e-02   1.81113519e-02]
 [  2.33192302e-04   7.76453137e-01   6.54109428e-03   2.84866281e-02
    9.42446277e-05   9.50027388e-05   7.97145040e-05   1.08045824e-01
    6.29616678e-02   1.70096569e-02]
 [  9.98816133e-01   2.37663940e-07   3.71077913e-04   2.09058744e-05
    3.65382320e-08   6.50866539e-04   6.02874316e-05   3.23049017e-06
    4.25112557e-05   3.48101930e-05]
 [  9.62195099e-06   3.10149451e-04   1.39480375e-03   3.83353072e-05
    9.87662435e-01   1.22423633e-03   8.40209424e-03   3.07774462e-05
    7.22448283e-04   2.05264078e-04]
 [  1.73258668e-05   4.81077223e-05   5.77050203e-04   1.17143600e-05
    4.58814495e-04   5.25586329e-05   9.98728812e-01   4.30566764e-08
    1.04985367e-04   5.45894011e-07]
 [  1.09598105e-07   7.33515426e-09   1.53171690e-03   1.83555585e-07
    4.29665633e-05   4.14456044e-05   9.98381615e-01   1.39647520e-08
    1.83019938e-06   1.03309610e-07]
 [  1.94894310e-04   9.92440820e-01   2.53201392e-03   4.68800048e-04
    1.09930617e-04   6.09330018e-05   5.49002667e-04   1.18565874e-03
    2.37201643e-03   8.60433574e-05]
 [  2.41631031e-04   4.51160668e-06   3.49443981e-05   1.74771412e-03
    1.84231931e-06   9.96237874e-01   4.39408495e-06   4.52265158e-06
    1.07567827e-03   6.46733213e-04]
 [  7.96263180e-08   5.39591269e-07   1.68790837e-06   7.43619821e-05
    9.98827040e-01   1.99209957e-04   5.12165570e-05   3.49060138e-05
    1.24687504e-04   6.86325540e-04]
 [  9.00892119e-05   4.52378372e-05   3.54535645e-03   7.00721502e-01
    1.96771771e-06   2.90480167e-01   8.46496960e-07   4.66918646e-05
    4.59198235e-03   4.76118468e-04]
 [  4.26224397e-05   9.97489929e-01   1.11509988e-03   1.53169050e-04
    4.60215015e-05   3.61033344e-05   2.09932477e-04   2.68450909e-04
    6.18068327e-04   2.05367760e-05]
 [  1.62833692e-06   2.34343170e-05   2.96271843e-04   1.55996895e-06
    4.62916214e-03   4.94651977e-06   9.94785726e-01   1.61669703e-07
    2.52465281e-04   4.79993560e-06]
 [  6.86220460e-07   1.01365924e-01   8.73081326e-01   2.51112264e-02
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    1.20182049e-04   4.78613423e-04]
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    3.55202134e-09   2.91372882e-04   1.40353018e-06   2.47524667e-06
    5.36072139e-06   7.19057425e-06]
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    7.83254921e-01   5.62293164e-04   1.12172536e-04   2.12279893e-03
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    3.35459062e-03   3.78444929e-05]
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    8.41082001e-05   1.45461001e-02]
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    9.93450522e-01   8.42508161e-05   1.12182999e-04   4.00662066e-05
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    7.74110085e-05   1.01954120e-05]
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    1.54185686e-02   9.52247428e-05]
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    2.29949233e-08   2.20502191e-03   2.70756595e-06   2.76255996e-05
    7.75967346e-05   2.60319985e-06]
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    3.99915825e-06   7.35932868e-03   2.06191864e-04   9.08749098e-06
    9.88395333e-01   4.19288626e-05]
 [  2.72948000e-06   4.41263255e-05   3.55017581e-03   5.80719552e-06
    1.64972735e-04   9.33500705e-05   9.96069908e-01   4.65423469e-08
    6.87973079e-05   1.11464807e-07]
 [  1.08478198e-04   5.37165091e-04   7.16391951e-04   3.64519539e-04
    4.54839483e-06   3.11465410e-04   4.36626273e-08   9.60873127e-01
    1.13665056e-03   3.59477066e-02]
 [  1.90169178e-03   7.53741290e-07   1.12252521e-04   6.25681877e-02
    1.71113891e-06   9.30458903e-01   1.40109123e-05   9.32295283e-04
    7.04809325e-04   3.30553530e-03]
 [  2.42924376e-04   1.33828007e-05   5.81961067e-04   1.83089344e-06
    1.76912535e-03   1.52189066e-04   9.97164190e-01   5.36168500e-06
    3.71791575e-05   3.18792409e-05]
 [  2.99719568e-06   9.18512114e-07   9.60326016e-01   1.23495411e-04
    6.40067970e-04   2.74540362e-05   3.88717502e-02   1.53248223e-07
    6.81584743e-06   3.75112990e-07]
 [  4.27774445e-04   7.32513666e-02   8.92430544e-01   1.32950069e-02
    3.35874465e-05   3.13340861e-04   1.83055680e-02   1.17397860e-04
    1.81719731e-03   8.21194499e-06]
 [  9.99987602e-01   1.46416948e-10   6.05514833e-06   1.31769738e-07
    2.72116285e-08   7.70990198e-07   1.60906623e-07   2.49061509e-06
    3.86325553e-07   2.44490343e-06]
 [  3.52393317e-06   2.53892376e-05   3.75569303e-04   9.99207079e-01
    4.81690904e-07   3.44772241e-04   1.47852802e-07   5.12576707e-06
    2.71447789e-05   1.08775148e-05]]
INFO:tensorflow:global_step/sec: 158.029
INFO:tensorflow:loss = 0.2702, step = 11301
INFO:tensorflow:probabilities = [[  5.01292991e-04   1.08581844e-05   6.17445548e-05   9.59851721e-04
    2.78160209e-03   2.16148197e-04   3.57437170e-06   2.30547845e-01
    1.82526500e-03   7.63091803e-01]
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    3.27657647e-02   1.81308307e-03]
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    2.73834192e-03   6.90993193e-06]
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    5.70639759e-06   3.24810972e-04]
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    2.73376843e-03   4.28849608e-01]
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    9.65152562e-01   2.25960524e-04]
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    4.84596603e-05   5.57408109e-03]
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    9.80962455e-01   1.10533270e-04]
 [  9.99620438e-01   4.15918571e-08   1.23317441e-04   9.36310516e-06
    3.53048495e-06   4.72841493e-05   1.27884905e-05   1.41695336e-05
    5.62533978e-06   1.63318138e-04]
 [  2.66498646e-05   1.22582365e-04   5.49513534e-05   1.87501810e-05
    3.64342777e-05   1.52306247e-05   9.99390602e-01   7.26957472e-09
    3.34608805e-04   8.61875549e-08]
 [  5.79307971e-06   1.07397488e-03   2.66094255e-04   3.19999934e-04
    7.49244919e-06   5.24154129e-05   3.33036141e-08   9.95493531e-01
    4.27622639e-04   2.35306099e-03]
 [  2.18648120e-06   1.33498441e-04   7.69427884e-03   4.17349975e-06
    2.77388864e-03   2.16715294e-03   9.87137675e-01   4.71471026e-07
    8.11772697e-05   5.47282525e-06]
 [  4.28408894e-05   9.91621256e-01   9.88376676e-04   1.89113128e-03
    1.25304607e-04   1.30186629e-04   2.98464147e-05   1.31000450e-03
    3.66371893e-03   1.97547532e-04]
 [  2.78721757e-07   1.62855122e-06   1.21058736e-06   9.05086836e-06
    9.98005092e-01   2.69643322e-04   2.40983427e-05   3.68606939e-04
    9.90554923e-04   3.29887844e-04]
 [  5.11310900e-05   2.15142174e-03   9.90313053e-01   6.62549678e-03
    4.80720264e-05   1.52066668e-05   5.27619384e-04   2.60944071e-04
    1.79272388e-06   5.40112433e-06]
 [  1.36680464e-04   3.01358177e-05   8.71664088e-04   6.81435317e-03
    6.14784777e-01   4.39957628e-04   8.27179872e-04   5.63732767e-03
    3.45449243e-03   3.67003441e-01]
 [  2.15372665e-06   5.36955413e-05   1.39476891e-04   4.70965984e-04
    4.23382971e-06   1.00230554e-05   2.44159786e-08   9.97626722e-01
    1.54044305e-04   1.53866666e-03]
 [  7.99840491e-05   6.29283168e-05   1.87323242e-03   1.15263665e-05
    3.48771573e-03   2.86938041e-04   9.93393958e-01   6.74142075e-06
    7.81349081e-04   1.55810358e-05]
 [  7.41108903e-04   4.37831998e-01   3.06479074e-03   5.66879334e-03
    9.85216349e-02   1.08200982e-02   2.22637667e-03   1.18729016e-02
    5.54021746e-02   3.73850048e-01]
 [  2.02107491e-04   1.96571439e-03   9.89574969e-01   5.70790668e-04
    1.86462293e-03   6.57331315e-04   1.89057400e-03   9.83900463e-05
    2.92109093e-03   2.54506827e-04]
 [  6.37726043e-04   1.01709308e-03   1.40834207e-04   4.85546654e-03
    1.03046469e-01   7.97545537e-02   1.53271900e-03   8.90123483e-04
    3.66224535e-02   7.71502614e-01]
 [  3.62081437e-06   2.66407058e-03   5.99682926e-06   1.17600593e-03
    8.44241738e-01   2.22208491e-03   4.69156876e-05   5.87974396e-03
    3.86521057e-03   1.39894515e-01]
 [  9.12015309e-07   2.32751860e-04   9.93552089e-01   5.85512118e-03
    1.05927633e-07   6.07867923e-06   1.88307997e-04   1.89281418e-05
    1.45442929e-04   2.05827803e-07]
 [  9.99665380e-01   5.06146858e-09   4.90539824e-05   2.14050960e-05
    5.94250150e-06   1.51492233e-04   2.37702097e-05   3.26287727e-06
    6.20333140e-06   7.35655340e-05]
 [  8.26241303e-05   4.62166965e-04   2.41057802e-04   3.74841993e-03
    1.59757806e-03   9.75914299e-01   7.08905421e-03   2.13964850e-05
    7.62713701e-03   3.21631832e-03]
 [  5.50397044e-06   4.55605095e-06   2.32131897e-05   1.81648875e-06
    9.96809185e-01   2.18197238e-04   1.64593075e-04   1.04018029e-04
    1.58047464e-04   2.51099188e-03]
 [  1.21880146e-06   4.52082168e-05   3.29159157e-05   2.43739734e-04
    4.60265483e-07   2.16507779e-05   9.59601731e-10   9.98337030e-01
    1.85677891e-05   1.29911362e-03]
 [  1.32906786e-03   1.31528097e-04   3.26412660e-03   5.42217540e-03
    2.73805694e-04   1.47019736e-02   1.92154894e-05   1.44044338e-02
    8.89870465e-01   7.05831721e-02]
 [  1.32015848e-04   4.57176677e-04   1.28758125e-04   9.88351524e-01
    6.66784181e-05   5.14441263e-03   7.83758442e-05   1.70729554e-03
    3.03422404e-03   8.99488514e-04]
 [  2.70562168e-06   5.02868264e-04   1.82815176e-03   9.06741083e-01
    1.70743806e-04   3.37419249e-02   1.06376274e-06   1.11338368e-03
    2.63505057e-02   2.95475516e-02]
 [  1.14865124e-03   9.29462194e-01   8.57365411e-03   4.99881944e-03
    2.12786821e-04   2.90768017e-04   4.19655703e-02   1.57940289e-04
    1.31726172e-02   1.71305364e-05]
 [  5.91440639e-03   1.34969334e-04   1.36311334e-02   1.63086760e-03
    5.81241539e-03   6.28243247e-03   9.66423035e-01   3.08725157e-06
    1.56396287e-04   1.11354047e-05]
 [  3.11083999e-03   1.78877835e-03   6.92483261e-02   7.95444548e-01
    9.50229423e-06   1.16225936e-01   1.44346815e-03   2.88823358e-04
    1.20031703e-02   4.36549453e-04]
 [  9.91134405e-01   3.00156273e-07   3.98875773e-03   4.50929103e-04
    4.76244821e-09   3.98740545e-03   1.23696748e-06   1.55843605e-04
    6.42405721e-05   2.16797256e-04]
 [  9.90924705e-03   2.84314359e-04   6.11631153e-03   2.99525172e-01
    1.66553669e-04   5.84725380e-01   9.59701464e-03   2.07048543e-05
    8.91086906e-02   5.46652183e-04]
 [  2.31979927e-03   2.64210917e-06   4.62601542e-01   3.53819269e-05
    1.99725226e-04   1.94463786e-02   1.01473697e-01   9.59320232e-08
    4.13919687e-01   9.85842576e-07]
 [  2.38163539e-05   2.75650405e-06   1.12274464e-03   5.17700641e-07
    1.53844390e-04   2.15336604e-06   9.98683631e-01   2.52061852e-07
    2.00838895e-06   8.21491813e-06]
 [  2.73777496e-05   3.62599269e-04   1.65264537e-05   8.48543481e-04
    5.09742163e-02   2.90303287e-04   2.01463354e-05   5.31947985e-03
    6.60094316e-04   9.41480696e-01]
 [  5.92136421e-05   3.45234039e-05   1.41165114e-03   1.03156934e-04
    9.86860812e-01   1.76645815e-04   1.11498998e-03   5.22944203e-04
    6.43836276e-04   9.07218177e-03]
 [  2.06393884e-06   1.01283777e-05   9.99906898e-01   4.25255894e-05
    4.62636596e-10   1.45297207e-07   1.41356002e-08   2.82848456e-09
    3.82844373e-05   3.20519375e-11]
 [  6.61463127e-05   4.38051984e-06   6.47151750e-03   3.39448079e-03
    5.44406893e-03   4.98245179e-04   7.13536519e-06   1.13630034e-02
    1.54176087e-03   9.71209228e-01]
 [  1.22141626e-06   5.32983722e-06   1.95288868e-03   9.97998416e-01
    3.21978486e-11   2.38008979e-05   1.03439002e-09   3.91798540e-06
    1.36018589e-05   8.25278960e-07]
 [  5.57843829e-04   3.82606755e-03   1.54138915e-03   9.77116168e-01
    7.12436158e-05   5.74247120e-03   2.42363003e-05   4.82353661e-03
    1.23694038e-03   5.06016426e-03]
 [  2.34614859e-07   3.14217118e-07   6.07452512e-06   6.67892382e-05
    9.53505933e-02   2.31363869e-04   1.58620787e-05   6.11834810e-04
    2.14164308e-03   9.01575267e-01]
 [  3.89370776e-04   1.36798136e-02   2.52790749e-04   4.32391930e-03
    3.86540569e-06   9.48570371e-01   7.55102653e-03   3.23258269e-06
    2.52093710e-02   1.62206361e-05]
 [  6.60796883e-04   1.54279452e-03   2.65418930e-04   8.52980077e-01
    2.06591321e-05   1.29672974e-01   1.19594160e-05   1.90296618e-04
    1.25794876e-02   2.07552151e-03]
 [  3.22959750e-05   2.78687701e-02   3.76892835e-02   8.41575861e-03
    1.00557299e-04   2.26592951e-04   1.79949184e-05   9.23059702e-01
    5.77698462e-04   2.01124582e-03]
 [  2.05827295e-03   9.47576463e-01   1.15983561e-02   2.79288157e-03
    2.89691892e-03   4.74576186e-03   1.33355595e-02   3.23484582e-03
    1.03109181e-02   1.44999218e-03]
 [  5.75772643e-01   5.87808026e-04   4.86939028e-03   2.86771730e-03
    3.31699703e-04   1.57673255e-01   1.20907964e-03   4.17115875e-02
    1.17049262e-01   9.79276001e-02]
 [  1.65952474e-06   3.68043459e-07   6.30941759e-06   6.83382177e-06
    9.97080028e-01   3.21256608e-04   6.57794444e-05   2.99710755e-05
    1.10054780e-05   2.47673807e-03]
 [  1.06041070e-05   1.48137342e-05   5.15707688e-05   9.67110693e-01
    3.90799960e-06   2.22015306e-02   5.63054925e-07   4.75179877e-06
    9.09720641e-03   1.50432286e-03]
 [  6.69112615e-03   2.33651981e-01   4.50994633e-02   4.51793848e-03
    1.15093880e-03   6.61952596e-04   6.38432503e-01   6.29107672e-05
    6.96639717e-02   6.71654198e-05]
 [  2.36024917e-07   1.53599924e-08   1.49285916e-04   1.19983883e-06
    1.95390367e-05   2.87066223e-06   9.99810636e-01   3.50199620e-08
    1.61908756e-05   9.40808653e-10]
 [  1.93135429e-06   8.90285150e-07   3.10289644e-04   9.99222636e-01
    5.70268721e-10   4.54302266e-04   7.56407914e-09   5.39588609e-06
    4.33384366e-06   1.80767387e-07]
 [  2.34448395e-04   1.12272810e-05   4.15414013e-03   5.80582237e-05
    9.71562982e-01   1.07816607e-03   7.16935669e-04   3.97959724e-04
    1.51945325e-03   2.02666372e-02]
 [  6.24082685e-02   6.80381549e-04   1.77718420e-03   3.30517744e-03
    1.79852231e-03   8.80614877e-01   1.60470549e-02   1.07400399e-03
    3.07407994e-02   1.55382243e-03]
 [  5.15024112e-05   4.33093010e-06   1.52097229e-04   7.17047733e-05
    6.64171651e-02   3.67454602e-03   6.41680817e-05   1.86917325e-03
    2.07776297e-02   9.06917691e-01]
 [  9.97578084e-01   4.98541617e-08   4.97921428e-04   3.81590471e-05
    2.41756334e-06   5.82961889e-04   3.58970719e-04   1.73189455e-05
    4.64827579e-04   4.59300267e-04]
 [  5.49016462e-04   1.05575903e-03   1.07584245e-04   2.64123173e-05
    7.70589395e-06   6.58233766e-04   9.83413629e-05   3.61894308e-05
    9.97348785e-01   1.12043956e-04]
 [  1.31610850e-05   2.41828843e-06   5.95324018e-05   1.87357477e-06
    4.18813652e-05   1.60837553e-05   9.99676585e-01   1.55925662e-07
    1.85760524e-04   2.62351318e-06]]
INFO:tensorflow:probabilities = [[  1.58623718e-02   2.41516012e-04   2.24813484e-02   5.05320681e-03
    1.20327562e-01   1.38292583e-02   8.06533933e-01   9.13347118e-04
    1.25887832e-02   2.16860767e-03]
 [  1.69948471e-05   1.07411361e-04   5.84657770e-04   8.12480271e-01
    6.08732516e-04   1.21413343e-01   1.49788311e-05   6.59217034e-03
    2.51679458e-02   3.30135152e-02]
 [  9.42705883e-05   7.40863584e-08   1.33272755e-04   2.00878276e-04
    3.64375272e-04   3.60665290e-05   3.45361263e-06   4.89425613e-04
    5.64321772e-06   9.98672605e-01]
 [  2.18912561e-07   6.99864177e-04   9.95210111e-01   2.44417926e-03
    2.38928976e-07   3.42212252e-06   6.65642347e-06   5.77639657e-05
    1.57659536e-03   8.95017365e-07]
 [  2.82541241e-05   5.51413041e-06   3.19836923e-04   3.88513156e-03
    2.90788108e-07   4.08622844e-04   8.41003622e-09   9.94441926e-01
    1.00726938e-05   9.00370476e-04]
 [  4.25445810e-02   1.07475109e-02   2.19042134e-02   5.53149637e-03
    4.09542024e-02   4.33251023e-01   3.80657434e-01   6.80749118e-03
    5.45057617e-02   3.09623452e-03]
 [  2.55246669e-05   4.10319262e-06   1.75803620e-03   9.91308570e-01
    4.08713902e-07   1.72185735e-03   1.08187396e-06   1.41690143e-05
    4.82336106e-03   3.42929095e-04]
 [  1.13281840e-03   3.38586775e-04   5.38007589e-03   1.30866095e-01
    9.42320275e-06   2.26906948e-02   1.61340882e-04   2.99006697e-05
    8.38678777e-01   7.12229579e-04]
 [  2.31477352e-05   5.88455123e-07   3.07179675e-06   5.43406932e-04
    2.26807175e-03   5.33537750e-05   3.56324648e-07   1.22911027e-02
    5.73038473e-04   9.84243870e-01]
 [  1.80670409e-04   9.88055944e-01   2.09497940e-03   5.76149032e-04
    4.17800984e-05   1.56686045e-04   1.67362113e-03   1.07745152e-04
    7.09464168e-03   1.76339745e-05]
 [  9.72253025e-01   2.98927802e-07   5.06459270e-03   9.48146917e-05
    7.61176998e-05   1.50185125e-03   1.67366117e-02   3.08306393e-04
    3.89761664e-03   6.66049455e-05]
 [  1.58095991e-05   9.93297398e-01   4.02106089e-04   2.93936371e-03
    1.97762693e-05   8.57459017e-05   1.28045227e-04   6.40711442e-05
    2.97780102e-03   6.99115917e-05]
 [  3.88186774e-04   1.11248621e-04   8.02267492e-02   7.43338792e-03
    3.55374041e-08   2.89935200e-03   2.94426570e-07   9.08523560e-01
    2.69454991e-04   1.47690982e-04]
 [  2.07794886e-02   4.56950873e-01   2.09537409e-02   4.22773138e-02
    3.01764201e-04   1.11992741e-02   4.83017741e-03   1.94096036e-04
    4.42295551e-01   2.17747613e-04]
 [  9.25920069e-01   9.35874425e-07   2.30300830e-05   3.95317515e-03
    2.75522837e-07   6.91081211e-02   7.58219130e-06   5.03711926e-04
    2.98691739e-04   1.84386474e-04]
 [  4.97501285e-04   2.36709020e-04   1.28274655e-03   1.27886597e-03
    5.55643579e-04   1.89372385e-03   1.71478723e-06   8.86426508e-01
    4.70500614e-04   1.07356057e-01]
 [  1.71175043e-06   1.88922897e-07   9.55433552e-06   1.13998874e-06
    9.99654889e-01   1.19098095e-05   1.23705395e-05   1.67148726e-04
    1.95924758e-06   1.39075186e-04]
 [  3.47804016e-05   1.15900511e-04   7.63802277e-03   1.44919788e-03
    3.84342711e-05   8.03559460e-03   1.44679798e-03   1.71309548e-05
    9.81166303e-01   5.77840074e-05]
 [  7.53214117e-05   9.95702207e-01   3.09047900e-04   8.04789888e-05
    7.67439487e-05   1.75716996e-05   2.32241378e-04   3.52639399e-05
    3.46382894e-03   7.14143880e-06]
 [  3.01432574e-05   2.92784243e-04   1.48907842e-04   1.02072093e-03
    3.18849220e-06   5.24902716e-05   1.48174948e-07   9.92973804e-01
    8.61057139e-04   4.61675739e-03]
 [  1.07475021e-03   8.50908807e-04   1.75421813e-03   1.28297962e-03
    2.41846740e-01   3.92384036e-03   9.75657429e-04   4.17313538e-03
    4.26074443e-03   7.39856958e-01]
 [  1.66976213e-06   2.01847371e-07   2.56146166e-07   3.81204359e-06
    2.31864601e-06   1.86943657e-06   1.21723898e-09   9.97998655e-01
    1.04492324e-06   1.99018489e-03]
 [  3.06391521e-05   2.40553706e-03   2.17608576e-05   2.24122684e-03
    6.76192343e-01   2.17094528e-03   2.78979598e-04   6.29757205e-03
    9.01508424e-03   3.01346004e-01]
 [  3.31397355e-03   5.30566787e-04   1.39024138e-04   1.18723908e-03
    2.39722103e-01   4.99928510e-03   1.85210013e-03   1.53853921e-02
    3.86071950e-02   6.94263160e-01]
 [  9.58884048e-05   9.68159378e-01   6.78898767e-04   1.66522563e-02
    2.55976192e-04   1.91513635e-03   4.22746758e-04   7.18576601e-04
    9.19552986e-03   1.90557807e-03]
 [  4.47410821e-06   1.37851224e-04   2.55905604e-03   6.89945044e-03
    4.89083286e-05   2.35110510e-05   3.31794269e-07   9.88416612e-01
    4.25661492e-05   1.86720479e-03]
 [  3.99325835e-03   1.53907040e-05   2.03489952e-04   2.53319860e-01
    2.37412401e-03   6.70523167e-01   1.15628063e-03   2.58779648e-04
    3.32503170e-02   3.49054821e-02]
 [  3.01452237e-03   3.24958586e-03   4.13487852e-02   3.05490365e-04
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    1.73303969e-02   5.39044384e-04   4.43951330e-06   1.73167326e-02
    5.47042233e-04   9.61722493e-01]
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    9.51953888e-01   1.19699901e-02]
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    4.48250328e-04   7.63690041e-04   6.15695026e-05   5.65918908e-03
    3.63110634e-03   5.64505346e-04]
 [  2.04843953e-01   7.73619395e-04   3.94264162e-02   1.90272015e-02
    1.30731547e-02   1.23849865e-02   6.52816474e-01   1.22490013e-03
    5.27322330e-02   3.69706936e-03]
 [  1.37792222e-05   3.68174824e-07   9.19299006e-01   4.98524792e-02
    8.81482887e-09   4.61129957e-06   4.23755653e-09   3.08242291e-02
    1.07342635e-06   4.44764601e-06]
 [  3.70136036e-06   8.63977959e-07   3.00843589e-04   9.99211669e-01
    7.64708091e-07   3.50993330e-04   7.37014773e-07   8.20245702e-08
    1.25510051e-04   4.76351306e-06]
 [  2.82665191e-04   1.09572284e-06   3.97774556e-06   2.66170707e-02
    6.81440724e-07   9.68331575e-01   2.90870357e-05   6.90653906e-07
    4.67605004e-03   5.71433848e-05]
 [  7.00387682e-05   9.80052352e-01   3.77365213e-04   3.15199868e-04
    5.65793835e-06   4.28437816e-05   4.74996952e-04   3.06802467e-05
    1.86149627e-02   1.59274859e-05]
 [  9.60795933e-06   1.16467113e-02   5.82534667e-05   1.44248735e-03
    2.62046665e-01   3.20495851e-03   4.01405523e-05   1.77894649e-03
    5.02299634e-04   7.19269931e-01]
 [  6.07614274e-05   2.98407249e-04   9.96545851e-01   9.46666405e-04
    2.43574774e-04   2.14960106e-04   4.66989412e-04   6.31490257e-04
    4.86481644e-04   1.04884246e-04]]
INFO:tensorflow:global_step/sec: 150.051
INFO:tensorflow:loss = 0.22327, step = 11401
INFO:tensorflow:probabilities = [[  9.99848127e-01   1.05512110e-09   8.08485129e-06   2.18718264e-06
    7.25717575e-09   5.33541170e-05   1.38553128e-06   7.27776751e-07
    8.11380451e-05   4.84098109e-06]
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    5.56047866e-08   1.96585502e-03   5.42278984e-04   3.30262679e-07
    2.01095143e-04   3.96049109e-06]
 [  9.96567249e-01   4.73980464e-08   2.34124629e-04   1.91862455e-06
    6.07741129e-08   2.15614145e-03   1.03832700e-03   5.59842931e-07
    6.46873218e-07   9.73992314e-07]
 [  1.34590346e-05   4.56849739e-06   5.60391345e-06   5.08818630e-05
    9.75030754e-03   9.45293577e-05   1.81746020e-06   1.03207361e-02
    5.29262528e-04   9.79228854e-01]
 [  8.97828286e-05   1.09502291e-02   4.36214311e-03   5.76520003e-02
    2.88479537e-01   1.53518682e-02   1.65706668e-02   2.24675634e-04
    5.96557140e-01   9.76192299e-03]
 [  7.44491554e-05   1.01754338e-07   1.22976496e-06   3.15277110e-04
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 [  1.47979736e-05   9.88359094e-01   6.15284732e-03   3.26553883e-04
    7.30464119e-04   1.34158936e-05   1.62974524e-03   1.89705938e-03
    8.11090576e-04   6.48363421e-05]
 [  8.61736989e-05   5.91511023e-04   2.27681638e-04   2.23594089e-03
    7.55214021e-02   5.76213421e-03   5.59983775e-04   8.33589733e-01
    5.89034148e-03   7.55350366e-02]
 [  1.13292954e-04   4.12701993e-05   4.14128266e-02   6.89983834e-03
    8.33396837e-02   1.88996606e-02   3.46286339e-03   4.07596445e-03
    1.36787836e-02   8.28075767e-01]
 [  7.19157164e-04   9.92306411e-01   1.38251588e-03   1.24604825e-03
    2.03387739e-04   5.82068642e-05   4.96491615e-04   3.05932394e-04
    3.01785674e-03   2.64046539e-04]
 [  5.60648800e-07   8.16017291e-06   4.12867412e-05   2.63101945e-04
    2.30983552e-03   3.81027639e-05   4.51053893e-06   9.81763005e-01
    1.23687001e-04   1.54476715e-02]
 [  7.52231654e-06   8.91798828e-03   6.79722521e-04   8.92937556e-03
    3.11508006e-06   6.33537202e-05   4.24575632e-07   9.70634401e-01
    2.54664663e-03   8.21742322e-03]
 [  4.30557384e-06   9.96641397e-01   2.18617046e-04   1.50659808e-03
    1.56906553e-05   4.52348067e-05   1.65377896e-05   6.30002702e-04
    7.76066212e-04   1.45549129e-04]
 [  6.98575437e-01   2.01388281e-02   3.48140523e-02   7.66811818e-02
    6.30414905e-03   3.96811683e-03   3.46599426e-03   5.26607269e-03
    9.39956158e-02   5.67905419e-02]
 [  2.10976519e-04   4.55925510e-05   4.80059425e-05   5.30684292e-06
    9.22554493e-01   5.22257462e-02   1.29915727e-02   4.81187686e-04
    1.99187011e-03   9.44518577e-03]
 [  1.26100995e-03   1.35352864e-04   1.20099117e-04   2.25658368e-04
    2.77287424e-01   4.88175923e-04   1.27816078e-04   1.06107453e-02
    1.02160941e-03   7.08722115e-01]
 [  7.80445262e-05   1.21670591e-05   9.57745593e-04   2.11836994e-02
    9.02160173e-06   3.48776835e-03   6.79477262e-06   5.28164819e-05
    9.67092872e-01   7.11908517e-03]
 [  1.49688567e-04   3.07479524e-03   1.19321479e-03   8.45478848e-03
    7.63841569e-02   5.70938271e-03   1.48886451e-04   1.16259009e-02
    1.60336252e-02   8.77225578e-01]
 [  7.58130243e-03   1.89919602e-02   2.11011502e-03   1.46363992e-02
    2.65267864e-02   8.39209408e-02   8.13117027e-01   4.23994861e-05
    3.28148454e-02   2.58195185e-04]
 [  8.32096487e-03   1.25945732e-03   6.82762682e-01   4.94765453e-02
    1.43163966e-03   2.53208424e-03   2.55737975e-02   3.75887100e-03
    2.04760388e-01   2.01234277e-02]
 [  9.54469670e-07   1.67878147e-06   8.47106159e-04   4.99027483e-05
    9.76129293e-01   2.60968256e-04   1.05768023e-02   6.97749108e-03
    2.22888892e-03   2.92693730e-03]]
INFO:tensorflow:probabilities = [[  5.90149011e-06   1.33108242e-05   5.01964067e-04   9.95871961e-01
    1.00129910e-06   3.10775754e-03   7.73383874e-07   8.06477658e-07
    4.71231266e-04   2.52291702e-05]
 [  7.82078278e-05   5.36078005e-05   9.88932014e-01   1.03901280e-02
    4.78532638e-06   3.74766387e-05   3.20591971e-05   3.98095472e-06
    4.36659204e-04   3.09487441e-05]
 [  9.84234273e-01   1.73124627e-05   4.99967160e-03   4.12448135e-04
    5.71701239e-05   3.66763561e-04   1.55783768e-04   7.77172332e-04
    1.16707769e-03   7.81225553e-03]
 [  3.38146067e-03   8.52621019e-01   3.16777229e-02   5.96016878e-04
    1.51961038e-04   3.92768532e-04   4.24738787e-03   3.89156230e-05
    1.06873453e-01   1.94232798e-05]
 [  4.93621686e-04   9.89789307e-01   1.43433351e-03   2.08321144e-04
    7.49534302e-05   9.59154568e-05   2.67725345e-03   7.98564797e-05
    5.13748173e-03   8.79071922e-06]
 [  3.66989152e-05   3.36415629e-09   5.98476788e-07   2.79556152e-05
    5.38949796e-04   1.49494765e-04   8.95633363e-08   4.95644249e-02
    2.39476922e-05   9.49657857e-01]
 [  9.72773123e-05   2.06000709e-06   9.04978442e-05   6.12231270e-06
    1.35923515e-03   2.98769958e-03   9.95147049e-01   2.26154427e-07
    3.06755217e-04   3.13993155e-06]
 [  3.71287524e-06   1.01247588e-06   2.15316868e-05   9.99787509e-01
    5.13483762e-08   1.42634060e-04   1.41629030e-07   9.44689802e-08
    4.03539343e-05   3.02696685e-06]
 [  1.01859575e-06   9.74965369e-05   5.04027321e-06   4.94807260e-04
    9.62899506e-01   7.29382620e-04   1.58742459e-05   3.55816941e-04
    1.98494922e-03   3.34161259e-02]
 [  8.45283284e-05   2.94424154e-07   1.08455459e-03   5.65607934e-07
    1.58719868e-05   8.60258751e-06   9.98784721e-01   1.28647022e-08
    1.50766600e-05   5.70595375e-06]
 [  3.10536561e-05   3.37742065e-08   1.03423678e-04   2.53836902e-07
    1.63272838e-03   2.46087825e-06   9.98116493e-01   6.33018900e-08
    1.09914537e-04   3.59281603e-06]
 [  2.86524417e-03   7.22772062e-01   1.90429874e-02   8.11330751e-02
    2.76453625e-02   4.83047254e-02   2.45511681e-02   1.71018466e-02
    4.10892814e-02   1.54942619e-02]
 [  4.68319911e-07   8.18795165e-09   1.01136884e-07   3.22242595e-05
    5.15428544e-09   2.92173422e-06   8.60998686e-12   9.99955773e-01
    7.41957038e-08   8.35516857e-06]
 [  5.77730862e-06   2.99493433e-04   4.60203097e-04   9.97358501e-01
    6.29894600e-07   1.21083565e-03   1.03655259e-06   1.86257864e-06
    6.60421152e-04   1.16155047e-06]
 [  6.22027740e-03   9.94795002e-04   1.49211060e-04   3.71030904e-03
    8.39048153e-05   9.64614749e-01   9.59656099e-05   6.34256750e-04
    2.33584475e-02   1.37966868e-04]
 [  1.94607287e-06   4.85580793e-04   9.98453617e-01   4.14498179e-04
    2.67585303e-04   4.20647302e-06   2.74653692e-04   4.38601546e-06
    8.94381592e-05   4.22350877e-06]
 [  1.14788795e-02   7.87615240e-01   1.97828859e-02   3.38863209e-02
    2.75625172e-03   4.84103896e-02   1.07622053e-02   6.38148375e-03
    7.25810379e-02   6.34534284e-03]
 [  1.19189245e-07   5.38575114e-06   2.10938921e-07   1.26956538e-05
    9.73976672e-01   4.81791139e-05   2.56413659e-06   1.01144426e-04
    4.34833019e-05   2.58094370e-02]
 [  1.52999824e-09   1.83152281e-07   1.89654645e-06   1.16696247e-05
    9.98270750e-01   8.44536135e-06   4.12526151e-06   4.16523872e-05
    2.53326652e-05   1.63575902e-03]
 [  1.69924193e-03   8.07081833e-02   3.19020776e-03   3.20679555e-03
    4.68477607e-03   1.11219073e-02   8.71594787e-01   1.74756613e-04
    2.29065940e-02   7.12806068e-04]
 [  6.52769950e-06   8.69128507e-06   2.76179111e-04   1.07397340e-04
    1.81287367e-04   3.57859186e-04   7.16490467e-05   4.49212030e-06
    9.98929560e-01   5.63597459e-05]
 [  1.77394850e-06   4.34753140e-08   7.30204818e-07   1.25760243e-06
    9.83773947e-01   5.59410619e-05   7.32796843e-06   5.10658976e-03
    2.41466096e-05   1.10282730e-02]
 [  1.20086332e-08   3.20236654e-06   9.99988914e-01   5.94573385e-06
    1.83983506e-09   1.81788735e-07   1.86509595e-07   1.84787297e-07
    1.14516274e-06   2.58483152e-10]
 [  1.52883978e-04   6.50234506e-06   2.33900544e-04   1.15561415e-03
    2.40529217e-02   5.94634272e-04   2.12494833e-05   2.18565427e-02
    1.14161347e-03   9.50784147e-01]
 [  1.39416425e-05   5.49874494e-05   1.41524361e-04   2.26123902e-05
    1.24216722e-05   2.21126553e-04   9.95741725e-01   5.16514875e-09
    3.79144121e-03   2.22019395e-07]
 [  1.82941967e-05   1.51289703e-06   1.73280074e-04   1.03401500e-04
    2.99812548e-08   4.48816490e-06   1.33782452e-09   9.99044240e-01
    1.07270447e-04   5.47475647e-04]
 [  3.82431922e-03   4.56277427e-04   3.26192845e-03   5.25955319e-01
    1.65361907e-05   1.19571097e-01   3.68272026e-06   2.92786807e-01
    3.62101546e-03   5.05029522e-02]
 [  4.99452837e-02   2.39361520e-06   1.54089117e-02   1.92266933e-04
    1.35496244e-01   6.33626478e-04   3.28227557e-04   5.72252758e-02
    1.32949660e-02   7.27472782e-01]
 [  3.67997709e-05   1.14612448e-07   1.41462733e-05   1.72900895e-04
    7.77969416e-03   3.02155648e-04   1.23844279e-06   2.14604079e-03
    1.05477066e-03   9.88492131e-01]
 [  2.96820654e-04   1.04593573e-06   2.63847789e-04   1.09299970e-06
    1.52770095e-04   4.40756885e-05   9.98640835e-01   1.79902645e-06
    5.85933798e-04   1.18431981e-05]
 [  1.67365204e-06   5.30511102e-08   3.77744840e-07   6.34986354e-05
    4.23945920e-07   9.99658942e-01   6.70309532e-07   9.28456245e-07
    2.71992642e-04   1.40882548e-06]
 [  3.49694834e-04   3.69150098e-06   4.21618242e-05   1.20527529e-05
    3.01468594e-04   3.93758062e-04   2.03710783e-07   9.93073940e-01
    1.76494257e-04   5.64648909e-03]
 [  6.82503160e-05   7.91739785e-06   2.70097844e-05   1.79797265e-04
    8.62243492e-03   1.55068585e-04   9.08259790e-06   8.76556616e-03
    1.36480329e-03   9.80800033e-01]
 [  7.49848969e-03   7.78715312e-01   3.96802323e-03   5.67542110e-03
    2.54498865e-03   1.95639711e-02   1.21483477e-02   5.65102836e-03
    1.63553491e-01   6.81010948e-04]
 [  6.65870903e-05   1.09372804e-05   2.91999448e-02   2.69333512e-01
    1.19762961e-04   5.81165910e-01   1.17589545e-04   1.44241858e-04
    1.18117757e-01   1.72376703e-03]
 [  2.24841665e-06   9.22837808e-06   3.46031561e-02   8.54905415e-03
    7.88761383e-07   2.33871528e-04   5.65735654e-08   2.33108411e-04
    9.55710351e-01   6.58138888e-04]
 [  3.38789134e-04   1.84206257e-07   3.09828110e-03   4.87607213e-06
    7.37395346e-01   1.78635339e-04   3.14110366e-04   7.21559263e-05
    4.61107047e-05   2.58551449e-01]
 [  5.34436276e-06   1.27366284e-05   2.70523422e-04   3.32451984e-03
    2.07730196e-03   3.80008751e-05   1.65833217e-06   1.34101440e-03
    4.44203644e-04   9.92484748e-01]
 [  1.12427201e-03   9.08995807e-01   1.98923312e-02   1.03068249e-02
    6.76845026e-04   9.99178039e-04   3.37667204e-02   8.87153728e-04
    2.31716093e-02   1.79236056e-04]
 [  8.83410848e-07   2.44239455e-08   5.99017731e-05   1.41623815e-07
    4.26655824e-05   3.69647660e-06   9.99851823e-01   4.50074822e-09
    4.08192791e-05   7.76324640e-08]
 [  2.51166709e-03   2.33285245e-04   9.61048901e-03   8.69274314e-04
    5.36380887e-01   3.46556008e-02   5.58145856e-03   3.38263363e-02
    7.60255521e-03   3.68728548e-01]
 [  7.92978215e-04   9.80963588e-01   8.74463294e-04   3.89027502e-03
    2.49006785e-03   1.57743387e-04   3.20885069e-04   8.76288209e-03
    1.02636288e-03   7.20673474e-04]
 [  1.72765994e-07   1.14640759e-04   9.99815404e-01   1.95663506e-05
    9.14798022e-07   3.60789187e-07   2.64090468e-05   1.56958940e-05
    6.67408904e-06   6.93079301e-08]
 [  1.19620185e-04   9.84745324e-01   8.86189984e-04   7.43572426e-04
    4.83277254e-04   1.27973690e-04   1.41016743e-03   8.43809173e-03
    2.55217357e-03   4.93572617e-04]
 [  1.93857728e-03   9.84094679e-01   2.49719736e-03   2.83556571e-03
    2.03891052e-03   5.06033772e-04   2.19744374e-03   7.73226551e-04
    2.81296647e-03   3.05355381e-04]
 [  2.91834950e-01   6.66755877e-05   4.90629394e-03   4.66885074e-04
    1.89260766e-03   2.65153907e-02   1.77237054e-03   6.35483205e-01
    1.48535799e-02   2.22080145e-02]
 [  9.99226928e-01   1.72373738e-09   2.21361333e-04   1.49156431e-05
    1.48085192e-07   1.79226863e-05   4.60632989e-04   1.45044555e-06
    4.95248823e-05   7.21655897e-06]
 [  2.46227277e-03   3.58433910e-02   5.00866100e-02   8.81469071e-01
    1.16560969e-03   1.74449086e-02   2.56813993e-03   5.43544069e-04
    7.18724588e-03   1.22915849e-03]
 [  6.48318976e-03   1.07268688e-05   6.04847493e-03   7.87314377e-04
    6.40778046e-04   1.11158437e-03   3.45147273e-05   1.25937331e-02
    9.18111742e-01   5.41779175e-02]
 [  1.52112561e-05   9.66388416e-06   1.17000937e-03   9.94768977e-01
    1.02654518e-09   3.75286001e-03   3.90409438e-09   2.02216761e-05
    2.62817543e-04   1.93340071e-07]
 [  6.49927699e-07   1.87118142e-03   9.97174382e-01   2.45042145e-04
    2.37763470e-05   4.35003756e-07   6.37649093e-04   2.52664777e-05
    2.12950617e-05   2.48079743e-07]
 [  2.43043317e-03   1.25940796e-05   1.27782463e-04   5.10691840e-04
    3.09655583e-03   1.50570486e-05   6.49498088e-06   8.90218690e-02
    8.63602399e-05   9.04692173e-01]
 [  7.50183314e-03   5.31816855e-04   9.46142187e-04   1.38160563e-03
    6.09739971e-07   9.81885016e-01   2.76296723e-05   1.97704020e-03
    5.55915339e-03   1.89183862e-04]
 [  4.98439076e-05   5.00968366e-04   3.76744755e-02   8.65964472e-01
    5.65557333e-04   4.09473944e-03   5.85252710e-05   2.58889794e-03
    7.88510591e-02   9.65141505e-03]
 [  3.09473631e-04   3.90693049e-06   3.72724986e-04   1.29727123e-05
    3.45745415e-04   1.33799051e-03   9.97402966e-01   1.94269819e-06
    1.08410146e-04   1.03782346e-04]
 [  4.64806192e-07   8.55375049e-07   3.42504936e-04   6.73372426e-07
    5.22316480e-03   1.72798784e-04   9.94210601e-01   5.45567389e-07
    4.36717091e-05   4.74611716e-06]
 [  1.39581432e-04   1.89960154e-03   3.99676152e-03   1.72876585e-02
    2.47992901e-03   1.86795392e-03   1.02342200e-03   2.84280250e-04
    9.62802112e-01   8.21867306e-03]
 [  9.94906732e-05   9.96014833e-01   8.23466689e-04   8.55980441e-04
    7.88789112e-05   1.09469293e-04   3.47353169e-04   8.18204309e-04
    7.27964041e-04   1.24526428e-04]
 [  5.69334770e-05   8.19200352e-07   7.72710085e-01   1.69424643e-03
    1.10023757e-09   6.01415309e-07   1.04097005e-07   4.93789958e-06
    2.25531861e-01   2.34248631e-07]
 [  4.19327244e-03   1.16206329e-05   3.35712029e-05   1.12153153e-04
    4.83507829e-05   9.90154207e-01   8.31309735e-05   3.94601468e-03
    1.13916816e-03   2.78528663e-04]
 [  9.90435910e-06   1.23618784e-05   2.42706365e-03   1.05578906e-03
    1.57253034e-02   7.11229804e-05   2.50275407e-05   9.10154916e-03
    5.34793595e-04   9.71037090e-01]
 [  3.57721263e-04   1.08892266e-06   7.81563085e-06   2.14341984e-04
    1.08460813e-06   9.98838365e-01   8.87463375e-06   2.25806234e-05
    5.00122143e-04   4.80444942e-05]
 [  9.22968844e-04   1.15145231e-04   2.67774769e-04   6.68943030e-05
    2.82777362e-02   1.08001478e-01   4.99853492e-02   9.56233358e-04
    7.88376749e-01   2.30297055e-02]
 [  8.08886136e-04   1.33133726e-04   7.58047274e-04   1.13839591e-02
    7.04760751e-05   9.50188041e-01   4.09702101e-04   3.84459650e-04
    2.99387258e-02   5.92449075e-03]
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    7.40991163e-06   1.45185811e-06]
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 [  9.99350250e-01   2.63954352e-08   3.69482150e-05   1.59279080e-06
    2.84620985e-08   5.45157993e-04   6.14710807e-05   4.78503246e-08
    4.42387454e-06   1.87945545e-07]
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    1.74272235e-03   1.21230900e-03]
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    2.89257656e-07   6.47218004e-02   6.47327761e-06   1.65585641e-06
    6.63516985e-04   9.40050813e-06]
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    6.93231588e-03   2.88637209e-04]
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    2.72543961e-03   1.60845491e-06   7.61446892e-04   4.75442266e-06
    2.51207030e-06   1.87647856e-05]
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    1.00693228e-07   9.67821598e-01   1.23951520e-06   4.34600651e-07
    6.22929540e-04   3.04795799e-06]
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    1.48748029e-07   1.01335929e-03   2.34272869e-04   1.44651776e-05
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    6.47405670e-07   2.02109790e-04   1.72659804e-06   8.61427196e-08
    1.31034627e-04   1.09772227e-05]
 [  9.50416957e-04   7.55164456e-06   1.83717813e-03   2.91242934e-04
    1.43883744e-05   5.48272437e-05   3.90939647e-04   3.26633244e-06
    9.96272206e-01   1.77993672e-04]
 [  4.21811156e-02   8.83426592e-02   1.25520804e-03   5.98760068e-01
    7.45059410e-03   1.32184520e-01   9.64841805e-03   1.85748916e-02
    7.49469316e-03   9.41077098e-02]
 [  2.62398014e-08   2.27418334e-10   3.53889362e-08   8.81449432e-06
    2.51986694e-06   1.10991721e-06   1.98513747e-10   9.85677779e-01
    1.26035593e-06   1.43083967e-02]
 [  6.59463840e-05   9.95817721e-01   2.00926862e-03   1.38204705e-04
    1.23176214e-04   3.09631141e-05   1.05287792e-04   1.19452144e-03
    4.94860637e-04   1.99166934e-05]
 [  3.13457494e-05   1.72659114e-04   1.24077516e-04   9.12332177e-01
    1.29794539e-03   8.35743621e-02   5.29787270e-04   1.41985765e-05
    1.90093857e-03   2.24286014e-05]
 [  3.14407998e-06   8.03115938e-07   1.52146782e-07   5.64421669e-07
    9.98775661e-01   1.67291091e-05   3.56676833e-06   9.29795278e-05
    2.17773995e-05   1.08456961e-03]
 [  2.95693826e-06   6.26996625e-03   8.37399057e-05   1.36245340e-02
    1.48840249e-01   3.92581942e-03   4.22329067e-05   2.35886476e-03
    1.64563488e-02   8.08395267e-01]
 [  2.21056343e-05   9.93979454e-01   6.69872505e-04   2.21214746e-03
    1.92989697e-04   3.41907609e-04   2.77693500e-04   5.05707809e-04
    1.27929554e-03   5.18680783e-04]
 [  1.69541511e-06   1.24401254e-06   4.21321056e-06   2.79231230e-04
    1.32115337e-03   3.60922058e-05   5.14251326e-08   2.75066216e-02
    5.91420976e-05   9.70790565e-01]]
INFO:tensorflow:global_step/sec: 133.571
INFO:tensorflow:loss = 0.10612, step = 11501
INFO:tensorflow:probabilities = [[  4.41079813e-08   7.63243548e-08   1.15479762e-03   4.41284271e-08
    5.64805232e-04   1.76777291e-06   9.98263419e-01   1.15953441e-07
    1.45711574e-05   4.66236514e-07]
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    9.78518844e-01   3.82796978e-04   1.61061215e-03   1.01785525e-03
    1.96741684e-03   1.18829403e-02]
 [  4.57365104e-07   1.28997082e-04   9.98843074e-01   4.69888037e-04
    5.55772772e-07   3.36880657e-06   5.38100023e-04   1.56408930e-06
    1.40293869e-05   2.07251527e-09]
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    3.92339171e-05   9.11423704e-05   1.21044659e-03   1.25501116e-04
    2.15701293e-03   7.33410561e-05]
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    5.94539219e-04   8.26283795e-05]
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    1.34844187e-04   1.63025153e-03]
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    7.26553162e-06   1.46327807e-07]
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    1.82723943e-02   1.08786914e-02]
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    3.14445875e-04   4.01478057e-04]
 [  6.95704371e-02   2.73086494e-06   7.24200625e-04   1.95638902e-04
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    2.28664561e-04   7.86043802e-06]
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    7.71734689e-04   8.96282472e-06]
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    8.01093969e-03   9.70777214e-01]
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    9.94900703e-01   5.95157209e-04]
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    1.63220067e-03   4.96062785e-05]
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    4.80996491e-03   6.72424903e-07]
 [  9.64294031e-07   3.82752972e-07   1.79267110e-04   9.99597609e-01
    2.16334934e-06   6.41285951e-05   9.34901578e-08   4.07880805e-07
    1.51835455e-04   3.16118326e-06]
 [  3.23926088e-06   4.10022185e-04   2.69923639e-02   9.72092628e-01
    2.34142927e-09   3.28180577e-05   9.86860194e-09   3.65399610e-04
    1.01490026e-04   2.04739581e-06]
 [  2.44633213e-07   1.45416050e-06   9.99678850e-01   2.87963077e-04
    2.42415445e-06   1.48044961e-07   2.33705541e-05   3.21384050e-07
    5.24102961e-06   6.05942887e-08]
 [  2.43422219e-05   3.35911210e-08   4.87316765e-06   5.53065096e-04
    4.57030779e-07   9.97680902e-01   1.73796116e-06   4.09767642e-09
    1.63345924e-03   1.01151498e-04]
 [  3.35742399e-04   9.57591653e-01   2.75937491e-03   5.01353713e-03
    7.36491522e-04   8.60154469e-05   1.45201528e-04   2.04806458e-02
    2.39498005e-03   1.04563450e-02]
 [  2.12137502e-06   3.38263317e-06   2.38594976e-06   9.55796786e-05
    6.77867734e-04   6.22782827e-05   8.08133791e-08   6.12519565e-04
    3.29297211e-04   9.98214483e-01]
 [  7.91141589e-04   7.99960835e-05   3.93721135e-03   7.76499743e-04
    8.40899825e-01   3.74604436e-03   1.39827356e-01   3.77007644e-04
    7.13749137e-03   2.42739148e-03]
 [  4.37191011e-06   1.20255863e-04   2.29321104e-05   2.00122236e-06
    6.65859028e-04   6.75016345e-05   9.99008238e-01   3.24787415e-08
    1.07382031e-04   1.44902924e-06]
 [  2.72179884e-03   2.51157628e-03   8.70484889e-01   5.29884733e-02
    3.91413383e-02   3.72434384e-03   3.75496852e-03   4.42584802e-04
    1.80505607e-02   6.17935229e-03]
 [  1.35619455e-04   1.66793379e-05   2.14862503e-05   1.44362368e-03
    7.54484721e-03   1.13104261e-03   4.85327882e-06   8.90153646e-03
    1.17488240e-03   9.79625404e-01]
 [  6.26860070e-04   1.03680491e-02   1.36285240e-03   3.16940527e-03
    1.53463796e-01   3.85376462e-03   9.37859993e-04   2.87115593e-02
    4.41257097e-02   7.53380120e-01]
 [  2.13471296e-07   3.48173899e-07   2.24712971e-06   2.90245248e-06
    9.99192297e-01   6.02666933e-06   1.51278145e-05   2.79786822e-04
    1.50813954e-04   3.50153074e-04]
 [  4.25587768e-06   5.99912028e-07   1.98237262e-06   4.29934444e-04
    5.88546345e-06   9.99304056e-01   1.08418897e-06   3.43619649e-06
    2.38068111e-04   1.07013684e-05]
 [  2.47911288e-04   6.49662397e-04   3.47176893e-03   2.72297440e-03
    4.26606020e-05   1.23537658e-03   7.45475059e-04   1.65586516e-05
    9.90756333e-01   1.11285197e-04]
 [  1.68035564e-04   9.80826497e-01   4.42274660e-03   2.36540945e-04
    8.28045944e-04   3.39476625e-04   6.03902945e-03   8.85426925e-05
    7.01239472e-03   3.87616092e-05]
 [  2.67486553e-06   6.92159374e-05   2.54644454e-03   2.51747388e-02
    4.04185039e-06   4.38977077e-05   2.83402599e-08   9.70343173e-01
    1.14190407e-04   1.70159107e-03]
 [  3.88409317e-05   2.51774467e-03   2.32430897e-03   1.20120430e-02
    2.06385806e-01   1.93727214e-03   1.93170551e-03   7.49045730e-01
    6.46189926e-03   1.73446648e-02]
 [  2.85992792e-05   5.95284355e-08   7.16003822e-03   2.59534400e-02
    6.73460875e-07   3.01523891e-04   4.56437135e-07   5.86369310e-07
    9.66453671e-01   1.00970406e-04]
 [  6.04040360e-05   9.96115685e-01   9.54349991e-04   1.21467558e-04
    8.27554250e-05   4.45007638e-04   3.44237167e-04   2.52834638e-04
    1.52571895e-03   9.73190909e-05]
 [  1.28016538e-07   3.49611355e-07   2.70192430e-07   9.99834895e-01
    1.98383909e-09   1.60110532e-04   1.22556920e-09   1.86521447e-07
    3.89972593e-06   1.76590063e-07]
 [  1.55079135e-04   1.68410008e-06   1.11246598e-03   9.92081642e-01
    3.08859768e-07   5.82006481e-03   1.19150184e-06   4.99142573e-07
    8.26355768e-04   6.76283378e-07]
 [  3.46239358e-06   1.02476100e-04   6.90090237e-04   9.99114215e-01
    6.18510221e-09   6.34766766e-05   1.20375375e-07   5.61178786e-06
    1.88046197e-05   1.79510334e-06]
 [  1.00663266e-04   1.30442295e-05   7.26208091e-05   1.53288001e-05
    1.78984905e-04   1.71337873e-04   9.99378443e-01   2.23047660e-08
    6.77272255e-05   1.94784207e-06]
 [  4.04389630e-06   1.12499192e-05   1.43623092e-05   4.43690769e-05
    9.80533481e-01   4.62367752e-04   8.32876030e-05   1.08855986e-03
    1.26394050e-04   1.76318698e-02]
 [  5.37882806e-06   1.51770865e-03   9.96733665e-01   7.79915834e-04
    8.55733475e-08   3.92151878e-06   4.72018337e-06   6.12699387e-06
    9.48396104e-04   4.19738910e-08]
 [  1.00692261e-04   7.53294118e-03   7.57939219e-01   1.81114376e-01
    9.42708459e-03   5.74434549e-03   4.98679408e-04   9.76150390e-04
    3.33271511e-02   3.33944359e-03]
 [  1.58105451e-09   8.02842624e-06   9.99978185e-01   1.10371930e-05
    3.90619004e-09   3.71140949e-08   6.95777487e-07   9.50037915e-09
    2.01182502e-06   3.57852192e-10]
 [  9.65981963e-06   5.54045016e-07   4.68241633e-05   2.13473450e-05
    1.87171997e-06   2.99372846e-06   8.99159192e-10   9.98218477e-01
    2.07008597e-05   1.67753361e-03]
 [  9.93170381e-01   6.79482241e-07   4.20623226e-03   1.00255806e-04
    1.00298826e-06   1.82692788e-03   1.44301248e-05   1.50077103e-04
    4.48257124e-05   4.85017692e-04]
 [  1.96098555e-02   1.97147756e-07   4.26436736e-06   6.64839354e-06
    2.28453217e-07   9.78287160e-01   7.80669870e-05   3.79541598e-06
    2.00599036e-03   3.75354580e-06]
 [  4.82858246e-04   9.38924968e-01   3.30172828e-03   1.66478485e-03
    2.20057584e-04   8.67208219e-05   7.41668511e-04   3.06217023e-03
    4.95800488e-02   1.93505862e-03]
 [  2.61346315e-04   1.47228357e-05   9.94457603e-01   2.01827424e-04
    2.61567999e-04   1.04057355e-04   1.21770310e-04   4.13799462e-05
    1.57797302e-03   2.95782066e-03]
 [  3.61541908e-08   2.14027111e-07   2.14557058e-05   9.99868751e-01
    8.42153864e-12   5.15638421e-05   3.46480795e-11   1.73915232e-05
    3.02960289e-05   1.02166186e-05]
 [  5.92257447e-06   3.96599353e-05   9.96373117e-01   2.09301151e-03
    2.28673489e-05   1.25656934e-05   1.08360204e-04   1.07677677e-03
    2.03615709e-04   6.39622158e-05]
 [  1.82147160e-05   9.98160899e-01   9.77675372e-05   5.03817108e-04
    8.05302443e-06   8.04263163e-06   4.52693093e-05   3.94330418e-05
    1.10620121e-03   1.22527135e-05]
 [  1.01803630e-06   1.04381058e-06   1.82981712e-05   1.53288943e-06
    9.98516381e-01   9.63230777e-05   1.33141212e-03   6.82501241e-06
    2.05118181e-06   2.52553782e-05]
 [  9.79069000e-07   1.29377179e-06   5.59973273e-07   3.54128242e-05
    6.08250080e-03   7.67026650e-05   4.25458722e-07   6.27934281e-03
    2.08756630e-03   9.85435247e-01]
 [  6.17649930e-05   9.92429923e-05   4.43845238e-06   1.15112972e-03
    1.06382356e-06   9.94044125e-01   2.21398186e-05   1.60691400e-06
    4.57243668e-03   4.20672695e-05]
 [  2.46746262e-04   8.63762034e-05   1.22145226e-04   9.98879015e-01
    1.83485383e-06   5.27077762e-04   1.08957875e-06   5.09342408e-06
    1.23559701e-04   7.17460944e-06]
 [  1.04276296e-06   1.45181104e-07   1.12181806e-05   2.77282452e-05
    2.61998867e-08   3.23161373e-07   3.43424247e-11   9.99654055e-01
    2.31178902e-07   3.05173802e-04]
 [  3.77194141e-07   2.24817867e-07   4.29763503e-07   6.01449074e-06
    9.98022676e-01   5.54636517e-06   1.20730965e-05   8.37591506e-05
    2.65384933e-05   1.84240192e-03]
 [  7.46247042e-06   6.57932333e-06   7.73291104e-04   2.11092629e-05
    5.01400209e-05   9.19926515e-06   4.64006953e-05   3.33194066e-06
    9.98800993e-01   2.81509769e-04]
 [  5.93174336e-05   2.15222317e-05   2.19921021e-05   2.26542179e-04
    6.83161255e-04   9.95597661e-01   1.93584221e-03   2.73837486e-06
    5.69780939e-04   8.81420739e-04]
 [  4.48894571e-04   8.80738735e-05   4.10248153e-02   4.19158667e-01
    1.88082831e-05   1.46737890e-02   3.09541763e-04   1.02439444e-05
    5.24167717e-01   9.94255315e-05]
 [  1.05928528e-04   4.29041847e-07   3.63161234e-06   1.11471512e-04
    1.54362363e-06   2.66236515e-04   7.54088489e-07   2.53726944e-06
    9.99479711e-01   2.78188872e-05]
 [  9.99993324e-01   1.22923124e-12   5.31927924e-08   2.35794992e-08
    1.58059666e-12   6.63913943e-06   1.70144043e-09   1.99516917e-10
    3.30000538e-09   1.79717102e-10]
 [  5.68329930e-01   6.66491951e-06   4.28406335e-03   4.91683697e-03
    6.35137330e-05   3.69916171e-01   1.16385279e-04   5.52827166e-03
    4.15531285e-02   5.28511498e-03]
 [  1.81348878e-06   1.03628496e-04   5.84936759e-04   1.61854771e-03
    1.72350612e-02   1.67659047e-04   4.12896679e-06   1.73452171e-03
    9.63934325e-03   9.68910396e-01]
 [  6.97874825e-08   3.60581254e-07   2.55429973e-06   9.99575555e-01
    6.52711876e-08   3.02561268e-04   6.17843721e-10   6.18838897e-07
    1.04707862e-04   1.35011287e-05]
 [  3.77918809e-07   2.37559861e-10   6.27008945e-10   3.33295020e-07
    1.10139254e-05   6.50240690e-06   9.62691992e-12   9.96049345e-01
    4.93006723e-07   3.93193495e-03]
 [  5.04779746e-04   9.72574770e-01   7.29261339e-03   5.02199121e-03
    4.61662421e-04   5.98639192e-04   6.78886287e-03   2.10851384e-03
    4.28342214e-03   3.64817621e-04]
 [  5.35539039e-05   9.96455669e-01   5.34656981e-04   6.01847772e-04
    8.57338600e-05   5.24997522e-05   4.96883353e-04   4.97278161e-05
    1.63125969e-03   3.80574493e-05]
 [  4.15328832e-04   1.55822523e-02   6.90263137e-03   9.49642479e-01
    1.91182844e-04   2.79347505e-03   2.96832441e-04   9.63106111e-04
    2.05694083e-02   2.64308299e-03]
 [  8.19705474e-06   7.43440239e-07   3.12424754e-06   7.18259107e-05
    5.15434565e-03   5.69913791e-05   1.36496922e-07   1.04827639e-02
    1.29797598e-04   9.84091997e-01]
 [  2.24145770e-05   4.67603444e-04   5.49104552e-05   6.03766297e-04
    2.05146662e-05   1.45489423e-04   3.25238091e-07   9.81080234e-01
    1.09155781e-05   1.75938085e-02]
 [  3.16866150e-04   2.41887555e-01   1.66695833e-03   6.56471029e-02
    4.28958956e-05   2.44586682e-03   4.27777675e-04   8.42753705e-03
    6.72935903e-01   6.20156946e-03]
 [  7.01772980e-04   3.86807993e-02   5.28503675e-03   4.30808263e-03
    8.71988773e-01   1.85071188e-03   4.40190686e-03   1.71081361e-03
    1.06636586e-03   7.00056776e-02]
 [  2.84974703e-06   2.16622766e-07   1.38103147e-04   1.99930867e-07
    2.65380504e-06   6.43114799e-06   9.99819458e-01   1.30291056e-09
    3.01161090e-05   1.47573305e-08]
 [  1.65502497e-04   9.90448654e-01   2.75430968e-04   4.43719124e-04
    1.27889551e-04   2.53106642e-04   8.93013057e-05   2.05785455e-03
    5.75183704e-03   3.86691070e-04]]
INFO:tensorflow:probabilities = [[  6.09980198e-05   9.92613316e-01   1.29436841e-03   7.15130416e-04
    1.39393684e-04   3.88158733e-05   1.75682566e-04   2.52524065e-03
    2.38242280e-03   5.45125367e-05]
 [  1.22447573e-02   1.17992408e-06   2.81734159e-03   1.22321805e-03
    6.36049546e-04   9.79584758e-04   1.00554469e-04   1.05152903e-02
    3.09283263e-04   9.71172690e-01]
 [  2.41081507e-05   4.87147283e-08   9.99603093e-01   3.27449146e-04
    2.36356004e-06   4.49382433e-08   3.62100582e-05   1.33187166e-06
    4.48842820e-06   8.43821283e-07]
 [  5.72018371e-06   3.48507820e-05   9.97391105e-01   1.71876349e-03
    2.97646970e-04   4.28417734e-05   1.95736375e-05   1.87336394e-04
    1.45237762e-04   1.56839058e-04]
 [  1.45260208e-06   1.36741818e-09   1.47351830e-06   1.38957191e-07
    9.99471605e-01   2.42684609e-06   3.40839724e-05   1.09433684e-04
    4.67297432e-05   3.32743744e-04]
 [  6.38923841e-04   1.07056210e-02   4.19815863e-03   2.48164266e-01
    3.94743634e-03   3.01258452e-02   2.18579243e-03   9.85765131e-04
    6.51501000e-01   4.75472882e-02]
 [  1.02128570e-05   1.22575557e-05   2.66148236e-05   1.47971569e-03
    2.71400018e-03   1.50151853e-03   2.89584545e-06   1.36661185e-02
    2.17305799e-03   9.78413582e-01]
 [  9.59541261e-01   1.63720813e-07   1.19117624e-03   2.22554500e-03
    2.72212510e-08   3.47886905e-02   1.03129743e-04   3.03681122e-06
    2.14544684e-03   1.45167553e-06]
 [  9.94763613e-01   1.50650942e-06   6.49039750e-04   1.97120273e-04
    3.04923049e-07   2.56880326e-03   9.21375118e-04   4.02070054e-06
    7.27008621e-04   1.67075370e-04]
 [  3.90463229e-03   4.83317126e-04   1.98182228e-04   1.94157213e-02
    1.21890847e-02   3.77808213e-01   2.99705775e-03   5.43905616e-01
    1.05123231e-02   2.85857711e-02]
 [  9.49896821e-06   4.66732004e-08   5.83172296e-05   7.84935708e-07
    1.59906449e-05   1.56362876e-05   9.99897838e-01   2.21794654e-08
    1.51891322e-06   3.23367857e-07]
 [  2.76344781e-06   1.05945554e-04   2.02047601e-02   1.34661474e-04
    1.25013321e-04   3.49540314e-05   9.78931308e-01   1.06795835e-06
    4.58652416e-04   8.95413905e-07]
 [  3.28116148e-05   9.89880562e-01   3.59464058e-04   3.52658681e-04
    7.36499715e-05   3.88229892e-05   2.38840148e-04   3.78929981e-04
    8.57153907e-03   7.28218511e-05]
 [  8.78010236e-04   8.20619524e-01   7.36294314e-02   7.72576109e-02
    1.39517389e-04   5.97687857e-03   8.59337766e-03   8.59212782e-03
    9.02063970e-04   3.41165019e-03]
 [  1.64049619e-04   6.73721370e-05   1.13582436e-03   1.85459081e-04
    6.21250481e-04   6.36855140e-04   9.95018005e-01   3.01418931e-05
    2.12439592e-03   1.66214104e-05]
 [  4.21499044e-06   2.47869457e-06   1.48106892e-06   5.99136401e-05
    9.34914172e-01   1.70106228e-04   5.63421600e-06   4.99725516e-04
    4.37708004e-05   6.42984286e-02]
 [  4.37577819e-06   7.34873273e-09   1.08665517e-07   1.30032783e-03
    1.55987109e-05   9.97465372e-01   4.34159546e-07   5.40518101e-07
    1.06912230e-04   1.10613706e-03]
 [  3.19190367e-05   6.97313866e-04   1.66031101e-03   8.72129321e-01
    2.09853351e-06   5.33589337e-04   3.90269997e-06   1.86704856e-05
    1.23028301e-01   1.89456507e-03]
 [  1.99647166e-05   1.00863826e-05   9.00347834e-04   2.56853662e-02
    2.21212767e-02   2.93698329e-02   9.48156230e-06   8.56375881e-03
    1.43240672e-03   9.11887467e-01]
 [  1.05901416e-02   5.74267411e-04   1.52531685e-02   6.65329874e-01
    1.57816114e-03   7.21030496e-03   2.71226818e-05   2.21058413e-01
    8.14821571e-03   7.02303573e-02]
 [  7.65735313e-05   8.02953707e-07   1.58706025e-05   1.62092096e-04
    2.76608169e-01   1.22983265e-03   8.88446448e-05   8.17720429e-04
    2.21047099e-04   7.20779121e-01]
 [  1.43155878e-04   9.93905962e-01   3.60970432e-03   4.14291368e-04
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    8.54269558e-07   7.33891602e-06]
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    6.44813152e-03   3.48310386e-05]
 [  3.47107971e-06   1.25166741e-06   2.12196610e-04   8.12990684e-03
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    3.54025833e-05   3.56847071e-04]
 [  3.84598243e-05   1.20642270e-07   1.60564241e-06   1.20253465e-03
    2.36563324e-06   9.98475373e-01   7.26398866e-06   6.25435462e-07
    1.58050520e-04   1.13659225e-04]
 [  8.48847631e-05   9.75614667e-01   7.04918755e-04   9.36631113e-03
    8.46989045e-04   5.60876157e-04   5.50352386e-04   8.34492967e-03
    2.16925889e-03   1.75673689e-03]
 [  9.98550832e-01   1.42242641e-07   1.22352227e-04   2.19075482e-05
    2.61420500e-05   4.38622985e-04   2.79060303e-04   2.89579388e-04
    1.91158033e-04   8.00740454e-05]]
INFO:tensorflow:global_step/sec: 150.908
INFO:tensorflow:loss = 0.193747, step = 11601
INFO:tensorflow:probabilities = [[  4.20791257e-05   2.79108758e-06   1.25752422e-05   6.60111982e-05
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    9.77034681e-03   1.13916431e-04]
 [  5.78837862e-05   1.33124631e-04   1.13637163e-03   8.91133547e-01
    1.53704605e-05   8.59912187e-02   2.09324517e-05   1.62934120e-05
    2.13782322e-02   1.17062023e-04]
 [  1.12398446e-03   4.91097444e-06   8.33400409e-04   3.23078781e-03
    3.35335149e-04   9.17547464e-01   4.34182177e-04   9.35711705e-06
    7.54456297e-02   1.03495945e-03]
 [  3.53792217e-04   2.74424082e-07   3.63929939e-05   6.59628586e-06
    5.94649464e-03   2.30456528e-04   5.17688159e-06   2.35504687e-01
    1.05459546e-03   7.56861508e-01]
 [  3.82118014e-05   2.70461175e-03   1.09787669e-03   7.64324272e-04
    8.36972415e-01   4.17816034e-03   1.49470076e-01   2.26598437e-04
    1.70834467e-03   2.83942861e-03]
 [  4.93341012e-08   4.63860452e-08   1.16702351e-04   4.14412716e-06
    9.98533845e-01   3.96018777e-06   7.60597992e-04   2.17093238e-05
    2.91105127e-04   2.67780677e-04]
 [  8.59679189e-04   7.74014188e-05   9.85368669e-01   3.04811215e-03
    7.52108695e-04   1.34196771e-05   6.86069892e-04   3.77916475e-03
    2.26859888e-03   3.14660207e-03]
 [  1.48139335e-02   2.00984996e-05   1.30862213e-06   2.75501952e-04
    1.11040507e-07   9.80233490e-01   3.28429110e-07   2.27470067e-04
    4.41438938e-03   1.32957421e-05]
 [  1.60507279e-05   1.01498060e-03   1.72343673e-04   2.04077968e-03
    1.24846647e-05   1.16277071e-04   4.43351240e-08   9.77837384e-01
    5.63672984e-05   1.87331978e-02]
 [  2.67277865e-05   2.17117099e-06   9.99018431e-01   6.00526691e-04
    7.54918219e-05   4.56348644e-05   1.37144336e-04   7.38736526e-06
    4.10894645e-05   4.52194035e-05]
 [  1.23468744e-05   2.46033524e-05   6.58093486e-05   1.77411039e-05
    1.08504792e-04   7.71771010e-04   9.98912692e-01   2.88672286e-09
    8.51873410e-05   1.37506561e-06]
 [  9.42173181e-04   3.34977615e-03   2.23934017e-02   4.78831062e-04
    9.10914123e-01   8.01175192e-04   4.68251295e-02   2.53394246e-03
    1.86033116e-03   9.90110822e-03]
 [  4.97814268e-04   1.44308014e-02   7.71872653e-03   3.66372198e-01
    1.76496140e-03   1.73226148e-02   1.80925170e-04   5.48939586e-01
    2.92101614e-02   1.35622080e-02]
 [  2.78350331e-06   4.99923033e-07   8.99154285e-04   7.14423659e-04
    1.75876703e-05   3.76715775e-06   1.72634955e-08   9.96105492e-01
    5.31946353e-06   2.25087744e-03]
 [  3.09422430e-05   4.76725427e-06   9.26653865e-06   4.77172325e-05
    2.78178528e-02   4.28509666e-04   2.82728320e-06   8.20842385e-03
    1.89305749e-04   9.63260412e-01]
 [  6.24821987e-04   3.11433178e-05   8.72670382e-04   6.09124481e-06
    2.53477396e-04   1.86093710e-03   9.96171057e-01   1.48702824e-07
    1.75986861e-04   3.66226413e-06]
 [  8.25341791e-03   9.18580801e-04   7.37843849e-03   5.02233813e-03
    7.60451108e-02   1.35767339e-02   2.58688014e-02   1.73245455e-04
    8.35175812e-01   2.75875125e-02]
 [  2.90893542e-04   6.10187811e-08   3.98135220e-04   1.67724706e-04
    1.88805585e-04   3.01845303e-05   3.84156738e-06   5.59945740e-02
    7.05453713e-05   9.42855299e-01]
 [  1.94534039e-07   3.96192604e-07   9.99370873e-01   3.08149174e-04
    2.27300330e-08   3.49146291e-07   4.12986907e-07   2.07426448e-04
    1.11271176e-04   1.00140664e-06]
 [  1.63854388e-08   3.19251257e-07   6.41329677e-07   2.90634625e-06
    8.53677307e-09   2.09844842e-07   8.50374215e-11   9.99934673e-01
    2.07333937e-06   5.92606011e-05]
 [  4.16686817e-04   6.78597871e-06   7.35771609e-05   1.63735443e-04
    6.92611211e-04   1.87563986e-04   6.10838242e-07   3.16259146e-01
    1.18532672e-03   6.81013882e-01]
 [  8.59219988e-04   1.39990166e-01   3.22754160e-02   1.39630567e-02
    1.10558100e-01   3.59989643e-01   7.93595761e-02   2.06921482e-03
    2.45147988e-01   1.57876983e-02]]
INFO:tensorflow:probabilities = [[  1.15545942e-02   8.77193997e-07   3.12663266e-04   3.06613772e-04
    1.06036576e-04   3.44786095e-03   1.33160256e-05   1.60915568e-03
    7.95323372e-01   1.87325522e-01]
 [  2.08907382e-04   1.06723055e-04   4.18404154e-02   9.19330657e-01
    6.69843625e-10   4.31741268e-04   2.40648745e-09   3.80601212e-02
    5.80513006e-06   1.55154939e-05]
 [  3.57663631e-02   3.99642304e-05   1.54312223e-03   9.40475821e-01
    8.04516370e-04   1.14940070e-02   6.67485074e-05   6.13104610e-04
    7.78307440e-04   8.41804594e-03]
 [  9.99947786e-01   3.55122443e-09   1.11750214e-05   5.82760549e-07
    1.63482845e-08   2.00548347e-05   1.44389173e-06   2.08273059e-06
    1.29250457e-05   4.06347135e-06]
 [  1.09681578e-05   1.38394889e-05   5.30726509e-04   8.48626428e-07
    9.98161972e-01   3.65984488e-05   1.10290584e-03   1.55904108e-05
    7.20884491e-05   5.43647438e-05]
 [  4.81589666e-07   3.39951470e-07   1.25642764e-05   7.62105060e-07
    9.98854041e-01   1.13777232e-05   3.01270848e-05   1.09350425e-04
    4.94322103e-06   9.75930016e-04]
 [  3.89513370e-05   9.92448688e-01   4.61203657e-04   2.72469176e-03
    1.20912417e-04   5.69069089e-05   9.36736978e-05   2.65138852e-03
    1.18235569e-03   2.21281909e-04]
 [  1.75878304e-04   9.44013335e-03   4.47838509e-04   6.46629371e-03
    1.60399586e-01   5.93426055e-04   3.02240980e-04   2.71266758e-01
    8.29964206e-02   4.67911392e-01]
 [  5.55677389e-07   1.44971338e-07   5.32083746e-08   3.15565944e-06
    9.89643812e-01   3.54755693e-03   1.16189017e-06   4.16550506e-03
    1.94475288e-03   6.93495153e-04]
 [  6.17215337e-05   5.83846077e-06   1.32204220e-03   5.68732037e-04
    8.02139709e-07   9.97661591e-01   1.08657732e-04   2.56973362e-05
    2.40319830e-04   4.46812601e-06]
 [  1.22763012e-07   9.22487015e-06   9.99484777e-01   4.63987526e-04
    2.12081090e-07   1.48757829e-06   1.94032600e-05   1.45211709e-06
    1.94619533e-05   1.58155289e-09]
 [  3.75711977e-07   1.88410297e-07   3.15160690e-07   5.00925198e-05
    7.46750061e-07   3.67805228e-06   7.03147054e-11   9.99431908e-01
    1.02961235e-06   5.11566584e-04]
 [  1.87778438e-04   1.65287480e-02   3.56663875e-02   2.09355786e-01
    6.60152000e-05   4.59882664e-03   1.13047753e-03   1.11444278e-04
    7.32287228e-01   6.72985552e-05]
 [  1.40825490e-04   9.91005957e-01   1.41596398e-03   1.98624283e-03
    1.50550346e-04   2.44928000e-04   2.14910440e-04   1.07710331e-03
    3.68825207e-03   7.53846980e-05]
 [  1.81378484e-01   3.33958829e-04   2.30025463e-02   7.07620606e-02
    7.17833289e-04   1.10838227e-01   4.96520707e-03   3.31496471e-04
    6.05831683e-01   1.83860329e-03]
 [  5.13812120e-05   9.78006601e-01   2.00029416e-03   1.55287655e-03
    6.66160893e-04   1.37595006e-03   1.31037633e-03   1.98261766e-03
    1.22644529e-02   7.89406127e-04]
 [  1.15796062e-03   1.96892535e-03   1.41419582e-02   4.02190648e-02
    1.11687295e-02   1.12891808e-01   9.77139361e-03   2.94758996e-04
    8.05521369e-01   2.86400458e-03]
 [  9.83722746e-01   4.57361082e-08   1.82469830e-05   1.12282469e-05
    3.20178506e-09   1.62061509e-02   2.14852867e-06   3.67800676e-05
    1.19192293e-06   1.51172344e-06]
 [  9.21887637e-04   2.20075162e-05   2.08107219e-03   2.35067764e-05
    1.02329638e-03   8.26997508e-04   9.90998387e-01   1.64522987e-06
    3.76016414e-03   3.41008679e-04]
 [  1.30794302e-04   3.90843069e-03   8.61994398e-04   1.24868122e-03
    9.98546369e-04   2.26806998e-02   9.85157862e-03   9.28589143e-05
    9.59640503e-01   5.85946313e-04]
 [  1.41702922e-05   1.71175679e-06   1.37606388e-04   1.49639352e-04
    6.79788226e-03   3.16559272e-05   4.42331839e-07   2.94469614e-02
    4.67258360e-05   9.63373244e-01]
 [  2.24418509e-05   5.25294708e-05   3.82434382e-06   1.49133062e-04
    4.53634602e-05   1.34977163e-04   4.43961277e-08   9.92688596e-01
    1.30450535e-05   6.89010834e-03]
 [  1.90544006e-06   3.15597776e-04   1.96742237e-01   8.01064849e-01
    3.21082439e-07   6.25236207e-05   1.57256785e-04   1.17268337e-06
    1.65417721e-03   2.97960483e-08]
 [  5.21501124e-06   1.05088897e-04   4.04698676e-06   2.97038729e-04
    2.41151405e-03   3.76072363e-04   2.07214512e-07   2.04040799e-02
    3.05039226e-04   9.76091683e-01]
 [  1.58774410e-03   8.94611458e-06   1.31228953e-04   5.50134049e-04
    8.92046764e-02   8.92787590e-04   3.09935676e-05   1.08809341e-02
    4.91828052e-03   8.91794205e-01]
 [  1.31595836e-04   2.71122133e-07   8.58787680e-05   2.45053525e-06
    2.86767936e-05   5.54467042e-05   9.99655485e-01   7.68893287e-08
    3.09520510e-05   9.02297597e-06]
 [  5.12191385e-04   4.57078795e-06   5.95887154e-02   8.57553124e-01
    4.34342638e-07   9.42144170e-03   1.06883181e-06   5.65701994e-05
    7.23560452e-02   5.05967357e-04]
 [  3.00885749e-05   9.97561097e-01   5.57717110e-04   4.53852117e-04
    1.08894119e-05   1.33917147e-05   9.85702063e-05   5.29567260e-05
    1.19583122e-03   2.56125713e-05]
 [  5.41743684e-05   8.65422562e-03   1.69317909e-02   4.14643995e-02
    4.76914342e-04   5.05788892e-04   3.04943796e-06   9.11880434e-01
    6.29284140e-03   1.37364110e-02]
 [  3.48652065e-07   5.03258919e-03   8.26433480e-01   1.68507934e-01
    4.31753688e-10   2.87194069e-07   2.33940469e-07   1.62491597e-06
    2.36415890e-05   2.83803878e-08]
 [  2.09246483e-03   2.09782429e-05   2.45257706e-05   1.38099305e-03
    1.70246421e-05   9.91362393e-01   1.00312463e-04   4.13115486e-05
    4.84462269e-03   1.15291696e-04]
 [  2.94314174e-04   2.93587823e-06   1.98161957e-04   9.95706737e-01
    3.00514785e-06   2.94341263e-03   1.76841112e-07   1.66139052e-05
    2.04449767e-04   6.30272320e-04]
 [  1.37581909e-02   9.83774007e-05   3.73355253e-03   5.54526196e-05
    1.46042055e-03   6.98907461e-05   9.76197541e-01   7.16324794e-05
    4.35334351e-03   2.01510542e-04]
 [  7.50686741e-04   9.86545146e-01   2.17311434e-03   6.52696413e-04
    3.52443603e-04   6.57624216e-04   1.03080529e-03   3.73254792e-04
    7.19380332e-03   2.70378456e-04]
 [  9.20209641e-06   1.75101457e-06   7.87369616e-04   2.81632992e-07
    4.67986276e-04   3.92761694e-06   9.98697877e-01   1.55608871e-06
    2.62864851e-05   3.70427233e-06]
 [  1.36401713e-01   1.61442935e-04   8.99324380e-03   1.64389273e-03
    1.77287295e-01   2.55969986e-02   4.55810905e-01   2.75666211e-02
    1.18941978e-01   4.75959219e-02]
 [  5.35466615e-03   1.07516362e-05   1.46415159e-02   2.54865008e-04
    5.96354876e-05   1.47367676e-03   9.57411528e-01   5.76088269e-06
    2.05513705e-02   2.36420310e-04]
 [  1.18003022e-02   2.14645937e-01   2.18213350e-02   4.17711176e-02
    2.33006920e-03   2.61787981e-01   1.19812321e-03   2.81819582e-01
    9.28900987e-02   6.99353591e-02]
 [  9.45041418e-01   8.37351934e-07   6.50279108e-04   3.53804935e-05
    4.86262397e-05   5.66397049e-03   4.34732065e-02   6.73994555e-06
    5.05513325e-03   2.43223149e-05]
 [  1.35717550e-04   6.26675455e-06   4.57665604e-03   9.47297871e-01
    9.37049277e-04   3.15370923e-03   1.48730976e-06   7.30942795e-03
    1.70961637e-02   1.94855966e-02]
 [  9.90545630e-01   2.07402895e-08   1.05550616e-05   2.50582088e-04
    8.16197065e-09   8.87345430e-03   2.70668784e-06   2.79782427e-04
    1.47033588e-05   2.27228302e-05]
 [  2.65873317e-03   2.34778106e-01   7.91129423e-04   8.76944140e-02
    6.16303831e-02   4.11068015e-02   1.45130616e-03   2.80832704e-02
    3.81339118e-02   5.03671885e-01]
 [  1.52237390e-05   2.85934584e-06   2.04935495e-04   7.20531039e-04
    6.37187577e-06   2.09984937e-04   2.67874975e-06   4.25046383e-05
    9.98496890e-01   2.98008817e-04]
 [  2.82961264e-04   3.61074199e-04   9.23610583e-04   2.98431609e-03
    5.64987324e-02   4.09058155e-03   3.87713866e-04   3.20296362e-02
    1.06884195e-02   8.91753018e-01]
 [  3.50879825e-04   3.40065919e-03   3.45266541e-04   8.39539647e-01
    1.25718900e-04   6.53926376e-03   2.89288187e-06   1.90166198e-02
    6.04830030e-03   1.24630801e-01]
 [  8.23952178e-06   2.50107269e-06   5.30589969e-05   3.53284946e-07
    2.86256516e-04   7.37332957e-05   9.99539018e-01   1.84996452e-07
    3.52512288e-05   1.31046397e-06]
 [  1.47062485e-04   8.35003593e-05   1.99993519e-04   5.63306603e-05
    9.89370704e-01   6.84681349e-04   5.11947786e-04   1.73159898e-03
    2.08123471e-03   5.13292430e-03]
 [  7.28070154e-06   2.49258233e-06   1.91990830e-06   4.07816224e-05
    8.98977757e-01   2.60075576e-05   4.00803474e-05   1.95527356e-03
    1.25651050e-03   9.76918191e-02]
 [  2.12338000e-06   1.76977657e-03   6.11464435e-04   9.91476953e-01
    1.77445861e-06   2.30708369e-03   6.55467318e-07   5.28276258e-04
    3.10901087e-03   1.92715248e-04]
 [  1.84647017e-03   9.23918968e-04   2.72658677e-03   6.82470262e-01
    4.42225537e-05   3.01619649e-01   1.14533328e-03   1.52621127e-04
    8.31096247e-03   7.59850838e-04]
 [  3.23212415e-04   9.76495147e-01   3.57577275e-03   3.02654516e-04
    2.24632080e-04   1.98452384e-04   4.72160289e-03   1.59800300e-04
    1.38527425e-02   1.45808488e-04]
 [  5.83335236e-07   2.75189086e-05   2.18519079e-03   5.73822949e-03
    7.85855445e-05   6.88473519e-04   3.14724616e-06   1.24953847e-04
    9.87458229e-01   3.69499903e-03]
 [  2.13409317e-06   1.55324936e-02   9.64256167e-01   2.00952608e-02
    8.81253293e-09   3.06219226e-05   1.44657020e-06   3.31534175e-05
    4.88146943e-05   1.29986431e-08]
 [  1.78376003e-03   6.52699452e-03   1.88631203e-03   4.77909856e-03
    1.40612668e-04   6.73457514e-04   2.44899238e-05   9.41068053e-01
    1.64966425e-03   4.14676219e-02]
 [  1.07234482e-04   3.38753161e-04   9.90402579e-01   5.00417501e-03
    2.63824695e-09   6.51591790e-06   1.11379836e-06   1.40168377e-05
    4.12549451e-03   1.58597885e-07]
 [  2.95656082e-06   1.38758141e-05   4.90679886e-05   2.52503174e-04
    5.02598766e-07   1.75607056e-05   7.95302935e-09   9.98961568e-01
    2.92720742e-05   6.72727241e-04]
 [  8.00412963e-04   1.25553989e-09   1.23720099e-07   1.39358053e-06
    2.80119730e-06   4.14577844e-05   2.24808239e-09   9.92566943e-01
    5.89426418e-06   6.58091623e-03]
 [  2.68928637e-03   5.44380782e-06   3.34371070e-05   1.44691992e-04
    8.37782398e-04   5.23874303e-03   1.03687535e-06   6.57778442e-01
    6.24742243e-05   3.33208591e-01]
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    1.38998951e-03   4.79613867e-04]
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    5.44122886e-03   9.82116401e-01]
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    4.84096154e-06   9.93876636e-01   4.73803402e-06   7.76582674e-05
    7.41325028e-04   7.47674640e-05]
 [  1.42277463e-06   1.83787927e-06   9.33629926e-04   9.99004424e-01
    3.79045934e-10   5.84046538e-05   1.36577381e-08   8.51655813e-09
    4.07285910e-07   2.47113512e-08]
 [  7.99976382e-03   6.00738247e-07   4.11178735e-05   1.71108625e-03
    1.01071564e-05   9.89537120e-01   3.02606612e-04   1.11943364e-05
    3.59085330e-04   2.73248716e-05]
 [  2.59603927e-04   9.90410209e-01   2.57884996e-04   1.94696616e-03
    1.86069024e-04   2.37111002e-03   4.04478429e-04   8.97289894e-04
    2.60642706e-03   6.59940066e-04]
 [  6.83569759e-02   1.60556682e-03   2.54567107e-03   1.42946038e-02
    9.04676126e-05   8.61824214e-01   7.18311698e-04   2.86224205e-02
    1.97890997e-02   2.15270254e-03]
 [  4.35344958e-07   6.88968248e-06   1.05447571e-05   2.12168903e-04
    9.22321277e-08   3.31391584e-06   6.24371665e-11   9.99698758e-01
    3.99730698e-06   6.37425183e-05]
 [  6.30441282e-05   9.89082336e-01   1.95321074e-04   1.14444259e-03
    1.32757588e-04   4.87749290e-04   1.33195223e-04   1.04556757e-03
    7.35768303e-03   3.57690820e-04]
 [  9.95797873e-01   1.42336626e-06   3.58875794e-03   9.10541858e-05
    1.76583944e-05   1.20895129e-05   4.02881211e-04   1.00439820e-05
    6.19195853e-05   1.61895350e-05]]
INFO:tensorflow:global_step/sec: 154.687
INFO:tensorflow:loss = 0.262039, step = 11701
INFO:tensorflow:probabilities = [[  2.60159082e-04   1.00509624e-03   2.49753415e-04   9.39648628e-01
    2.31262762e-03   4.97561172e-02   1.93954504e-04   4.83598742e-05
    9.39669553e-04   5.58550889e-03]
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    1.47969148e-03   5.05073240e-06]
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    8.11622085e-05   1.89217419e-04]
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    5.43313149e-07   3.89992238e-05]
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    9.98269677e-01   1.25475589e-03]
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    8.49235833e-01   2.01347936e-03]
 [  1.34266486e-06   2.26871776e-07   1.50050091e-05   2.19594192e-08
    1.32153427e-05   8.36406230e-07   9.99969244e-01   4.31294600e-09
    1.34738443e-07   2.18757670e-08]
 [  1.11279609e-04   6.92695612e-04   2.46451190e-03   8.45031738e-01
    1.37767056e-02   4.97218445e-02   6.20307765e-05   1.21704687e-03
    5.45853674e-02   3.23367193e-02]
 [  9.88133490e-01   8.97356813e-07   5.22059156e-03   5.06669239e-05
    4.43172583e-04   4.99613467e-04   2.03242176e-03   8.51202203e-05
    2.61887466e-03   9.15092241e-04]
 [  1.47015026e-05   2.07382458e-04   1.24193088e-03   9.70232725e-01
    3.87458385e-06   4.86532896e-04   2.65694183e-07   1.20731164e-02
    1.14291310e-02   4.31030942e-03]
 [  1.10858149e-04   3.15911484e-06   4.32665656e-05   1.64251287e-05
    1.75544395e-04   3.03809265e-05   9.99390483e-01   3.93512316e-08
    2.29373982e-04   4.91954893e-07]
 [  1.01030411e-04   4.01748781e-04   6.06744085e-03   7.80437549e-05
    9.86597598e-01   2.29247776e-03   1.95803843e-03   6.93537062e-04
    1.14893878e-03   6.61188038e-04]
 [  6.52503059e-06   9.97700632e-01   6.37666017e-05   3.26039561e-04
    6.87387583e-05   1.79892668e-05   3.29062605e-05   1.80747928e-04
    1.47415977e-03   1.28391039e-04]
 [  9.87190187e-01   9.74437739e-08   2.75276194e-04   8.89198236e-06
    1.59316784e-07   9.35453176e-03   7.22487166e-04   4.06579093e-05
    2.39278399e-03   1.49903835e-05]
 [  5.05344535e-04   9.41894110e-03   1.02466205e-02   3.57947731e-03
    1.55059897e-04   1.96080437e-04   3.09314742e-03   1.13465234e-04
    9.72074926e-01   6.16908830e-04]
 [  3.31354386e-05   9.88265634e-01   4.89519094e-04   5.23444498e-04
    1.48734034e-04   3.27868402e-05   1.03426020e-04   8.55352543e-03
    1.21829729e-03   6.31688454e-04]
 [  5.44587238e-05   3.70847282e-08   9.11577160e-07   1.01256082e-04
    5.09201413e-07   1.14122253e-04   2.28890973e-09   9.94610190e-01
    9.04956505e-06   5.10954624e-03]
 [  4.91301580e-05   2.97372007e-05   1.53671281e-04   1.77311979e-03
    4.91680689e-02   6.57600642e-04   1.03150969e-05   6.93191439e-02
    1.45607698e-03   8.77383113e-01]
 [  2.17240406e-04   1.11095716e-04   9.93495703e-01   5.87755255e-03
    3.11328404e-05   5.50584009e-05   4.52939494e-05   1.86243642e-06
    3.59602745e-05   1.29125518e-04]
 [  3.35724180e-04   1.87165949e-06   9.99240518e-01   6.17852711e-05
    1.03934226e-05   1.43704233e-06   1.42234305e-04   1.59833246e-04
    4.25141707e-06   4.19535390e-05]
 [  2.45981995e-04   1.74289336e-04   1.67810591e-04   3.16374712e-02
    3.53219628e-04   5.96125517e-03   1.52229375e-04   1.65282530e-04
    9.40913081e-01   2.02293657e-02]
 [  2.43599698e-06   1.21271383e-04   9.93162036e-01   4.37043793e-03
    4.35334471e-08   1.84079067e-06   1.76983995e-05   6.78832057e-09
    2.32429849e-03   3.66258979e-09]
 [  5.87282875e-06   5.94962557e-06   6.18847698e-05   3.75921285e-04
    8.67987983e-05   3.57402023e-05   8.10941287e-08   2.67283827e-01
    8.36280989e-04   7.31307685e-01]
 [  4.19583678e-01   7.57239992e-04   2.07244679e-02   1.86625905e-02
    1.80854667e-02   8.42137486e-02   6.16947860e-02   3.18499714e-01
    1.28390146e-02   4.49394360e-02]
 [  3.93943483e-05   1.31182829e-02   9.43269312e-01   1.78433284e-02
    1.37289506e-04   9.86606028e-05   3.01825377e-04   1.93532724e-02
    5.74509660e-03   9.35618955e-05]
 [  3.27409998e-06   6.45226095e-08   5.59974865e-07   5.62491323e-06
    2.18225047e-02   3.45147855e-05   9.94756846e-08   1.35142507e-03
    3.50947084e-05   9.76746917e-01]
 [  2.11175662e-04   1.64969563e-01   4.04340914e-04   1.42102942e-01
    6.27656654e-03   1.75485911e-03   7.05911734e-05   2.04159781e-01
    2.16528755e-02   4.58397299e-01]
 [  5.79644802e-06   4.77998447e-06   1.28528893e-06   1.27730731e-04
    5.90961566e-03   1.49073807e-04   4.55308083e-07   6.18857099e-03
    8.04253432e-05   9.87532318e-01]
 [  2.35297577e-03   4.31846047e-06   1.66862737e-05   4.96977882e-04
    3.14128702e-05   2.58113258e-03   6.81948393e-07   8.85588527e-01
    4.06580220e-05   1.08886659e-01]
 [  9.91606832e-01   7.56065310e-06   2.68436270e-03   1.02323196e-04
    4.26741426e-05   1.41422453e-04   5.84938913e-04   1.13380933e-03
    7.14057300e-04   2.98196380e-03]
 [  6.13846933e-05   6.91403577e-04   5.12466113e-06   2.70353984e-02
    1.93234097e-04   9.59828675e-01   2.08258090e-04   7.12996643e-06
    1.13420235e-02   6.27322472e-04]
 [  9.99867439e-01   1.69364711e-09   1.15082530e-05   2.85962506e-06
    4.98017805e-08   9.87614021e-06   2.88359104e-07   9.36173528e-05
    3.62750086e-07   1.41130686e-05]
 [  8.47633986e-04   1.35002347e-05   2.91400193e-03   1.79048711e-05
    2.61826091e-04   2.53554899e-02   9.69739318e-01   3.24551280e-07
    7.64978642e-04   8.49227508e-05]
 [  1.94027409e-01   9.09565861e-05   7.78239369e-01   2.84126191e-03
    4.62664932e-04   2.97135510e-03   1.74324736e-02   1.83609554e-05
    3.76290688e-03   1.53219051e-04]
 [  2.13201158e-02   1.36278089e-04   1.20408861e-02   3.79345351e-04
    4.40274812e-02   6.58647576e-03   1.14835182e-03   8.94781128e-02
    7.45911896e-02   7.50291705e-01]
 [  9.98594344e-01   7.48873390e-08   2.00468305e-04   5.18854467e-05
    1.21690903e-07   9.71940171e-04   1.71709034e-04   8.38036101e-07
    7.30386091e-06   1.36192705e-06]
 [  1.21992729e-04   1.87697660e-04   2.42704646e-05   2.26466844e-04
    2.42645052e-04   5.63997251e-04   3.00405020e-07   9.69197989e-01
    3.41300329e-04   2.90933587e-02]
 [  5.36223117e-04   3.70186083e-02   3.59332971e-02   9.09179151e-02
    6.02928363e-02   6.58349087e-03   3.10908508e-04   4.88322675e-01
    2.67755892e-02   2.53308475e-01]
 [  1.00251995e-02   3.02327826e-05   1.37596217e-03   1.81780706e-05
    9.48713481e-01   1.57569384e-03   2.72041243e-02   6.24109246e-03
    2.21246434e-03   2.60372227e-03]
 [  1.36314298e-03   5.90519858e-06   2.41805174e-06   4.98111011e-04
    9.38622325e-05   9.96998668e-01   6.91872992e-05   3.26200961e-06
    6.30531518e-04   3.35082324e-04]
 [  2.62732327e-04   8.98100853e-01   7.76138855e-03   2.94328872e-02
    2.42683701e-02   4.93545493e-04   1.71423180e-03   6.19105017e-03
    1.83686409e-02   1.34063410e-02]
 [  7.86734381e-05   1.40872480e-05   1.39113734e-04   2.58037890e-03
    1.15963885e-05   4.81225463e-04   1.50403182e-04   1.35403798e-05
    9.95970130e-01   5.60837216e-04]
 [  1.93591730e-03   9.73965466e-01   3.28537822e-03   1.30931067e-03
    1.48830283e-03   2.52038892e-03   4.66115540e-03   2.46173760e-04
    1.03522176e-02   2.35600397e-04]
 [  7.64157739e-05   1.12092005e-06   1.71249179e-04   1.49598985e-04
    1.30552892e-02   1.49376297e-04   1.32184214e-05   1.97212584e-03
    9.13517491e-04   9.83498037e-01]
 [  4.03993100e-01   3.66836175e-05   1.28749805e-02   1.86209904e-03
    1.87271740e-04   3.07761282e-01   8.99414124e-04   1.78650972e-02
    2.42884353e-01   1.16357217e-02]
 [  2.63769049e-02   4.41543001e-04   2.48242333e-03   1.05808831e-04
    4.52607244e-01   6.96947277e-02   3.67526035e-03   1.45605002e-02
    2.27763638e-01   2.02292025e-01]
 [  1.45864424e-05   4.36132780e-07   6.80539813e-07   8.27428266e-06
    1.19648629e-03   1.97395319e-04   2.83720141e-07   9.94489551e-01
    1.88076010e-05   4.07346338e-03]
 [  9.99021769e-01   1.80554110e-07   3.94725794e-05   2.46028154e-04
    4.51107951e-07   5.51348676e-05   6.01089676e-04   3.07366577e-06
    9.63851107e-06   2.31285776e-05]
 [  1.07330919e-07   1.29516252e-06   1.15038097e-01   8.84605885e-01
    6.65341474e-07   5.31817095e-05   7.01618674e-08   1.29721695e-06
    2.98094557e-04   1.41390865e-06]
 [  9.06588029e-05   2.36295979e-03   9.66837823e-01   2.48450749e-02
    2.97833118e-04   1.37812394e-05   7.95400701e-04   4.10158827e-04
    4.30750661e-03   3.88803564e-05]
 [  1.39282341e-03   2.72584410e-04   5.53045794e-03   6.93929556e-04
    4.64127486e-04   9.56757402e-04   1.35343507e-04   1.13528717e-04
    9.85547960e-01   4.89244657e-03]
 [  6.92123820e-07   6.12922486e-06   9.54581556e-05   1.29948405e-03
    1.49168969e-07   8.08781624e-06   2.25122432e-09   9.97682571e-01
    9.38878748e-06   8.98020808e-04]
 [  2.06258916e-03   1.17816846e-04   1.08560070e-03   9.83873069e-01
    3.83937440e-05   1.12679675e-02   7.55021538e-05   2.89677446e-05
    9.49635112e-04   5.00411319e-04]
 [  1.17252682e-07   1.15847039e-08   6.13733278e-08   6.57233295e-06
    6.40141025e-07   1.07652170e-06   6.94657040e-11   9.97601807e-01
    4.60151605e-05   2.34376965e-03]
 [  8.49652162e-04   9.82894540e-01   1.04757468e-03   1.91425788e-03
    2.47211807e-04   5.34626190e-04   3.02116678e-05   7.92022608e-03
    2.09279195e-03   2.46892218e-03]
 [  6.27486035e-03   3.20640177e-01   5.45945065e-03   6.31622784e-03
    5.52229067e-05   8.28199496e-04   3.19600455e-04   1.14910549e-03
    6.57016516e-01   1.94065110e-03]
 [  9.63239014e-01   8.93115975e-06   2.27551255e-03   1.19163597e-03
    3.01791559e-04   5.41278103e-04   3.10934689e-02   3.38619662e-04
    4.81627707e-04   5.28056582e-04]
 [  7.17866351e-04   1.50978934e-07   5.00313938e-03   1.43288547e-04
    2.96105631e-04   9.66559674e-05   3.88459028e-07   4.79307491e-03
    1.19071838e-03   9.87758577e-01]
 [  1.44145079e-02   2.23698885e-06   3.03182285e-04   7.94149761e-04
    8.43698502e-01   9.90394596e-03   5.68258401e-04   3.94231863e-02
    5.48322452e-04   9.03437287e-02]
 [  3.95498091e-06   2.00614591e-06   3.18983143e-06   2.39500587e-05
    9.45913512e-03   8.95038320e-05   1.06072086e-07   5.58875385e-04
    2.68341282e-05   9.89832401e-01]
 [  4.08944301e-03   1.37516807e-07   7.86014774e-04   2.08075926e-05
    4.20653410e-02   3.87405802e-04   2.17912439e-05   1.46448868e-03
    1.64060868e-04   9.51000512e-01]
 [  1.92116771e-04   1.41468059e-04   1.70442454e-05   1.15355127e-03
    3.76494884e-01   5.03374776e-03   3.00056156e-04   3.83343804e-03
    7.92210456e-04   6.12041533e-01]
 [  3.54198943e-04   6.95904021e-07   2.51240376e-03   3.31561052e-04
    1.23381186e-02   1.79328545e-05   8.27435651e-05   5.36135864e-03
    7.70678394e-04   9.78230357e-01]
 [  4.64292898e-05   8.80728694e-05   4.69091647e-05   9.70671713e-01
    9.29413363e-06   2.87645776e-02   3.20609834e-05   3.89803881e-06
    2.46630341e-04   9.04751578e-05]
 [  1.41793804e-03   6.67103974e-04   9.18762817e-04   2.91975855e-04
    1.23169553e-03   4.76992177e-03   9.89868522e-01   9.75780677e-06
    7.80717528e-04   4.37144408e-05]
 [  5.09347883e-05   9.97338593e-01   1.74676988e-03   2.32341714e-04
    6.33839300e-05   6.05970354e-06   7.28772720e-05   6.94662740e-05
    3.95314768e-04   2.43904196e-05]
 [  1.54135938e-04   1.06976859e-05   9.67412998e-05   1.93626402e-05
    9.73217010e-01   2.56742258e-03   8.04518495e-05   2.91081262e-03
    4.56526614e-05   2.08976083e-02]
 [  9.19396189e-05   1.82682893e-03   8.60038417e-05   3.02179717e-03
    2.78021786e-02   3.07852705e-03   8.91379204e-06   8.91513154e-02
    1.86356977e-02   8.56296778e-01]
 [  7.18402793e-04   1.09580695e-03   1.13343401e-03   1.36847207e-02
    1.48480227e-02   1.31568965e-02   5.08058329e-05   1.06023736e-01
    7.43861776e-03   8.41849506e-01]
 [  1.61164702e-04   2.00111028e-02   9.76797819e-01   1.63198425e-03
    7.65721722e-07   1.42547751e-05   2.18459230e-04   6.51221967e-07
    1.16323389e-03   5.10181849e-07]]
INFO:tensorflow:probabilities = [[  1.36155053e-03   3.46679690e-06   2.80678691e-03   9.56476629e-01
    1.85434146e-05   2.30339079e-04   6.35698257e-07   5.43045870e-04
    1.64718721e-02   2.20869984e-02]
 [  3.13626544e-04   6.20334540e-05   2.82539683e-03   3.90183341e-05
    9.71026123e-01   7.43660319e-04   1.69404689e-02   5.38880471e-04
    2.21568602e-03   5.29525522e-03]
 [  3.09788957e-05   3.37037956e-04   5.16737782e-05   6.85827574e-04
    2.53691578e-05   2.82175693e-04   1.81850154e-07   9.90493119e-01
    3.60324397e-03   4.49045980e-03]
 [  1.77139547e-04   1.65093479e-06   7.90828955e-04   1.26984683e-04
    1.19999586e-05   4.70946870e-05   1.14002148e-06   9.69728827e-01
    1.42769306e-04   2.89716050e-02]
 [  1.14903623e-05   8.97214321e-08   2.48235051e-06   3.38254985e-03
    2.38435200e-06   9.96077240e-01   8.65839738e-08   1.17925072e-06
    6.93544644e-05   4.53069428e-04]
 [  4.86729114e-04   9.80293095e-01   2.15339032e-03   3.98888765e-03
    4.11003275e-04   2.65558856e-03   2.17990344e-03   4.70499072e-04
    6.68957131e-03   6.71343470e-04]
 [  4.14098293e-04   2.15761665e-05   3.56488716e-04   2.92216864e-05
    9.69107628e-01   3.12485237e-04   5.40076755e-03   2.11712511e-04
    6.83785940e-04   2.34621651e-02]
 [  3.80733695e-07   3.02262492e-07   9.99847889e-01   1.30007640e-04
    4.27978989e-07   1.71390312e-07   7.19603440e-06   1.19625538e-05
    1.26715554e-06   3.05756032e-07]
 [  1.11950358e-04   4.56000726e-06   1.61005221e-06   3.83983424e-04
    4.69705774e-05   3.56126431e-04   4.52401601e-08   9.51158464e-01
    1.79193848e-05   4.79182862e-02]
 [  9.97649413e-03   6.20863698e-02   7.25558251e-02   2.55396646e-02
    1.77115962e-01   2.86056399e-02   7.62250051e-02   6.75909920e-03
    4.34983194e-01   1.06152780e-01]
 [  8.71269789e-04   9.42550421e-01   4.70942724e-03   1.49950003e-02
    3.66390869e-03   1.16980439e-02   6.24865014e-03   2.57131481e-03
    8.22227355e-03   4.47007408e-03]
 [  1.04058313e-06   2.21290588e-06   1.30488523e-04   2.36123651e-05
    6.90311566e-03   7.41845943e-05   4.86039539e-07   4.05583018e-03
    3.70215275e-05   9.88771975e-01]
 [  3.60327904e-05   9.70062388e-07   4.52570475e-07   2.62283807e-04
    2.89291183e-05   3.60526406e-04   1.46799124e-07   9.96250331e-01
    1.81354102e-04   2.87897745e-03]
 [  1.78608563e-04   6.25357905e-04   6.49075140e-04   2.02678581e-04
    6.89043431e-03   1.74321246e-03   9.88848329e-01   8.40938537e-06
    8.26090283e-04   2.78523512e-05]
 [  1.78277376e-03   3.02312001e-05   2.11279304e-03   5.57068444e-04
    7.70395935e-01   8.36624531e-04   1.48059029e-04   6.77319616e-03
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    2.68974215e-01   2.25497308e-04   3.99834290e-03   8.88821948e-03
    4.47438005e-03   6.87448025e-01]
 [  9.99742806e-01   8.68126751e-11   1.47213477e-05   7.38512563e-06
    8.09397278e-08   7.07397703e-06   6.36379923e-07   2.85503556e-05
    1.25758699e-04   7.29297317e-05]
 [  6.65939515e-05   1.14283687e-03   2.60273181e-02   9.34074283e-01
    1.27950829e-04   1.98848676e-02   2.50019832e-04   7.09110079e-03
    6.15896052e-03   5.17608505e-03]
 [  1.77324023e-06   2.42311717e-06   1.07789083e-05   5.94075500e-05
    9.88250136e-01   5.11841732e-04   7.40628966e-05   4.67632090e-05
    2.32448365e-05   1.10195344e-02]
 [  2.38172404e-04   1.15527255e-05   6.71992821e-05   4.43409750e-04
    6.75899303e-03   1.39537256e-03   1.88985814e-05   1.57644842e-02
    2.63870624e-03   9.72663164e-01]
 [  1.01827254e-06   2.76754150e-07   7.21082848e-04   3.37704569e-06
    9.35253263e-01   1.86553425e-05   6.36819378e-02   6.74750554e-05
    1.41397162e-04   1.11610672e-04]]
INFO:tensorflow:global_step/sec: 147.623
INFO:tensorflow:loss = 0.156525, step = 11801
INFO:tensorflow:probabilities = [[  4.09231470e-05   5.30696940e-04   7.00733508e-05   1.38457131e-03
    1.61791380e-04   4.02042223e-03   1.02980903e-06   9.59813654e-01
    7.21256190e-04   3.32555585e-02]
 [  2.80167933e-05   6.63224808e-09   1.94429546e-07   4.95130826e-06
    5.93073946e-06   1.50552834e-04   1.62201941e-09   9.86138642e-01
    6.41064025e-06   1.36652319e-02]
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    9.99656558e-01   6.03362878e-06   7.75171138e-05   1.95187586e-05
    1.16660040e-05   2.11254417e-04]
 [  2.75141466e-03   3.36485318e-05   2.23569747e-04   2.68016057e-03
    6.99755549e-02   1.54430256e-03   2.59428547e-04   2.49230973e-02
    3.12890101e-04   8.97295952e-01]
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    1.35614083e-03   7.10262102e-05   4.08608321e-06   3.23980494e-04
    6.12938544e-04   2.82473047e-03]
 [  1.13937414e-04   1.76623100e-04   8.89395324e-06   1.67734499e-04
    8.05018604e-01   4.65283776e-03   6.32332813e-05   2.09570490e-03
    1.55570928e-03   1.86146811e-01]
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    4.61871130e-03   9.33757126e-01   2.06800620e-03   9.33919102e-03
    1.08626187e-02   2.31592800e-03]
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    1.61188029e-06   3.11691570e-03]
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    9.93141711e-01   1.84456201e-03]
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    7.59046758e-04   1.07325077e-05]
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    1.31113688e-04   1.21360580e-02]
 [  4.55361658e-07   1.17588536e-06   2.11300153e-06   5.47216769e-05
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    5.85150665e-05   4.52627364e-06]
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    1.51559539e-06   1.00195139e-05]
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    3.85865320e-07   3.67371129e-08]
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    5.17612134e-05   9.97409006e-06]
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    6.43962703e-05   3.56351957e-03   5.87855990e-04   1.02010358e-03
    2.07206025e-03   1.34957850e-03]
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    3.29421823e-07   3.25856381e-05   2.83676457e-07   6.14131477e-06
    9.98623252e-01   7.80003320e-04]
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    1.04644994e-06   5.11521241e-03   9.24564802e-07   3.98460434e-05
    1.55459275e-04   4.69604402e-06]
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    1.32479670e-03   1.38759121e-01]
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    3.52161075e-03   1.20970028e-04]
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    1.33797736e-03   7.92421110e-04]
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    9.98382330e-01   6.22657011e-04]
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    5.57613634e-02   8.53447497e-01]
 [  9.70308902e-05   9.91174936e-01   5.42548485e-03   3.75622098e-04
    1.04112245e-04   4.65529556e-05   2.99612177e-04   6.58415782e-04
    1.79078244e-03   2.75817911e-05]
 [  4.76650661e-04   1.19328126e-06   1.48632647e-02   2.02911106e-05
    9.79670048e-01   1.26358544e-04   1.29358191e-03   6.24709537e-06
    4.14861861e-05   3.50093329e-03]
 [  8.04545493e-07   1.24648477e-06   1.73588603e-07   2.01105504e-05
    3.92347312e-04   5.26370013e-06   3.73791167e-08   3.39024933e-03
    2.78179155e-04   9.95911598e-01]
 [  6.20770224e-05   2.48269430e-06   1.40814739e-03   5.00528756e-07
    4.27378633e-04   6.94481105e-06   9.97763276e-01   3.03798629e-07
    3.24088323e-04   4.77546655e-06]
 [  1.96505120e-04   1.00475608e-03   9.59944446e-05   1.02910716e-02
    4.76952191e-05   9.77806628e-01   2.80996082e-05   5.86047582e-03
    2.37714080e-03   2.29156483e-03]
 [  9.28020818e-05   9.58051169e-05   1.12499495e-03   1.97607485e-04
    2.40865760e-04   6.46843109e-04   2.59289343e-04   1.28973988e-04
    9.95564222e-01   1.64856215e-03]
 [  2.84306088e-06   4.50536136e-05   9.99529600e-01   2.40546040e-04
    9.02885859e-07   2.33840495e-07   1.68921144e-06   3.02819099e-05
    1.48007559e-04   7.78638423e-07]
 [  9.99478042e-01   3.05845571e-09   2.91722772e-05   2.23633947e-06
    1.07737200e-07   4.99063826e-05   6.33687841e-06   3.93928474e-07
    2.86761991e-04   1.46999664e-04]
 [  4.12558893e-06   9.69218745e-05   4.45644800e-05   1.99294427e-05
    9.86605942e-01   1.34799920e-04   1.82502597e-04   2.74574646e-04
    2.57171690e-04   1.23792719e-02]
 [  6.86624044e-05   8.39649467e-04   8.84749174e-01   1.13478478e-03
    6.53148890e-02   1.55977802e-02   2.69421190e-02   1.39648351e-03
    3.68376635e-03   2.72643025e-04]
 [  1.44393285e-04   5.69726535e-06   1.08970189e-03   1.44931066e-04
    2.11792700e-02   1.94153661e-04   2.19552730e-05   1.21744454e-03
    1.45898623e-04   9.75856543e-01]
 [  1.06815214e-03   9.46246801e-05   1.94598176e-03   2.00272971e-05
    2.97853607e-03   2.38951456e-04   9.93428409e-01   1.79303072e-06
    2.20774673e-04   2.77567051e-06]
 [  1.20808845e-05   9.92627561e-01   3.06986680e-04   3.73972398e-05
    2.60987672e-05   1.14510276e-05   1.04891311e-03   1.80902298e-05
    5.90075785e-03   1.06432608e-05]
 [  2.53306940e-08   1.50523451e-08   1.50122972e-07   1.32696905e-05
    1.16439871e-07   3.81908905e-07   9.24523166e-11   9.99668241e-01
    1.13675367e-06   3.16632184e-04]
 [  8.13821589e-06   9.16915014e-05   9.99609292e-01   1.60719777e-04
    6.36802389e-09   5.36526068e-06   1.02591875e-05   6.84226293e-08
    1.14380062e-04   7.08147541e-10]
 [  1.03242621e-06   1.14146167e-06   8.66862865e-06   1.32680611e-06
    9.93344545e-01   6.62872189e-05   1.77419752e-05   5.94136982e-05
    8.23969822e-06   6.49145059e-03]
 [  1.99081626e-07   2.82143398e-09   2.06673758e-06   9.99770463e-01
    4.97786878e-09   6.04574461e-06   1.34182995e-11   3.57111276e-05
    2.46605669e-06   1.82925651e-04]
 [  4.08971794e-02   5.61193563e-04   3.91476244e-01   6.90490613e-03
    1.20673278e-04   9.26615521e-02   5.80144406e-04   1.67220610e-03
    4.56898600e-01   8.22742656e-03]
 [  3.15743932e-06   8.76066679e-06   3.60103263e-06   5.36171465e-05
    7.89193109e-06   2.43982413e-06   9.69426583e-09   9.98954773e-01
    3.04654368e-05   9.35342745e-04]
 [  1.69437917e-04   9.89414811e-01   7.45663710e-04   2.86361366e-03
    2.00525537e-04   1.58233204e-04   2.56596220e-04   2.88559590e-03
    2.44153547e-03   8.63891153e-04]
 [  4.43324097e-04   2.56751344e-04   2.53051257e-04   5.76124946e-03
    2.27800123e-02   1.06573170e-02   2.44417261e-05   9.21660569e-03
    1.73315406e-02   9.33275759e-01]
 [  7.25411763e-03   6.40039580e-05   3.83957438e-02   6.02951795e-02
    2.96016526e-03   1.22597013e-02   1.88443325e-02   4.35721086e-06
    8.58987987e-01   9.34433076e-04]
 [  1.12896152e-02   2.91910201e-05   1.04357357e-04   4.32807803e-02
    3.86945794e-05   9.05472338e-01   4.11370856e-05   3.77463400e-02
    4.17145493e-04   1.58037397e-03]
 [  1.18499635e-07   1.55771105e-03   2.01986334e-03   9.93205190e-01
    1.08289349e-07   8.33476544e-04   4.37851810e-07   1.05271269e-04
    2.26635882e-03   1.13283731e-05]
 [  1.91395855e-04   9.85926509e-01   1.48784998e-03   2.18778942e-03
    4.96102846e-04   9.69388115e-04   1.54525845e-03   1.85061595e-03
    4.84050531e-03   5.04603900e-04]
 [  9.84282451e-08   4.81675634e-05   3.68662324e-04   9.95464861e-01
    1.55700533e-07   3.58334684e-04   9.50186951e-09   2.55257055e-06
    3.75566445e-03   1.58041269e-06]
 [  1.23326748e-03   1.45858405e-02   3.49965366e-03   1.62758902e-02
    1.10505052e-01   2.29182616e-02   2.99724285e-03   2.17341762e-02
    4.48973961e-02   7.61353195e-01]]
INFO:tensorflow:probabilities = [[  2.83793866e-04   5.31071739e-04   8.73866320e-01   1.03146911e-01
    8.79336876e-05   8.36429885e-04   1.92367850e-04   2.36250999e-04
    2.01541837e-02   6.64815423e-04]
 [  2.56764142e-05   6.07445770e-07   3.67439189e-03   1.92275934e-03
    1.05990854e-04   1.43801759e-03   2.94968631e-05   5.65947448e-05
    9.49562490e-01   4.31839563e-02]
 [  2.16395406e-07   4.23238276e-07   3.14530240e-07   3.48097342e-06
    8.95818084e-06   4.50466416e-07   2.25438979e-09   9.93805647e-01
    5.15967304e-06   6.17529498e-03]
 [  1.26959567e-04   8.47722617e-07   1.10751309e-04   9.10593299e-05
    8.15415800e-01   1.13721740e-04   4.06252395e-04   7.91221410e-02
    1.12323323e-02   9.33801457e-02]
 [  5.79411048e-04   1.35089031e-05   7.82072893e-05   4.41666416e-05
    5.45676048e-05   6.61396130e-04   4.14693168e-05   5.23464951e-05
    9.98343349e-01   1.31588677e-04]
 [  2.27480866e-02   4.02521800e-05   1.12250634e-03   1.16806710e-04
    1.06172729e-03   7.08521530e-03   9.31754768e-01   3.40598308e-05
    3.60126346e-02   2.38436714e-05]
 [  2.83962345e-05   2.78916758e-07   2.46753689e-06   3.50672744e-05
    4.18526870e-05   2.91189663e-05   3.50481315e-08   9.92254376e-01
    4.96832399e-05   7.55875418e-03]
 [  9.99726713e-01   6.62593669e-09   9.59626705e-05   2.95736845e-05
    2.11604956e-08   1.48496647e-05   1.19603453e-06   1.22738884e-05
    2.50879111e-06   1.16915209e-04]
 [  1.29207183e-04   2.00788490e-03   1.54911293e-04   2.44689663e-03
    1.96957570e-02   1.63415745e-02   4.97967012e-05   2.79533528e-02
    1.44486055e-02   9.16772008e-01]
 [  6.23636782e-01   1.44014294e-07   5.10773063e-03   3.60036921e-07
    6.14143792e-05   1.14202097e-01   2.53773123e-01   8.08430468e-06
    3.20354593e-03   6.67851646e-06]
 [  3.48460511e-03   3.23950758e-07   1.45295146e-03   5.01119321e-05
    3.86578985e-03   1.37484387e-01   8.44586849e-01   1.10365434e-07
    9.05895047e-03   1.59975934e-05]
 [  5.29271820e-05   4.73905558e-04   2.57485523e-03   9.95505333e-01
    2.33922080e-07   6.74606592e-04   3.13995843e-05   1.78192731e-05
    6.57211407e-04   1.15774219e-05]
 [  4.42345539e-04   3.29212542e-03   2.07140786e-03   2.77769810e-04
    6.09692128e-04   1.22580873e-02   9.76963580e-01   2.46973923e-06
    4.04795911e-03   3.46090746e-05]
 [  7.24157053e-06   9.49401965e-07   3.69132054e-03   4.57981485e-04
    1.81745395e-06   2.65614945e-05   3.35710908e-08   9.89732325e-01
    3.86906485e-03   2.21266225e-03]
 [  1.12878251e-06   7.05248676e-05   9.97848272e-01   2.01635674e-04
    2.82035704e-04   1.76890517e-05   8.45681643e-04   2.33415878e-04
    4.95886256e-04   3.85914927e-06]
 [  1.51838935e-06   4.32101569e-06   7.89771613e-04   2.20667608e-02
    1.36003435e-01   1.12574711e-03   2.06883953e-04   1.62348687e-03
    1.97308883e-03   8.36205006e-01]
 [  1.03057921e-03   9.55359638e-01   1.15694024e-03   2.16298327e-02
    1.96673718e-05   1.11661004e-02   1.09276979e-03   1.55273636e-04
    8.03463254e-03   3.54554824e-04]
 [  2.11045946e-04   5.57352105e-05   1.01422454e-04   2.68772244e-03
    3.66520733e-02   5.05938008e-03   6.73471877e-05   1.78209171e-02
    1.98929338e-03   9.35355008e-01]
 [  4.74403168e-06   9.90843892e-01   1.11819385e-03   9.49636509e-04
    5.16555838e-06   1.58365910e-05   9.06782225e-05   9.99409676e-05
    6.85442612e-03   1.74976740e-05]
 [  2.87591422e-04   1.25978204e-06   1.09421810e-04   8.29749973e-04
    1.80877907e-06   8.45129893e-04   9.94286438e-07   1.00645175e-05
    9.97431219e-01   4.82785195e-04]
 [  1.69726434e-06   6.36001732e-06   9.99334037e-01   1.16927826e-04
    1.60374902e-09   1.89053662e-05   3.28298114e-07   3.66443373e-06
    5.16930711e-04   9.45736190e-07]
 [  1.54395262e-03   3.52461590e-04   1.27540086e-03   2.14059561e-04
    3.55802686e-03   1.68006239e-03   9.87967730e-01   2.72577774e-04
    2.72289664e-03   4.12863737e-04]
 [  1.07833216e-06   1.09634351e-03   9.96948302e-01   1.67942222e-03
    1.10957451e-07   4.43814798e-08   9.26653374e-05   1.00484863e-06
    1.81126015e-04   1.06080442e-08]
 [  1.27473740e-07   4.43148238e-08   1.11128166e-07   6.50394782e-07
    9.99709427e-01   1.26809773e-05   3.77298920e-06   4.50507378e-06
    5.41871395e-06   2.63207505e-04]
 [  2.22398558e-05   1.44566934e-06   3.82968938e-05   1.45248794e-06
    9.98215795e-01   7.95078377e-05   5.02592302e-04   5.13958912e-05
    1.88738661e-04   8.98580474e-04]
 [  8.09297999e-05   8.17051477e-05   4.50370507e-03   1.42881414e-03
    4.14333685e-04   5.18470653e-04   6.47084380e-04   3.99716555e-06
    9.91657913e-01   6.63100509e-04]
 [  4.98999725e-04   9.68570703e-07   5.29204626e-05   7.91221319e-05
    1.04364648e-04   3.24838766e-04   9.97084320e-01   4.64324842e-07
    1.85313565e-03   8.37558389e-07]
 [  5.30372790e-06   7.18603478e-05   3.62087321e-03   1.11244999e-05
    9.53613400e-01   1.72215176e-03   2.16041459e-03   3.66351125e-03
    2.38415655e-02   1.12898890e-02]
 [  8.78129413e-06   7.93614345e-06   2.69372249e-03   2.43561158e-06
    6.10849112e-02   9.22490872e-05   9.35400307e-01   6.19773891e-06
    1.84085409e-04   5.19301917e-04]
 [  2.75886632e-05   1.62662523e-08   1.73636217e-08   6.87928186e-05
    2.61883415e-05   3.28397407e-04   2.84004265e-09   9.77193236e-01
    1.39331838e-04   2.22163517e-02]
 [  1.01528283e-04   8.11683829e-04   1.19891600e-03   9.47549760e-01
    8.49659904e-04   4.21100110e-02   1.09252382e-04   2.90221040e-04
    3.72943073e-03   3.24949669e-03]
 [  2.86152516e-03   1.37421121e-05   5.12562459e-04   2.01997146e-01
    7.80963455e-05   5.76271079e-02   1.47961946e-05   3.13398009e-03
    7.21514583e-01   1.22464728e-02]
 [  2.20543352e-05   2.06785735e-05   4.77613678e-04   2.79898639e-04
    9.79507387e-01   1.34346032e-04   2.12977990e-03   1.20160449e-03
    5.18573332e-04   1.57080069e-02]
 [  1.81200507e-04   9.64908123e-01   6.53499598e-03   3.06193018e-03
    3.95456991e-05   4.45448495e-05   3.67179200e-05   1.92914400e-02
    4.24852176e-03   1.65314111e-03]
 [  2.91961896e-06   4.82426549e-05   1.06997541e-04   5.46347466e-04
    9.84923959e-01   1.20617519e-03   1.04071056e-04   3.90558038e-04
    2.04982236e-03   1.06211165e-02]
 [  9.96752143e-01   8.23446022e-09   1.57396018e-04   2.61950830e-04
    3.43321851e-08   1.86991907e-04   8.36121558e-07   1.17071859e-05
    2.84038269e-05   2.60046823e-03]
 [  1.37507869e-03   2.61861473e-01   2.60335524e-02   2.55036820e-02
    1.12651906e-03   1.16450747e-03   5.36445659e-05   6.28234148e-01
    1.69114061e-02   3.77359129e-02]
 [  5.19636014e-05   3.21573723e-04   9.92145360e-01   5.25600649e-03
    5.21648360e-07   8.47869160e-06   5.08704261e-06   6.90290847e-08
    2.21055397e-03   3.10634618e-07]
 [  3.75869234e-07   9.62917781e-08   1.86606235e-06   2.08295751e-05
    1.74418105e-07   1.11136455e-06   7.62133551e-11   9.99855995e-01
    6.38315043e-07   1.18967728e-04]
 [  1.59534181e-07   3.36593985e-07   9.99795020e-01   1.97585003e-04
    3.32414714e-07   2.28660170e-07   7.76070749e-07   3.35325080e-06
    1.73645776e-06   3.13305662e-07]
 [  1.04602943e-04   9.55696285e-01   9.98089788e-04   4.75932704e-03
    1.53154461e-03   1.04199862e-02   1.67942862e-03   1.42797374e-03
    2.06579696e-02   2.72486289e-03]
 [  3.97871137e-02   7.14299458e-05   1.31914465e-04   3.74010815e-05
    8.58962012e-05   9.14762497e-01   1.15844479e-03   7.20444415e-03
    3.54207754e-02   1.34007598e-03]
 [  1.56962327e-04   2.65159673e-04   5.18663116e-02   7.80213997e-03
    4.95726359e-04   7.06491573e-03   1.97830406e-04   3.30723531e-04
    9.29290295e-01   2.52992264e-03]
 [  2.57706815e-05   4.09580434e-06   1.14860468e-05   1.61655317e-03
    2.80525797e-04   4.70404550e-02   3.36325776e-08   1.03133425e-01
    6.60256308e-04   8.47227454e-01]
 [  5.73682555e-05   1.10775069e-03   5.60547196e-05   9.24612023e-03
    4.44300735e-04   2.18553701e-04   1.31081890e-06   3.13228011e-01
    1.33709458e-03   6.74303532e-01]
 [  9.99470532e-01   2.78666494e-08   9.12330870e-05   1.76951056e-04
    1.85030868e-09   8.43913076e-05   5.20224717e-07   1.59853353e-05
    1.02708851e-04   5.77662358e-05]
 [  8.01935268e-04   1.67253729e-05   3.78917066e-05   1.79897249e-02
    1.85103181e-05   9.67688262e-01   1.05340441e-05   1.82025342e-05
    1.30181294e-02   4.00156277e-04]
 [  3.72957970e-06   9.61167971e-05   1.32456236e-03   1.82923002e-04
    6.83127120e-02   3.40417864e-05   3.16912738e-05   6.80729921e-04
    2.60844687e-03   9.26725090e-01]
 [  9.66803418e-05   4.94763837e-04   4.77659458e-04   6.60454994e-03
    8.89734924e-02   4.46635485e-03   1.22048375e-04   1.87401436e-02
    2.87981071e-02   8.51226211e-01]
 [  1.47024912e-04   9.84607995e-01   1.30983593e-03   1.42160594e-03
    1.97976333e-04   1.06495060e-03   4.65400895e-04   1.85540097e-03
    7.61731016e-03   1.31236238e-03]
 [  1.79838171e-04   1.83490843e-01   6.82907030e-02   1.40110657e-01
    1.94467674e-03   1.42914765e-02   3.18469503e-03   1.43046782e-03
    5.86478710e-01   5.97888255e-04]
 [  2.82599631e-05   5.24561619e-06   1.03645131e-03   3.38413010e-05
    7.64602330e-04   5.78072621e-04   9.97133970e-01   4.69797124e-06
    4.11958608e-04   2.82786596e-06]
 [  2.32045608e-07   3.78842344e-08   7.71834152e-07   1.39969899e-07
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    5.69360005e-03   2.96803215e-03]
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    3.72208073e-03   1.07517317e-02]
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    4.52293125e-06   4.69026281e-06]
 [  8.94409359e-01   4.29441707e-06   9.72307345e-04   3.42626590e-03
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    1.03045767e-03   3.44067323e-03]
 [  1.17795835e-08   2.96291240e-08   9.99808252e-01   1.88664606e-04
    3.79585821e-08   4.55155996e-10   1.60308400e-06   7.15252142e-08
    1.43033401e-06   1.05527420e-09]
 [  8.34975581e-05   3.30018229e-04   9.87242341e-01   9.55088809e-03
    3.13418781e-07   9.14908560e-06   1.10933524e-06   3.82459839e-05
    2.72183935e-03   2.25564600e-05]
 [  9.99355257e-01   1.33912323e-07   5.80260588e-04   4.54008887e-06
    5.73640246e-10   1.66782047e-05   4.10921457e-05   3.54755159e-08
    1.88041076e-06   1.62682994e-07]]
INFO:tensorflow:global_step/sec: 154.137
INFO:tensorflow:loss = 0.167463, step = 11901
INFO:tensorflow:probabilities = [[  2.80523207e-03   9.89381108e-04   6.02526066e-04   8.64792848e-04
    5.62102571e-02   1.31311715e-01   7.72868633e-01   8.28587781e-06
    3.25980410e-02   1.74103188e-03]
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    2.23284496e-05   6.31180182e-02   1.72793065e-04   1.48305626e-04
    9.33193088e-01   2.54098745e-03]
 [  9.93928552e-01   7.61092167e-09   3.11333407e-03   6.64641630e-05
    2.05793391e-08   1.00871053e-04   2.62720138e-03   4.01947364e-05
    1.23127917e-04   3.38837907e-07]
 [  2.61205168e-05   3.44507498e-05   6.79987483e-03   9.19282794e-01
    9.44009167e-04   8.92841315e-04   2.45474212e-06   3.31046572e-03
    2.99114455e-02   3.87955904e-02]
 [  6.44714892e-05   1.26312138e-04   5.43941162e-04   4.46010599e-05
    9.89817142e-01   8.75614351e-04   1.43695669e-03   2.33697868e-03
    5.98507642e-04   4.15544910e-03]
 [  3.76813025e-09   7.40764335e-06   9.99168396e-01   8.23254813e-04
    9.01884054e-11   2.21829821e-09   1.87934202e-08   1.07110889e-08
    9.78971116e-07   2.12856413e-10]
 [  3.73209296e-05   1.24008125e-07   1.32671594e-05   4.04085840e-05
    1.21905068e-02   1.01117410e-04   5.20816911e-06   1.64034776e-02
    2.57665870e-05   9.71182823e-01]
 [  1.61772835e-08   3.90911782e-06   9.99808609e-01   1.86748555e-04
    1.27460360e-11   1.73574772e-08   1.37544083e-08   4.38680825e-09
    7.12397764e-07   9.53034787e-12]
 [  1.05962129e-02   7.51411153e-06   1.32321601e-03   7.84701770e-05
    4.04003076e-05   1.88632924e-02   9.68838871e-01   3.36695712e-06
    2.16508197e-04   3.21189509e-05]
 [  1.13348135e-04   8.42110865e-07   1.38243020e-04   1.79066993e-02
    5.94999074e-05   9.74528491e-01   3.10841751e-05   1.03187616e-04
    2.12123804e-03   4.99729952e-03]
 [  2.70895869e-03   4.65989053e-01   3.74288810e-03   2.99552884e-02
    3.86142470e-02   3.80192250e-02   1.47982652e-03   8.93389061e-02
    5.06346598e-02   2.79516965e-01]
 [  6.54126564e-03   1.63410423e-05   1.07459724e-03   4.07333896e-02
    4.09180328e-04   2.45221585e-01   4.76056448e-04   2.27403816e-05
    6.97105825e-01   8.39908328e-03]
 [  6.28334101e-06   6.21343474e-07   1.76840103e-06   3.63801882e-05
    2.00033728e-02   8.63968962e-05   9.70837164e-07   1.26720769e-02
    1.10304786e-03   9.66089129e-01]
 [  4.20065480e-05   1.03245713e-06   1.14577297e-05   9.49236273e-04
    5.94689627e-04   3.04338551e-04   6.03670500e-08   6.73953677e-03
    5.54802769e-04   9.90802765e-01]
 [  1.45240947e-05   6.84301767e-07   4.61113859e-06   5.28618239e-06
    2.14817170e-02   1.57935519e-05   8.53485119e-07   1.82971638e-03
    6.20599312e-05   9.76584733e-01]
 [  4.23822421e-05   7.37811788e-04   7.60468049e-03   1.29056585e-04
    6.18420124e-01   9.77458549e-04   3.68609637e-01   1.65834697e-03
    5.90712589e-04   1.22978189e-03]
 [  9.96263087e-01   1.41449918e-05   1.06681115e-03   1.27179592e-04
    4.93183779e-06   1.42418558e-03   6.79241610e-04   4.48877508e-05
    2.91980861e-04   8.33951126e-05]
 [  4.49953077e-05   3.80920346e-06   2.39888133e-04   8.96100879e-01
    3.45011722e-05   8.75774771e-02   4.44679131e-07   5.61769666e-05
    4.29848488e-03   1.16433036e-02]
 [  5.59323817e-05   1.99083479e-06   5.38241817e-03   4.27153544e-04
    2.75171806e-06   6.66726322e-04   7.31001492e-05   1.57945337e-07
    9.93366897e-01   2.28948738e-05]
 [  3.60263392e-08   3.08773707e-07   1.35455892e-04   9.99755561e-01
    9.21794086e-10   2.05532342e-05   3.92206184e-10   8.41520450e-05
    5.46615240e-07   3.48039248e-06]
 [  9.76716399e-01   6.26432950e-08   9.11325969e-06   8.28114025e-06
    1.16158890e-05   3.54999374e-03   1.96951516e-02   3.91393542e-06
    5.34362744e-06   9.28125914e-08]
 [  2.38254131e-03   1.06196430e-05   4.09510249e-04   1.33731533e-02
    3.99927412e-05   3.70980613e-03   5.23804738e-06   5.23420249e-06
    9.79420245e-01   6.43670908e-04]
 [  5.55174074e-06   1.09887459e-07   1.90852385e-04   2.79581968e-07
    9.89954879e-06   3.26872879e-07   9.99784887e-01   5.80284656e-08
    8.13154566e-06   2.16905494e-09]
 [  9.99923229e-01   6.60936417e-09   9.99319127e-06   1.81768641e-07
    1.58344216e-09   5.99199338e-05   3.16348292e-06   2.84110229e-07
    1.31541731e-06   1.76777962e-06]
 [  1.67580777e-06   1.17192576e-06   8.11923746e-06   3.91868798e-06
    9.96529043e-01   1.70811327e-05   6.94778937e-05   4.92414867e-04
    4.28933345e-05   2.83417781e-03]
 [  2.63892172e-04   3.99786859e-06   1.39910771e-04   9.39281133e-04
    7.67003186e-03   1.51488949e-02   2.63338461e-05   1.36015648e-02
    6.20113267e-03   9.56004977e-01]
 [  2.00939689e-06   6.99612883e-06   9.99058068e-01   9.04038141e-04
    4.72915644e-06   1.98296888e-07   7.30758359e-07   1.22579031e-05
    9.64711944e-06   1.22605149e-06]
 [  2.45985075e-06   1.39011521e-04   9.98168826e-01   1.40937767e-03
    2.00807637e-09   4.01569378e-06   2.35374682e-06   2.64716448e-07
    2.73539830e-04   5.97479541e-08]
 [  7.35848909e-04   1.35234347e-06   8.72219098e-05   8.95044825e-04
    2.55162536e-06   2.42975634e-03   4.90929342e-05   1.89402183e-08
    9.95782614e-01   1.65020738e-05]
 [  3.39005783e-04   3.85678431e-05   4.07924643e-04   8.86318332e-04
    7.37511277e-01   7.79777998e-04   7.76701199e-04   3.25745321e-03
    1.65870087e-03   2.54344314e-01]
 [  1.80539369e-04   9.80016410e-01   2.53545842e-03   1.72935810e-03
    2.74799939e-04   2.01692362e-03   1.82078697e-03   1.87781651e-03
    8.81237444e-03   7.35641224e-04]
 [  3.03581655e-05   6.39775814e-03   6.09728731e-02   9.27371979e-01
    3.17892273e-08   4.43909783e-03   5.33809634e-06   2.39095025e-05
    7.57562113e-04   1.19388801e-06]
 [  4.26034433e-07   1.71363499e-05   1.34598755e-04   9.98638451e-01
    1.87452201e-07   1.15059817e-03   7.82260301e-08   1.93624305e-06
    5.36750013e-05   2.80818290e-06]
 [  1.08477809e-06   2.88615876e-04   1.03642769e-05   1.39426105e-04
    9.72920597e-01   2.09962041e-03   1.98508133e-04   5.48721655e-05
    1.10101828e-03   2.31858976e-02]
 [  9.99143481e-01   1.97763091e-11   6.48637888e-06   9.74218608e-08
    3.25185812e-09   8.42652691e-04   5.96515292e-06   4.04643359e-08
    1.36224332e-06   5.69525982e-09]
 [  7.33946854e-06   4.48227255e-03   9.94573653e-01   8.57561652e-04
    1.26011196e-06   4.81518441e-07   1.88688737e-05   1.41323771e-05
    4.39512623e-05   4.53023375e-07]
 [  8.66124174e-05   3.13059047e-07   6.62917097e-04   1.52072516e-05
    5.03942101e-05   1.93064174e-04   9.98336673e-01   6.38542360e-07
    6.33487129e-04   2.07391986e-05]
 [  5.76158129e-07   8.78110651e-09   5.49106609e-08   7.01439239e-06
    1.05730135e-06   1.74163433e-05   8.07631795e-10   9.99934793e-01
    7.10811321e-07   3.83353436e-05]
 [  9.20279945e-07   1.75148580e-05   6.00447122e-04   1.16363972e-05
    4.28280036e-04   5.70240045e-05   9.98872697e-01   4.10435774e-08
    1.03046659e-05   1.08898826e-06]
 [  2.28792615e-05   1.07728875e-08   9.78984147e-08   2.89753939e-06
    1.63383211e-05   1.36645149e-05   4.19528273e-10   9.64309990e-01
    4.79389428e-07   3.56336497e-02]
 [  1.03786777e-04   1.96975043e-06   7.31311797e-04   1.04768460e-05
    1.07567722e-03   1.98746886e-04   9.97829020e-01   2.93948119e-07
    1.63485274e-05   3.24261637e-05]
 [  3.91375153e-07   1.49109826e-06   1.49709495e-05   1.43737279e-05
    9.98603761e-01   1.78385799e-05   1.40493339e-05   1.28394367e-05
    3.08930212e-05   1.28930213e-03]
 [  1.76074354e-05   3.26298352e-04   4.09272528e-04   9.88972962e-01
    1.19852905e-06   1.01699615e-02   1.74160650e-05   9.12054111e-06
    5.79659791e-05   1.81486412e-05]
 [  6.43541853e-06   2.44954457e-08   1.99712790e-03   3.77101060e-05
    9.00765153e-05   2.85802525e-05   9.70709324e-01   4.70194834e-08
    2.71301847e-02   4.30410779e-07]
 [  9.99870658e-01   6.94964919e-10   3.60508202e-05   1.54487182e-07
    2.51066345e-09   8.89276998e-05   1.53765836e-06   5.06991512e-07
    1.14843726e-06   1.04085950e-06]
 [  9.99945521e-01   1.57979718e-09   1.35823084e-05   2.88989145e-06
    1.09779155e-08   3.27434354e-05   3.08332824e-06   2.76801217e-07
    2.46218860e-07   1.71854458e-06]
 [  2.35491807e-05   9.95767355e-01   1.18442935e-04   3.62369901e-04
    1.27069157e-04   3.09033130e-05   2.93636349e-05   1.51486567e-03
    7.22849218e-04   1.30340178e-03]
 [  7.77170135e-05   1.05737672e-04   1.01029675e-03   7.49400642e-04
    1.58405851e-03   2.86520971e-03   4.76203626e-03   8.72228520e-06
    9.88289595e-01   5.47197415e-04]
 [  1.68671715e-04   3.68367821e-01   3.26906471e-03   1.92899778e-02
    1.05947917e-02   4.57031978e-03   1.59092742e-04   4.29700673e-01
    7.80556202e-02   8.58239979e-02]
 [  9.75261282e-05   9.94559228e-01   1.24560087e-03   1.19223550e-03
    4.42211749e-05   1.24889984e-05   3.93049762e-04   1.57330371e-03
    7.57930742e-04   1.24362705e-04]
 [  6.64088730e-05   1.12264156e-02   8.02625669e-04   3.74044552e-02
    8.83427560e-02   7.36862719e-02   2.32438761e-04   1.20594027e-02
    5.38781136e-02   7.22301185e-01]
 [  9.92402077e-01   9.34185174e-09   4.78358452e-05   9.11097013e-05
    3.75320859e-08   4.86990379e-04   2.03116383e-06   3.46677261e-05
    6.90671150e-03   2.87412931e-05]
 [  5.62443984e-06   5.45082685e-06   7.24867510e-04   1.62975794e-05
    3.64260599e-02   1.35076768e-03   9.61327612e-01   1.95891033e-07
    1.09697146e-04   3.34398246e-05]
 [  7.53369750e-05   9.63096827e-05   5.80360247e-05   1.57778198e-03
    1.52055686e-03   2.10065721e-03   8.05578566e-06   9.41711426e-01
    1.49039377e-04   5.27026691e-02]
 [  5.25301800e-07   1.64891520e-04   1.66124242e-04   9.98391032e-01
    2.25453164e-07   5.10311744e-04   8.48287414e-08   5.02479670e-04
    1.23637103e-04   1.40614269e-04]
 [  8.66659757e-05   3.52788134e-03   2.00789794e-03   4.52218298e-03
    8.03479493e-01   4.66584554e-03   1.66700326e-03   8.65175948e-03
    6.01794384e-03   1.65373489e-01]
 [  6.69428628e-05   2.55218112e-07   1.75005849e-03   1.53552185e-06
    9.81269479e-01   1.15242656e-04   1.50542902e-02   2.43041432e-04
    1.13565708e-03   3.63563246e-04]
 [  6.35439355e-04   4.03483828e-05   6.12464783e-06   9.52176488e-05
    1.59856263e-05   9.97790694e-01   1.85510013e-04   2.44394614e-05
    1.19004981e-03   1.62278120e-05]
 [  1.39085474e-04   1.22509664e-04   2.89654472e-05   2.16018452e-04
    4.93456901e-04   2.46775523e-03   9.95289207e-01   1.80841042e-07
    1.15261762e-03   9.01101012e-05]
 [  9.13126394e-04   8.64473870e-04   2.03226190e-02   2.39022985e-01
    3.97646771e-04   2.31105066e-03   8.59704523e-05   4.41104732e-03
    7.09151208e-01   2.25198790e-02]
 [  9.95238900e-01   1.48601300e-08   4.75077904e-05   4.21597506e-05
    8.60778004e-10   4.62472346e-03   2.13262119e-05   6.38683218e-07
    2.03199252e-05   4.55222789e-06]
 [  5.82345575e-03   1.08338823e-03   1.20497309e-02   5.51639496e-05
    2.11533019e-03   4.03472269e-03   4.29842845e-02   1.44434480e-05
    9.27887619e-01   3.95186106e-03]
 [  4.10235440e-03   1.07337289e-01   7.70967826e-02   1.05274972e-02
    6.57131095e-05   7.64724016e-01   1.83852408e-02   7.11278626e-05
    1.76523216e-02   3.77789656e-05]
 [  1.27717154e-02   2.13817740e-03   9.89835151e-03   1.97222792e-02
    4.33084824e-05   8.11016634e-02   1.90704945e-04   2.01258194e-02
    8.36750507e-01   1.72574986e-02]
 [  1.53371545e-07   1.36652943e-06   1.88019967e-05   8.78472838e-06
    9.98723328e-01   8.86253692e-05   1.16117946e-04   1.18698345e-05
    3.22613865e-04   7.08413601e-04]
 [  2.58767465e-03   3.35506365e-06   6.48365094e-05   2.38280685e-04
    7.65870690e-01   9.23064165e-03   2.36129606e-04   4.13296297e-02
    1.51372922e-03   1.78924978e-01]
 [  2.14908476e-04   7.50364482e-01   2.81834102e-04   2.03931076e-03
    1.26603574e-01   1.85718220e-02   7.37652229e-03   1.29527005e-03
    4.56050038e-02   4.76473309e-02]
 [  3.29998948e-05   9.95801032e-01   5.88924973e-04   1.26590591e-03
    4.35168680e-04   2.90795811e-04   2.20469461e-04   2.65680399e-04
    7.07796600e-04   3.91213194e-04]
 [  1.69023304e-04   6.89895882e-04   6.34272769e-03   8.07683566e-04
    9.74033594e-01   3.28991766e-04   5.34165790e-03   3.56886024e-03
    2.10544886e-03   6.61209552e-03]
 [  9.99224782e-01   8.22469259e-10   5.57256317e-06   2.07684866e-06
    5.27658228e-09   7.22065743e-04   4.39591968e-05   1.90186995e-07
    1.30742842e-06   5.75241046e-08]
 [  3.45131120e-04   6.11833949e-03   7.02750683e-03   1.35757471e-03
    2.81632994e-03   2.13558555e-01   1.27027212e-02   2.20772083e-04
    7.52791524e-01   3.06154415e-03]]
INFO:tensorflow:probabilities = [[  5.08857984e-03   1.36714207e-05   7.01609126e-04   3.97352502e-02
    8.68386633e-05   9.43485618e-01   2.74262833e-03   1.88834256e-05
    7.92881101e-03   1.98016016e-04]
 [  8.51440636e-05   3.78785277e-04   8.72777833e-04   9.84767258e-01
    3.33241711e-04   4.34824033e-03   2.33015689e-05   5.30152865e-05
    4.06557880e-03   5.07259509e-03]
 [  1.58184778e-03   6.69117844e-06   1.13855473e-04   1.20266806e-04
    5.86518086e-04   4.17800516e-01   5.70771039e-01   5.30113979e-08
    8.99695326e-03   2.21969804e-05]
 [  1.58501862e-05   4.47409460e-04   9.97046769e-01   1.54138764e-03
    5.25203490e-08   1.14036470e-06   3.80160884e-07   1.70118540e-07
    9.46916523e-04   3.31574803e-08]
 [  9.22719573e-06   3.79247899e-06   4.77828507e-06   5.64374604e-05
    8.72074997e-06   1.10279259e-04   1.69528462e-08   9.63221431e-01
    8.47208867e-05   3.65005210e-02]
 [  7.21737335e-04   1.74820423e-04   9.74498868e-01   6.25033816e-03
    6.15940662e-03   7.93797488e-04   2.32404261e-03   6.75925767e-05
    7.04579754e-03   1.96352229e-03]
 [  5.91133256e-04   6.98116273e-02   2.37862822e-02   4.87336889e-02
    4.21474724e-05   1.04204740e-03   5.90500538e-04   1.16080546e-03
    8.53392482e-01   8.49315780e-04]
 [  7.06890887e-07   2.15434076e-04   1.59491040e-02   9.60241020e-01
    2.57206943e-06   5.61789202e-05   3.02869942e-08   8.71090032e-03
    1.24379778e-02   2.38616997e-03]
 [  7.21835988e-07   9.99007881e-01   2.23456285e-04   4.00708843e-04
    1.38079704e-05   2.29359757e-05   5.35284416e-05   8.71249483e-07
    2.73590966e-04   2.60681418e-06]
 [  1.88571187e-06   8.39662221e-07   3.90883429e-07   2.46834243e-04
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    5.76460537e-12   3.71337734e-07   1.11960695e-07   5.34325606e-09
    4.32952838e-05   2.13121243e-10]
 [  4.49468236e-04   3.87469736e-05   4.12322319e-04   1.74164586e-02
    8.56064435e-04   6.60334527e-01   2.65369563e-05   1.18264208e-04
    2.78436393e-01   4.19112742e-02]
 [  1.29046725e-06   6.44063380e-09   1.57653986e-07   1.85754216e-05
    2.52744416e-04   4.98212921e-06   2.42195441e-09   1.55105861e-03
    2.65976341e-05   9.98144627e-01]
 [  3.11515957e-01   2.98352938e-06   2.06153796e-04   1.70093350e-04
    6.00404851e-03   2.31465891e-01   3.38704063e-04   4.39563543e-01
    4.46824240e-04   1.02856914e-02]
 [  2.12750865e-06   3.00632882e-06   4.89802505e-06   2.58185355e-06
    9.87585902e-01   6.88391765e-06   9.22284562e-06   8.78076302e-04
    3.56727571e-04   1.11507364e-02]
 [  5.28172473e-04   2.09097743e-06   3.29693139e-04   7.21743389e-04
    4.18043649e-03   8.29142926e-04   1.18224772e-04   1.40408194e-02
    6.28000533e-04   9.78621662e-01]
 [  3.32296797e-04   1.02377182e-03   1.00107231e-04   6.53110255e-05
    4.25165694e-04   9.84098375e-01   6.66676060e-05   6.31920193e-05
    1.35698998e-02   2.55156629e-04]
 [  1.34086213e-05   4.44711441e-06   1.77230286e-05   6.10875577e-06
    9.74995434e-01   3.19896499e-05   4.57495044e-04   3.51094408e-03
    4.17826511e-03   1.67842675e-02]
 [  1.23839698e-07   2.13113981e-05   9.39693418e-04   9.98873413e-01
    1.36897461e-06   1.81158539e-05   5.12318046e-08   7.86300120e-07
    1.43042416e-04   2.18556102e-06]
 [  9.48370714e-03   5.65810036e-03   1.40582137e-02   6.50022528e-04
    2.28532837e-04   4.35716892e-03   2.95984894e-02   8.36248873e-05
    9.35422599e-01   4.59500501e-04]
 [  9.99971032e-01   1.27901495e-10   1.34965685e-05   5.44327861e-07
    1.56184345e-08   7.67237088e-06   1.30486526e-07   2.29598459e-06
    6.63197568e-07   4.18925993e-06]]
INFO:tensorflow:global_step/sec: 153.543
INFO:tensorflow:loss = 0.109884, step = 12001
INFO:tensorflow:probabilities = [[  1.30650767e-06   4.49814934e-07   1.98812359e-05   7.39111565e-04
    3.22916433e-02   2.65500596e-04   1.30424368e-07   6.87483232e-03
    1.26452220e-03   9.58542585e-01]
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    9.57112670e-01   3.88362706e-02]
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    6.82788668e-04   1.62111974e-04   5.28669830e-07   5.21397160e-04
    9.28763802e-06   9.97358143e-01]
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    7.55294575e-04   2.40273364e-02   9.61157858e-01   4.94687310e-06
    2.40008207e-03   7.85532611e-05]
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    1.52789801e-02   8.23037262e-05]
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    1.71588233e-03   2.38441806e-02]
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    2.47536300e-05   1.17999689e-05   7.10898629e-09   9.91175175e-01
    3.75520467e-05   8.61865561e-03]
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    9.78076696e-01   9.28001944e-04]
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 [  9.18338337e-05   1.99398739e-04   1.66269131e-02   3.45280431e-02
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    2.72324891e-04   1.27696489e-06]
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    1.21020064e-04   3.80908628e-03]
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    7.17963129e-02   1.50290132e-01]
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    1.29641831e-01   4.41429615e-02]
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    3.86170614e-05   1.59476468e-08]
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    1.11753465e-07   4.76883688e-05   1.51755796e-06   1.43351994e-04
    8.43390153e-05   7.33944296e-04]
 [  1.16627966e-03   3.27297323e-03   7.04717310e-03   2.41315388e-03
    2.98934691e-02   9.81427263e-04   9.30829942e-01   3.13830795e-04
    1.83465537e-02   5.73520688e-03]
 [  2.15786900e-02   7.98705150e-05   9.67300177e-01   3.68699944e-03
    6.79594814e-05   2.08691973e-03   1.44689181e-03   2.95314268e-04
    1.54599163e-03   1.91127183e-03]
 [  9.99866366e-01   1.06947229e-11   2.99852019e-07   8.50410402e-07
    6.78798406e-10   1.27214604e-04   1.37776124e-06   3.82256667e-06
    3.25021787e-08   1.77187154e-08]
 [  9.43694788e-04   2.01718194e-06   2.65679846e-04   1.16877680e-04
    5.04217693e-04   1.91406645e-02   2.62096841e-02   6.37428184e-06
    9.52222705e-01   5.88078285e-04]
 [  6.61507920e-06   4.05656664e-08   4.98286727e-06   4.06938483e-08
    9.99550045e-01   3.24480679e-05   1.62637691e-04   1.11461712e-04
    3.10785981e-05   1.00732708e-04]
 [  1.24349061e-03   1.23507518e-04   9.83434081e-01   1.09193623e-02
    2.75703144e-07   2.00450793e-03   1.48429524e-06   1.43517449e-03
    5.31724305e-04   3.06395319e-04]
 [  6.67914719e-05   4.06551607e-07   4.20242985e-04   3.06853064e-04
    2.67754558e-06   2.63963029e-05   3.26612337e-07   5.56380337e-06
    9.99096632e-01   7.41083204e-05]
 [  1.86186371e-05   7.99141981e-06   1.21947436e-04   3.28512688e-05
    9.89783823e-01   7.01047946e-04   1.31698776e-04   4.96624212e-04
    3.38085301e-05   8.67160223e-03]
 [  6.57978080e-06   1.33893394e-04   9.99590814e-01   2.16415210e-04
    1.26756811e-06   5.58085674e-07   1.61898024e-05   2.31329013e-05
    1.08194181e-05   2.47975635e-07]
 [  2.27412784e-05   1.79077801e-06   3.92537959e-06   4.73429100e-05
    6.78446031e-06   9.98370707e-01   5.38026856e-04   6.89594088e-08
    1.00034440e-03   8.26552241e-06]
 [  2.68482324e-07   1.80383688e-06   2.39062883e-05   5.40872512e-04
    6.53722680e-07   4.94694359e-06   3.97573835e-10   9.99348819e-01
    4.95762890e-07   7.83000141e-05]
 [  9.97754633e-01   2.12714966e-07   7.24388883e-05   6.75957126e-05
    3.84926210e-07   1.91752275e-03   1.43391386e-04   2.69384582e-05
    3.30773605e-06   1.36089548e-05]
 [  1.12980379e-05   1.69644260e-03   9.93881941e-01   2.07902049e-03
    5.61288914e-07   1.02427090e-04   6.73157221e-04   1.69238206e-08
    1.55506562e-03   2.41393971e-09]
 [  4.20746886e-07   1.29689870e-03   9.97863233e-01   7.95227883e-04
    1.40050020e-07   3.17898412e-06   5.30483157e-06   6.82011841e-06
    2.87952444e-05   2.01490735e-09]
 [  9.94779348e-01   1.58348530e-06   2.24517571e-04   1.71445899e-05
    9.49234845e-07   3.68963636e-04   4.52764425e-03   1.65341626e-05
    5.83101428e-05   5.05290745e-06]
 [  3.03887332e-10   2.47170928e-09   4.04317113e-08   4.98310374e-06
    1.57426445e-08   7.30409582e-08   9.78242118e-13   9.99992132e-01
    4.50707809e-08   2.73829687e-06]
 [  9.29802775e-01   5.59160128e-07   9.65930758e-06   2.13609092e-04
    2.94004366e-07   6.77274093e-02   1.33244181e-03   1.86961661e-05
    8.86038004e-04   8.51932600e-06]
 [  5.38024051e-06   6.96049653e-08   1.49606490e-06   1.18643652e-06
    9.98986542e-01   1.10241763e-05   1.36135668e-06   5.33675047e-05
    2.39896690e-05   9.15696088e-04]
 [  9.97310181e-08   3.15325383e-06   3.44344642e-07   1.18074502e-04
    2.97568249e-06   3.44925065e-05   4.16650270e-09   9.99499917e-01
    9.14823795e-06   3.31660442e-04]
 [  1.54340826e-03   1.75411813e-04   1.36080803e-03   5.50689350e-04
    2.60771573e-01   4.50959289e-03   1.27861695e-03   6.50013089e-01
    1.99130480e-03   7.78055564e-02]
 [  2.55241350e-04   6.48511923e-05   4.93869302e-04   1.69201292e-06
    1.22953136e-03   6.57771598e-05   9.97832835e-01   1.57767616e-07
    5.48614116e-05   1.27905594e-06]
 [  2.02781712e-06   9.08148309e-07   2.52630591e-04   2.14684071e-04
    1.13334216e-03   2.63430091e-04   7.65215100e-06   1.11164183e-04
    4.63659439e-04   9.97550547e-01]
 [  1.91739909e-05   1.60851132e-03   1.96931054e-04   9.95076716e-01
    1.08987979e-05   2.53246888e-03   1.98243579e-05   1.94023032e-05
    3.77613032e-04   1.38387157e-04]
 [  9.68635917e-01   3.07332101e-07   8.35910556e-04   4.17034171e-04
    1.08469778e-09   2.99158748e-02   1.44930550e-06   2.83292356e-05
    1.63364035e-04   1.69442615e-06]
 [  4.73833759e-04   2.66464012e-05   2.47740274e-04   9.92048085e-01
    5.50663231e-07   1.79187022e-03   8.85454847e-06   1.01633611e-06
    5.11424802e-03   2.87004368e-04]
 [  2.93004396e-03   1.00632360e-05   3.52741173e-03   3.05037451e-04
    1.10706436e-02   2.51542572e-02   9.55361843e-01   3.54245203e-05
    3.15806683e-04   1.28942227e-03]
 [  2.46646432e-05   8.05633681e-06   3.94844537e-05   1.80634106e-05
    5.94065677e-05   1.69661152e-03   9.98074532e-01   4.56318752e-08
    4.78825605e-05   3.12784105e-05]
 [  3.79223116e-02   8.76827562e-06   3.92594375e-03   2.52621737e-03
    2.66673684e-04   8.48603785e-01   5.83228189e-04   2.25086301e-03
    8.67578164e-02   1.71544999e-02]
 [  9.98892725e-01   4.72927546e-08   1.15356170e-05   3.82166218e-05
    3.46336577e-08   1.00165850e-03   7.88233228e-06   4.13867201e-06
    1.16583687e-05   3.21214648e-05]
 [  5.36269436e-05   1.44036164e-07   1.68940951e-05   6.01142528e-06
    9.08558726e-01   8.70891847e-03   3.57571953e-05   3.36586474e-03
    1.47774979e-03   7.77762756e-02]
 [  9.61334619e-04   3.25124256e-06   1.52505527e-04   1.38775930e-02
    2.99731572e-03   9.25194085e-01   9.38232348e-04   8.60199725e-05
    1.47633823e-02   4.10262346e-02]
 [  9.71187692e-05   2.24163387e-07   1.32081652e-04   1.44686339e-07
    1.23208432e-04   1.64622779e-05   9.99629617e-01   3.07540127e-08
    4.76316757e-07   5.99113605e-07]]
INFO:tensorflow:probabilities = [[  4.91006940e-05   1.35122227e-05   4.65389993e-03   2.13047173e-02
    2.67860922e-03   7.47837708e-04   1.05860545e-06   5.40433884e-01
    1.31199180e-04   4.29986238e-01]
 [  6.71008020e-05   9.82667625e-01   2.17940076e-03   5.73170930e-03
    3.65163083e-04   4.58381517e-04   2.72107172e-05   5.78384381e-03
    2.43227161e-03   2.87405914e-04]
 [  2.96286773e-03   3.09387688e-03   5.97373582e-03   4.25238512e-04
    8.29811767e-03   1.66911515e-03   9.67146933e-01   1.86716352e-04
    9.56576876e-03   6.77642121e-04]
 [  6.19795458e-07   6.42378800e-05   6.54034229e-05   9.97546732e-01
    6.35032336e-07   1.95881980e-03   3.08214368e-07   5.82460016e-05
    2.59856693e-04   4.51738924e-05]
 [  9.99967575e-01   1.05505993e-09   1.00525740e-05   7.05108187e-06
    2.32747710e-09   2.38596795e-06   3.39324203e-07   1.12672315e-05
    6.18624824e-07   7.19938384e-07]
 [  1.42485573e-04   9.69647022e-04   2.50002748e-04   5.63511625e-03
    4.05207038e-06   9.90516245e-01   1.61632325e-03   3.12081247e-05
    8.24191608e-04   1.05939971e-05]
 [  1.51323533e-07   1.31377226e-06   9.97990012e-01   1.71636627e-03
    3.57959578e-07   6.62977584e-08   2.17749766e-06   2.81792105e-04
    7.67098572e-06   1.48474228e-07]
 [  7.18595547e-05   1.11846981e-04   2.91552395e-04   6.78494252e-05
    2.47473619e-03   1.58509574e-04   9.96687949e-01   7.81146454e-08
    1.34194866e-04   1.44893215e-06]
 [  2.75842762e-08   2.18391936e-08   5.43988222e-07   9.39505408e-05
    1.95675209e-09   3.22466576e-07   2.81788546e-12   9.99852419e-01
    5.99486967e-08   5.25239557e-05]
 [  9.83878016e-01   7.32434387e-07   1.33127871e-03   5.07743843e-03
    2.39276669e-05   5.08438214e-04   7.71330949e-03   9.13933218e-06
    1.42361235e-03   3.40662409e-05]
 [  1.15157263e-02   1.94327114e-07   1.31290581e-05   1.33842544e-03
    9.30367023e-05   9.74630654e-01   1.72775507e-03   1.86844973e-05
    7.09861936e-03   3.56362434e-03]
 [  1.72828979e-04   2.31228955e-03   4.94689215e-03   4.95383225e-04
    2.69727986e-02   5.05960407e-03   9.49941993e-01   9.27932524e-06
    9.88160167e-03   2.07299076e-04]
 [  1.18480244e-07   2.52726871e-08   7.68712562e-06   2.44585863e-05
    3.15401771e-09   3.19793081e-08   1.03446147e-10   9.99950528e-01
    1.37334546e-05   3.41490068e-06]
 [  5.05457647e-05   3.73560833e-05   7.89035330e-05   1.92464911e-03
    6.44556167e-06   9.96400833e-01   8.72333243e-04   2.50829999e-06
    6.20074745e-04   6.44974352e-06]
 [  6.65426705e-05   9.94790435e-01   3.37905949e-04   1.53382396e-04
    3.54215445e-04   6.63469982e-05   3.78707860e-04   1.28257743e-04
    3.54236434e-03   1.82070886e-04]
 [  8.83509274e-05   7.12773297e-04   8.37588159e-04   1.68482792e-02
    4.84739430e-03   1.88241887e-03   1.34929304e-03   3.60599988e-05
    9.64577794e-01   8.82003177e-03]
 [  4.68272774e-04   8.78809020e-02   1.36606616e-03   1.07142911e-03
    2.15899869e-04   2.86438083e-03   3.78441205e-03   1.06012980e-04
    9.01798606e-01   4.44114092e-04]
 [  9.11194853e-09   1.46264867e-08   2.33947489e-07   1.49959324e-05
    5.22594163e-08   3.82219234e-08   8.05122982e-12   9.99923944e-01
    2.13894759e-06   5.84939335e-05]
 [  9.95508526e-06   8.03475984e-07   2.07013863e-06   1.08248387e-04
    1.29775784e-03   1.73993816e-04   2.31023350e-07   7.72589352e-03
    4.82591349e-05   9.90632772e-01]
 [  9.99991775e-01   1.07769585e-10   3.72301679e-06   2.02705621e-07
    2.19149102e-10   3.79514358e-06   1.19047430e-08   4.16602148e-07
    4.38654935e-09   8.78967228e-08]
 [  9.99985814e-01   2.04237938e-09   8.00634552e-06   7.45165721e-07
    8.90610363e-10   1.80209713e-06   2.32084676e-06   1.14235213e-07
    1.57400933e-07   1.13406077e-06]
 [  4.54173824e-06   2.53906251e-07   1.23420693e-06   5.76009857e-04
    3.80778215e-06   9.85974967e-01   8.59811905e-07   1.93058420e-03
    1.05154458e-02   9.92326764e-04]
 [  5.56626241e-04   6.75077172e-06   2.12620289e-04   6.74125040e-04
    1.10924222e-04   2.64087738e-03   3.44111631e-03   2.90479875e-05
    9.92240191e-01   8.77869534e-05]
 [  4.62449716e-05   1.50706592e-06   3.09671232e-05   2.91789797e-06
    9.94667053e-01   7.47372687e-05   8.95221965e-05   2.60918075e-03
    1.60087366e-04   2.31784000e-03]
 [  4.11339643e-05   9.93756175e-01   7.72172993e-04   6.56682008e-04
    7.86530654e-05   1.36795978e-04   2.89250369e-04   4.51862608e-04
    3.69613594e-03   1.21182260e-04]
 [  2.26158649e-03   8.79845861e-03   1.83332595e-04   2.36984733e-02
    2.57166375e-05   9.56736565e-01   3.21587228e-04   6.34237367e-04
    4.46217507e-03   2.87785917e-03]
 [  3.45345540e-03   5.92859142e-05   8.98080820e-04   3.15244449e-03
    5.58572065e-05   6.62004471e-01   3.28667611e-01   2.31164927e-06
    1.70029933e-03   6.22773541e-06]
 [  6.69697010e-06   7.19048614e-07   6.20501596e-05   9.99742806e-01
    1.10963329e-10   1.55281639e-04   5.87477658e-08   1.79321432e-05
    1.44666701e-05   6.03067960e-08]
 [  9.99458253e-01   4.46617943e-09   3.03492197e-05   6.90942625e-06
    2.76233436e-07   4.40399337e-04   2.25075364e-05   1.80215084e-05
    3.83728718e-07   2.29669149e-05]
 [  4.38769785e-05   2.21666294e-08   2.90891912e-05   1.52066341e-05
    1.12330110e-03   2.28289787e-06   3.20788956e-07   4.65537375e-03
    3.18145067e-05   9.94098783e-01]
 [  5.07663062e-05   4.69317136e-04   5.02107432e-03   3.99457961e-02
    1.34645042e-03   1.57755113e-03   2.40964418e-05   8.53636339e-02
    6.78774621e-03   8.59413505e-01]
 [  9.99813855e-01   2.50479915e-10   2.17239403e-06   2.46521381e-06
    3.21810328e-10   1.74273358e-04   2.55738772e-08   2.00795239e-06
    7.43677504e-07   4.58833028e-06]
 [  7.30619831e-07   2.89907530e-06   9.99917984e-01   1.64169123e-05
    6.03140916e-06   6.72075586e-08   5.08489029e-05   4.18832269e-06
    5.06150741e-07   2.81068822e-07]
 [  9.23415922e-09   7.75081353e-05   9.99895453e-01   2.34146628e-05
    2.18188068e-09   6.88888235e-08   2.70542216e-07   2.61792866e-06
    7.39658276e-07   9.91753901e-10]
 [  1.69544027e-03   7.09784536e-06   1.54965057e-03   5.35799330e-03
    3.79834233e-07   1.00889825e-03   2.84068051e-06   1.62723754e-05
    9.90352094e-01   9.28644477e-06]
 [  2.68562673e-07   1.03689942e-07   2.82921064e-06   9.98708487e-01
    4.44263293e-09   1.27441005e-03   2.85137691e-09   1.60773670e-08
    1.08562244e-05   3.11165377e-06]
 [  1.49501231e-03   4.66050977e-07   2.86066606e-05   4.92815450e-02
    2.09193203e-07   9.42082286e-01   1.13116937e-06   2.68314354e-04
    6.49579940e-03   3.46518471e-04]
 [  3.49599140e-05   1.35638553e-03   9.82221544e-01   9.27964039e-03
    1.78129441e-04   1.40319113e-04   5.27440643e-05   5.39204478e-03
    1.25169521e-03   9.26978682e-05]
 [  3.53667783e-05   1.43252732e-03   8.00947691e-06   6.35566516e-03
    6.98836939e-03   3.00571118e-02   8.35824812e-06   8.35669219e-01
    1.14285294e-02   1.08016886e-01]
 [  8.98295366e-06   3.78289515e-05   8.73417521e-05   1.05173164e-03
    9.57565188e-01   9.23114712e-05   2.65851064e-04   3.12423886e-04
    5.91684319e-03   3.46614197e-02]
 [  4.64352809e-07   1.00644047e-05   5.60484943e-04   2.61930808e-07
    1.03005557e-04   3.36098368e-04   9.98980463e-01   1.64961467e-08
    9.21314950e-06   5.50809496e-08]
 [  5.79266867e-04   1.05685422e-05   5.94393759e-06   8.23635724e-04
    2.00067025e-05   9.85268116e-01   6.52014714e-05   1.01027099e-05
    1.26835033e-02   5.33723040e-04]
 [  1.93762094e-06   2.86529803e-06   4.86308090e-05   2.27609926e-04
    1.56443917e-07   3.06331515e-07   7.32030436e-10   9.99145150e-01
    1.93365504e-05   5.54046128e-04]
 [  7.99132104e-05   3.39165563e-04   9.70325530e-01   1.52365360e-02
    2.49476943e-05   1.04334780e-04   1.05566061e-04   2.57656164e-03
    1.08615039e-02   3.45896202e-04]
 [  1.26411789e-04   3.75688542e-05   1.97221787e-04   1.39652006e-03
    9.90392946e-05   2.92333867e-02   6.99569136e-05   3.84265377e-06
    9.68628645e-01   2.07382836e-04]
 [  1.69817038e-04   1.98381986e-06   4.30012624e-05   4.35796363e-04
    2.17539913e-04   1.79172086e-04   5.76661751e-06   1.15758121e-04
    9.33485925e-01   6.53451830e-02]
 [  5.36292173e-05   3.68600507e-04   1.59709936e-03   9.79407191e-01
    3.94043218e-06   7.21168064e-04   4.14412307e-06   2.74293416e-05
    1.75984036e-02   2.18307279e-04]
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    9.13962489e-04   3.71808652e-04]
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    6.43008934e-06   1.59304240e-04]
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    2.22421531e-05   1.64140336e-04]
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    1.27387306e-04   2.40472829e-04]
 [  2.09215104e-05   8.48662894e-05   3.86073625e-05   8.20917485e-05
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    3.43895575e-04   8.33553448e-03]
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    6.03621193e-05   9.41040553e-03   2.80569770e-06   1.03170215e-03
    1.04181224e-03   1.74292270e-02]
 [  7.82823336e-05   4.30332089e-04   4.23900434e-04   9.96308744e-01
    3.40522297e-06   2.08220957e-03   1.00210755e-05   1.44469686e-05
    5.02992305e-04   1.45568963e-04]
 [  3.38983932e-03   1.38683310e-02   8.71217921e-02   1.52575504e-02
    9.62199374e-06   1.13780820e-03   1.98802081e-06   8.67774427e-01
    1.41255488e-03   1.00260768e-02]
 [  4.65985577e-05   5.89505771e-06   5.06975848e-05   9.98677075e-01
    1.48280606e-07   2.37356930e-04   1.42690322e-08   2.44291841e-05
    2.62582762e-05   9.31440271e-04]
 [  2.65679519e-05   9.94195521e-01   5.62486181e-04   2.35718093e-03
    2.07488119e-04   2.65663548e-05   1.65857564e-04   1.81143149e-03
    4.65912715e-04   1.81112468e-04]]
INFO:tensorflow:global_step/sec: 149.819
INFO:tensorflow:loss = 0.217311, step = 12101
INFO:tensorflow:probabilities = [[  1.36420087e-04   1.73318631e-03   4.21772653e-04   1.12629207e-02
    1.31746147e-05   3.82054481e-04   1.46848876e-07   9.60261047e-01
    1.30536943e-03   2.44839508e-02]
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    1.56271516e-03   3.78802009e-02]
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    1.89227902e-03   3.50772258e-04]
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    2.61862601e-06   1.08894540e-07]
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    1.78398250e-03   3.63868545e-04]
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    6.93355163e-04   1.43431325e-03]
 [  6.55433439e-07   7.81000242e-09   2.07136100e-06   4.75838135e-07
    9.99644756e-01   7.40159021e-06   1.25647231e-04   1.07004395e-04
    4.07172920e-05   7.12124165e-05]
 [  3.97494368e-05   3.25364090e-06   8.66708069e-06   2.01399531e-03
    5.84697798e-02   5.88480290e-03   1.86568639e-06   4.45806310e-02
    1.15892501e-04   8.88881326e-01]
 [  5.10946556e-08   1.09654721e-07   4.98982274e-07   1.46510083e-05
    2.85675327e-07   1.45459308e-06   1.82081961e-10   9.99940038e-01
    1.04750222e-06   4.18766613e-05]
 [  2.02213996e-04   9.95079398e-01   8.08163255e-04   2.04955984e-04
    1.67282269e-04   9.80194018e-05   4.65127232e-05   1.56437140e-03
    1.80148985e-03   2.75351267e-05]
 [  1.33306912e-06   1.86780551e-06   6.73327258e-06   1.23443679e-04
    1.40637383e-06   1.96941968e-04   3.77880866e-07   6.86919593e-05
    9.99382138e-01   2.17111257e-04]
 [  5.21102083e-05   2.18609907e-03   3.85034061e-03   3.79348040e-01
    8.08705499e-06   6.02645993e-01   1.54100897e-04   5.60537039e-04
    1.10586891e-02   1.36031435e-04]
 [  2.59186436e-05   3.13098339e-04   8.20173300e-05   1.95256295e-03
    4.94350737e-04   4.37359046e-03   9.51845948e-07   7.92158902e-01
    1.72517879e-03   1.98873326e-01]
 [  5.81633728e-08   4.01324287e-05   9.99511242e-01   4.28303989e-04
    1.46255966e-10   3.50531764e-08   1.60017795e-08   4.41329092e-07
    1.97238933e-05   2.34963959e-09]
 [  6.11012001e-05   4.34893966e-02   7.47847278e-03   2.45072350e-01
    8.84357691e-02   5.01032919e-02   2.08700425e-03   3.92603502e-03
    5.54318249e-01   5.02833212e-03]
 [  7.86172677e-06   1.88699332e-07   6.43331616e-04   9.99160647e-01
    8.59458567e-07   1.01614431e-04   2.01700470e-08   3.46994426e-07
    7.42101038e-05   1.09869779e-05]
 [  4.13228263e-04   6.89239387e-05   5.37289779e-05   4.70711238e-05
    3.15184443e-05   6.33493415e-04   6.50610303e-08   8.89952242e-01
    8.67659226e-04   1.07932061e-01]
 [  1.44706329e-03   5.32416441e-03   2.09260270e-01   6.69404119e-03
    6.98690891e-01   3.47580831e-03   3.79417418e-03   1.52029917e-02
    1.86412537e-03   5.42464852e-02]
 [  1.79357612e-05   3.02218741e-05   1.86965772e-05   2.67037994e-05
    9.19112179e-04   3.87660955e-04   9.97987628e-01   2.62791611e-09
    6.10680669e-04   1.28019167e-06]
 [  3.49307607e-04   2.42358707e-02   2.15113014e-01   6.77383661e-01
    2.90383996e-05   2.70513096e-03   2.03536358e-04   2.24550840e-05
    7.98761621e-02   8.17924883e-05]
 [  1.31905987e-03   2.17205510e-04   3.81609321e-01   2.46962905e-03
    5.39271295e-01   3.59068881e-03   4.27654721e-02   3.53055983e-03
    2.25398056e-02   2.68702768e-03]
 [  8.16562988e-07   8.04895308e-07   1.88357924e-04   9.99760687e-01
    1.43173218e-09   4.58271898e-05   5.99049921e-09   1.95843495e-06
    1.33890217e-06   2.19932403e-07]
 [  1.14167879e-05   4.43863291e-06   1.58385444e-03   1.07159554e-04
    1.23100808e-05   4.20602877e-03   1.48348016e-04   9.00800330e-07
    9.93880749e-01   4.48405808e-05]
 [  4.90880257e-06   8.28825819e-07   1.60988816e-03   9.98246789e-01
    6.14925921e-06   1.55192993e-05   7.25592918e-06   3.20419673e-07
    1.06950276e-04   1.25604527e-06]
 [  1.32843285e-04   9.83184516e-01   1.46737753e-03   1.62551727e-03
    8.55383754e-04   1.97493308e-03   1.23655121e-03   5.10206330e-04
    8.92517064e-03   8.76609847e-05]
 [  8.34898150e-04   4.50483785e-05   5.04119962e-04   1.62387423e-05
    8.98514032e-01   1.05204724e-03   1.33658445e-03   1.03984512e-02
    1.19254999e-02   7.53730908e-02]
 [  4.28300918e-05   1.82793130e-07   4.53805733e-05   1.91221316e-05
    9.58325922e-01   5.02715004e-04   7.43725177e-05   1.11473433e-03
    5.59402979e-05   3.98187675e-02]
 [  1.76777563e-03   2.25520489e-05   7.71595223e-04   8.58527437e-06
    1.05672572e-02   1.97998161e-04   9.86210883e-01   2.24098421e-05
    6.97378391e-06   4.23991674e-04]
 [  3.48436311e-06   1.13186613e-03   9.77880061e-01   1.86764225e-02
    1.56643225e-07   6.84457382e-06   1.22533777e-06   1.21362542e-03
    8.88167764e-04   1.98196314e-04]
 [  5.20899812e-05   1.19426161e-07   4.59962612e-05   9.98792887e-01
    2.56941912e-10   1.10137346e-03   8.87368623e-10   5.21377387e-07
    6.78767856e-06   2.11528800e-07]
 [  1.41819779e-04   9.89219964e-01   2.91275885e-03   1.67757377e-03
    1.02816743e-03   9.50898975e-05   5.65435970e-04   1.55769556e-03
    2.74684513e-03   5.47649070e-05]
 [  9.29616908e-06   3.33582852e-06   7.19968521e-05   1.16374345e-07
    9.98571277e-01   2.17449619e-04   6.82458747e-04   2.75177263e-05
    2.44599447e-04   1.71894295e-04]
 [  1.21665813e-04   1.33273113e-06   4.41577431e-04   1.46273035e-03
    3.70823800e-05   1.95573084e-04   4.33026871e-04   2.32423145e-06
    9.97268736e-01   3.58479228e-05]
 [  2.71394329e-05   9.96349096e-01   1.99074231e-04   3.86944041e-04
    8.10007798e-04   1.23321115e-05   2.98034371e-04   4.18515760e-04
    1.45983533e-03   3.89740744e-05]
 [  2.38115190e-05   1.11234694e-05   1.62886150e-04   2.21213963e-06
    8.39771237e-05   8.77464699e-05   9.99614596e-01   2.72210315e-07
    1.23767550e-05   9.39306972e-07]
 [  1.90680113e-03   3.41262894e-05   1.98698999e-05   4.27717663e-04
    6.57406360e-07   9.96651471e-01   2.64967002e-05   3.68666282e-04
    5.41284797e-04   2.29247962e-05]
 [  5.64447982e-05   9.94665265e-01   5.87870833e-04   6.80989004e-04
    2.01512012e-04   3.88314002e-05   2.23876614e-05   2.25429051e-03
    1.34616625e-03   1.46283855e-04]
 [  1.33828362e-04   7.67282290e-06   9.57671832e-03   2.74193683e-03
    2.57583179e-05   1.25839360e-04   5.26562289e-05   6.00827263e-07
    9.87229109e-01   1.05911473e-04]
 [  4.76436719e-04   4.53878799e-03   4.57635382e-04   7.05144892e-04
    4.18471027e-04   5.16510941e-03   9.82090235e-01   1.71359102e-06
    6.11791620e-03   2.84783691e-05]
 [  9.99888539e-01   2.04109019e-09   3.31433148e-05   5.15838246e-06
    7.59381336e-10   3.91182693e-05   2.91114560e-07   1.85374222e-06
    2.91037668e-05   2.90750427e-06]
 [  1.68786319e-05   3.85876512e-03   9.72717524e-01   1.35331694e-02
    1.30790422e-05   3.42003768e-04   7.61363131e-04   8.32612161e-03
    4.00053657e-04   3.09537972e-05]
 [  3.25309811e-05   9.23953176e-01   6.44496903e-02   1.13529013e-03
    3.83009203e-03   6.96628005e-04   8.40795226e-04   9.45532956e-05
    4.95273387e-03   1.45418053e-05]
 [  3.69476969e-04   9.71816719e-01   1.87716763e-02   1.00783317e-03
    1.68528655e-04   1.07462729e-04   7.54310400e-04   8.28898745e-04
    6.08193409e-03   9.31994146e-05]
 [  9.17982519e-01   4.96414884e-07   1.68110382e-05   1.82294585e-02
    1.79948584e-05   3.29449885e-02   4.35614083e-07   2.66227443e-02
    9.67231317e-05   4.08785557e-03]
 [  1.81520973e-05   2.32894788e-04   1.67754304e-03   1.37214389e-04
    9.83623181e-07   2.96359722e-05   4.02947007e-05   3.80077722e-06
    9.97836292e-01   2.32543789e-05]
 [  6.95411800e-05   3.38430709e-06   9.99641299e-01   2.77478772e-04
    3.00625265e-06   1.66423977e-08   5.11696362e-06   1.92374827e-08
    1.32146610e-07   6.47394742e-08]
 [  1.96673318e-06   8.85680493e-06   1.25629405e-04   6.73704490e-05
    3.86826855e-07   1.88778395e-05   2.00314366e-06   6.32542515e-06
    9.99642134e-01   1.26451807e-04]
 [  9.52389440e-04   1.08712792e-01   6.76588202e-03   8.86082500e-02
    4.19278222e-04   6.24750392e-04   5.57229941e-06   7.27796018e-01
    4.85144742e-03   6.12635724e-02]
 [  1.17577047e-05   2.36423130e-05   4.42452474e-05   1.38004168e-06
    9.97439742e-01   1.71042193e-04   1.94406824e-03   1.05107811e-05
    1.36944465e-04   2.16818691e-04]
 [  2.63459951e-05   1.17349408e-07   7.90520789e-06   1.95332123e-05
    1.21651283e-06   2.81739771e-01   3.79116500e-05   7.76852630e-07
    7.18159676e-01   6.67940230e-06]
 [  2.30072692e-05   7.16931936e-08   1.82289969e-05   1.95389603e-07
    9.86877084e-01   2.02116347e-03   7.10649707e-04   6.27245405e-04
    5.26390597e-03   4.45837295e-03]
 [  1.68105427e-04   9.61268544e-01   8.67151748e-03   4.66830004e-03
    1.56085659e-03   1.78595830e-03   9.07725748e-03   1.35859475e-03
    1.13247931e-02   1.16117750e-04]
 [  2.77958625e-05   4.88531834e-04   6.82058744e-04   9.97255385e-01
    1.19521326e-04   7.20379117e-04   1.33520371e-05   4.31270291e-06
    5.51239995e-04   1.37567942e-04]
 [  6.44129468e-05   9.94034708e-01   1.79772975e-03   4.83261596e-04
    4.29251340e-05   2.09076054e-04   5.73763682e-04   4.98631234e-05
    2.73225037e-03   1.20853492e-05]
 [  2.82658031e-04   2.38626144e-05   3.14444187e-03   3.96522228e-03
    1.58333161e-04   1.25570936e-04   8.59893078e-07   9.70090032e-01
    6.16188103e-04   2.15928517e-02]
 [  9.99898314e-01   4.92202223e-10   3.36116000e-06   1.42337171e-06
    2.48862140e-08   5.48448988e-05   9.13949862e-06   2.70796363e-06
    4.02348360e-06   2.61495807e-05]
 [  4.84545808e-06   4.55177798e-08   2.20011611e-06   9.28106783e-06
    1.01810764e-03   6.22749430e-05   1.23111450e-08   6.53331727e-02
    5.84232257e-05   9.33511615e-01]
 [  4.29422762e-05   9.93319869e-01   1.03347294e-03   2.35446612e-03
    1.79214097e-04   4.15950126e-05   1.90083752e-04   1.40885857e-03
    1.22338347e-03   2.06073018e-04]
 [  6.65201924e-07   1.25512073e-03   9.93437350e-01   5.27508417e-03
    7.80429232e-08   2.96992835e-06   3.70042108e-06   1.67250982e-05
    8.26172072e-06   3.81548748e-09]
 [  9.91682887e-01   4.05503044e-07   5.59752261e-05   1.68349325e-05
    9.75448188e-07   5.21478383e-03   4.91140054e-05   2.47379858e-03
    2.95811278e-05   4.75829554e-04]
 [  2.48570996e-05   1.32316176e-03   5.90059753e-05   1.91379469e-04
    9.75447297e-01   1.12533395e-03   2.75024853e-04   4.75854008e-03
    3.60365375e-03   1.31916590e-02]
 [  2.50217635e-02   1.74738222e-03   5.29155321e-03   6.10494852e-01
    6.18130343e-06   3.51279497e-01   2.97709368e-04   1.82727899e-03
    1.97566347e-03   2.05811346e-03]
 [  8.90133322e-07   2.09634006e-03   8.59621970e-04   9.87475097e-01
    1.36953706e-04   2.62494985e-04   3.55536577e-06   1.16422809e-04
    9.03832819e-03   1.03521470e-05]
 [  7.68355152e-04   5.96771042e-06   2.62108406e-05   1.41688724e-05
    4.20095745e-07   3.89594788e-05   1.27583044e-05   8.93112610e-06
    9.99100089e-01   2.42219085e-05]
 [  8.15515465e-04   1.67365524e-03   3.51522351e-03   6.63535297e-03
    5.88791072e-03   2.78060767e-03   5.79599109e-05   1.06969438e-01
    5.52847795e-02   8.16379607e-01]
 [  2.27867531e-06   1.17437679e-07   7.45924353e-06   8.13826773e-07
    1.25899769e-05   1.72488205e-03   9.98230040e-01   1.63252067e-09
    2.17320267e-05   1.69854417e-07]
 [  4.97730525e-07   5.82016604e-08   1.32270270e-05   1.97535860e-06
    9.99515057e-01   5.86555188e-06   4.45066726e-05   2.44839612e-05
    1.84332312e-05   3.75903299e-04]
 [  1.06967788e-03   9.56250072e-01   5.51669765e-03   1.18016107e-02
    1.61213148e-03   3.59997759e-03   5.65098878e-03   4.38054977e-03
    7.37728318e-03   2.74112239e-03]
 [  4.98102127e-05   5.09474103e-06   4.36208793e-04   5.11708931e-05
    8.72670591e-01   1.03964396e-02   1.54459078e-04   3.89065506e-04
    3.23303929e-03   1.12613991e-01]
 [  6.71175712e-06   2.18228932e-04   2.61584264e-05   6.00908417e-04
    5.06496057e-02   4.31613065e-04   1.46439525e-05   6.09057769e-02
    2.01301975e-03   8.85133386e-01]
 [  2.25333939e-03   1.71770953e-05   9.94693220e-01   3.99201788e-04
    4.75305569e-06   1.58491952e-04   2.63578731e-05   2.59983179e-04
    2.08098115e-03   1.06360807e-04]
 [  2.66703806e-04   1.30261324e-05   3.25704855e-06   1.50786359e-02
    6.53714815e-05   2.14571948e-03   4.11001331e-08   1.01399124e-01
    7.40191026e-05   8.80954087e-01]
 [  3.12961856e-05   2.59595545e-05   1.03376899e-03   2.26471107e-04
    1.22404611e-02   5.08084632e-02   5.61931491e-01   6.84059955e-07
    3.73126119e-01   5.75295999e-04]
 [  1.80898519e-06   2.10110284e-06   9.98229880e-05   2.16915146e-06
    2.29340140e-03   2.32492737e-03   9.95162725e-01   6.67687630e-08
    1.07078304e-04   5.76444154e-06]
 [  1.86932780e-09   3.45908480e-09   2.64534332e-08   2.03201473e-08
    9.99975085e-01   1.36613653e-06   2.10563303e-06   3.46439197e-06
    3.62121818e-06   1.44160376e-05]
 [  2.61326146e-04   1.86471618e-06   5.95902748e-06   1.36499759e-04
    1.97436049e-04   2.43191200e-04   1.31682887e-08   9.45687473e-01
    5.22360751e-05   5.34140952e-02]
 [  7.43559469e-03   9.19325885e-06   9.10303831e-01   8.00621361e-02
    4.90261045e-05   7.53609289e-04   1.52192835e-04   2.27971505e-05
    7.99211906e-04   4.12345224e-04]
 [  8.11168109e-04   1.72466272e-07   7.37381561e-05   3.27301251e-07
    2.28119716e-05   2.57891865e-04   9.97302532e-01   2.60535913e-08
    1.53109548e-03   3.91368701e-07]
 [  4.02380107e-03   1.34639128e-03   6.86429325e-04   2.53133886e-02
    1.83829898e-03   4.04756702e-02   2.21066675e-05   1.90412581e-01
    6.53181523e-02   6.70563161e-01]
 [  7.90265331e-05   4.96481789e-07   1.62598590e-05   1.54231879e-04
    6.06677204e-05   5.92193042e-04   2.09485425e-08   9.82627451e-01
    2.14531383e-06   1.64675694e-02]
 [  9.89598751e-01   2.13200941e-08   2.75753555e-03   1.72590706e-04
    2.00177396e-06   9.82114216e-06   1.84179351e-06   2.57906999e-04
    2.10491235e-05   7.17859995e-03]]
INFO:tensorflow:probabilities = [[  1.00640782e-05   5.03943511e-07   2.47926582e-05   1.55959224e-05
    1.64806697e-05   1.10315726e-04   8.27676786e-07   4.81447678e-05
    9.99478877e-01   2.94364960e-04]
 [  3.17476843e-05   9.96418595e-01   2.29028214e-04   1.00418320e-03
    4.21328295e-05   1.36931383e-04   2.04001291e-04   1.04915976e-04
    1.68689236e-03   1.41610173e-04]
 [  9.99852657e-01   7.03962832e-10   6.25526127e-06   8.00829554e-08
    1.78916348e-08   1.34346134e-04   5.36194239e-06   1.08298354e-06
    2.96052036e-07   1.61527733e-08]
 [  7.00583259e-05   9.81521264e-09   9.99746978e-01   1.80000599e-04
    8.39661318e-09   3.11350234e-08   1.34941558e-06   9.96050517e-07
    4.49240815e-07   2.44093798e-07]
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    2.13685306e-03   5.58508502e-04]
 [  6.47709332e-03   5.47307404e-03   1.35452691e-02   2.96977777e-02
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    5.42668775e-02   1.82151362e-01]
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    3.80732934e-03   1.20465182e-01   1.00309648e-01   7.14230328e-06
    7.53561258e-01   1.08640629e-03]
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    2.45719112e-09   3.53682735e-05   1.60254622e-05   2.39515543e-07
    7.55629856e-07   1.12368934e-06]
 [  3.07973933e-05   1.53145374e-05   1.63133387e-04   5.30616262e-06
    9.84937884e-04   4.78427573e-05   9.98470604e-01   1.82737551e-07
    2.41329224e-04   4.04964230e-05]
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    2.47944379e-03   5.01432195e-02   9.78963071e-05   1.32465188e-03
    2.05480889e-03   7.68968239e-02]
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    9.92007479e-02   5.31179307e-04   1.30194239e-04   1.70670077e-02
    1.17877750e-02   8.70255172e-01]
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    5.42911657e-05   1.53937237e-02   1.35653000e-03   2.51677935e-04
    1.32498913e-03   6.58932840e-05]
 [  6.26481604e-04   4.06580744e-04   4.05055517e-03   3.15511435e-01
    1.75784544e-06   6.61585450e-01   5.81723943e-05   3.42954081e-05
    1.76726468e-02   5.25767355e-05]
 [  2.88713753e-04   9.93626118e-01   1.72972877e-03   3.06035596e-04
    2.19508947e-05   3.03993456e-05   1.09781954e-03   2.47883407e-04
    2.61859992e-03   3.27797134e-05]
 [  8.55595456e-04   5.38666498e-08   3.33995513e-06   7.41589000e-04
    5.07759985e-08   9.98343110e-01   3.06608054e-05   2.86153096e-07
    1.97243226e-05   5.57413296e-06]
 [  4.53496003e-04   9.31952556e-04   6.63520843e-02   5.13735600e-02
    9.39158417e-05   6.10813266e-04   3.71602946e-03   7.43308919e-04
    8.66166770e-01   9.55802575e-03]
 [  5.99945088e-05   9.89911497e-01   4.96521068e-04   5.00998832e-03
    2.55522289e-04   3.61537786e-05   1.31881417e-04   7.75653636e-04
    2.86946842e-03   4.53327084e-04]
 [  9.95473087e-01   3.60352317e-08   2.23091600e-04   4.65776575e-05
    8.62282286e-06   1.48187464e-04   4.07309039e-03   1.86090062e-06
    1.35407745e-05   1.18444250e-05]
 [  1.03308525e-06   4.11863912e-05   9.93845880e-01   3.80742666e-03
    3.46703608e-08   8.18014632e-06   1.45760410e-07   2.15999456e-03
    1.35798706e-04   3.39274351e-07]
 [  6.67355001e-01   8.38844971e-06   2.15932447e-03   5.20706102e-02
    8.26050295e-04   2.71801241e-02   8.57636100e-04   9.07633454e-03
    9.07258242e-02   1.49740785e-01]
 [  5.56699379e-05   2.27336932e-04   4.34091873e-03   9.92618144e-01
    1.89000893e-05   9.17522237e-04   3.71485621e-05   4.61091668e-06
    1.76364568e-03   1.59157444e-05]]
INFO:tensorflow:global_step/sec: 150.095
INFO:tensorflow:loss = 0.25866, step = 12201
INFO:tensorflow:probabilities = [[  9.17347861e-05   7.72857992e-03   4.68348677e-04   1.51751079e-02
    7.76681900e-02   4.75835577e-02   5.74377082e-05   1.11012235e-02
    1.50317270e-02   8.25094104e-01]
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    2.95191584e-03   1.38177420e-04   4.10179375e-04   6.09947369e-03
    9.02948203e-04   4.58691822e-04]
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    1.02981497e-02   1.73737630e-04   9.88827109e-01   1.43472353e-05
    1.20546410e-05   3.66277927e-05]
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    1.95101779e-06   1.38615447e-04   7.14139824e-05   4.30277822e-08
    9.99330997e-01   3.17126178e-05]
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    2.52149148e-05   3.86719585e-05   1.33315595e-07   9.89119887e-01
    5.33119892e-04   9.56893899e-03]
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    3.67234950e-03   8.80632797e-06]
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    8.03852603e-02   4.60475832e-01]
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    2.36994983e-03   9.65004563e-01]
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    1.88339487e-04   1.86485902e-03]
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    2.10978746e-04   5.64324437e-03]
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    1.90876704e-03   9.20421481e-01]
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    5.05352812e-03   1.10556549e-07]
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    9.92658913e-01   8.70607255e-05]
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    7.57538010e-06   2.42546037e-07   7.91963157e-06   3.16583510e-07
    3.84841087e-06   7.97703933e-07]
 [  1.14028780e-02   1.64537225e-02   2.62147430e-02   1.41977780e-02
    5.21282163e-05   9.13975418e-01   1.44168446e-02   2.00558905e-04
    2.97602732e-03   1.09975757e-04]
 [  1.53759588e-03   3.46307177e-04   1.90263633e-02   1.85757480e-03
    1.69635281e-01   1.51617434e-02   7.37314112e-04   8.48585814e-02
    1.04090115e-02   6.96430206e-01]
 [  9.20283201e-05   1.20879731e-05   1.76306894e-05   1.75181199e-02
    1.16794190e-07   9.81992722e-01   1.81723481e-05   9.27560677e-08
    3.47296358e-04   1.74568117e-06]
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    3.25057481e-04   4.27765161e-04]
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    2.72197486e-03   6.85636653e-04]
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    5.84062691e-05   4.19438857e-06]
 [  2.22367106e-07   3.00986507e-08   2.56609110e-06   3.59482510e-04
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    7.40903897e-06   2.42710608e-04]
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    8.13375209e-06   8.70432871e-07]
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    9.68192981e-05   5.99606101e-05]
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    9.83852625e-01   5.16140426e-04]
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    1.54029229e-03   7.82068219e-06]
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    2.26138691e-05   5.84003574e-04]
 [  9.23273787e-02   1.57006667e-04   8.33997410e-03   8.78322959e-01
    8.83971495e-07   9.02644638e-03   8.93082688e-06   1.05893938e-02
    1.14259325e-04   1.11287215e-03]
 [  1.29003074e-05   8.45395732e-07   3.66572551e-02   2.79629510e-03
    2.86008017e-05   8.10359870e-06   2.43702999e-07   9.45703864e-01
    5.26692078e-04   1.42651917e-02]
 [  1.61911669e-06   5.73397685e-09   5.43145143e-05   3.61148559e-04
    5.85977489e-07   3.08915696e-05   1.02342533e-07   8.42371595e-09
    9.99528766e-01   2.24608757e-05]
 [  3.28358074e-05   9.90449846e-01   7.39532814e-04   2.00290536e-03
    1.95819375e-04   6.49164431e-05   8.07883625e-05   3.09415790e-03
    3.01670376e-03   3.22591513e-04]
 [  2.17691925e-03   6.34276867e-03   8.83251905e-01   7.96221476e-03
    4.81290597e-04   9.48976784e-04   6.57260884e-04   6.37424935e-04
    9.53089073e-02   2.23236298e-03]
 [  1.61599615e-04   2.32541165e-03   9.56166804e-01   2.67030508e-03
    2.10202734e-06   7.88752572e-04   1.22389438e-05   9.48931120e-05
    3.77516523e-02   2.63811908e-05]
 [  7.58507440e-07   1.11356975e-07   1.95873654e-05   1.37515897e-07
    3.51261901e-04   5.40552492e-06   9.99599516e-01   6.56749961e-08
    2.28140889e-05   3.54230764e-07]
 [  3.47720296e-03   2.45414162e-03   6.21122017e-04   2.50240671e-03
    7.30526680e-03   9.66327488e-01   1.65905000e-03   1.04171038e-03
    1.32549824e-02   1.35659904e-03]
 [  4.81282150e-05   1.22489349e-04   6.49629021e-03   9.86384332e-01
    5.72733225e-05   3.92180728e-03   6.52716029e-04   5.78217041e-05
    2.22317246e-03   3.59048099e-05]
 [  1.15487283e-05   5.26340159e-07   5.84422105e-06   1.15097491e-05
    7.15096772e-01   2.93113426e-05   6.59710277e-05   3.08525772e-03
    1.60473790e-02   2.65645951e-01]
 [  1.49205935e-05   5.47760392e-05   4.36416245e-04   1.05178615e-05
    1.63444597e-03   3.01146996e-04   9.97525513e-01   1.38706412e-06
    1.68971601e-05   3.91908816e-06]
 [  9.90698636e-01   3.25963327e-08   1.21129490e-03   4.50281823e-06
    2.81500490e-07   7.12227216e-03   9.23620188e-04   3.03666866e-07
    3.70255621e-05   1.97391205e-06]
 [  2.57366890e-04   4.10857720e-05   2.43651040e-04   2.07623504e-02
    1.46152277e-03   9.48998511e-01   6.04909146e-04   1.57847844e-05
    1.50957042e-02   1.25191836e-02]
 [  9.94154274e-01   5.67848474e-07   2.69264262e-03   2.21576728e-03
    2.35121185e-08   6.79030956e-04   4.16828061e-06   1.40765787e-05
    2.70468972e-05   2.12441068e-04]
 [  4.85914134e-05   2.09293412e-05   1.03949215e-02   9.88462090e-01
    1.03213119e-06   3.30832088e-04   4.37655581e-06   2.32768889e-05
    6.60348276e-04   5.34559586e-05]
 [  3.90394962e-05   9.95945990e-01   8.47227129e-05   1.89050403e-03
    1.00184538e-04   4.65898738e-05   7.22191817e-06   8.47277232e-04
    8.18687782e-04   2.19814159e-04]
 [  1.99304923e-04   1.75735250e-03   9.93158966e-02   8.59287858e-01
    1.78059004e-03   8.35767575e-03   4.87279054e-03   3.70674441e-03
    1.73686482e-02   3.35297128e-03]
 [  7.00633464e-05   9.71491992e-01   1.46093010e-03   5.94506506e-03
    2.30522652e-04   1.97549467e-03   4.52902343e-04   2.12712516e-03
    1.56469624e-02   5.98835642e-04]
 [  9.99585092e-01   6.03328887e-10   1.53773566e-04   1.40834609e-05
    4.34877222e-07   3.03567026e-06   1.86025558e-04   3.16064160e-07
    5.32957420e-05   4.02646037e-06]
 [  9.95107839e-05   1.98501334e-06   3.69732188e-05   1.22772485e-06
    1.99121563e-03   2.24734540e-05   9.97669876e-01   1.12654084e-06
    1.53993096e-04   2.15966047e-05]
 [  9.80282426e-01   1.52867915e-06   1.27873030e-02   1.42124372e-05
    6.74641487e-05   2.00446029e-05   2.68292171e-03   4.78466391e-05
    3.88253084e-03   2.13787484e-04]
 [  7.95276719e-06   4.08562773e-05   7.01013627e-03   1.40709663e-02
    2.37658105e-06   1.31414163e-05   4.29365485e-08   9.70963836e-01
    1.83935068e-03   6.05135644e-03]
 [  4.34311660e-04   1.94944150e-04   5.72693627e-03   2.49625817e-02
    4.49586980e-04   2.06374261e-03   2.85379556e-05   2.15411675e-03
    8.21480572e-01   1.42504722e-01]
 [  9.95295107e-01   2.27014105e-08   4.07526795e-06   5.08811609e-05
    5.13233203e-07   4.53752326e-03   5.71344353e-05   5.33138445e-05
    1.16046147e-06   3.27230509e-07]
 [  4.82645646e-07   1.44721298e-06   2.97034683e-04   1.36783069e-06
    9.98831928e-01   2.56245894e-05   4.29519481e-04   1.71935404e-04
    1.72726468e-05   2.23484283e-04]
 [  9.87999811e-05   2.55066348e-04   9.17977013e-05   4.66588855e-04
    8.07651162e-01   1.74817193e-04   1.15689894e-04   1.88552099e-03
    2.45110877e-03   1.86809421e-01]
 [  9.99879599e-01   4.52451306e-11   4.48145438e-05   4.68294729e-06
    2.45848081e-11   6.69734145e-05   3.27018313e-07   1.71005297e-06
    1.06750610e-06   8.57272255e-07]
 [  4.71293461e-03   3.98760822e-05   2.11905181e-01   2.94977828e-04
    7.52226114e-01   2.06714554e-04   2.73432154e-02   3.18266742e-04
    1.46945342e-04   2.80574663e-03]
 [  8.05949639e-07   4.49051100e-07   4.57598981e-06   1.16225558e-04
    9.72516239e-01   6.10407878e-05   2.76147039e-05   2.05770079e-02
    2.00417213e-04   6.49550930e-03]
 [  1.05203467e-03   2.11155115e-04   2.65302107e-04   1.09324642e-01
    1.52777371e-04   8.85276735e-01   1.57353978e-04   7.81545968e-05
    2.66149943e-03   8.20232730e-04]
 [  1.03956685e-04   9.51059628e-05   1.43644618e-04   9.90247130e-01
    7.98835172e-05   7.57665094e-03   1.60103955e-05   1.92767820e-05
    1.05136319e-03   6.66919455e-04]
 [  3.05211927e-07   9.72162638e-07   3.13327531e-04   2.16091985e-06
    3.00920394e-04   5.38788072e-06   9.99373376e-01   1.40509044e-08
    3.40381848e-06   7.01504845e-08]
 [  1.01752492e-04   9.41066742e-01   1.86372595e-03   2.65465099e-02
    2.53150531e-04   1.50220189e-03   1.05386418e-04   2.49231495e-02
    7.20008626e-04   2.91733560e-03]
 [  9.96263206e-01   9.03569575e-09   1.96342613e-03   3.48590438e-05
    3.87463660e-05   1.46712719e-05   1.03247890e-04   2.51824131e-05
    9.82245838e-05   1.45836885e-03]
 [  8.49571879e-05   1.26126615e-04   6.39575519e-05   7.20326148e-04
    2.27895174e-02   5.03401752e-05   5.22178598e-05   1.87953152e-02
    5.16807474e-03   9.52149093e-01]
 [  7.26558443e-04   8.49343419e-01   3.37059237e-02   2.34175269e-02
    5.63798193e-03   1.31358567e-04   3.24688898e-03   1.83119683e-03
    8.05630833e-02   1.39610737e-03]
 [  4.48849285e-03   2.03181844e-04   9.23568290e-03   3.80257256e-02
    1.95884937e-03   7.80147970e-01   2.02386611e-04   1.40060028e-02
    5.30444458e-02   9.86872166e-02]
 [  1.08315824e-02   1.90502238e-02   6.87861517e-02   8.84371042e-01
    1.04528931e-06   1.26958219e-02   3.00476700e-03   8.33091981e-05
    1.17175700e-03   4.27059376e-06]]
INFO:tensorflow:probabilities = [[  1.26668319e-05   7.39985080e-06   1.94447352e-06   9.13164258e-05
    1.78827178e-02   1.40930759e-04   8.29790315e-06   1.56650448e-03
    4.96519322e-04   9.79791701e-01]
 [  5.62487752e-04   5.67761276e-07   3.95563529e-06   1.11417901e-02
    3.22627784e-05   9.81558621e-01   2.06501545e-06   1.66066864e-04
    2.12781903e-04   6.31937012e-03]
 [  2.02847602e-07   1.95963639e-05   9.99759376e-01   2.16329936e-04
    6.41359355e-10   3.57609800e-08   2.36531292e-07   9.41801375e-07
    3.34927086e-06   2.12063381e-10]
 [  1.43562065e-05   1.54793146e-03   2.56481208e-03   9.93896067e-01
    3.41485284e-05   4.92534076e-04   8.39903896e-06   8.18427870e-05
    1.28069939e-03   7.93167274e-05]
 [  3.79108815e-06   2.22211224e-06   5.35823233e-07   2.02899508e-04
    6.15225919e-02   1.97967747e-04   9.28172454e-08   7.56360963e-03
    1.37025572e-05   9.30492520e-01]
 [  5.75647224e-04   1.60261916e-04   1.66734885e-02   1.97520509e-04
    1.57245388e-03   1.57855777e-03   4.74576429e-02   6.16228790e-05
    9.30831075e-01   8.91669479e-04]
 [  5.82447322e-03   5.96395039e-05   9.69654262e-01   6.24223147e-03
    7.68347672e-06   5.77408879e-04   6.41455626e-05   1.18133184e-02
    5.06369956e-03   6.93207956e-04]
 [  2.94583006e-04   9.96133447e-01   3.72404669e-04   1.57474235e-04
    3.78322547e-05   1.02258020e-03   1.79344876e-04   2.77808169e-04
    1.46674237e-03   5.78094514e-05]
 [  7.09122787e-06   1.03394143e-07   6.17507396e-07   5.42151320e-05
    1.31429226e-06   2.96455164e-05   1.79938120e-09   9.99432981e-01
    3.79094530e-07   4.73662862e-04]
 [  6.86090004e-07   6.46791668e-05   9.32082891e-01   8.14802293e-03
    2.53088051e-03   2.12254672e-04   3.25852633e-02   1.78137384e-02
    6.51305541e-03   4.84349221e-05]
 [  1.78593677e-04   3.88277113e-05   8.72857403e-03   3.44853759e-01
    7.23449239e-06   2.92467792e-03   1.93295568e-06   2.56222702e-04
    6.41403794e-01   1.60639524e-03]
 [  9.06826790e-06   2.13055415e-07   2.22633153e-05   3.42749058e-06
    4.69299441e-04   9.15319484e-04   9.98520911e-01   3.94402760e-10
    5.24658681e-05   6.98206532e-06]
 [  6.94621867e-03   8.22005677e-05   3.22441425e-04   3.57114244e-04
    5.51253383e-04   9.84064519e-01   1.09664968e-03   9.26538720e-04
    5.47339441e-03   1.79755487e-04]
 [  1.93849299e-03   1.31756254e-02   1.11810956e-02   1.29852369e-02
    1.08996977e-03   2.03385781e-02   3.42419818e-02   1.42217451e-03
    9.02258456e-01   1.36843289e-03]
 [  1.38263957e-07   2.52571164e-09   7.96410234e-07   9.99964237e-01
    5.59802149e-10   8.16687589e-06   5.30835011e-12   2.36654364e-06
    1.59266128e-05   8.27449276e-06]
 [  3.51939852e-05   7.97719963e-07   5.87082701e-04   9.81292571e-04
    4.03157543e-07   2.38263892e-05   7.17571158e-09   9.96697664e-01
    3.47188761e-05   1.63903972e-03]
 [  7.85865879e-04   2.95370482e-05   4.30480977e-05   1.58231880e-04
    2.12828163e-03   9.96006072e-01   1.82268181e-04   9.57982847e-05
    4.11141955e-04   1.59723131e-04]
 [  5.60549324e-06   2.41918970e-05   9.98835266e-01   1.05919456e-03
    1.28017291e-05   3.55850079e-06   1.28831762e-05   2.24155042e-06
    4.19556454e-05   2.20563265e-06]
 [  3.42076964e-06   8.55615417e-06   1.75676287e-05   6.35930384e-03
    1.38559751e-02   2.24595913e-03   8.33764545e-07   1.71437534e-03
    1.38120877e-03   9.74412858e-01]
 [  5.28029523e-06   9.99238133e-01   3.08442686e-05   7.72295607e-05
    2.14289266e-05   4.80003473e-06   6.19054408e-05   2.21481852e-04
    3.32187628e-04   6.82143173e-06]
 [  4.94157604e-04   5.94562664e-07   7.36715447e-05   2.99578678e-04
    4.58219375e-07   9.13706433e-04   3.85646581e-06   1.53502651e-06
    9.98145819e-01   6.66540654e-05]
 [  4.81600786e-04   1.93202459e-06   1.34481664e-03   9.94338214e-01
    7.04682090e-10   2.03985535e-03   1.44648205e-09   1.71012175e-03
    4.66262718e-05   3.68903602e-05]
 [  9.92285848e-01   1.07604805e-08   9.97465577e-06   3.35358258e-04
    1.93742494e-07   6.51831413e-03   2.23947086e-06   8.57454652e-05
    5.28808858e-04   2.33558967e-04]
 [  3.29684127e-07   1.18591754e-06   1.25596562e-05   9.96354103e-01
    1.77479848e-07   3.26499855e-03   7.16418658e-09   3.19874403e-07
    3.55850440e-04   1.04361488e-05]
 [  2.69748252e-02   2.79687869e-04   1.30678928e-02   2.41876172e-04
    1.07010512e-03   6.44851523e-03   9.51447785e-01   1.84590826e-05
    2.53231061e-04   1.97608329e-04]
 [  1.55018752e-05   3.69262928e-03   2.05027545e-03   9.90126133e-01
    3.23839299e-06   1.41407084e-03   1.78106609e-06   2.16019130e-03
    3.95520648e-04   1.40687713e-04]
 [  3.63518557e-05   1.26443219e-05   1.44776115e-02   8.83631947e-05
    9.14162874e-01   4.22429144e-02   7.68807018e-03   3.50999157e-03
    2.04034219e-03   1.57406852e-02]
 [  1.61866155e-05   9.98100579e-01   3.93042108e-04   3.63307830e-04
    1.96342608e-05   1.19759652e-05   6.54466639e-05   2.18358284e-04
    7.05508690e-04   1.06124709e-04]
 [  9.89136338e-01   1.37125028e-07   2.26731223e-04   7.42547563e-05
    1.71730825e-08   1.05244722e-02   6.10929362e-07   9.80985260e-06
    2.18362729e-05   5.84349164e-06]
 [  3.59574053e-03   2.71828985e-03   1.72174268e-03   5.78098714e-01
    5.50044118e-04   3.83570492e-01   9.32542258e-04   2.35939049e-03
    2.04033386e-02   6.04970660e-03]
 [  4.18024547e-06   3.37545600e-08   1.76775600e-07   1.26409950e-05
    9.83003736e-01   7.71798004e-05   8.97640405e-07   8.08014348e-03
    2.24589930e-05   8.79840832e-03]
 [  9.99942899e-01   9.30000590e-11   5.05325261e-06   2.30684236e-07
    8.23586421e-10   5.04444433e-05   1.20841435e-06   1.65177497e-07
    1.09554477e-07   3.44288864e-08]
 [  1.04691480e-05   4.16675648e-05   9.80824113e-01   2.26828572e-03
    2.23345946e-08   1.85822537e-05   2.57528136e-05   7.60137709e-07
    1.68100093e-02   4.03452049e-07]
 [  8.46751789e-07   2.28004296e-07   2.10348699e-05   9.98189747e-01
    7.26377714e-09   1.76683196e-03   6.90669033e-09   1.83829556e-08
    2.10337876e-05   2.11514816e-07]
 [  2.80876016e-08   7.72212559e-07   1.59069066e-06   1.54305744e-05
    3.39997200e-06   8.14392115e-06   1.63421721e-10   9.99088764e-01
    3.02969579e-06   8.78823746e-04]
 [  5.83911387e-05   2.36696898e-04   3.33634292e-04   2.58420740e-04
    7.84799282e-04   5.10865648e-04   9.89470005e-01   3.64044990e-06
    8.32984410e-03   1.36504841e-05]
 [  1.65740275e-04   6.73150498e-05   1.29458052e-03   3.14797217e-05
    2.95484293e-04   1.51328917e-04   9.96893048e-01   1.26909669e-07
    1.08565891e-03   1.52394059e-05]
 [  5.88373860e-06   2.94700353e-08   1.63846475e-04   9.98513043e-01
    9.76714709e-10   5.77241124e-04   1.51951252e-08   4.82435735e-06
    7.34515896e-04   5.87669263e-07]
 [  2.66789630e-05   3.75163276e-04   4.39312498e-05   1.18335814e-03
    1.30640879e-01   4.05257521e-03   1.03893821e-04   5.64492401e-03
    7.76980596e-04   8.57151628e-01]
 [  7.66923127e-04   4.29635821e-03   1.90197199e-03   5.33687824e-04
    9.76335665e-04   5.26486151e-02   5.35821076e-04   9.75108647e-04
    9.35477495e-01   1.88767095e-03]
 [  9.66425887e-07   5.80551841e-07   3.66744587e-07   6.05934329e-05
    2.60319957e-03   2.51169084e-04   1.89293601e-07   1.13303289e-02
    1.20816258e-04   9.85631824e-01]
 [  1.13132782e-02   4.36863024e-03   1.39330002e-02   8.69155288e-01
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    2.41152611e-05   4.24690433e-02]
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    9.87567846e-03   2.54510262e-04]
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    4.38571561e-08   9.33308111e-05   8.75586193e-05   5.23826998e-07
    2.44746261e-05   4.00854930e-07]
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    3.53317859e-07   3.42122985e-05   4.57403712e-06   4.36762048e-06
    9.96883144e-04   8.73334159e-07]
 [  2.10815910e-04   2.65803465e-07   1.68992279e-04   1.48706386e-06
    3.18645252e-05   1.68306788e-03   9.97671902e-01   8.15869328e-09
    2.29760233e-04   1.79390565e-06]
 [  1.21134581e-05   2.83902045e-04   6.87755877e-04   9.97637987e-01
    7.65083200e-07   8.11227364e-04   3.31062188e-06   1.25899878e-05
    5.35788829e-04   1.45690292e-05]
 [  3.75660857e-05   4.20258175e-07   2.79795386e-05   9.14682090e-01
    8.71505927e-06   1.19249988e-03   5.44529666e-09   6.20865449e-02
    9.03546344e-04   2.10606903e-02]
 [  9.85108898e-04   2.91423044e-06   1.60726300e-03   7.95091037e-05
    2.61090609e-05   1.29672015e-04   9.93704855e-01   6.05142577e-06
    3.45153385e-03   6.94498431e-06]
 [  4.32144356e-04   4.24004218e-04   1.17428121e-04   2.24912749e-03
    4.88518253e-06   9.80637193e-01   2.24023196e-03   7.90514823e-05
    1.38085289e-02   7.45784246e-06]
 [  1.26837462e-03   5.25393896e-03   5.19869430e-03   1.22072350e-03
    4.30752843e-04   7.21619232e-03   9.73451436e-01   3.12475095e-07
    5.95397735e-03   5.44278282e-06]
 [  7.91770935e-01   9.47468664e-08   9.02841613e-03   1.47767860e-04
    1.15201867e-04   1.48735940e-03   1.96257874e-01   3.50371120e-05
    1.14990841e-03   7.35783487e-06]
 [  1.99636721e-04   6.58709678e-06   9.59809780e-01   2.78796405e-02
    1.69637542e-06   3.11498035e-04   3.43825604e-06   1.02007836e-02
    1.42133143e-03   1.65765436e-04]]
INFO:tensorflow:global_step/sec: 157.76
INFO:tensorflow:loss = 0.110687, step = 12301
INFO:tensorflow:probabilities = [[  5.87715022e-07   4.43811259e-05   9.95935440e-01   3.28787533e-03
    9.08385381e-11   1.10723170e-06   2.87428055e-08   1.16190597e-06
    7.29286287e-04   6.12081976e-08]
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    2.10082449e-04   1.33018137e-03]
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    2.55316932e-04   4.24257050e-05   9.99165535e-01   8.40395558e-08
    4.73881482e-05   4.31957096e-06]
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    3.52042821e-06   5.25069365e-04   1.20092400e-05   1.44897410e-06
    9.98988450e-01   1.74532397e-05]
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    1.24998833e-03   2.11669030e-05]
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    3.41117557e-05   9.82242288e-10]
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    3.13622877e-04   7.93675499e-05]
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    2.78731771e-02   1.11077985e-04]
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    1.79548189e-02   9.25066531e-01]
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    1.06487155e-03   1.98034060e-04]
 [  1.31404609e-04   5.89431205e-04   2.48500961e-03   3.89808253e-03
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    4.52078767e-02   4.51496691e-01]
 [  1.76971002e-06   3.39856092e-06   6.91529124e-07   5.58171996e-05
    4.18512997e-07   2.28397312e-05   8.92625363e-10   9.98363793e-01
    1.80597381e-05   1.53308222e-03]
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    1.47098803e-03   3.69353802e-04   9.94727910e-01   2.17345514e-05
    4.42125282e-04   6.36636687e-05]
 [  3.09398165e-04   3.16856342e-04   3.29691102e-04   8.77101541e-01
    1.40075344e-05   1.21511474e-01   5.16549590e-05   1.03637731e-05
    1.39852506e-04   2.15041684e-04]
 [  1.33798279e-08   1.38221434e-09   1.58070532e-06   2.10859434e-05
    1.61822222e-11   2.78730372e-08   2.44715028e-13   9.99972343e-01
    7.92722972e-08   4.70985287e-06]
 [  5.71573946e-05   1.37159775e-04   4.15879115e-03   4.22414334e-04
    3.99354380e-03   1.66493598e-02   9.74373341e-01   2.50887410e-06
    2.03110118e-04   2.53673943e-06]
 [  3.79999226e-04   9.85330582e-01   8.40069493e-04   3.31940828e-03
    4.91287734e-04   6.41564373e-04   1.32635026e-03   5.76141465e-04
    6.40259963e-03   6.91898400e-04]
 [  2.69789962e-06   1.20729943e-04   9.81768131e-01   1.60584860e-02
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    6.60461183e-06   5.22708567e-03   9.14133636e-07   9.72360722e-04
    5.00425771e-02   5.84696978e-03]]
INFO:tensorflow:probabilities = [[  1.45324657e-05   6.16864509e-06   8.55227609e-06   6.68679568e-05
    1.99864371e-06   3.91322392e-05   1.10011245e-08   9.95269001e-01
    8.20710829e-06   4.58547473e-03]
 [  3.17992060e-04   1.57929946e-06   7.78884161e-04   1.00888436e-04
    8.64128651e-07   9.99189888e-06   9.03871694e-07   2.90570861e-05
    9.97507274e-01   1.25263399e-03]
 [  9.45755482e-01   1.05657455e-06   9.56836084e-05   1.53362707e-04
    1.16561268e-05   5.18511012e-02   1.68072956e-03   3.22354492e-04
    1.13630878e-04   1.49628531e-05]
 [  3.58610646e-06   3.33457422e-07   7.05889717e-04   1.47197314e-03
    1.45571503e-05   2.11857521e-04   1.91735285e-06   8.25746497e-07
    9.97362792e-01   2.26284435e-04]
 [  2.99725143e-05   6.61727654e-07   2.00391914e-05   5.31645259e-03
    1.32883297e-05   9.87047851e-01   3.14365287e-04   3.49380088e-07
    7.17887096e-03   7.81223425e-05]
 [  9.65173149e-06   9.30343464e-04   4.10560425e-03   3.35337711e-04
    2.71906698e-04   6.06671732e-04   1.37552316e-03   4.43229692e-06
    9.92334306e-01   2.61334426e-05]
 [  2.82017913e-06   3.64892315e-07   9.99811351e-01   1.17339994e-04
    8.29539943e-07   3.40727382e-07   5.79902810e-08   4.16254625e-05
    1.83751854e-05   6.85701343e-06]
 [  3.47558534e-06   4.61459194e-06   2.56035783e-05   8.62621800e-06
    9.86413896e-01   1.13736016e-04   3.79497331e-04   3.01266002e-04
    1.76748284e-03   1.09818587e-02]
 [  9.76819865e-06   4.02551814e-06   2.40720852e-04   2.68888840e-07
    5.77615749e-04   5.93731711e-05   9.99099612e-01   1.79828191e-07
    7.56862801e-06   8.34902949e-07]
 [  1.59575200e-06   2.35723434e-07   9.42127826e-07   7.85142947e-06
    3.33865616e-03   6.74559924e-05   1.58534874e-07   9.60510515e-04
    1.49747153e-04   9.95472848e-01]
 [  2.85600606e-07   6.43750036e-06   3.59571684e-04   9.99414444e-01
    8.53431004e-07   2.49065870e-05   1.40067149e-08   4.78077595e-07
    1.91328480e-04   1.66843222e-06]
 [  1.07666398e-04   2.93102255e-03   1.45828584e-04   1.00076096e-02
    2.17512529e-03   2.89271586e-03   1.13704227e-05   7.27257058e-02
    1.01916771e-02   8.98811340e-01]
 [  3.77708639e-05   9.91250277e-01   6.88429864e-04   8.21580936e-04
    1.85799334e-04   5.56902778e-05   2.92816312e-05   5.29356208e-03
    9.61966522e-04   6.75613584e-04]
 [  3.01784021e-03   9.13230777e-01   5.21209603e-03   4.62277234e-03
    4.32097499e-04   1.22594927e-03   1.16223404e-02   1.60136039e-03
    5.84955849e-02   5.39212953e-04]
 [  9.96933460e-01   6.97462532e-09   2.29197263e-04   2.09177324e-05
    6.72531485e-07   5.94446246e-05   2.18989135e-06   7.70668248e-06
    3.07683309e-04   2.43868842e-03]
 [  3.25511683e-05   9.97542143e-01   9.62651757e-05   3.78107710e-04
    1.62213564e-05   6.31401854e-05   7.11880421e-05   1.45303551e-04
    1.63593143e-03   1.90479750e-05]
 [  1.70097730e-04   8.61126743e-03   9.69873786e-01   1.63704827e-02
    4.28646763e-06   2.32132006e-04   2.28461522e-05   4.25267033e-03
    4.29551961e-04   3.28830283e-05]
 [  2.97823874e-07   2.28378012e-05   5.34657564e-04   9.98388052e-01
    6.64912363e-07   1.77638922e-05   3.17485103e-07   6.57914086e-07
    1.03049923e-03   4.15797012e-06]
 [  1.77756846e-07   2.17943830e-06   7.55287192e-06   2.60160188e-04
    1.26602231e-06   8.85594091e-06   1.29900546e-09   9.98661280e-01
    6.62721050e-06   1.05178240e-03]
 [  8.59817987e-07   4.13412806e-07   1.11193361e-03   3.10572796e-04
    1.69618577e-08   5.00077158e-06   3.46071172e-09   9.98461008e-01
    3.14966064e-06   1.07134227e-04]
 [  7.83461758e-07   2.45609613e-07   2.15869819e-04   1.04957027e-02
    1.37280849e-05   4.51252636e-05   1.51249253e-08   9.30493176e-01
    1.82252072e-04   5.85531443e-02]
 [  1.13284004e-04   4.58013092e-04   4.53726901e-03   5.50973952e-01
    2.18592514e-03   4.86651661e-05   2.22610061e-06   3.36708874e-01
    5.16192848e-03   9.98098850e-02]
 [  3.63611779e-03   8.87962997e-01   3.52164760e-04   4.76801172e-02
    1.47064173e-04   2.90591698e-02   1.82337899e-04   1.04170956e-03
    2.93104537e-02   6.27803558e-04]
 [  9.96382356e-01   1.35683171e-08   1.57519593e-04   6.36079540e-06
    4.78735965e-05   4.10941837e-04   1.82995282e-03   1.21678822e-05
    2.49939476e-04   9.02902859e-04]
 [  1.14837929e-03   9.35401201e-01   8.64418875e-03   2.63481736e-02
    2.03395874e-04   8.88755487e-04   4.49865998e-04   1.78909469e-02
    5.51030505e-03   3.51485354e-03]
 [  4.11127476e-05   9.61796463e-01   2.03470490e-03   1.39788222e-02
    1.47652125e-03   1.19624007e-02   1.55163754e-03   1.08269963e-03
    4.61900048e-03   1.45658292e-03]
 [  1.86668531e-05   2.36979322e-04   1.59655488e-03   9.96996045e-01
    1.25948389e-07   8.00387526e-04   1.24071288e-04   1.97548587e-07
    2.22662871e-04   4.44597708e-06]
 [  1.82371223e-04   9.60565269e-01   1.55095453e-03   4.65766992e-03
    1.96734606e-03   3.70707898e-03   1.56360329e-03   3.34876985e-03
    1.94992255e-02   2.95768678e-03]
 [  2.52759606e-02   1.53698109e-03   2.20349757e-03   1.56208000e-04
    1.34838466e-03   1.85707025e-02   2.45070737e-03   3.61614511e-04
    9.44117725e-01   3.97816626e-03]
 [  4.34043812e-07   1.09468994e-03   9.94172394e-01   4.65501705e-03
    1.78532411e-09   1.97605618e-06   1.05858044e-06   1.03152524e-06
    7.33776324e-05   4.73872275e-09]
 [  1.56572278e-04   1.87488749e-05   1.37186125e-02   9.85333025e-01
    1.60209765e-08   6.65474043e-04   2.06549885e-06   1.59256700e-07
    1.05285108e-04   1.00970453e-07]
 [  3.21767379e-06   7.98428780e-04   1.25619397e-03   9.97359574e-01
    8.30567842e-07   5.44211420e-04   3.34591209e-06   3.81044515e-06
    2.35539737e-05   6.90510478e-06]
 [  1.22237820e-04   1.35706199e-04   9.50150643e-05   6.87374093e-04
    1.25999283e-03   2.80438457e-03   2.27025066e-06   5.77615559e-01
    2.77213403e-03   4.14505273e-01]
 [  1.36143324e-04   2.16185185e-06   3.12476950e-05   1.40018687e-02
    1.32911528e-05   9.85118926e-01   5.56300483e-06   1.19863571e-05
    4.97086323e-04   1.81826166e-04]
 [  2.10984922e-06   3.25356751e-07   3.90294235e-06   2.75483733e-04
    3.17430749e-06   2.10696206e-04   5.23940802e-09   9.98312831e-01
    4.26381557e-05   1.14894193e-03]
 [  1.43813509e-06   8.28521479e-06   1.93038304e-05   3.55917086e-06
    9.93024826e-01   8.25420066e-05   3.27868220e-05   8.76352933e-05
    2.09627528e-04   6.53012097e-03]
 [  5.00091091e-02   3.53774359e-03   3.48514408e-01   4.40817773e-01
    3.85803514e-06   1.12962760e-01   2.87390449e-05   3.22489478e-02
    8.00609309e-03   3.87063203e-03]
 [  9.98624563e-01   3.89237559e-10   1.51960137e-06   7.88948728e-06
    3.66350839e-10   1.35941070e-03   1.44618806e-08   5.86910164e-06
    5.00181216e-07   3.82751040e-07]
 [  2.67550477e-05   2.46269105e-04   9.94000614e-01   5.43850893e-03
    1.30207782e-05   2.71227691e-06   5.51529338e-05   1.88699225e-04
    2.73727619e-05   9.88710781e-07]
 [  6.72811118e-04   7.78809115e-02   6.32521464e-04   4.33990173e-03
    1.14721460e-02   1.24845207e-02   7.71095693e-01   2.41055641e-05
    1.21248677e-01   1.48706138e-04]
 [  3.74248907e-06   1.63509544e-08   1.86828292e-05   2.22850340e-05
    9.85842448e-08   3.14933141e-06   1.43158596e-10   9.92956638e-01
    3.61729035e-05   6.95914449e-03]
 [  7.59257034e-07   1.21757569e-06   1.36114968e-05   9.98941720e-01
    1.09231087e-06   9.74090770e-04   2.39358633e-06   5.69226927e-07
    6.19039638e-05   2.57497391e-06]
 [  4.28183557e-06   4.88158139e-06   2.85278020e-06   7.64778233e-05
    3.20174263e-06   2.89813644e-04   5.70810688e-09   9.99233723e-01
    5.49138940e-06   3.79285833e-04]
 [  7.74139517e-06   1.70592909e-08   4.26426368e-06   7.30893807e-04
    1.74460368e-07   9.98525798e-01   6.71461635e-07   1.72873627e-08
    7.08727865e-04   2.17231081e-05]
 [  1.19839233e-05   1.11945483e-05   6.00519024e-06   9.90971446e-01
    6.78144261e-08   5.96053805e-03   2.13228901e-08   3.06307484e-05
    2.18769303e-03   8.20471090e-04]
 [  3.36293771e-04   1.10392430e-04   4.07486316e-03   1.90486421e-03
    1.41893406e-06   3.03563266e-03   3.16747730e-07   8.64543736e-01
    1.24667987e-01   1.32459786e-03]
 [  2.34990584e-04   6.12895576e-07   9.89679098e-01   4.58072033e-03
    4.16414769e-05   1.26337400e-03   6.59551297e-05   2.00360105e-07
    3.79805360e-03   3.35335935e-04]
 [  5.53655955e-05   3.24580178e-05   1.81148192e-04   9.68441891e-05
    1.32511695e-05   4.66186881e-01   5.32790720e-01   3.53064706e-07
    6.40907267e-04   2.05001129e-06]
 [  1.08469231e-03   1.04815385e-03   4.45313705e-03   3.03327781e-03
    8.75637033e-06   3.90368397e-04   1.41923892e-05   3.44559172e-04
    9.89205837e-01   4.16930940e-04]
 [  2.17920456e-06   7.91664945e-07   2.07714015e-06   9.22316394e-05
    5.66611970e-06   9.98646677e-01   8.85583751e-04   7.70669288e-08
    3.61919723e-04   2.76328478e-06]
 [  1.37969165e-03   7.48501679e-06   2.74432969e-04   5.74158458e-03
    5.81746278e-08   9.91938174e-01   2.24811060e-06   3.37530801e-05
    5.40334149e-04   8.23134105e-05]
 [  5.19474677e-04   4.95200402e-06   9.97743368e-01   8.08807788e-04
    4.44425314e-05   3.22139203e-05   1.82625969e-04   6.74416651e-06
    2.99560983e-04   3.57753801e-04]
 [  1.01890194e-03   7.92928226e-03   1.74223721e-01   6.44845963e-01
    7.74918357e-04   1.50406703e-01   7.57943327e-03   3.43240821e-03
    7.51911988e-03   2.26954697e-03]
 [  1.66390295e-04   5.61162233e-05   3.78937170e-06   3.55271460e-03
    1.48789854e-06   9.94621873e-01   4.38332745e-06   2.15119173e-04
    4.85439668e-04   8.92757089e-04]
 [  1.99610670e-03   2.37194732e-01   1.31474826e-02   2.99794301e-02
    1.98901282e-03   2.98508555e-02   3.10822274e-04   3.29144120e-01
    2.88251877e-01   6.81355521e-02]
 [  5.66629433e-06   7.88974830e-06   3.87799140e-04   4.88603546e-04
    9.85395730e-01   1.50461652e-04   9.06597634e-05   3.44685861e-03
    1.81970259e-04   9.84435249e-03]
 [  1.24579756e-05   2.60605803e-03   6.59711333e-03   7.76800513e-01
    2.64865067e-03   7.94090610e-03   1.34890710e-04   7.83273131e-02
    1.97898019e-02   1.05142199e-01]
 [  1.35425125e-06   8.73508165e-04   9.96903956e-01   1.02044106e-03
    6.29810034e-04   2.44970084e-04   2.45756790e-04   2.47044250e-06
    7.56573863e-05   1.87438559e-06]
 [  9.90020514e-01   1.46274635e-06   5.24106203e-04   8.42973095e-05
    5.07282311e-06   8.56283214e-03   2.11747058e-04   3.64971173e-04
    1.05816252e-04   1.19345357e-04]
 [  8.72888268e-06   2.43929662e-07   1.97481408e-04   3.93118302e-04
    6.92425033e-08   2.21386057e-04   3.60640706e-06   3.24443533e-07
    9.99174654e-01   3.20669784e-07]
 [  1.45451224e-04   8.97460905e-06   1.08169057e-04   1.10815873e-03
    3.97509756e-03   1.02102489e-03   4.62403432e-06   2.99943611e-02
    2.55255960e-03   9.61081564e-01]
 [  5.97700989e-03   2.33982028e-05   9.56904434e-04   3.51434253e-04
    3.09767929e-04   3.38139338e-03   9.84044015e-01   2.51627444e-05
    4.85541113e-03   7.54550201e-05]
 [  1.73546032e-05   2.48874039e-05   1.99731949e-05   2.82219640e-04
    2.19302819e-05   6.07795700e-05   2.35728081e-07   9.97824073e-01
    1.44583473e-05   1.73400110e-03]
 [  9.89093387e-05   3.64618842e-04   1.41733594e-03   2.07700956e-04
    9.38624024e-01   1.78015069e-03   1.05196110e-03   4.04160144e-03
    1.38285197e-02   3.85851450e-02]
 [  1.00045281e-06   1.49124570e-03   7.11322005e-04   9.93366420e-01
    6.53517418e-06   2.79259379e-03   1.93532756e-07   9.35468561e-05
    1.47044100e-03   6.67964850e-05]
 [  7.37060736e-06   1.05239287e-05   3.25656933e-04   6.31663497e-05
    4.17113661e-05   5.65277951e-05   4.93705302e-05   1.21419238e-04
    9.99156237e-01   1.68002865e-04]
 [  8.06141470e-05   5.69139847e-05   3.97808210e-04   8.61669250e-05
    9.33880448e-01   4.48968261e-04   6.15746190e-04   6.85619982e-03
    2.69446359e-03   5.48826456e-02]
 [  1.62244251e-04   6.06888461e-05   1.95479533e-03   1.66090511e-04
    9.19114649e-01   4.77122638e-04   5.26356918e-04   1.76456198e-02
    5.73112862e-04   5.93191870e-02]
 [  2.77867312e-05   2.17369434e-05   5.56010054e-04   4.40564967e-04
    2.87826570e-05   5.67978095e-05   1.95982902e-05   7.77927016e-06
    9.97987509e-01   8.53522506e-04]
 [  1.85877229e-06   3.44623885e-07   9.99927044e-01   6.15896715e-05
    5.77219765e-08   2.27762939e-07   7.38734968e-07   7.02722645e-08
    7.88964371e-06   2.74076370e-07]
 [  1.17611780e-04   2.30068417e-05   2.13315827e-03   7.27885708e-06
    9.69803706e-03   3.92159302e-04   9.87570584e-01   1.41157225e-05
    2.73405658e-05   1.67110866e-05]
 [  1.00429665e-04   2.36138981e-03   5.61487977e-05   3.87832260e-04
    1.01965060e-03   7.94514921e-03   9.86144543e-01   4.52978156e-07
    1.96405826e-03   2.03026702e-05]
 [  2.45433475e-04   2.50869319e-02   9.96940583e-03   9.07970534e-05
    8.29195261e-01   1.48348627e-04   1.29472733e-01   5.92040713e-04
    4.61176736e-03   5.87354414e-04]
 [  2.96696904e-04   9.62696731e-01   2.96910983e-02   2.98448722e-03
    6.74144947e-04   1.79341572e-04   1.47387065e-04   1.10994058e-03
    1.95009192e-03   2.70094344e-04]
 [  4.64542769e-04   9.63405073e-01   1.50292851e-02   5.82681643e-03
    7.58964627e-04   1.58757833e-03   3.05076176e-03   2.10679206e-03
    6.90719020e-03   8.62947665e-04]
 [  8.27045642e-06   2.38249562e-08   1.87087528e-06   8.49272155e-08
    1.25899724e-05   4.07172502e-06   9.99952316e-01   6.16180662e-09
    2.05678698e-05   1.73488445e-07]
 [  2.70492444e-03   6.13778684e-05   1.99664530e-04   1.49596308e-04
    4.22974663e-05   9.94888365e-01   1.01810950e-03   3.50384544e-05
    8.32916819e-04   6.77868229e-05]
 [  1.09490403e-03   1.70448993e-03   1.33814942e-02   4.93840337e-01
    1.68460165e-03   1.37261581e-02   1.10400406e-05   1.94039084e-02
    1.30414069e-01   3.24739009e-01]
 [  5.08966150e-05   1.14431037e-02   2.92892568e-03   1.97784901e-02
    1.53195462e-03   2.33145803e-02   2.29775454e-04   1.28692621e-03
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    5.08135770e-07   2.85350598e-05]
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    2.31112253e-07   5.66900271e-05]
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    9.73694023e-06   2.56205858e-05   6.71592716e-04   9.96772651e-05
    1.11269264e-03   1.80628358e-05]
 [  6.01035097e-08   1.58099908e-06   9.99789894e-01   1.74043467e-04
    1.43065490e-05   4.19695198e-07   1.28269621e-05   8.96412455e-09
    6.74712282e-06   2.75797110e-08]
 [  9.99934077e-01   5.55093249e-10   8.98991766e-06   1.78748098e-06
    1.99958813e-10   3.85987514e-05   1.60842010e-05   3.61202808e-07
    2.42169271e-08   7.23883531e-08]
 [  2.60803569e-03   9.90153174e-04   4.07794229e-04   2.68540258e-04
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    1.08965814e-01   1.98494148e-04]
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    2.40928810e-02   9.56779066e-03]
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    3.95219649e-06   7.54241075e-04   1.71368629e-06   8.58085096e-01
    3.05447113e-02   1.72842517e-02]
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    8.04855608e-06   7.32248602e-03   5.97908947e-05   1.03393422e-05
    1.07104506e-03   5.27547636e-05]
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    1.33790210e-01   6.00393629e-03   3.11730616e-03   7.89160002e-03
    2.19386164e-02   2.98908859e-01]
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    1.27907423e-03   2.53228814e-06]
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    9.17721190e-05   8.08253527e-01   7.34846224e-04   2.02934328e-03
    1.19271176e-02   1.74467324e-03]
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    5.22245141e-03   4.64383466e-03   2.29933494e-06   2.14595012e-02
    4.14520092e-02   9.26252723e-01]
 [  3.65797052e-04   3.10369930e-03   2.26468984e-02   1.20007564e-04
    9.46407437e-01   5.41025354e-03   1.10521615e-02   5.14933956e-04
    4.21985146e-03   6.15906576e-03]
 [  4.51530708e-04   9.80853140e-01   5.72022889e-03   2.55212071e-03
    8.30614939e-04   7.87365308e-04   1.19924347e-03   8.16959422e-04
    6.72776578e-03   6.10579955e-05]
 [  2.96901300e-04   3.65072675e-02   2.52818369e-04   4.29443084e-02
    3.35354405e-03   3.80893610e-03   1.80049872e-04   8.41698274e-02
    5.19582294e-02   7.76528120e-01]
 [  8.38143460e-05   1.46492166e-04   9.88479078e-01   5.16400498e-04
    1.20175045e-07   4.48511855e-06   2.29501416e-06   6.11728683e-05
    1.06981788e-02   8.16581542e-06]
 [  1.78595001e-04   6.41869337e-05   9.46546555e-01   4.27961675e-03
    2.48728134e-03   8.30368153e-05   4.44986932e-02   8.86517682e-06
    1.84695178e-03   6.21239678e-06]
 [  8.47620777e-06   2.11627912e-06   3.95521784e-05   1.57402496e-06
    3.26172332e-04   3.20740277e-04   9.99198377e-01   1.10892007e-08
    1.02539489e-04   4.42018091e-07]
 [  3.81524255e-03   3.63415410e-03   6.55962795e-04   4.44235606e-03
    7.92341530e-02   1.34098288e-02   2.47537799e-04   8.15036371e-02
    8.17371253e-03   8.04883361e-01]
 [  2.22439594e-05   1.08736149e-08   9.64353148e-06   7.30367174e-06
    3.62261024e-04   3.50990535e-06   1.65440412e-07   3.53835034e-03
    7.12138368e-04   9.95344341e-01]]
INFO:tensorflow:global_step/sec: 158.42
INFO:tensorflow:loss = 0.1969, step = 12401
INFO:tensorflow:probabilities = [[  5.18511513e-07   3.96109426e-05   1.26884173e-04   8.97405948e-03
    5.44156763e-04   1.87386504e-05   6.54155698e-08   9.86473680e-01
    3.21178202e-04   3.50114517e-03]
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    1.02530439e-05   4.92068648e-05   9.99304175e-01   4.36618741e-08
    1.17829750e-05   9.12372542e-08]
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    2.02112960e-06   3.01989121e-03   4.93306459e-07   1.04265791e-06
    1.37832027e-03   3.24051129e-04]
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    8.61808847e-09   4.29172758e-07   1.62515192e-08   9.26818611e-05
    1.43725811e-05   2.33006730e-07]
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    4.20641436e-06   5.00865804e-04]
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    9.91026342e-01   7.97159097e-04]
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    1.29426434e-03   5.83619671e-03]
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    1.43281170e-04   6.93329796e-03]
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    6.25075249e-04   1.31263214e-05]
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    5.54105682e-05   7.35734602e-07]
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    1.85431350e-06   1.78961109e-05]
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    9.35849607e-01   4.02171947e-02]
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    4.04651597e-04   4.61170521e-06]
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    2.05759701e-04   9.03854251e-01]
 [  2.49011879e-04   9.76946652e-01   1.72284339e-03   2.55848834e-04
    2.28884324e-04   3.43256746e-04   8.26988835e-03   4.73905056e-05
    1.16419150e-02   2.94430472e-04]
 [  1.70728399e-07   1.88251659e-09   1.49625805e-06   3.29103605e-05
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    1.89620105e-03   9.43237595e-08]
 [  1.09287859e-08   3.20215356e-08   1.23935445e-06   5.74107980e-05
    1.23109061e-08   2.82210806e-07   9.32203707e-12   9.99923468e-01
    6.24238680e-07   1.69420437e-05]
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    7.70992041e-01   1.08560018e-01]
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    4.90554797e-08   2.85831450e-12]
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    1.81358646e-05   4.39222524e-04]
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    1.35099338e-02   4.71933633e-02]
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    6.39889095e-06   1.83994750e-10]
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    1.48293865e-03   9.42843873e-03]
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    2.76751671e-04   9.12895601e-04]
 [  6.00170715e-05   7.91951097e-05   1.35455739e-05   1.27243358e-04
    1.14730999e-01   2.47218437e-03   6.08670452e-05   2.46558082e-03
    1.09898169e-02   8.69000614e-01]
 [  5.06404831e-05   3.07447090e-06   4.91179264e-07   5.83540823e-04
    5.21947222e-04   9.91892695e-01   6.78216759e-03   1.83164502e-07
    1.62529177e-04   2.59622288e-06]
 [  4.81810594e-06   8.17759584e-08   8.64705071e-05   1.63369918e-07
    9.96124208e-01   2.24293308e-05   3.01579107e-03   2.39380515e-05
    1.88768114e-04   5.33218845e-04]
 [  9.62157786e-01   5.51358935e-05   2.21314724e-03   5.74343791e-03
    1.42845602e-04   1.41776502e-02   1.96392508e-03   3.43805971e-03
    3.11638461e-03   6.99174032e-03]
 [  9.84477878e-01   2.06657962e-08   3.91102367e-04   3.11575783e-03
    4.55464244e-09   1.18168546e-02   3.16534539e-07   1.66800004e-04
    2.95142127e-06   2.83332538e-05]
 [  1.80362003e-05   4.42001965e-06   2.60200148e-04   9.06783043e-06
    7.21535005e-04   2.24452029e-04   9.98750806e-01   3.86636771e-07
    8.67710969e-06   2.43482418e-06]
 [  1.22159290e-05   7.70037004e-04   2.95705890e-04   8.17959964e-01
    1.14111218e-03   1.30267600e-02   9.07166941e-06   1.35776834e-04
    7.54361898e-02   9.12132189e-02]
 [  1.10049496e-06   3.42549203e-04   8.59654683e-04   4.72675056e-05
    9.90802228e-01   4.04743507e-04   2.07029656e-03   2.30047062e-05
    1.46110426e-03   3.98811465e-03]
 [  1.84133967e-06   5.18951583e-06   5.88632747e-06   1.11077132e-03
    9.25747864e-03   1.93652872e-04   9.63111916e-07   1.21549238e-02
    7.30618020e-04   9.76538718e-01]
 [  1.55424495e-05   2.75456841e-06   2.29125658e-06   3.64783205e-06
    1.99343864e-04   1.04119586e-04   9.99624372e-01   9.23471466e-10
    4.72926804e-05   5.52786162e-07]
 [  1.24429857e-06   1.11606289e-06   6.73007935e-06   7.52216147e-05
    4.84657619e-07   5.96731240e-07   9.04800193e-11   9.99760211e-01
    1.76983194e-05   1.36640956e-04]
 [  3.55065185e-06   1.76741687e-05   9.99161720e-01   4.49925341e-04
    2.29916086e-09   7.41721815e-05   1.76252956e-06   1.23682213e-07
    2.91130709e-04   1.77991399e-08]
 [  2.50204666e-05   1.63477744e-04   9.84237529e-04   1.67487108e-03
    5.77896135e-04   1.07627548e-02   3.30602779e-04   1.00441239e-05
    9.85320389e-01   1.50710664e-04]
 [  2.95380771e-04   9.36204731e-01   1.28813740e-02   4.50606644e-03
    3.73094983e-04   3.40036815e-03   5.15197031e-03   5.28753910e-04
    3.60791758e-02   5.79041603e-04]
 [  1.13274723e-06   1.11577019e-05   3.09802926e-05   2.21514392e-06
    1.11269522e-02   1.84602668e-05   9.88786101e-01   1.50368038e-08
    1.63965542e-05   6.61070180e-06]
 [  1.11687507e-06   2.76408673e-06   2.16387867e-04   4.11921227e-03
    1.13027659e-06   3.47864290e-04   6.80187725e-07   5.19756384e-07
    9.95303988e-01   6.41313909e-06]
 [  8.95447331e-04   1.86476903e-03   6.22699857e-01   4.12467076e-03
    3.35384637e-01   1.16526280e-02   1.03497021e-02   5.58732823e-03
    1.95413060e-03   5.48676541e-03]
 [  6.32443771e-05   6.68240391e-05   3.18991988e-05   3.27699445e-03
    1.97882894e-02   5.46644849e-04   1.01416872e-05   9.39384755e-03
    3.73602449e-03   9.63086069e-01]
 [  8.14614651e-08   3.66976428e-06   1.47642561e-06   1.10961637e-05
    9.95633781e-01   3.62706051e-05   1.59395750e-05   6.87177235e-04
    6.91815294e-05   3.54115502e-03]
 [  4.67082411e-02   1.18337608e-04   1.54495449e-03   1.09012676e-02
    2.62205402e-04   3.81496698e-02   2.40933514e-04   8.87363203e-05
    8.97334516e-01   4.65106079e-03]
 [  5.13962237e-04   4.70175974e-06   9.99880489e-03   1.29503860e-06
    7.49231185e-06   1.74515154e-02   9.71986711e-01   6.39706954e-10
    3.52711359e-05   2.69971935e-07]
 [  1.26742830e-08   7.13057891e-10   2.07201325e-07   1.30374901e-05
    8.03333566e-10   7.71808004e-08   1.71050342e-14   9.99946713e-01
    6.67395568e-07   3.92128059e-05]
 [  6.40227925e-03   3.63178164e-01   3.49232368e-03   8.73875245e-03
    2.23473944e-05   3.79380560e-03   1.24909903e-03   8.56861006e-05
    6.12060368e-01   9.77206742e-04]
 [  9.99287069e-01   2.03210444e-08   1.76282902e-05   4.81800998e-06
    7.51695539e-10   6.84061961e-04   1.39637211e-06   2.83896043e-06
    1.93299911e-06   3.77865490e-07]
 [  1.55514263e-05   1.84689619e-04   9.98707056e-01   7.40616932e-04
    1.10177815e-07   4.30323234e-05   9.82494093e-05   1.34198388e-07
    2.10549159e-04   2.34411462e-10]
 [  7.34192436e-05   8.62065917e-07   6.98681106e-05   1.65166364e-06
    8.86681737e-05   2.01220137e-05   9.99664187e-01   1.80713982e-07
    7.41193799e-05   6.85773648e-06]
 [  3.32866833e-02   2.12738523e-05   2.17185845e-03   8.06560636e-01
    3.15663146e-06   3.37134600e-02   7.74730893e-07   1.19466707e-01
    9.92210335e-05   4.67616599e-03]
 [  7.52355627e-05   9.68411744e-01   6.93979848e-04   4.51387186e-03
    1.60305656e-03   1.47398663e-04   4.44479112e-04   2.07871082e-03
    1.92713290e-02   2.76025478e-03]
 [  1.02911945e-05   2.53081005e-08   7.95977467e-05   1.16939964e-06
    5.91171120e-05   1.64063840e-05   9.99792516e-01   2.68290457e-09
    4.06773142e-05   2.56743647e-07]
 [  3.78151832e-04   2.31577505e-04   2.38600094e-02   1.33241084e-03
    1.41828516e-02   1.47018139e-03   6.81228819e-04   5.12900315e-02
    1.38572594e-02   8.92716348e-01]
 [  1.33342735e-06   1.02933363e-05   9.28778027e-05   7.82539777e-04
    1.19553647e-06   3.35688424e-06   3.23635252e-09   9.98855948e-01
    9.28024201e-06   2.43150702e-04]
 [  7.03573605e-05   3.29689385e-07   1.52036901e-05   2.47122898e-07
    9.94744658e-01   1.26280950e-03   7.77895766e-05   2.67397467e-04
    1.66855718e-03   1.89275260e-03]
 [  1.62741326e-05   6.97228014e-01   1.98577903e-03   1.57788640e-03
    1.62493286e-03   2.65008886e-03   3.93561460e-03   4.80963608e-05
    2.90501803e-01   4.31477092e-04]
 [  6.56825819e-07   6.11493434e-08   1.64633821e-06   1.12920374e-04
    3.72565069e-07   6.16677471e-06   2.98888487e-08   9.99847889e-01
    3.91787808e-06   2.63207203e-05]
 [  4.61339687e-06   1.80810148e-05   1.09621898e-04   2.24573072e-04
    1.17250829e-05   4.92045438e-05   1.27059408e-07   9.89075303e-01
    5.27692937e-05   1.04539217e-02]
 [  1.85385966e-06   1.92421544e-06   9.99710619e-01   9.47416720e-06
    8.46526964e-05   5.75378351e-07   1.85638259e-04   1.91950153e-06
    1.56760876e-07   3.19521018e-06]
 [  3.76500029e-05   9.68980193e-01   1.02328893e-03   4.93544014e-03
    1.70706864e-03   1.59683253e-03   3.98237549e-04   1.70593685e-03
    1.87951941e-02   8.19987443e-04]
 [  9.99269068e-01   3.97154487e-08   2.03141710e-04   1.62378201e-05
    2.64130695e-09   4.93759639e-04   3.12796237e-06   3.99559303e-06
    9.63547427e-06   1.07803919e-06]
 [  4.31918772e-03   2.11845865e-04   8.19955894e-04   6.37076646e-02
    2.37383312e-04   9.09837127e-01   2.11193506e-03   2.69737036e-04
    1.58116687e-02   2.67349649e-03]
 [  2.13574858e-05   9.92533326e-01   1.38276012e-03   1.98451686e-03
    2.40941765e-04   6.89410081e-04   3.81649035e-04   1.96534500e-04
    2.50140042e-03   6.79522564e-05]
 [  2.12861691e-04   3.96085454e-07   4.12544023e-06   4.12778172e-04
    3.99287820e-01   5.12170613e-01   1.65558042e-04   1.75951980e-02
    1.78498775e-02   5.23007177e-02]
 [  8.30582867e-04   4.41073979e-07   7.75522567e-05   4.10331227e-03
    4.47208805e-07   9.94164407e-01   1.17123523e-06   7.60859484e-06
    7.95927481e-04   1.85686058e-05]
 [  1.67130539e-03   3.74255942e-05   2.07263787e-04   5.52013665e-02
    3.12818230e-07   9.42158043e-01   7.31003820e-06   4.52544882e-05
    9.14812044e-05   5.80070599e-04]]
INFO:tensorflow:probabilities = [[  2.30883401e-07   2.17826055e-05   8.69761243e-06   1.53572066e-04
    6.01005809e-07   7.55334213e-07   1.53263624e-10   9.97614861e-01
    3.53510623e-05   2.16415036e-03]
 [  9.95998621e-01   5.24788426e-08   1.43021950e-03   1.31973205e-03
    8.90773251e-08   1.11680396e-03   1.06723719e-05   1.48968320e-05
    8.52265839e-06   1.00485602e-04]
 [  1.52833877e-06   8.32172191e-06   7.91813090e-06   7.05061175e-05
    6.30813247e-07   2.42548276e-06   1.09369436e-09   9.98742521e-01
    2.76022092e-06   1.16343261e-03]
 [  2.21771319e-04   9.86386513e-05   8.17224383e-03   1.37560899e-04
    9.82829750e-01   2.97050778e-04   6.59580156e-03   4.87447163e-04
    1.57260889e-04   1.00268191e-03]
 [  4.03304031e-04   5.23855197e-05   8.14600568e-03   1.37736090e-04
    9.75854456e-01   4.13268339e-04   1.33697025e-03   2.52627098e-04
    2.82931898e-04   1.31201083e-02]
 [  6.47818706e-06   5.50894838e-05   1.93034313e-04   6.67958986e-04
    2.73625164e-06   7.20914568e-06   5.75214676e-09   9.93861318e-01
    6.92412432e-05   5.13694016e-03]
 [  5.34638588e-04   3.36647412e-04   9.03561115e-01   9.07126069e-02
    1.05036153e-04   1.42526114e-04   3.68559340e-05   3.84390121e-03
    5.39689674e-04   1.86991470e-04]
 [  6.40230486e-04   6.80646235e-06   2.00233444e-05   7.46579724e-04
    2.09686787e-05   7.15928571e-03   3.51817960e-07   2.20736139e-03
    9.74554658e-01   1.46437073e-02]
 [  1.43273795e-07   7.59520044e-04   9.93788421e-01   5.43361809e-03
    9.20979801e-07   6.50884112e-06   2.45105366e-06   7.06760204e-07
    7.70726911e-06   3.38628148e-08]
 [  1.47675892e-04   3.84696068e-06   3.82151075e-06   3.56221630e-04
    1.71241944e-03   1.03144685e-03   4.02162686e-06   9.68767703e-01
    2.43941340e-05   2.79484950e-02]
 [  3.70907060e-07   3.87381851e-06   9.22922663e-06   1.23188103e-04
    7.42028584e-04   6.28732232e-05   2.04114983e-07   3.81741151e-02
    1.06533999e-02   9.50230658e-01]
 [  2.46954096e-06   4.03911713e-08   6.18084528e-07   2.06211023e-02
    4.18289517e-07   9.79194582e-01   6.28797849e-08   2.83072978e-08
    1.74279165e-04   6.44355578e-06]
 [  4.04910170e-05   9.96217310e-01   2.16495755e-04   3.31603718e-04
    4.41213670e-05   1.42801928e-05   4.93222506e-05   6.69424306e-04
    2.35417462e-03   6.28121197e-05]
 [  6.55190367e-03   4.73746468e-06   1.93528511e-04   8.43701928e-05
    2.75194622e-03   5.09291515e-03   9.84902442e-01   4.36521623e-05
    3.44680913e-04   2.97702900e-05]
 [  6.43414751e-07   1.40561852e-07   1.54290523e-04   2.79793426e-07
    9.42825427e-05   3.07120285e-06   9.99706447e-01   2.98956238e-08
    4.00052813e-05   8.80953792e-07]
 [  7.12196459e-04   4.23954998e-06   3.63045442e-03   1.17192557e-03
    6.05730784e-05   3.63317714e-03   5.65637136e-04   2.84035559e-06
    9.85806406e-01   4.41257609e-03]
 [  3.50247399e-04   3.32307682e-05   7.52429478e-03   1.38823094e-03
    1.30308967e-04   2.39613536e-03   1.74613626e-04   1.07795902e-04
    9.78924215e-01   8.97096004e-03]
 [  8.76545382e-04   6.18474849e-04   5.50072966e-03   2.90166092e-04
    1.28363119e-03   2.65118317e-03   9.71545577e-01   6.06168978e-05
    1.70439538e-02   1.29245891e-04]
 [  8.74270481e-05   1.46173188e-04   9.97735381e-01   1.38087093e-03
    7.55414931e-08   8.09834310e-05   3.82184400e-04   1.55641885e-07
    1.86722638e-04   9.59631397e-09]
 [  3.87326087e-04   1.44276055e-06   1.56023283e-03   9.58796322e-01
    6.84276120e-06   1.32436957e-02   1.26226660e-05   2.80886213e-03
    7.25632766e-03   1.59264673e-02]
 [  9.91095304e-01   7.13519398e-07   6.36466895e-04   5.05826902e-05
    7.09857090e-07   8.01641122e-03   3.37638812e-05   3.47275136e-06
    2.05486522e-05   1.42071716e-04]
 [  1.22739857e-05   8.03637522e-06   9.99478161e-01   4.91269049e-04
    3.31130323e-09   1.06604421e-06   1.04201490e-06   7.93750417e-07
    7.37402297e-06   9.28372823e-10]
 [  2.46187764e-08   2.40914098e-08   7.55650433e-07   9.99811113e-01
    1.14998688e-09   1.79646173e-04   5.37276716e-11   9.67089932e-07
    5.60222270e-06   1.95554367e-06]
 [  6.55158830e-04   1.27596490e-03   3.49247275e-04   2.99323071e-03
    1.85561061e-04   9.88009751e-01   3.09483548e-05   4.07790951e-03
    6.94256916e-04   1.72781094e-03]
 [  9.10650182e-04   8.87911156e-05   3.27219052e-04   1.22223690e-03
    3.32856089e-01   3.77864949e-03   3.05192254e-04   3.39114666e-02
    1.92500709e-03   6.24674737e-01]
 [  1.66855345e-03   2.29052548e-05   7.39768846e-03   9.95486698e-05
    7.10017222e-04   3.43721622e-04   9.89363372e-01   3.88906519e-05
    9.68599488e-06   3.45575885e-04]
 [  3.80186853e-03   3.87240198e-06   3.41707237e-05   2.68355041e-04
    7.76601722e-04   2.59756646e-03   1.43571469e-06   9.76950645e-01
    2.41147456e-04   1.53244091e-02]
 [  9.59430508e-07   1.34088259e-06   1.85209530e-04   9.96823549e-01
    7.42315365e-08   1.71330990e-04   7.48233697e-10   5.79513318e-04
    8.08605182e-05   2.15715170e-03]
 [  3.50512746e-05   1.12445093e-06   4.34075715e-04   1.16790734e-05
    6.24693826e-07   2.33936167e-04   7.32825220e-06   4.56629959e-06
    9.99163866e-01   1.07816129e-04]
 [  3.29376644e-06   6.90214165e-07   9.99893308e-01   4.60925403e-05
    7.03024079e-06   3.39073374e-08   3.95732277e-05   1.51087670e-06
    5.85677481e-06   2.61114610e-06]
 [  1.52048538e-04   1.42923873e-02   4.27090228e-02   6.98299289e-01
    1.34504953e-04   2.43532304e-02   1.47234150e-05   8.79475251e-02
    9.28086787e-02   3.92885879e-02]
 [  7.46818023e-06   3.31361008e-07   3.46049783e-05   1.12093446e-07
    8.10693891e-05   1.38718242e-05   9.99713957e-01   2.12767830e-08
    1.48530802e-04   6.56015047e-08]
 [  2.47185642e-04   9.90756452e-01   1.45707396e-03   1.86167090e-04
    8.14070518e-05   7.17717630e-05   5.59582026e-04   9.99761833e-05
    6.39985455e-03   1.40512231e-04]
 [  9.53950512e-04   1.38295509e-04   1.04831241e-03   1.25990612e-02
    1.32214666e-06   9.78170037e-01   2.25618598e-04   3.04484929e-05
    6.78365119e-03   4.93212647e-05]
 [  6.79878285e-05   9.90962088e-01   2.40574343e-04   4.74771438e-03
    3.16575111e-04   7.59351387e-05   1.96652589e-04   1.45805278e-03
    1.22360594e-03   7.10738124e-04]
 [  7.21308461e-04   4.56070423e-01   4.88355815e-01   5.03346603e-03
    2.41998453e-02   1.58360635e-05   8.01447371e-04   1.11036794e-02
    1.10901548e-02   2.60801660e-03]
 [  4.78855713e-04   2.44771672e-05   9.39670563e-01   3.84103023e-02
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    1.52461845e-02   5.99281967e-01]
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    1.29291613e-03   9.81303811e-01]
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    9.11797862e-03   4.32744223e-08]
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    1.80242568e-01   6.64701452e-03]
 [  1.01464779e-04   9.81389940e-01   6.68403882e-05   1.23275714e-02
    4.94590386e-05   6.37450954e-04   3.94252638e-05   1.15353800e-03
    2.45257490e-03   1.78173988e-03]
 [  9.99940276e-01   2.24295180e-10   1.07661219e-06   4.60811043e-06
    4.81611062e-09   1.60925720e-05   1.18730304e-06   4.05708670e-06
    5.36473954e-06   2.73495152e-05]
 [  1.51116652e-07   8.18319101e-09   1.13112932e-07   2.28278714e-06
    9.33000166e-09   9.91882985e-08   4.02283241e-12   9.99948263e-01
    2.41830804e-07   4.89009944e-05]
 [  1.64177443e-03   1.83419995e-02   6.16955222e-04   4.02419502e-03
    5.11099864e-03   2.89929248e-02   1.74740544e-05   8.24629605e-01
    1.73142031e-02   9.93098617e-02]
 [  3.15995720e-07   1.10770327e-06   3.94604082e-04   9.93847549e-01
    2.81520612e-10   5.72069455e-03   9.50760803e-09   3.05779764e-07
    3.50886985e-05   2.02635334e-07]
 [  3.22488224e-04   2.70585367e-03   5.94922050e-04   1.52743165e-03
    9.01035309e-01   1.70021132e-02   8.02995823e-03   3.06497008e-04
    3.00955074e-03   6.54658377e-02]
 [  9.01450494e-06   4.33389614e-05   1.39490628e-04   9.27296176e-04
    1.08445965e-06   4.06819658e-04   2.63583570e-05   2.08476758e-05
    9.98284638e-01   1.41095457e-04]
 [  2.35106436e-05   9.07379103e-07   1.15033108e-04   2.59155961e-04
    1.44903453e-07   9.32077819e-06   7.95433586e-09   9.99407887e-01
    1.50895983e-06   1.82545671e-04]]
INFO:tensorflow:global_step/sec: 158.536
INFO:tensorflow:loss = 0.193643, step = 12501
INFO:tensorflow:probabilities = [[  9.99611676e-01   2.94751832e-08   1.95991888e-05   1.54212430e-05
    5.36295062e-08   2.82277178e-04   7.63267144e-06   1.44109772e-05
    4.29162355e-05   6.15241925e-06]
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    9.90180731e-01   1.47404848e-04]
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    1.76151374e-07   1.96570605e-02   4.87233024e-07   1.64302219e-05
    4.40222491e-03   6.78079305e-05]
 [  1.06072555e-07   2.70535202e-06   3.35922377e-05   9.98976827e-01
    4.56623496e-07   7.84656368e-05   2.24346874e-09   2.87125411e-04
    2.74522841e-04   3.46240296e-04]
 [  6.40124708e-05   1.69024843e-05   1.19990541e-03   1.65500416e-04
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    9.96835411e-01   1.38956239e-03]
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    5.60565735e-04   8.22501839e-04   2.12281622e-04   3.30804149e-03
    3.26064900e-02   5.83287852e-04]
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    9.35123357e-09   1.21328281e-03   7.83193627e-07   2.87364969e-06
    2.54137012e-05   4.68348981e-06]
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    3.39532737e-04   6.48748537e-05]
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    1.28926404e-04   7.81007330e-08]
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    3.23629146e-03   1.38215348e-03]
 [  6.33269738e-05   1.18570244e-06   1.71505883e-06   1.17085314e-04
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    1.07087998e-03   5.02945855e-04]
 [  9.85026419e-01   4.46725380e-06   5.94582548e-03   3.11429938e-03
    8.25501047e-05   5.10809361e-04   2.42801756e-03   7.25208884e-05
    2.43021152e-03   3.84882529e-04]
 [  1.19655056e-06   2.85606143e-06   6.50323127e-05   1.11672205e-06
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    1.53578806e-03   1.12838455e-01   1.50055756e-04   1.68046169e-02
    8.47836256e-01   1.88295152e-02]
 [  9.11889510e-05   2.46706593e-04   9.65660095e-01   2.20681075e-03
    5.79779282e-07   5.53753453e-05   5.55371262e-05   2.99410950e-02
    1.61193404e-03   1.30763976e-04]
 [  7.20174967e-06   1.38085010e-08   9.99465168e-01   5.23067545e-04
    2.68053268e-09   2.21145005e-08   1.09621203e-06   2.60303545e-06
    8.39716904e-07   2.44341596e-08]
 [  4.16696217e-04   2.33341707e-05   3.10108438e-03   9.83192682e-01
    1.66080217e-03   1.75816778e-04   8.05306807e-03   1.84532779e-04
    2.67009879e-03   5.21872716e-04]
 [  5.83906658e-05   1.50369713e-04   9.90903914e-01   8.28196947e-03
    7.05305126e-07   8.53975780e-06   5.27481461e-05   7.49976152e-07
    5.42627531e-04   5.30788498e-08]
 [  1.76837239e-05   4.40357398e-04   1.10923802e-03   5.35985921e-03
    3.29613201e-02   1.39995813e-04   2.31806171e-05   8.59859526e-01
    2.25514453e-03   9.78336856e-02]]
INFO:tensorflow:probabilities = [[  1.26826922e-06   8.68328279e-05   3.93045554e-03   9.86331344e-01
    5.37852316e-07   2.82251538e-04   5.77785215e-07   1.34789021e-04
    9.10628773e-03   1.25565435e-04]
 [  2.76552564e-05   9.90584552e-01   5.94174082e-04   3.86605505e-03
    6.01468782e-05   1.04414445e-04   4.29032487e-04   1.89866638e-04
    3.91414808e-03   2.30083097e-04]
 [  6.54952999e-08   5.44323164e-08   3.56123536e-07   1.91105675e-04
    1.89751592e-08   9.99772131e-01   2.27866678e-07   2.66146771e-10
    3.59703445e-05   2.48360372e-08]
 [  9.94576931e-01   1.22685879e-06   5.80287306e-04   2.57568492e-04
    7.74885933e-09   4.30196943e-03   2.82213205e-06   7.65155619e-06
    2.69624317e-04   2.00345767e-06]
 [  7.93196168e-03   6.58270983e-06   1.04431547e-02   3.23724613e-04
    3.73656675e-03   2.56672483e-02   1.22321805e-03   3.85168497e-03
    7.26296484e-01   2.20519379e-01]
 [  5.03901683e-05   9.73686934e-01   5.88966301e-04   6.97850657e-04
    5.21074107e-04   6.37653866e-04   1.71487245e-05   1.88716333e-02
    4.85483836e-03   7.34423811e-05]
 [  1.97984453e-04   9.90916550e-01   1.18837797e-03   2.04787240e-03
    1.98169015e-04   6.62333739e-04   2.22156779e-03   3.85832915e-04
    2.04490102e-03   1.36430448e-04]
 [  1.40328426e-04   9.84026015e-01   1.10561389e-03   4.61337622e-04
    1.83445489e-04   2.45426017e-05   1.68304367e-03   6.14925288e-04
    1.15068536e-02   2.53942824e-04]
 [  2.39923065e-05   2.91433953e-05   1.06475363e-05   5.31950027e-05
    8.31707075e-05   9.96676207e-01   1.14169045e-04   1.55522630e-05
    2.70466274e-03   2.89207557e-04]
 [  1.29448779e-06   3.54070312e-06   9.93041039e-01   6.93451706e-03
    6.91127661e-06   3.28617944e-07   1.15926587e-05   2.23413177e-09
    4.07420316e-07   3.13948846e-07]
 [  3.36068682e-04   2.18363875e-05   5.09594320e-05   8.14466504e-04
    1.90985811e-05   9.98308420e-01   3.91190006e-05   9.63515195e-05
    2.05151780e-04   1.08378372e-04]
 [  1.13919157e-06   1.10586545e-04   9.98564303e-01   1.11009681e-03
    3.54052972e-05   1.36276572e-06   7.33973793e-05   1.40036138e-06
    1.01444399e-04   8.05894103e-07]
 [  1.05019569e-06   3.23954475e-04   2.85367161e-04   5.62638836e-03
    2.74267331e-05   1.52544875e-03   7.26716735e-06   2.36862586e-04
    9.91884708e-01   8.16367465e-05]
 [  1.03601669e-05   2.30703404e-06   7.61564161e-06   6.16199904e-05
    3.63180447e-06   5.04993441e-05   8.06344769e-09   9.97843862e-01
    2.78092939e-05   1.99225522e-03]
 [  3.45353437e-05   1.99431033e-05   3.25320434e-04   3.29663476e-06
    4.52365377e-04   2.65302286e-02   9.72524703e-01   6.72683143e-07
    1.06462117e-04   2.56789713e-06]
 [  1.44249309e-04   9.93253648e-01   6.88146043e-04   4.88086429e-04
    3.17249360e-04   3.21068306e-04   3.24219093e-03   1.16693605e-04
    1.25263003e-03   1.76053611e-04]
 [  2.90049968e-04   2.89286641e-06   8.41044530e-04   1.80248280e-05
    3.37073259e-04   1.13267284e-04   9.98363793e-01   9.26143251e-09
    3.34425567e-05   4.04081874e-07]
 [  1.90596115e-02   5.45344665e-04   2.56541255e-03   3.43329925e-03
    4.28662373e-04   9.40560400e-01   1.63254980e-03   1.42281398e-03
    3.01068444e-02   2.45152944e-04]
 [  1.14869801e-02   2.37545066e-07   8.49835982e-04   9.64484870e-01
    1.07708136e-08   1.68439411e-02   2.72228476e-06   2.77663935e-06
    5.93672507e-03   3.91856942e-04]
 [  1.25342212e-03   4.40061995e-05   1.94611342e-03   1.89822167e-05
    6.88701496e-03   1.05880015e-03   9.88458455e-01   5.15160173e-05
    1.25967083e-04   1.55795191e-04]
 [  1.45403392e-05   6.46350672e-04   3.15046142e-04   3.79217163e-05
    9.90786731e-01   4.29124990e-03   8.72610079e-04   5.42921072e-04
    1.31766975e-03   1.17500604e-03]
 [  1.25833839e-01   1.33091862e-06   6.41753748e-02   2.10848209e-02
    1.23329810e-03   7.47137284e-03   6.81219902e-03   2.33913679e-03
    7.29488611e-01   4.15599905e-02]
 [  4.42315877e-06   1.55969014e-04   9.97341573e-01   6.92572212e-04
    8.37839220e-09   2.74095129e-08   3.27906605e-06   5.43477476e-08
    1.80220138e-03   4.17859658e-09]
 [  2.55643134e-03   9.67387459e-05   7.15993694e-04   2.32253937e-04
    5.44758339e-04   3.91222397e-03   9.91748095e-01   1.79493145e-06
    1.84574470e-04   7.26455892e-06]
 [  1.46349139e-05   3.14293284e-04   1.39343948e-03   2.68399799e-05
    1.71262100e-02   4.83304291e-04   9.80512023e-01   3.82236664e-07
    1.25484628e-04   3.42747990e-06]
 [  1.68038205e-05   9.92957115e-01   2.73547601e-03   2.99220323e-04
    4.60827112e-04   1.67715698e-04   8.57818697e-04   1.74449131e-04
    2.32209777e-03   8.45398881e-06]
 [  8.89655054e-01   2.77425852e-06   2.19582627e-03   2.99119449e-04
    7.44993813e-05   7.05129374e-03   3.10483370e-02   2.01826219e-06
    6.96198344e-02   5.13781779e-05]
 [  5.73066463e-05   1.75166369e-05   1.83392021e-05   1.59115763e-04
    1.13180885e-02   4.09297179e-03   4.53631515e-08   2.68346488e-01
    1.27344883e-05   7.15977371e-01]
 [  3.59825826e-05   9.97148573e-01   1.70360552e-04   2.40327106e-04
    2.76405422e-04   1.87779107e-04   9.81891280e-05   1.50440188e-04
    1.63158937e-03   6.03065710e-05]
 [  1.54784757e-05   6.45635225e-08   6.99080876e-04   3.34319120e-05
    5.20548597e-03   7.86668170e-06   1.13175465e-05   2.72509153e-03
    9.44638101e-04   9.90357578e-01]
 [  4.22831508e-04   8.39559434e-05   3.89457622e-04   1.55582186e-03
    4.69196175e-06   1.88100908e-04   3.37008096e-05   6.35685683e-06
    9.95153069e-01   2.16211379e-03]
 [  1.03189013e-05   7.81285125e-05   9.97958183e-01   5.51578589e-04
    2.47934629e-04   2.28040335e-05   1.30360686e-05   1.87814017e-04
    2.43614952e-04   6.86591724e-04]
 [  6.21836080e-05   2.64270202e-05   3.47015543e-06   6.47430352e-05
    1.80249287e-07   9.99310613e-01   2.21431910e-05   1.90712825e-07
    5.09070582e-04   9.86386908e-07]
 [  7.75281842e-06   1.43623248e-01   3.62178544e-03   2.91137174e-02
    2.30527669e-03   4.27656947e-03   5.63271053e-04   9.50484711e-04
    8.13288152e-01   2.24977545e-03]
 [  9.99616504e-01   8.10154965e-09   5.72462341e-05   1.42717137e-04
    1.59474666e-07   9.73919523e-05   8.81113181e-07   3.59462283e-05
    8.85931513e-06   4.04030579e-05]
 [  5.62629988e-03   5.77250915e-03   1.29189540e-03   3.54343932e-03
    8.65229685e-03   3.46534560e-03   9.37103033e-01   1.48567822e-04
    2.64786836e-02   7.91788381e-03]
 [  6.08121081e-06   3.73348342e-07   1.73823355e-04   7.34565617e-07
    9.99426723e-01   1.21870607e-06   2.50394427e-04   6.27389963e-05
    9.92279865e-07   7.69281687e-05]
 [  9.99715865e-01   1.56130131e-09   5.44123104e-05   4.34974737e-07
    4.41800580e-07   3.24960479e-06   9.44475801e-07   9.09193041e-05
    1.45854565e-05   1.19101227e-04]
 [  2.58008775e-04   5.08515537e-03   2.16882094e-03   4.36697481e-03
    3.51685584e-01   4.59483854e-04   1.13301317e-03   4.43713227e-03
    5.61108068e-03   6.24794722e-01]
 [  3.88631423e-04   4.08569485e-06   1.56554335e-04   2.71859190e-05
    1.26886662e-04   2.05467045e-01   1.13297805e-01   2.28108754e-09
    6.80529237e-01   2.57136799e-06]
 [  1.08812892e-05   4.72636224e-04   1.05110137e-03   7.91731054e-06
    1.89485989e-04   1.35517315e-04   9.98077393e-01   6.67022348e-08
    5.48331627e-05   8.66348060e-08]
 [  1.70477506e-05   1.48239210e-01   3.74434441e-02   6.88434171e-04
    3.18487262e-04   4.49536741e-01   3.56274098e-01   6.24979612e-06
    7.47400988e-03   2.38545567e-06]
 [  9.99985337e-01   1.42729951e-11   1.28406825e-07   1.50792498e-08
    2.00450125e-11   1.38364758e-05   5.12193976e-09   1.63248842e-07
    4.83884094e-07   1.60732313e-07]
 [  4.59172807e-05   3.89213756e-06   5.16177206e-05   1.68811457e-04
    1.56044480e-05   3.22816521e-03   2.06575369e-05   2.41263824e-05
    9.96400118e-01   4.10664325e-05]
 [  9.99932885e-01   2.12599577e-10   1.22153187e-05   3.04454005e-07
    1.29236673e-11   5.30312755e-05   9.44570733e-09   5.75635504e-08
    1.04157562e-06   4.74825555e-07]
 [  1.05101590e-05   1.14603199e-06   5.59319742e-05   1.24443623e-05
    9.91558552e-01   1.10562658e-03   4.16363881e-04   1.29366526e-03
    4.30237560e-04   5.11560868e-03]
 [  2.05006669e-04   6.15886383e-05   2.17214823e-02   9.68968809e-01
    2.17184528e-08   4.54391266e-05   1.37914355e-07   2.47712683e-06
    8.97943974e-03   1.57816648e-05]
 [  1.16169156e-06   3.95802954e-06   1.98115067e-05   9.96396720e-01
    2.66465736e-06   3.25636734e-04   3.69004205e-08   1.21238793e-03
    1.09140680e-03   9.46354179e-04]
 [  3.70060225e-05   1.50067108e-05   3.57097131e-03   3.26482492e-04
    9.91203785e-01   3.41778104e-05   2.19764537e-04   9.11836905e-05
    1.26649873e-04   4.37492272e-03]
 [  5.55324897e-09   1.72023604e-07   3.20287626e-07   9.99990344e-01
    1.61458413e-09   7.63922617e-06   2.84839808e-11   1.68112749e-07
    1.09637710e-06   3.19689804e-07]
 [  9.76179399e-06   2.21293507e-04   1.81769981e-04   8.03025498e-04
    2.74390783e-02   8.62434274e-04   2.25648546e-05   3.86158121e-03
    8.08257796e-03   9.58515882e-01]
 [  5.53401969e-02   3.73355942e-06   1.04758066e-04   2.08136116e-04
    9.11803568e-07   9.30996895e-01   1.83731063e-05   2.19552591e-03
    9.31929145e-03   1.81210728e-03]
 [  3.28445050e-04   2.74288636e-02   8.97580292e-03   1.11296801e-02
    1.76249981e-01   5.97716831e-02   4.43364494e-03   3.57313617e-03
    1.50541499e-01   5.57567239e-01]
 [  2.66254821e-04   5.10865729e-03   4.03296610e-04   8.88023674e-02
    5.86718088e-04   8.64450872e-01   5.29911369e-04   5.15774445e-06
    3.91823240e-02   6.64492662e-04]
 [  1.96444016e-04   9.91689324e-01   4.60440438e-04   2.49458099e-04
    2.09343416e-04   1.49844091e-05   3.35456454e-04   2.75935425e-04
    6.51675742e-03   5.16760228e-05]
 [  1.56870388e-04   4.43087765e-06   7.99258305e-06   2.69395951e-03
    4.98768395e-06   9.94765759e-01   6.17911155e-06   1.53464680e-05
    7.31908018e-04   1.61259726e-03]
 [  9.96229574e-05   6.66754704e-06   2.57302218e-05   9.22776312e-02
    3.30173134e-05   8.86590004e-01   4.40752374e-05   2.05653312e-04
    4.58271988e-03   1.61349587e-02]
 [  2.86303344e-04   3.23841050e-05   3.93826158e-05   3.75304444e-05
    1.23738673e-05   3.53943433e-05   6.08956834e-05   1.11786867e-05
    9.99361336e-01   1.23148231e-04]
 [  6.53577503e-03   3.14522278e-03   5.35430424e-02   9.02208388e-01
    4.10716748e-05   2.05447618e-02   2.07350845e-03   5.12712961e-03
    4.37884452e-03   2.40241503e-03]
 [  9.17393148e-01   7.57818198e-05   6.09445758e-03   2.35253088e-02
    5.17539028e-03   3.60337496e-02   9.27699544e-03   4.77418565e-04
    1.57080870e-03   3.77075688e-04]
 [  1.55495119e-03   4.07474326e-05   1.87936239e-05   5.28619170e-01
    7.82436473e-06   4.64563549e-01   1.03709690e-05   2.37932600e-05
    1.97891425e-03   3.18187010e-03]
 [  2.38453981e-06   9.64966748e-05   1.20983394e-04   9.95338082e-01
    5.29610770e-06   3.82799818e-03   1.66852260e-07   1.43665511e-05
    5.07516612e-04   8.67291092e-05]
 [  1.09444204e-06   6.01094798e-04   9.84819174e-01   1.44669395e-02
    4.30781625e-07   4.57456480e-07   2.70391938e-05   2.03949995e-07
    8.36040199e-05   7.60975638e-09]
 [  1.21320014e-07   5.34996865e-08   3.52145406e-08   3.03081961e-05
    9.88388598e-01   9.00225423e-05   6.66113181e-07   1.30927900e-03
    2.33566199e-04   9.94737074e-03]
 [  8.86503494e-06   1.17770401e-06   5.30408055e-04   1.70855276e-06
    1.87236132e-04   3.49710608e-05   9.99233961e-01   2.71557710e-08
    7.08568905e-07   9.65084610e-07]
 [  4.91540789e-07   5.66344305e-10   2.79640358e-06   5.30453859e-09
    9.99841452e-01   1.24055168e-05   1.56145359e-06   8.97404898e-05
    3.74480032e-06   4.78515030e-05]
 [  9.84269023e-01   2.97938278e-08   6.30407703e-06   1.52193781e-04
    2.87903168e-09   1.53962625e-02   1.32990328e-06   1.96225756e-06
    1.72096377e-04   7.92154140e-07]
 [  6.91579714e-07   2.97400038e-06   5.88456132e-05   8.88442969e-07
    2.01182684e-05   1.51953236e-05   9.99900460e-01   8.63553729e-10
    7.10443999e-07   8.05661813e-08]
 [  3.89922061e-04   5.56511804e-06   2.68277450e-04   1.99364964e-04
    1.24766841e-03   4.51792817e-04   6.06111826e-07   4.21933122e-02
    2.09355931e-04   9.55034137e-01]
 [  1.17414995e-04   1.29923236e-03   2.64595896e-02   8.48079920e-01
    1.58812269e-03   2.05791555e-03   1.60078453e-05   4.06775437e-02
    4.15141545e-02   3.81900258e-02]
 [  1.47436935e-04   1.70776630e-07   1.81437117e-05   6.87273976e-04
    8.33739591e-07   8.13869476e-01   2.15877590e-05   1.13601843e-07
    1.85246781e-01   8.18663466e-06]
 [  2.23286188e-04   3.46879801e-03   5.23103215e-03   3.74355853e-01
    4.59218194e-04   1.15699597e-01   2.66394520e-04   2.32918956e-03
    3.97875905e-01   1.00090727e-01]
 [  8.62920297e-06   8.55987366e-07   9.99487042e-01   2.11430506e-05
    3.62789706e-06   1.12508023e-05   1.38080140e-04   4.20124024e-06
    3.10141564e-04   1.51423101e-05]
 [  9.80207813e-04   1.24704806e-04   9.70386900e-04   4.19626886e-04
    8.31688085e-05   2.49565317e-04   4.08589176e-06   6.86955035e-01
    3.70614752e-02   2.73151785e-01]
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    2.37143575e-03   3.10354005e-03]
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    8.74414947e-03   4.93069068e-02]
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    2.64287624e-03   5.51058329e-04   3.11265990e-06   6.84416473e-01
    1.32774864e-03   2.79862016e-01]
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    4.18541022e-05   7.25754678e-01   6.87457987e-06   1.24792801e-03
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    9.98353958e-01   4.10898283e-05]
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    5.44606155e-05   3.56479548e-03]
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    7.55041910e-05   7.36182801e-06   8.05682157e-06   8.75836064e-04
    8.18200177e-04   1.40256496e-04]
 [  1.38009273e-05   1.00540346e-03   1.37679905e-04   1.30263553e-03
    2.74151466e-06   1.60359064e-04   1.12714460e-07   9.96819973e-01
    1.27562700e-04   4.29817883e-04]
 [  1.28693253e-04   1.84443306e-05   1.05332299e-04   1.39417200e-04
    9.69674766e-01   3.00720101e-03   5.93298755e-04   3.47942859e-03
    8.90668249e-04   2.19628271e-02]
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    3.25181572e-05   7.04902643e-03]
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    3.03399901e-07   9.57022421e-05   1.58536655e-03   3.45067815e-06
    5.46873256e-04   3.64782113e-06]
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    1.20131399e-05   2.15509813e-03]
 [  6.66755805e-05   3.06770857e-03   2.42835213e-03   3.55411903e-03
    3.13528464e-03   1.83616590e-03   7.38397567e-03   7.21392280e-05
    9.76613700e-01   1.84190611e-03]
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    3.66337481e-03   1.12820519e-04   9.93765116e-01   7.59039540e-06
    3.12401403e-06   7.21744291e-05]
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    4.55196277e-04   2.76381092e-04   1.71203353e-03   1.19234994e-03
    3.53470491e-03   7.86142715e-04]
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    2.20359128e-04   2.67503839e-02   3.93276205e-05   1.12236303e-03
    2.64648676e-01   1.42987445e-02]
 [  1.18084128e-04   1.14097513e-01   5.82864886e-05   1.18525878e-01
    1.20947786e-01   1.78552624e-02   4.47833627e-05   1.83415525e-02
    2.29490120e-02   5.87061763e-01]
 [  3.62926003e-05   9.73816931e-01   4.47180792e-04   4.66946425e-04
    2.29570083e-03   3.44440159e-05   9.52923583e-05   1.97281726e-02
    6.41905644e-04   2.43713474e-03]
 [  8.81027609e-06   9.97444987e-01   1.36355360e-04   1.20050460e-03
    2.46543295e-05   1.16487077e-04   4.55453119e-05   5.11591061e-05
    9.33826668e-04   3.76851422e-05]
 [  6.47152308e-03   3.38529259e-01   1.21212266e-02   2.36792006e-02
    3.05004651e-04   7.16130137e-02   2.30823280e-04   5.02213053e-02
    4.29154694e-01   6.76738471e-02]
 [  7.92725419e-04   1.47235723e-05   5.20574349e-06   3.76378372e-03
    1.73608782e-06   9.94528234e-01   3.99777446e-06   1.42128247e-05
    7.65414559e-04   1.09911663e-04]
 [  1.59301692e-06   1.15904568e-05   3.05287795e-05   1.29697460e-03
    1.79014208e-07   1.66224781e-05   1.68132605e-10   9.97353554e-01
    7.30977263e-06   1.28171151e-03]
 [  8.98613012e-04   8.05555761e-01   1.29024182e-02   9.30709578e-03
    5.59881504e-04   1.46244975e-05   3.66302254e-03   1.12751953e-03
    1.64310008e-01   1.66099530e-03]
 [  9.92161631e-07   6.96179470e-09   9.64533911e-07   2.38090547e-06
    1.49964468e-08   2.05881065e-06   6.93148525e-11   9.99651790e-01
    1.09983387e-06   3.40757513e-04]
 [  2.48207334e-06   5.65642866e-09   3.41376435e-04   3.03684260e-06
    1.25407110e-04   3.21089942e-06   9.99505758e-01   4.44168116e-08
    1.66575373e-05   2.07534367e-06]]
INFO:tensorflow:global_step/sec: 153.56
INFO:tensorflow:loss = 0.127837, step = 12601
INFO:tensorflow:probabilities = [[  9.99506354e-01   1.64543962e-10   1.53661745e-06   4.78346010e-07
    8.98301225e-12   4.91310959e-04   1.59047630e-07   9.37859497e-08
    1.07350914e-07   4.26087965e-09]
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    9.97504771e-01   1.56025108e-05]
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    6.37712719e-06   3.01112561e-03   7.03982878e-05   5.92122205e-06
    9.95963216e-01   2.54399274e-05]
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    4.28557627e-07   5.47642685e-06   4.77713646e-09   9.98718381e-01
    1.87808371e-04   6.08609989e-04]
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    9.58862662e-01   4.79142647e-03]
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    2.27877244e-05   3.25532630e-03]
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    1.67726390e-02   3.59385653e-04]
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    1.73797621e-03   1.20240282e-02]
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    1.88010599e-05   1.05374316e-02]
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    7.84624135e-04   1.23230089e-03]
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    1.31232388e-04   8.08958139e-05]
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    9.93722379e-01   1.29382708e-03]
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    6.89456798e-03   4.67633625e-04]
 [  7.76121676e-01   6.77877142e-06   1.67171974e-02   2.27767937e-02
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    2.17194576e-03   1.25953729e-05]
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    5.49871998e-04   4.81866664e-05]
 [  9.02231783e-04   1.82689910e-05   1.03370724e-02   2.46406416e-04
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    1.17537277e-02   9.48940158e-01]
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    9.03691426e-02   3.97912634e-04]
 [  1.62683218e-03   6.85413252e-05   7.22416863e-03   3.01008607e-04
    1.13888923e-03   9.44187772e-03   9.73624527e-01   1.13718420e-06
    6.55339565e-03   1.96277015e-05]
 [  7.56661175e-05   1.07573820e-02   6.19211532e-02   4.77259532e-02
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    3.94562026e-03   2.02337164e-03]
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    3.17931892e-07   4.83958895e-04   9.03639091e-07   3.47025200e-08
    1.65340069e-04   1.52722841e-05]
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    2.86051959e-01   2.99757589e-02   6.07692578e-04   5.73593704e-03
    4.81843799e-02   6.20901346e-01]
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    6.16896286e-05   9.95023441e-09]
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    1.39618181e-02   5.61127556e-04]
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    1.75620119e-06   3.33151633e-07]
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    4.39548254e-04   1.75923720e-04]
 [  4.22540866e-02   3.88736464e-03   1.36647644e-02   1.15283963e-03
    1.63661465e-02   8.71535063e-01   4.51507829e-02   3.46751837e-03
    1.42826862e-03   1.09318516e-03]
 [  1.10945239e-05   3.10440024e-04   8.44054666e-05   3.65896453e-03
    6.25510747e-03   1.02107253e-04   2.69928273e-06   2.67305207e-02
    5.01051871e-03   9.57834125e-01]
 [  1.10727351e-03   9.49317276e-01   1.66547752e-03   8.54673912e-04
    1.05308671e-03   5.16356109e-03   1.47892321e-02   8.73236786e-05
    2.56903600e-02   2.71620636e-04]
 [  8.88047725e-05   9.97215125e-07   7.93519199e-01   2.06275284e-01
    1.08631748e-05   2.52264022e-06   4.22427911e-05   1.42051049e-05
    4.47920756e-05   1.07294943e-06]
 [  4.31272656e-06   9.99209642e-01   3.09799361e-05   9.39268648e-05
    6.52386507e-06   2.80248605e-06   9.26489247e-06   3.84718180e-04
    1.91793792e-04   6.58637000e-05]
 [  6.32929778e-06   7.32723929e-05   9.36682991e-05   1.10593855e-05
    8.85794405e-04   3.92550457e-04   9.97191966e-01   2.94336445e-07
    1.33520295e-03   9.94841321e-06]
 [  7.14724709e-04   5.43056813e-05   1.01261551e-03   2.63413549e-05
    3.20778578e-04   1.60110906e-01   5.70041120e-01   4.74666905e-07
    2.67699569e-01   1.91187100e-05]
 [  4.09552085e-05   2.35316547e-05   2.02758864e-01   2.50750454e-04
    7.70395458e-01   2.56431504e-05   2.26626880e-02   1.53318548e-03
    4.30600849e-05   2.26597046e-03]
 [  3.85322164e-06   9.97524917e-01   4.32412722e-04   3.52729490e-04
    4.35770526e-05   1.29941600e-05   7.32232947e-05   4.57317255e-05
    1.49431999e-03   1.63837285e-05]
 [  1.03197561e-03   8.52877565e-06   4.72206593e-05   1.74626021e-03
    7.16021241e-05   9.84369755e-01   7.54043809e-04   1.30314729e-05
    1.11690806e-02   7.88446632e-04]
 [  1.00295629e-05   1.20355730e-06   4.72249172e-04   2.99595240e-06
    1.85694473e-04   2.73596797e-05   9.99290705e-01   1.68894218e-07
    4.16102284e-06   5.46962474e-06]
 [  7.52013657e-05   9.91130471e-01   6.71794813e-04   2.25237780e-03
    3.15686659e-04   1.24695318e-04   2.16685177e-04   2.03552353e-03
    2.98252329e-03   1.95171000e-04]
 [  4.74830849e-05   9.85680461e-01   1.19039603e-03   3.36500746e-03
    1.72377695e-04   2.30076068e-04   1.00752676e-03   8.01637943e-04
    7.45953154e-03   4.54593865e-05]
 [  2.20137390e-05   3.04189491e-08   4.23389520e-06   2.99595203e-03
    1.25979609e-08   9.96546805e-01   4.37205721e-08   1.01788260e-06
    4.23316873e-04   6.62617049e-06]
 [  7.55549772e-05   4.05996360e-07   7.02572521e-04   3.75375907e-06
    9.98465061e-01   8.55823055e-06   2.62339192e-04   5.45228613e-05
    2.93919176e-04   1.33436319e-04]
 [  8.84555727e-02   1.34258298e-03   2.04966784e-01   2.34552237e-04
    1.60266578e-01   1.87423155e-02   1.66197345e-01   3.03760171e-03
    2.99955279e-01   5.68014197e-02]
 [  6.88126238e-05   1.20478935e-05   2.42919159e-05   1.70612075e-05
    9.12081703e-07   3.97712504e-03   3.34211882e-06   3.63618324e-06
    9.95867968e-01   2.48266570e-05]
 [  5.14303792e-06   1.43485053e-07   5.30402133e-07   8.12014914e-05
    4.69262974e-04   2.73436744e-05   5.02550712e-09   4.42896597e-02
    3.65785709e-05   9.55090106e-01]
 [  7.69287464e-04   9.41393500e-06   9.66861808e-06   1.57636838e-04
    7.09526446e-08   9.93271649e-01   1.37982730e-04   4.28536441e-06
    5.63920615e-03   8.49009325e-07]
 [  1.29520072e-06   9.18055666e-05   7.74717424e-03   6.84125989e-04
    1.33817935e-06   1.49710349e-05   1.88243746e-07   9.91293728e-01
    1.11141439e-04   5.42810194e-05]
 [  1.24113171e-07   3.45784701e-06   2.03459331e-05   9.99838829e-01
    1.31988198e-09   5.48739627e-05   1.71264070e-09   5.61488014e-05
    1.72416840e-05   8.93288961e-06]
 [  1.16176481e-04   1.30515303e-02   2.84532434e-03   6.72079265e-01
    7.00115515e-06   3.32840756e-02   1.32367946e-04   2.88556639e-05
    2.78121412e-01   3.34030017e-04]
 [  5.22597053e-04   9.89759743e-01   1.81384827e-03   6.48674395e-05
    1.08642678e-04   8.42160516e-05   9.63167637e-04   1.43884798e-04
    6.49503991e-03   4.39755568e-05]
 [  3.06961083e-05   9.90330935e-01   3.35056357e-05   4.36209375e-04
    6.98365737e-04   7.14064983e-04   1.86667457e-04   6.23273721e-04
    5.86709054e-03   1.07924256e-03]
 [  3.93194978e-06   6.83011763e-07   1.13916701e-06   9.60038087e-05
    8.05607306e-06   1.58606945e-05   3.99406304e-08   9.99791920e-01
    7.96000040e-06   7.44120989e-05]
 [  8.53283040e-04   2.84388479e-05   3.46297398e-04   3.00754514e-02
    1.24634653e-06   9.67049599e-01   1.31371926e-04   3.05277331e-06
    1.42428908e-03   8.69098294e-05]
 [  9.98930318e-07   3.79997651e-08   8.68072311e-06   1.52634166e-05
    3.03999782e-02   1.19390243e-05   3.90537764e-07   2.72686535e-04
    8.16404528e-04   9.68473673e-01]
 [  6.22373227e-06   2.53877630e-08   9.98524725e-01   1.31626381e-03
    1.47499668e-09   2.81735009e-08   4.64967620e-09   6.85213138e-07
    1.51458255e-04   7.21502033e-07]
 [  9.96852577e-01   6.93763127e-08   9.22472507e-04   6.80718149e-05
    3.96425115e-09   1.82545697e-03   3.54171170e-05   8.36786967e-06
    2.84477195e-04   3.14080467e-06]
 [  1.14983086e-04   1.22534926e-04   6.68021245e-03   6.88755026e-05
    1.11540186e-03   8.60347121e-04   9.90841150e-01   2.46510026e-05
    1.41658253e-04   3.01749405e-05]
 [  9.98761773e-01   6.62235433e-10   9.37994701e-05   9.62193473e-04
    2.64281999e-11   1.29655542e-04   2.05018447e-09   1.12912066e-05
    9.52303162e-06   3.17753074e-05]
 [  2.65458561e-06   5.73015204e-05   1.18777039e-04   2.73335581e-06
    9.94779825e-01   4.43928802e-05   4.55131143e-04   1.08402470e-04
    3.90437641e-03   5.26517804e-04]
 [  4.43119963e-04   2.82250374e-04   2.70025164e-01   4.60446328e-02
    4.13573813e-04   4.42403398e-04   3.43405176e-03   1.82202639e-05
    6.78793311e-01   1.03239399e-04]
 [  8.28418197e-05   1.81353016e-07   1.69902909e-04   3.40975425e-03
    1.27159437e-04   9.88801360e-01   4.39006399e-05   2.15546856e-06
    5.75975515e-03   1.60297367e-03]
 [  1.89279597e-02   6.95330641e-07   2.19947815e-05   2.67517098e-05
    5.36962366e-03   1.31683762e-03   1.16816700e-04   9.62045074e-01
    1.20429504e-04   1.20538715e-02]
 [  6.98902222e-05   2.09045425e-06   1.36974473e-02   9.27993774e-01
    1.27509409e-07   3.07230475e-05   2.60845656e-08   3.52485404e-05
    5.79488277e-02   2.21805632e-04]
 [  4.34507499e-04   6.19110605e-03   8.99342587e-04   3.36847524e-03
    2.35072553e-01   2.85562547e-03   2.39397935e-03   1.10063571e-02
    8.79174843e-03   7.28986382e-01]
 [  5.25789474e-05   1.58793453e-04   4.68470884e-04   4.46750782e-05
    5.33188286e-04   2.68783362e-04   9.97994065e-01   1.99207776e-07
    4.65958321e-04   1.31734887e-05]
 [  2.75783009e-06   5.85471263e-08   1.85376593e-05   1.05390700e-06
    9.99146819e-01   3.22692031e-05   4.21243167e-05   1.11960813e-04
    5.80042397e-05   5.86309470e-04]
 [  1.06952775e-05   1.08792246e-05   1.86318975e-05   8.86231355e-05
    7.79543161e-01   3.81158490e-04   7.07522049e-05   1.05040881e-03
    5.85215108e-04   2.18240604e-01]
 [  4.58735049e-05   6.10545278e-03   3.66555527e-03   9.78486419e-01
    5.99751729e-06   6.03216095e-03   1.51989763e-04   1.74355937e-05
    5.43071376e-03   5.84259142e-05]
 [  3.87975189e-04   9.86969113e-01   3.24256951e-03   1.18581555e-03
    6.69264817e-04   1.44439735e-04   4.17144067e-04   5.54932980e-03
    9.33730335e-04   5.00559749e-04]
 [  1.69330306e-05   7.79233826e-03   7.23664016e-06   3.34074581e-03
    1.63540454e-03   4.66055842e-03   8.11937866e-07   5.12070209e-03
    1.38932443e-03   9.76035893e-01]
 [  5.31510123e-05   3.60513077e-05   2.81977141e-03   7.12480178e-05
    8.14059675e-02   4.52339737e-04   9.12293494e-01   8.19420908e-04
    1.65483297e-03   3.93713854e-04]
 [  1.42174642e-07   4.55147028e-06   9.97969806e-01   2.01999862e-03
    3.12287654e-08   6.32375308e-09   6.12824502e-09   1.68082545e-06
    2.45262390e-06   1.46001173e-06]
 [  6.04592685e-07   1.49564512e-04   2.26328662e-03   3.65648903e-02
    4.55389454e-06   9.67202595e-06   6.42349951e-09   9.60262239e-01
    2.74170761e-05   7.17765186e-04]
 [  1.58530776e-03   7.35084352e-04   3.66259292e-02   1.32734096e-03
    9.13079381e-01   2.94946227e-03   2.93763634e-02   8.09688994e-04
    9.33175441e-03   4.17977385e-03]
 [  9.58795786e-01   2.10452185e-07   3.60964041e-04   3.26208398e-02
    4.14033792e-07   2.20976281e-03   3.68727069e-06   9.81941921e-05
    3.64272320e-03   2.26739887e-03]]
INFO:tensorflow:probabilities = [[  5.56840852e-04   2.65641356e-05   6.10341202e-04   3.44263278e-02
    1.35842001e-03   9.47019637e-01   2.54159863e-03   5.01777504e-06
    1.14666661e-02   1.98866380e-03]
 [  1.67695060e-02   1.37643683e-05   2.73875688e-04   1.05727639e-03
    1.40360135e-04   9.47643459e-01   1.21966666e-04   9.47647076e-03
    1.49622420e-02   9.54104029e-03]
 [  6.38042650e-07   9.17680591e-05   9.99445498e-01   3.31657589e-04
    1.81863280e-09   1.94994482e-06   1.04118124e-06   6.58669876e-07
    1.26703235e-04   1.65928904e-09]
 [  7.62154571e-07   1.90271618e-04   1.81387039e-03   9.96729255e-01
    1.45964605e-05   1.69021168e-05   1.18468279e-06   4.14953043e-04
    3.52148112e-04   4.66038444e-04]
 [  1.40258999e-04   1.05613969e-06   9.74435097e-05   4.60404735e-05
    2.10246799e-05   1.60089239e-05   1.69511281e-07   9.60100591e-01
    3.26920301e-04   3.92506309e-02]
 [  9.33872819e-01   6.96706193e-05   5.33330534e-03   4.68082028e-03
    2.89417134e-04   5.06373197e-02   1.59821042e-03   2.16846145e-03
    1.10258372e-03   2.47409975e-04]
 [  7.05565151e-04   1.61220843e-04   9.49179928e-04   1.30870345e-03
    2.63141274e-01   4.05855896e-03   1.16720074e-03   5.66681996e-02
    6.53373031e-03   6.65306330e-01]
 [  4.10712877e-04   9.46188688e-01   4.19376418e-03   1.10241687e-02
    3.29121156e-03   8.60994565e-04   7.61059695e-04   1.06058130e-02
    1.02113411e-02   1.24523276e-02]
 [  2.71541474e-04   1.11375675e-06   3.17911175e-03   6.26252358e-07
    1.15864867e-04   2.96070993e-05   9.96389806e-01   1.07144391e-08
    1.12830548e-05   1.11308566e-06]
 [  3.51482140e-06   1.01514897e-05   5.60617736e-05   9.97318447e-01
    1.05267407e-06   3.49845359e-04   6.52122978e-08   4.71171952e-04
    2.31440936e-04   1.55817776e-03]
 [  4.02899384e-02   1.07323729e-06   4.98194888e-04   3.77150100e-05
    5.47120500e-08   8.29353452e-01   3.68769572e-04   2.77206382e-08
    1.29449934e-01   8.70154906e-07]
 [  3.95118434e-04   6.02062093e-03   1.80433132e-02   1.19293877e-03
    4.32812244e-01   1.83946099e-02   5.00633240e-01   7.03540584e-03
    9.87611897e-03   5.59640117e-03]
 [  2.54675251e-06   3.90930189e-04   4.06612031e-04   2.00885814e-03
    1.14267577e-05   9.30023743e-05   1.78182061e-04   3.24739608e-06
    9.96790349e-01   1.14742114e-04]
 [  1.98487716e-04   9.97432053e-01   5.18401619e-04   7.64259603e-04
    5.02905787e-05   2.29744648e-04   9.15944620e-05   9.81367120e-05
    6.05908397e-04   1.11566696e-05]
 [  1.27591353e-04   2.76289938e-04   9.26479876e-01   1.32931871e-02
    1.15491068e-02   6.53459877e-03   9.28276044e-04   3.12154210e-04
    3.72520015e-02   3.24695813e-03]
 [  6.70762302e-06   2.36783708e-05   2.20449620e-05   2.18429195e-04
    8.04118156e-01   5.47889329e-04   1.51885624e-05   9.12635773e-03
    4.59128432e-03   1.81330174e-01]
 [  1.12973702e-07   1.15230847e-08   2.90913772e-06   6.06106198e-07
    4.43354929e-06   4.20943215e-05   1.84473665e-05   5.08747576e-07
    9.99925733e-01   5.11134158e-06]
 [  1.17294498e-04   1.58040257e-05   7.94185416e-06   7.07573708e-05
    7.90045364e-04   1.02944055e-03   3.29530877e-07   9.78773296e-01
    1.00928912e-04   1.90941095e-02]
 [  1.67684557e-05   8.40577559e-06   1.83472491e-03   1.63207224e-04
    9.27652145e-05   2.15819618e-03   1.91859785e-04   3.61850766e-06
    9.95251179e-01   2.79309868e-04]
 [  2.09741720e-05   1.02190948e-04   7.01106046e-07   8.75499274e-04
    2.05080298e-07   9.93380547e-01   4.11519579e-07   7.33258348e-05
    5.41408919e-03   1.32165107e-04]
 [  1.64574099e-04   8.61748122e-03   6.50901049e-02   8.86025250e-01
    1.28863103e-05   1.41352328e-04   9.13802251e-06   3.12565384e-03
    3.67629901e-02   5.05783501e-05]
 [  3.59501337e-06   2.23239395e-03   9.88724172e-01   8.19223560e-03
    1.47322180e-05   3.03529414e-05   8.16328175e-05   9.63575417e-07
    7.19312055e-04   4.49434737e-07]
 [  6.06628537e-01   4.78707407e-05   2.06508458e-01   1.22995906e-01
    2.57185462e-07   5.92793599e-02   3.48277710e-04   4.60984324e-07
    4.19072714e-03   5.42260068e-08]
 [  1.53319110e-04   6.89383305e-04   2.92910496e-04   2.23014304e-05
    7.00417848e-04   6.37427554e-04   9.97215867e-01   1.15833484e-06
    2.83811969e-04   3.40932456e-06]
 [  6.55977465e-06   4.07443986e-06   1.15289423e-03   2.19878693e-05
    9.97446299e-01   5.14534368e-05   9.89364053e-05   8.85046204e-04
    3.89076413e-05   2.93913181e-04]
 [  7.66525336e-05   8.43076123e-06   7.35603622e-04   8.01785882e-06
    3.70643940e-03   1.61245844e-04   9.94334936e-01   1.68673444e-06
    9.64198785e-04   2.83885652e-06]
 [  7.93618528e-05   9.67906602e-03   5.17863482e-05   7.71868625e-04
    5.06456592e-04   8.23449064e-03   8.17076711e-04   3.90056637e-04
    9.78078902e-01   1.39096833e-03]
 [  1.08689419e-05   6.87693973e-05   2.42595692e-04   4.83211083e-03
    1.34022802e-01   3.33149126e-03   3.88663175e-05   9.09831095e-03
    3.89406867e-02   8.09413552e-01]
 [  1.49065572e-05   2.07956851e-04   5.20050386e-03   1.33615592e-02
    1.35365161e-04   1.06043171e-05   2.90339585e-07   9.77720499e-01
    7.10101682e-04   2.63815885e-03]
 [  1.26613459e-05   7.90655236e-07   6.75165575e-06   4.62437038e-06
    3.01857995e-06   3.48278882e-05   2.50238874e-09   9.97598469e-01
    7.90133254e-06   2.33103801e-03]
 [  1.66699429e-05   8.84931637e-07   1.21841085e-05   8.15593830e-06
    9.46610328e-07   5.14934618e-05   2.58872408e-08   9.99057472e-01
    1.82389031e-05   8.33919330e-04]
 [  7.94011521e-06   3.97875629e-05   5.86520546e-05   3.32600699e-04
    2.51729416e-05   1.73136050e-05   1.45578900e-08   9.97054577e-01
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    1.35002995e-03   9.27002329e-05]
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    3.60477134e-04   9.82992113e-01]
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    8.09803665e-01   3.89551111e-02]
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    4.84472992e-07   7.68822606e-09]
 [  5.14712781e-07   1.73003991e-06   6.78755157e-07   1.46274324e-05
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    1.23899124e-04   5.43011178e-04]
 [  2.90190290e-08   1.88140562e-04   9.99186099e-01   4.66095516e-04
    2.18392575e-08   8.30210354e-07   3.61374163e-07   1.74150728e-07
    1.58309689e-04   4.35406271e-08]
 [  2.21972819e-03   2.79302240e-05   4.34778491e-03   5.27991622e-04
    1.35257677e-03   3.19745392e-04   5.13958439e-05   3.43851410e-02
    5.01699455e-04   9.56265986e-01]
 [  1.73254721e-05   7.67086203e-06   6.11732830e-05   8.77953134e-05
    5.53590385e-03   1.00824218e-04   2.72391867e-06   8.53760540e-03
    1.42728654e-03   9.84221697e-01]
 [  6.05070090e-06   2.48404394e-04   1.37105017e-04   9.96020257e-01
    1.53683197e-06   3.29197384e-03   7.73126339e-06   4.67189739e-06
    2.58187385e-04   2.42038659e-05]
 [  1.25457996e-06   1.74509562e-08   8.01877817e-08   1.90669351e-04
    3.30877992e-05   1.56480051e-03   5.48167769e-08   9.91676092e-01
    5.75480335e-05   6.47643255e-03]]
INFO:tensorflow:global_step/sec: 155.286
INFO:tensorflow:loss = 0.248593, step = 12701
INFO:tensorflow:probabilities = [[  6.45307364e-06   1.02114711e-06   1.21267994e-05   9.99960423e-01
    8.19486035e-10   1.34832517e-05   6.93434365e-10   5.16491082e-06
    8.16213799e-07   6.31731268e-07]
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    4.84407647e-05   7.53332046e-08]
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    1.02100533e-03   7.97851710e-04]
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    7.27296248e-02   5.02736599e-04]
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    1.78932003e-03   3.86179920e-04]
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    1.91734405e-04   1.10507062e-05]
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    8.72005694e-05   6.86987722e-03]
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    7.52046446e-07   1.62380398e-04   6.09028916e-08   9.96973753e-01
    4.89024706e-06   2.17836132e-04]
 [  1.97909728e-07   4.78304137e-05   4.05681058e-05   6.70440137e-01
    3.67777102e-05   1.42408069e-03   7.16690565e-08   3.04125194e-02
    1.89268235e-02   2.78670996e-01]
 [  2.04025549e-04   8.97702694e-01   5.80749847e-03   9.12870001e-03
    4.26492933e-03   1.03333620e-02   1.05046995e-04   3.43468785e-02
    3.67379300e-02   1.36888318e-03]
 [  3.16879664e-06   9.96336341e-01   6.04598084e-04   4.92149731e-04
    4.68719700e-05   2.80270353e-04   8.68007774e-05   1.17361878e-05
    2.13068957e-03   7.19641730e-06]
 [  1.29650638e-04   9.22920287e-01   6.40946766e-03   5.26432320e-03
    1.74546370e-03   1.68815925e-04   1.23346515e-04   5.63762821e-02
    1.94423541e-03   4.91826655e-03]
 [  1.15869530e-04   2.73766909e-05   6.71350071e-03   4.65469435e-04
    1.86856778e-04   5.07264456e-04   1.57172952e-04   6.40637882e-05
    9.91002500e-01   7.59975752e-04]
 [  2.34163199e-05   4.32889163e-03   2.62885267e-04   9.88668859e-01
    1.06017702e-04   2.72870366e-03   2.57742195e-05   1.11178306e-04
    3.39409546e-03   3.50116112e-04]
 [  6.16650213e-05   1.21535402e-06   6.94377886e-05   3.45806871e-03
    4.50026573e-06   9.63824034e-01   4.76068381e-05   7.36423601e-07
    3.21443677e-02   3.88486806e-04]
 [  1.73580270e-06   9.98531818e-01   4.96666944e-05   5.75222308e-04
    4.62674763e-07   2.56063026e-06   7.12373730e-06   9.63070579e-06
    8.05036456e-04   1.66496720e-05]
 [  1.61768554e-03   1.72847640e-02   1.00110192e-02   8.09187710e-01
    1.89538451e-03   8.36750399e-03   6.70408335e-05   1.89311299e-02
    1.18190935e-02   1.20818749e-01]
 [  1.37705374e-05   2.43356656e-02   3.26045789e-04   2.31571496e-03
    2.30862541e-04   9.66876924e-01   5.29951321e-05   1.29741224e-04
    5.69631020e-03   2.18954410e-05]]
INFO:tensorflow:probabilities = [[  3.64033269e-07   6.23208507e-07   1.85886220e-05   3.24626157e-08
    9.98757839e-01   5.17233548e-06   1.18268095e-03   9.91384127e-07
    1.47471819e-05   1.90354840e-05]
 [  7.83321138e-06   2.57607680e-05   9.98949826e-01   9.64671839e-04
    9.68205882e-07   3.81051819e-07   5.13118630e-06   1.17901254e-05
    3.36217090e-05   1.77365507e-07]
 [  4.32082888e-05   1.60926487e-03   1.77226646e-03   1.13076188e-04
    5.78715757e-04   9.47891458e-05   9.94898856e-01   1.57387240e-06
    8.85018380e-04   3.32821332e-06]
 [  3.33200558e-04   4.38715215e-04   2.67492869e-04   1.51295704e-03
    2.69658212e-03   6.78144686e-04   3.94724475e-06   2.39428859e-02
    2.88199876e-02   9.41306055e-01]
 [  9.92652774e-01   1.72034706e-05   2.87150987e-03   1.08419990e-04
    7.20480284e-06   3.24489758e-03   6.79722987e-04   1.40858456e-05
    3.44617671e-04   5.95957172e-05]
 [  9.12517862e-06   2.33626270e-06   5.25097502e-03   8.38676991e-04
    1.41452858e-07   1.35918617e-05   3.78920589e-07   1.24190433e-06
    9.93880033e-01   3.44696218e-06]
 [  7.64438557e-03   1.03397027e-03   3.08349892e-03   1.26504498e-02
    1.86542332e-01   1.15784600e-01   6.40210152e-01   7.29290827e-04
    5.45280147e-03   2.68684532e-02]
 [  7.11839125e-02   2.84764823e-03   5.25426585e-03   2.64839232e-01
    1.56299458e-04   6.29162610e-01   2.26948056e-02   4.14548558e-04
    3.27485311e-03   1.71840584e-04]
 [  2.83158792e-04   2.30708136e-03   2.00715079e-03   1.41244262e-01
    8.13147277e-02   1.10763185e-01   2.78608431e-03   1.91450547e-02
    5.80605090e-01   5.95442168e-02]
 [  2.45934119e-04   1.65104865e-07   1.30869666e-05   2.79094666e-01
    1.38344475e-07   6.71261251e-01   2.27127700e-07   1.05760421e-06
    4.93349507e-02   4.85920900e-05]
 [  6.28674170e-05   8.74828454e-03   9.60042775e-01   2.81628240e-02
    6.42388522e-06   1.64073608e-05   2.20078719e-03   3.66824452e-07
    7.59249553e-04   4.67157912e-09]
 [  9.98171449e-01   6.60836520e-07   9.17967816e-04   5.10472804e-04
    3.09575921e-06   7.93135041e-06   1.41453856e-04   2.67603482e-05
    1.69458013e-04   5.05442113e-05]
 [  2.16553948e-04   3.55464756e-03   1.16505791e-02   9.28279877e-01
    1.44217574e-05   5.24398871e-02   1.48730920e-04   1.75199475e-05
    3.65583692e-03   2.19836147e-05]
 [  9.99965429e-01   4.09781808e-09   8.52501580e-06   2.47774801e-06
    1.30638380e-08   1.59371593e-05   3.75249010e-06   3.43534566e-07
    3.48200342e-06   2.29190942e-08]
 [  9.64707017e-01   3.76493972e-06   8.58140737e-03   4.16158233e-04
    2.17911715e-04   7.01103345e-05   6.24461158e-04   2.46042502e-04
    4.92291013e-03   2.02101655e-02]
 [  9.14035857e-01   3.03683011e-03   7.10671488e-03   1.23684965e-02
    4.84168384e-04   4.31206264e-03   3.40547785e-02   8.81050189e-04
    2.19227206e-02   1.79744081e-03]
 [  1.80071266e-03   7.86526874e-03   1.11018075e-02   6.51162211e-03
    7.23640574e-03   2.14451971e-03   2.31106271e-04   7.98117101e-01
    1.96160655e-03   1.63029969e-01]
 [  2.22159162e-01   1.23289851e-07   7.15889328e-05   8.53607431e-03
    1.76230621e-08   7.55189478e-01   2.11345923e-06   1.36558572e-02
    6.78601500e-05   3.17741389e-04]
 [  4.27376062e-06   3.85011170e-08   8.59545162e-06   1.80913935e-06
    2.56096337e-06   1.20420855e-05   9.99807179e-01   7.19697280e-09
    1.63477351e-04   4.02715283e-09]
 [  6.54329138e-04   5.18574053e-03   1.50195546e-02   8.43014475e-03
    5.02523081e-03   4.77661053e-03   7.70453771e-04   1.71796931e-03
    9.12888885e-01   4.55310792e-02]
 [  7.85559416e-04   9.79543529e-07   5.53167716e-04   9.70894396e-01
    5.54733290e-08   5.36010554e-03   2.32051818e-08   1.56171859e-06
    2.21988484e-02   2.05413497e-04]
 [  3.24403049e-06   1.43303851e-06   3.41124251e-05   1.29633525e-04
    6.36916241e-07   1.03421316e-05   1.91616478e-09   9.97623146e-01
    2.23854950e-05   2.17501633e-03]
 [  3.70568432e-06   3.09859297e-06   9.98924196e-01   7.59105838e-04
    2.50420840e-06   2.18056289e-06   1.11345912e-06   2.31274662e-05
    2.08333076e-04   7.26579528e-05]
 [  1.67779435e-04   4.46298305e-04   9.95846212e-01   1.27352920e-04
    1.59146672e-04   6.07198672e-05   3.28966154e-04   1.99060596e-05
    2.70562619e-03   1.37897019e-04]
 [  1.52942841e-04   6.47976922e-05   5.54193044e-04   3.95712495e-01
    2.06678305e-05   2.20644590e-03   1.90242687e-07   3.96827877e-01
    1.36252912e-02   1.90835014e-01]
 [  3.62202758e-04   4.21201484e-03   9.72248554e-01   2.46930518e-03
    7.83769065e-05   3.58868623e-04   1.88975781e-02   4.97786896e-05
    1.31404086e-03   9.43485975e-06]
 [  2.82889814e-04   1.57258237e-05   1.12262545e-02   1.85749741e-04
    9.60776627e-01   9.67944434e-05   5.71240345e-03   8.25977651e-04
    2.22682109e-04   2.06550155e-02]
 [  1.43625393e-05   3.26867739e-04   1.68874476e-03   3.45898275e-06
    2.06805505e-02   1.16440184e-04   9.75235283e-01   3.76223875e-06
    1.80182792e-03   1.28693981e-04]
 [  2.54420793e-05   3.15517783e-02   9.06739414e-01   2.45033633e-02
    5.74166006e-06   1.59401985e-04   8.78479914e-05   3.50651555e-02
    1.85625558e-03   5.64997026e-06]
 [  2.55214059e-06   1.41576537e-08   6.59093246e-07   3.86953707e-06
    2.06071468e-06   2.68147528e-06   1.61306846e-09   9.99552906e-01
    1.99554233e-06   4.33250505e-04]
 [  1.70337880e-04   9.42679107e-01   1.26824714e-04   5.46775712e-03
    1.71819964e-04   3.35851015e-04   4.80188261e-04   2.39508087e-03
    4.64909561e-02   1.68188661e-03]
 [  1.87210128e-06   1.27078348e-09   9.04740591e-06   9.36239594e-05
    1.30525879e-09   1.19557888e-06   6.44608152e-12   9.99888301e-01
    5.26296553e-08   5.90266882e-06]
 [  9.95827377e-01   1.30434630e-09   8.86662474e-06   2.20296829e-06
    1.35425826e-09   4.15860768e-03   1.16491856e-06   1.21679136e-07
    5.91032460e-07   8.96361939e-07]
 [  9.99140143e-01   1.59438738e-08   3.30610259e-04   1.72692962e-05
    6.90027150e-07   9.01512176e-05   1.63724835e-04   5.48456364e-06
    2.01582137e-04   5.02535258e-05]
 [  8.90760748e-06   9.82791884e-04   7.64025142e-04   3.88800316e-02
    9.18191625e-04   6.52198156e-04   1.20369232e-05   1.86644713e-04
    9.12556767e-01   4.50383611e-02]
 [  6.80236088e-04   6.41077713e-05   2.45102474e-05   1.27011212e-03
    7.60001689e-03   6.45100474e-01   9.67210508e-05   5.55269383e-02
    1.75994813e-01   1.13642074e-01]
 [  7.51374287e-08   3.31242365e-04   9.98893321e-01   3.08028364e-04
    5.32355170e-06   1.84590846e-07   4.52198234e-04   1.44703142e-06
    8.04708270e-06   7.97924127e-09]
 [  2.97616339e-06   3.66077147e-04   8.48282129e-04   9.96982276e-01
    3.18480234e-05   1.05213223e-03   3.80116217e-06   2.44391686e-06
    7.02859426e-04   7.09531150e-06]
 [  1.84552860e-03   8.96845304e-04   8.94531727e-01   4.70871292e-02
    2.14218758e-02   1.46003289e-03   5.98192541e-03   6.53298479e-03
    3.16501479e-04   1.99254081e-02]
 [  1.41519024e-06   3.87824002e-06   2.27936061e-06   1.83768541e-04
    1.57044624e-07   4.07243351e-05   3.96507160e-10   9.99332488e-01
    1.61821220e-06   4.33665235e-04]
 [  9.94967163e-01   8.30283220e-09   1.05512681e-05   2.65872659e-04
    1.79397794e-08   4.61364724e-03   5.40493165e-05   5.23859962e-05
    3.41893756e-05   1.97861664e-06]
 [  1.69163046e-04   1.16158463e-03   7.19123986e-04   1.06630294e-04
    2.06675916e-03   8.26190109e-04   9.92603242e-01   4.60672072e-06
    2.23441259e-03   1.08292035e-04]
 [  1.00003020e-03   1.96654946e-05   1.35258911e-03   3.17568483e-04
    6.76522905e-05   2.77504267e-04   8.04233696e-06   9.70863461e-01
    3.83344130e-04   2.57101879e-02]
 [  7.08660009e-05   7.52585232e-02   5.38977003e-03   2.08136402e-02
    4.79277787e-06   2.52687884e-03   1.13755198e-06   8.83617997e-01
    1.06766466e-02   1.63962238e-03]
 [  1.31854840e-05   1.40441358e-07   7.56001145e-06   1.27306354e-04
    3.82754615e-06   3.74059519e-03   2.91921026e-07   7.26659317e-04
    9.94957268e-01   4.23233403e-04]
 [  5.51986386e-06   5.92618392e-07   1.48529216e-05   9.99380708e-01
    1.07482823e-08   5.66185743e-04   2.31791883e-08   1.32638411e-06
    2.99834464e-05   8.44116414e-07]
 [  1.37161827e-04   2.23651114e-06   7.46298974e-06   5.67492656e-03
    2.23346535e-04   6.42301340e-04   1.06649497e-06   7.00578513e-03
    3.17919184e-03   9.83126581e-01]
 [  5.89777010e-05   4.47241337e-06   9.56709846e-04   9.93361473e-01
    8.16236962e-08   7.62750506e-06   1.32162242e-07   1.22575102e-06
    5.59055805e-03   1.88072408e-05]
 [  1.52229320e-03   4.11237925e-05   3.10123581e-02   1.79820597e-01
    3.33359822e-05   7.29112234e-03   1.51643559e-04   2.02900014e-06
    7.80109048e-01   1.63576024e-05]
 [  9.21841638e-06   5.52335132e-06   3.36744793e-04   6.30657523e-05
    2.30643377e-02   7.90443301e-05   3.56169985e-05   3.59347410e-04
    1.23271544e-03   9.74814355e-01]
 [  1.82355452e-05   2.68449603e-05   6.16328674e-04   9.97035742e-01
    5.52339259e-07   2.17715907e-03   5.78474101e-07   1.81428709e-06
    1.20961471e-04   1.62639697e-06]
 [  9.94146831e-05   1.55390251e-06   6.02672662e-06   6.12963486e-05
    6.17681337e-07   2.38321190e-05   2.06900985e-08   9.98826325e-01
    2.99650264e-06   9.77962394e-04]
 [  3.84396253e-06   3.72201362e-06   9.98820722e-01   3.76416050e-04
    2.11311431e-04   3.12533848e-05   3.02211120e-04   6.68863720e-08
    2.48982629e-04   1.42083866e-06]
 [  3.84974701e-05   6.00515050e-04   5.57098829e-05   1.14734937e-03
    3.87900473e-05   7.85835378e-04   4.76446360e-07   9.56257224e-01
    7.17046554e-04   4.03586291e-02]
 [  5.18634488e-06   1.23648164e-07   1.82718827e-06   6.37223420e-05
    4.69090475e-04   4.84792436e-05   1.19873505e-07   9.33359284e-03
    9.71068279e-04   9.89106834e-01]
 [  4.28845715e-06   4.13850074e-07   4.84934560e-07   2.31202575e-05
    4.24854397e-06   2.15913260e-05   2.87012947e-09   9.95841563e-01
    2.28293220e-06   4.10205638e-03]
 [  1.77052352e-05   9.89918649e-01   7.36196991e-04   4.57557570e-03
    4.06627281e-04   6.02947548e-05   9.48855522e-05   1.24174007e-03
    2.15371232e-03   7.94377294e-04]
 [  3.11852054e-04   9.95345652e-01   4.45404847e-04   3.43051157e-04
    4.96912107e-04   5.86659989e-05   3.38169019e-04   2.48540047e-04
    2.32884777e-03   8.29125638e-05]
 [  1.66930640e-05   2.73185901e-06   2.65689359e-05   1.11745831e-04
    5.19886999e-05   4.72296488e-05   1.16378601e-06   9.94997740e-01
    1.28121028e-04   4.61608823e-03]
 [  3.85947083e-03   3.13471844e-08   2.60364159e-05   1.84008240e-04
    2.28016916e-06   9.79046881e-01   1.17814979e-02   2.75774847e-09
    5.09685371e-03   2.95014206e-06]
 [  8.99447878e-06   7.18437491e-07   1.11450709e-06   3.16691730e-05
    9.67439592e-01   3.64299375e-03   8.47656975e-06   1.25988340e-02
    2.69029115e-04   1.59986522e-02]
 [  9.49961543e-01   5.84155977e-08   7.14234775e-03   3.85120958e-02
    7.53506768e-08   3.63690802e-03   7.42768691e-07   4.65171848e-04
    3.04867153e-05   2.50330195e-04]
 [  2.08902362e-04   2.15105771e-07   5.53292812e-05   8.40672237e-06
    6.34758294e-01   3.55166630e-05   1.29833570e-04   2.08488971e-04
    4.86411067e-04   3.64108652e-01]
 [  8.90681531e-06   6.11649625e-07   1.01957005e-06   4.77211215e-05
    6.37805648e-03   5.45786024e-05   3.13821715e-07   5.70104399e-04
    4.03895596e-04   9.92534757e-01]
 [  9.18423102e-05   6.92601247e-07   1.18102366e-03   1.43040415e-06
    4.68157705e-05   5.80095184e-05   9.98594701e-01   4.66148919e-07
    7.62633817e-06   1.73635999e-05]
 [  2.01209559e-06   3.94700555e-06   8.75551268e-06   8.32462028e-05
    1.72210463e-07   4.20540573e-06   7.40642436e-10   9.97085273e-01
    1.88479335e-05   2.79343338e-03]
 [  6.64285243e-01   5.13259787e-04   5.77564398e-03   8.09364137e-04
    1.39700603e-02   4.96877730e-03   2.40876108e-01   9.72683425e-04
    2.63351686e-02   4.14936841e-02]
 [  1.02788147e-06   7.07420398e-08   5.36527978e-06   4.00835006e-06
    7.12355686e-08   3.93250701e-07   5.36293857e-11   9.99801576e-01
    1.79244083e-07   1.87244441e-04]
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    2.27433543e-06   3.25057805e-02]
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    1.74652905e-05   3.02363787e-08]
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    1.12105971e-02   6.66492968e-04]
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    5.53037971e-05   6.42314879e-03]
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    1.04500982e-03   2.00719933e-05]
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    3.45541135e-04   1.39767630e-03   1.67620624e-06   9.08116460e-01
    2.30829138e-03   6.47210628e-02]
 [  7.31046794e-06   3.00127922e-05   2.62652263e-02   1.12484498e-02
    4.14160866e-04   7.34060959e-05   2.88382798e-05   5.43706592e-05
    9.61011291e-01   8.66934133e-04]
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    1.17510115e-03   1.35751092e-03   5.33187471e-04   6.91036345e-04
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    3.89659638e-03   2.98325933e-04]
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    1.07601612e-04   1.46936451e-04]
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    2.56747489e-06   4.79782140e-03   3.77862557e-06   5.24053583e-08
    1.06148655e-03   1.57698105e-06]
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    2.48173065e-02   6.43921077e-01   2.02486699e-04   6.66794553e-03
    1.52069668e-03   2.65886366e-01]
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    7.44227290e-01   1.29836018e-03   1.97504520e-01   1.58997951e-03
    2.96164863e-03   5.29519049e-03]
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    3.00087777e-07   3.39743042e-06   1.24920541e-09   9.95566666e-01
    8.55352482e-05   3.58688273e-03]
 [  6.96807983e-05   1.80735879e-05   4.93951561e-03   2.66102325e-06
    9.84312236e-01   7.50965613e-04   8.38651322e-03   2.35523708e-04
    1.01123657e-03   2.73587735e-04]
 [  1.70925213e-03   3.24067919e-08   1.72242869e-06   3.62859791e-05
    6.54581236e-05   2.23621516e-03   6.90444111e-08   9.67825592e-01
    1.41052105e-05   2.81112697e-02]
 [  1.01417181e-05   5.52618876e-03   4.66611004e-04   3.64005542e-03
    9.47240353e-01   3.92986508e-03   3.09363985e-03   2.14946951e-04
    2.79393215e-02   7.93883763e-03]
 [  1.30501308e-03   3.40875340e-05   4.17930452e-04   3.52294737e-05
    2.73429294e-04   3.23126151e-04   9.97257411e-01   1.50482219e-05
    3.23514978e-04   1.52572056e-05]
 [  7.29833409e-05   1.03268787e-04   9.77814314e-04   7.35789354e-06
    7.99773770e-05   1.52996639e-04   9.95533109e-01   1.71243798e-07
    3.06682172e-03   5.46596220e-06]
 [  2.56659754e-04   1.18245058e-04   1.60043931e-03   9.69181478e-01
    1.07023538e-04   2.17750156e-03   3.22498636e-06   1.71072478e-03
    1.47197377e-02   1.01249181e-02]
 [  4.24816646e-03   4.68860306e-02   5.09097148e-03   2.33566412e-03
    2.86191725e-03   3.05719282e-02   8.44372034e-01   3.45162043e-05
    6.29898980e-02   6.08825649e-04]
 [  2.05497141e-03   5.54500031e-04   1.12627307e-02   1.15091761e-03
    1.07498126e-04   6.27285452e-04   9.84185278e-01   6.03155570e-08
    5.64210350e-05   2.05023881e-07]
 [  2.31341444e-04   7.16338109e-04   2.86249007e-04   1.34949735e-03
    1.16397887e-01   6.89551001e-03   2.19575013e-05   2.47131497e-01
    3.68974957e-04   6.26600683e-01]]
INFO:tensorflow:global_step/sec: 158.078
INFO:tensorflow:loss = 0.170494, step = 12801
INFO:tensorflow:probabilities = [[  1.58952389e-06   9.77057516e-06   7.69229839e-04   4.44755387e-05
    9.37944531e-01   4.46145626e-04   1.41531869e-03   2.51802470e-04
    2.09986791e-02   3.81185599e-02]
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    1.43455004e-03   5.46664756e-04]
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    1.05452568e-06   2.83238391e-04]
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    1.02267240e-05   1.53315239e-04   2.57122724e-06   1.46453362e-03
    1.02614753e-01   1.22515063e-04]
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    3.44513194e-03   1.26018526e-03]
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    2.30775233e-02   1.98830888e-02]
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    1.26337539e-03   1.06125683e-01]
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    7.87687115e-03   9.84491169e-01]
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    1.91194622e-03   4.63968399e-06]
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 [  1.44681212e-06   5.77147421e-06   8.43057816e-04   2.23221234e-03
    2.11407405e-06   1.54086465e-05   2.05253073e-07   2.82326387e-03
    9.93680954e-01   3.95537762e-04]
 [  8.03315052e-05   1.60898769e-03   8.37650499e-04   1.78499147e-03
    2.61138684e-05   1.23938589e-04   2.31253125e-06   9.75947917e-01
    8.56215076e-04   1.87316854e-02]
 [  1.35752098e-05   1.62129127e-05   9.98353958e-01   4.15871677e-04
    2.56705988e-07   1.23289110e-05   5.46509636e-06   1.10984722e-03
    6.14197561e-05   1.11284107e-05]
 [  5.55359293e-03   4.52709012e-03   5.23149176e-03   1.33907765e-01
    2.29722597e-02   7.30040193e-01   3.12782750e-02   5.54399623e-04
    5.10363691e-02   1.48985572e-02]
 [  3.35443707e-04   1.47364717e-02   1.50949890e-02   9.56492960e-01
    4.43519752e-07   1.14373481e-02   2.07574612e-05   1.64559882e-04
    1.71621912e-03   7.37352480e-07]
 [  2.15166392e-06   6.14635283e-05   6.98536052e-04   9.98631060e-01
    6.97390760e-07   2.08496305e-04   4.42459452e-07   6.18923468e-06
    3.55552969e-04   3.53162759e-05]
 [  2.38512966e-05   3.06701986e-04   4.92780091e-05   3.66445020e-04
    8.64364684e-01   3.04958201e-03   4.24282975e-04   1.15942853e-02
    5.37444465e-03   1.14446335e-01]
 [  1.03315515e-02   2.34168851e-06   1.05898442e-04   1.09753200e-05
    3.97640455e-04   9.76771116e-01   3.33096366e-04   6.35233067e-04
    1.08749559e-02   5.37278422e-04]
 [  9.95043278e-01   3.10149098e-08   4.58660675e-03   5.32377162e-05
    1.52564308e-08   1.49662839e-04   7.35671483e-06   1.84401288e-05
    1.38894844e-04   2.54730048e-06]
 [  2.30646874e-05   2.26631237e-05   1.32790548e-04   2.37882196e-05
    9.59380486e-05   1.93339976e-04   9.99453008e-01   1.66419927e-08
    5.53045211e-05   6.13247551e-08]
 [  2.21053546e-04   4.47004204e-05   1.70176383e-03   8.75458063e-05
    7.67741352e-02   1.72107262e-04   1.07993146e-04   1.29589126e-01
    1.06207444e-03   7.90239513e-01]
 [  2.62407959e-03   9.50534225e-01   9.91526432e-03   2.90217833e-03
    1.47639681e-03   3.77401616e-03   1.00892643e-02   2.44134921e-03
    1.47243440e-02   1.51890365e-03]
 [  5.93616096e-05   8.40951316e-03   1.61231146e-03   1.03817380e-04
    3.97412339e-03   6.09495153e-04   9.84590530e-01   2.30522278e-06
    6.23108703e-04   1.54155605e-05]
 [  5.69454073e-07   2.93616813e-06   3.59793012e-05   1.96586757e-06
    3.67453112e-03   8.14660598e-05   9.96038795e-01   8.62969387e-07
    1.56128604e-04   6.74274543e-06]
 [  1.72613177e-03   2.02491174e-05   1.90982566e-04   6.24098102e-05
    6.82273298e-04   9.84939098e-01   1.72084488e-04   1.59958692e-03
    9.05508921e-03   1.55212509e-03]
 [  5.35542099e-03   9.69533644e-08   9.93407845e-01   1.97748566e-04
    5.93950460e-07   8.54159225e-06   7.21186880e-05   2.77497122e-07
    9.08420188e-04   4.90540588e-05]
 [  9.97485638e-01   1.32847205e-07   1.92285946e-03   1.00597151e-06
    5.24850702e-06   1.70424319e-04   3.19020939e-04   5.92778779e-05
    2.84052317e-06   3.35687218e-05]
 [  2.95584687e-06   1.57013937e-06   4.01635887e-04   9.99300599e-01
    8.01055444e-10   1.96690336e-04   8.12992784e-09   7.45675663e-07
    9.27029250e-05   3.09549500e-06]
 [  2.77503441e-05   1.19808118e-03   6.11590147e-01   5.54591883e-03
    2.36550157e-04   3.47122386e-06   7.98823567e-06   3.80651027e-01
    7.42187403e-05   6.64709427e-04]
 [  4.34401599e-08   2.98876941e-08   2.27344657e-07   4.75754490e-07
    9.95421469e-01   4.15007344e-06   8.24884628e-05   1.12536363e-05
    3.79073317e-04   4.10064682e-03]
 [  4.00607754e-03   1.48346359e-07   9.06300498e-04   9.89495493e-06
    3.48948431e-03   2.73234527e-05   4.37609669e-05   2.60353135e-03
    1.37352839e-03   9.87540007e-01]
 [  1.06076128e-03   7.29103631e-05   9.44009153e-05   7.99975358e-04
    1.25828339e-02   9.68957603e-01   1.73811597e-04   6.90175127e-03
    4.83724196e-03   4.51853126e-03]
 [  1.25915194e-05   9.95623395e-07   9.89280283e-01   2.00797178e-04
    1.13565033e-08   3.42424755e-07   3.97808037e-07   1.46483359e-07
    1.05045037e-02   3.76054707e-08]
 [  1.15895949e-04   3.28894763e-04   1.06185689e-04   1.37132127e-03
    1.87379494e-02   1.47634360e-03   1.64305202e-05   1.19287364e-01
    5.64962451e-04   8.57994676e-01]
 [  1.01755242e-04   1.49048788e-06   2.82424685e-06   1.42671715e-05
    1.71524021e-04   7.24826750e-05   3.52396796e-08   9.58511174e-01
    1.02867798e-05   4.11141925e-02]
 [  2.52602149e-05   1.12659575e-06   3.84876512e-06   9.37369769e-05
    2.91740707e-05   9.98827636e-01   1.59032992e-04   1.62446941e-05
    8.28246295e-04   1.57434988e-05]
 [  2.94066140e-05   1.23778440e-03   9.89349246e-01   1.01700146e-03
    1.33032347e-06   1.78299335e-04   6.89108811e-06   9.26544599e-05
    8.07033665e-03   1.70462554e-05]
 [  2.00183222e-05   8.79386050e-07   1.60089930e-05   2.10765916e-06
    9.97112989e-01   8.21928406e-05   9.31115646e-05   1.11587299e-03
    2.37549539e-04   1.31937419e-03]
 [  8.55358448e-05   5.96974553e-11   8.72598971e-09   4.41073240e-07
    2.31172839e-06   4.38890303e-04   2.38275039e-10   9.97479022e-01
    1.57873978e-06   1.99216581e-03]
 [  1.05093321e-04   9.93065953e-01   6.25331653e-04   1.67713442e-04
    1.35120456e-04   6.91585810e-05   1.56232229e-04   1.90493057e-03
    3.75180366e-03   1.86676425e-05]
 [  4.38195828e-04   5.99966897e-03   7.31472974e-04   2.06821963e-01
    1.68949421e-02   1.94073897e-02   4.22034151e-04   1.24213216e-03
    1.28018260e-01   6.20023966e-01]
 [  1.03279417e-04   1.05524538e-04   3.72168666e-04   3.35059740e-05
    9.04554546e-01   4.70223051e-04   1.06542115e-03   1.86704623e-03
    3.66945955e-04   9.10612419e-02]
 [  3.60821650e-05   3.61810562e-05   3.53308453e-04   1.59695094e-06
    9.88511443e-01   3.63241951e-03   5.60829137e-03   1.00190009e-04
    1.33400480e-03   3.86346685e-04]
 [  5.51836602e-05   2.10780149e-06   4.27458799e-05   5.26129210e-04
    4.24028767e-05   9.95037258e-01   1.70913350e-03   1.54920187e-07
    2.55033933e-03   3.46154520e-05]
 [  9.99982715e-01   1.18678661e-11   7.29733244e-07   9.58571444e-09
    4.61599869e-10   1.53823657e-05   3.49287433e-07   9.89049340e-08
    9.52762313e-09   6.97474093e-07]
 [  1.62045962e-05   9.94388759e-01   5.62758651e-04   1.42233062e-03
    2.31371901e-04   3.12877848e-04   1.61454699e-03   3.84931627e-05
    1.37768942e-03   3.50020637e-05]
 [  1.79219148e-06   2.71168778e-06   1.53763758e-05   7.24976843e-08
    8.01467570e-04   1.54647441e-05   9.99088168e-01   2.91171958e-08
    5.39989815e-05   2.10183334e-05]
 [  1.37368497e-03   1.67448059e-04   4.65615973e-04   1.12579332e-03
    4.00199704e-02   7.38186300e-01   1.89733431e-01   5.20327512e-06
    2.76684910e-02   1.25410175e-03]
 [  1.75640293e-04   1.90773767e-06   9.96895194e-01   2.17729760e-03
    1.92109830e-04   4.79971641e-06   2.07000019e-04   3.77395918e-05
    1.61385746e-04   1.46901366e-04]
 [  9.99115527e-01   1.23664758e-08   1.62433171e-05   2.09042537e-06
    1.40814208e-07   8.49393487e-04   1.21562771e-05   2.59566082e-06
    9.77019454e-07   8.67335586e-07]
 [  1.81495989e-06   3.86955350e-07   4.36716164e-06   2.09402468e-04
    1.72841396e-07   3.00166230e-05   3.28845506e-10   9.99690056e-01
    4.73477076e-06   5.89557858e-05]
 [  7.07344152e-05   2.50638026e-04   4.77871596e-04   8.76965821e-01
    1.02132639e-04   1.09423168e-01   3.62344122e-06   3.85552790e-04
    5.61283994e-03   6.70752116e-03]
 [  3.97335043e-06   2.64314536e-07   4.69260385e-06   2.34219515e-05
    1.45466975e-03   7.58231763e-05   3.46075097e-07   1.12625524e-01
    4.05575987e-03   8.81755590e-01]
 [  1.20796710e-02   5.90500596e-04   8.94643292e-02   2.92201946e-03
    4.30551544e-03   1.58165616e-03   1.15545676e-03   2.92326547e-02
    3.89743805e-01   4.68924344e-01]
 [  1.11954017e-04   3.57058809e-07   1.51823318e-04   4.86212173e-07
    4.02063961e-05   3.31903902e-05   9.99617934e-01   7.06781975e-08
    4.13984635e-05   2.51401207e-06]
 [  9.25674794e-06   1.43551017e-06   2.14175134e-06   3.48745350e-04
    2.54421169e-03   7.74095461e-05   2.57660986e-08   4.24936026e-01
    2.70176715e-05   5.72053671e-01]
 [  5.78029467e-05   2.09338509e-06   9.97763991e-01   1.01245227e-04
    6.66890919e-05   8.69931137e-06   1.21773373e-04   4.39131412e-07
    3.64600506e-04   1.51255878e-03]
 [  2.03721584e-06   5.01381001e-04   9.98262227e-01   6.99200318e-04
    1.71571955e-05   4.17972478e-06   3.33431584e-04   1.34887217e-04
    4.46854247e-05   8.34721334e-07]
 [  9.04562999e-04   4.44145233e-04   2.49004997e-02   2.47316755e-04
    5.66167466e-04   2.12885861e-04   2.32780669e-02   6.33547897e-04
    9.47671175e-01   1.14172150e-03]
 [  5.15871252e-05   2.47149310e-05   1.38343996e-04   8.25300872e-01
    9.16012723e-05   1.60578236e-01   1.67259241e-05   4.74538887e-04
    1.13521945e-02   1.97118870e-03]
 [  4.94703727e-07   1.44854675e-06   1.03470273e-04   7.52551205e-05
    8.09304129e-06   1.13911781e-04   7.49716264e-06   5.62845116e-07
    9.99640942e-01   4.82958349e-05]
 [  6.76846976e-05   9.72809911e-01   4.36879229e-03   9.81666334e-03
    1.52438576e-03   7.64882308e-04   1.96409179e-03   1.80909468e-03
    6.24684058e-03   6.27490343e-04]
 [  6.71310045e-05   2.74225840e-07   3.21277272e-04   9.96722996e-01
    4.54070059e-10   2.86877062e-03   1.28975168e-08   1.61143669e-06
    1.36277758e-05   4.32944262e-06]
 [  1.00481964e-04   2.32214479e-05   1.40178611e-06   7.38154224e-04
    2.30517401e-03   8.64348724e-04   1.90082915e-07   4.27511074e-02
    2.16600467e-02   9.31555808e-01]]
INFO:tensorflow:probabilities = [[  5.25503747e-05   1.77779691e-06   8.94779048e-04   5.87984214e-05
    4.71004782e-08   2.24578725e-05   3.87671406e-07   5.19425048e-05
    9.98904347e-01   1.28672200e-05]
 [  3.58840334e-03   8.10770289e-05   4.97662388e-02   2.73116857e-05
    1.35347142e-03   8.73427391e-01   5.96145429e-02   7.19608806e-07
    1.21103600e-02   3.04011355e-05]
 [  9.21728264e-04   1.88566610e-05   1.20432340e-01   2.33580992e-01
    4.71574731e-06   4.22871625e-03   4.59428207e-07   8.37282103e-04
    1.49354309e-01   4.90620583e-01]
 [  3.89514497e-07   1.73814829e-09   2.62628464e-06   4.90834509e-07
    9.98584747e-01   3.12659307e-04   9.42843253e-05   1.73515418e-05
    7.71446939e-05   9.10380448e-04]
 [  7.89685990e-04   3.13344353e-05   5.22239367e-03   6.42248988e-03
    6.95276714e-04   4.79781441e-03   2.41512462e-05   4.35543887e-04
    9.44221497e-01   3.73598933e-02]
 [  3.72982577e-05   9.95063484e-01   2.46983091e-03   1.08160404e-03
    1.87950922e-04   9.33036063e-05   2.52600585e-04   5.95518562e-04
    1.64035067e-04   5.45146795e-05]
 [  6.62374987e-07   9.98946011e-01   1.87777579e-04   1.79430310e-04
    4.97570945e-05   8.52939920e-05   4.37215313e-05   1.71905185e-06
    5.05067408e-04   6.42476095e-07]
 [  7.46488385e-03   1.16711124e-06   7.47137892e-05   3.56663775e-04
    3.42115854e-05   8.06850910e-01   4.94599994e-03   4.55386612e-07
    1.80083171e-01   1.87872007e-04]
 [  1.58256886e-03   2.36294163e-05   3.90721223e-04   6.87788706e-05
    1.08563229e-02   1.35644921e-03   1.16841647e-05   6.31468952e-01
    7.13360147e-04   3.53527576e-01]
 [  9.98928964e-01   4.80578528e-08   5.03842370e-04   1.17838928e-04
    1.12672399e-06   1.73183609e-04   1.50812821e-05   8.10645433e-05
    1.02302893e-05   1.68569968e-04]
 [  5.40549045e-05   1.00361955e-04   7.58187659e-03   9.88164663e-01
    2.99480583e-08   2.33561732e-03   2.31149357e-08   1.11777359e-03
    5.47923788e-04   9.77783420e-05]
 [  3.45270746e-06   4.15287680e-08   1.28262229e-07   4.82752403e-05
    2.53602484e-05   6.86937492e-05   1.45899319e-08   9.98875558e-01
    1.25542999e-06   9.77164018e-04]
 [  7.59976465e-05   6.43001767e-05   1.34630391e-04   5.27563716e-05
    9.69530761e-01   1.10749213e-03   2.42959737e-04   3.04617314e-03
    1.63145247e-03   2.41134949e-02]
 [  1.45714887e-06   1.08332852e-05   5.64330512e-05   8.55024628e-05
    9.91424263e-01   1.06196640e-04   3.58193443e-04   1.00495105e-04
    2.59339140e-04   7.59726577e-03]
 [  9.99969482e-01   2.26504818e-12   6.32211686e-06   7.13926696e-08
    3.80849352e-09   1.72124237e-05   6.27154168e-06   3.36281801e-07
    2.18997897e-07   5.77863091e-09]
 [  4.38690709e-04   3.14223929e-03   1.80133118e-03   4.15786542e-03
    1.22768179e-01   1.27939312e-02   8.42536800e-04   6.68557454e-03
    2.91022491e-02   8.18267465e-01]
 [  1.24191129e-05   7.25986638e-07   5.70415214e-05   3.84838495e-06
    3.73688643e-04   5.59066139e-05   9.99359667e-01   6.25136295e-07
    1.29089894e-04   6.97412224e-06]
 [  5.23979616e-05   3.63910800e-07   2.22499948e-04   4.17259997e-07
    3.38744103e-05   2.80673567e-06   9.99417305e-01   9.94042626e-09
    2.69721728e-04   5.42408600e-07]
 [  2.86049489e-03   1.43828684e-05   7.02971709e-04   9.24572229e-01
    7.47169497e-06   1.96510646e-03   6.53737061e-06   6.45555701e-05
    6.72698319e-02   2.53628171e-03]
 [  1.68334437e-03   9.68851268e-01   2.43884209e-03   2.82130088e-03
    2.80604907e-03   2.75056437e-03   2.50354433e-03   5.79774333e-03
    8.90050642e-03   1.44678215e-03]
 [  7.20255484e-05   4.78468323e-03   1.03766506e-03   4.01497586e-03
    3.53659913e-02   1.00960513e-03   3.61934472e-05   1.28534995e-02
    4.10807040e-03   9.36717331e-01]
 [  3.95356583e-05   9.95628476e-01   4.11352317e-04   1.04092476e-04
    2.29820180e-05   2.27937126e-05   1.12518191e-03   8.17834225e-05
    2.52477662e-03   3.90884743e-05]
 [  2.74092690e-06   2.42161812e-04   8.13472216e-05   8.08029063e-03
    4.45277849e-03   1.70841347e-03   7.26948701e-06   2.75339291e-04
    2.03242544e-02   9.64825392e-01]
 [  1.72353684e-05   7.50718536e-05   6.04796478e-05   9.97618496e-01
    5.41405234e-06   1.90972898e-03   7.28885061e-06   3.25635629e-05
    1.10233952e-04   1.63424833e-04]
 [  3.22216831e-04   7.89340120e-05   1.44384350e-04   7.73895904e-03
    3.27004294e-04   8.99634045e-03   4.24022328e-05   9.15589480e-05
    9.76045549e-01   6.21263077e-03]
 [  6.04337265e-06   9.96698916e-01   1.31527986e-03   1.42243051e-04
    9.18596925e-05   1.66418213e-05   2.02104438e-05   1.48956478e-03
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    1.12474256e-04   6.47406778e-05]
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    1.36201106e-05   3.92310321e-03]
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    5.38153381e-06   9.95615840e-01   2.05962104e-03   5.93601932e-08
    2.09749816e-03   1.11710207e-07]
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    1.13054237e-04   3.77104448e-06   3.03886354e-05   1.56509988e-02
    6.02406973e-04   2.43585301e-03]
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    1.27978847e-05   1.36295739e-06]
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    1.09173343e-05   1.22490994e-04   1.29213557e-03   1.11068366e-05
    2.41717265e-04   2.35430834e-05]
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    1.13378796e-07   1.54997373e-03   8.26771156e-07   3.46998007e-07
    9.98364270e-01   9.41170754e-07]
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    9.98716474e-01   2.23491170e-05   3.76659154e-05   3.01561477e-06
    1.92374828e-05   1.09837949e-03]
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    9.98872459e-01   6.99908996e-05]
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    5.75329410e-03   8.13269895e-03   2.40914960e-06   8.00504923e-01
    5.23247400e-05   1.84801489e-01]
 [  2.63091679e-05   9.98279333e-01   2.34868843e-04   3.36237630e-04
    6.35302349e-05   2.76918836e-05   2.09415775e-05   2.13215768e-04
    7.41055526e-04   5.67915049e-05]
 [  2.84284732e-04   3.63001931e-07   3.16691876e-06   9.30575375e-03
    2.31024533e-05   9.67534602e-01   4.02509904e-05   2.49075327e-07
    2.27430388e-02   6.52862873e-05]
 [  5.50442666e-04   6.51094160e-05   1.99572925e-04   3.36185331e-05
    6.27547633e-05   6.62579041e-05   9.97375250e-01   1.10268715e-07
    1.64180971e-03   4.98538702e-06]
 [  1.61516698e-04   7.15827104e-04   2.11752085e-05   8.97651445e-03
    1.16282878e-02   9.56417501e-01   2.38425122e-03   9.79431934e-06
    8.79927073e-03   1.08857965e-02]
 [  3.39976489e-03   9.49499008e-05   5.68278611e-01   6.44676154e-03
    2.12548912e-01   1.42948423e-03   4.51176129e-02   8.33876953e-02
    2.27730512e-03   7.70190209e-02]
 [  1.02421632e-06   1.04216315e-05   7.62305081e-06   3.11841504e-05
    9.88715708e-01   8.73013691e-04   3.04708974e-05   1.76283575e-05
    2.82483215e-05   1.02846343e-02]
 [  8.64061731e-05   6.66813139e-05   3.16547533e-03   2.88965814e-02
    1.53907327e-04   3.66053660e-03   5.23033610e-04   3.09834263e-06
    9.63092625e-01   3.51655384e-04]
 [  1.12880332e-06   1.05590785e-04   8.70349686e-05   1.81064103e-03
    1.64303219e-06   4.60534211e-05   8.51038517e-10   9.96490657e-01
    2.04600492e-05   1.43680256e-03]
 [  6.01827342e-04   1.63201798e-06   9.97260809e-01   7.06150429e-04
    3.60217600e-05   2.00081377e-05   4.17995470e-04   1.18825565e-05
    9.10326838e-04   3.34417564e-05]]
INFO:tensorflow:global_step/sec: 158.409
INFO:tensorflow:loss = 0.093291, step = 12901
INFO:tensorflow:probabilities = [[  1.75891837e-04   3.51814888e-05   6.02640794e-04   5.07673349e-06
    3.68289463e-03   7.44967256e-04   9.94524837e-01   1.48004222e-06
    1.92752457e-04   3.43575957e-05]
 [  6.15168642e-03   2.95826758e-05   9.70230401e-01   3.54889431e-03
    5.21947769e-03   1.00089354e-03   2.36309934e-04   5.36663271e-03
    3.65876802e-03   4.55721980e-03]
 [  8.01898295e-06   2.78917412e-07   2.01276271e-06   1.61106982e-05
    6.45907689e-03   4.92551226e-05   3.63343474e-07   3.50251980e-02
    2.81910005e-04   9.58157778e-01]
 [  5.55617277e-08   2.56679726e-07   6.61341483e-06   3.20062281e-06
    9.97519016e-01   1.39991971e-05   4.26384831e-05   5.11853541e-05
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    5.65383784e-09   3.09901116e-05   1.30977694e-11   2.25139127e-04
    4.24273730e-06   1.66999307e-04]
 [  1.69188650e-06   1.42879744e-08   6.62581954e-07   1.07200140e-04
    1.29502284e-08   1.40221675e-06   1.91014071e-09   9.99876857e-01
    1.19906559e-07   1.20392624e-05]
 [  1.60841257e-04   2.80207489e-03   4.51471162e-04   4.70108492e-03
    1.98182388e-04   9.81551349e-01   2.03047632e-04   8.88265367e-06
    9.91254672e-03   1.04907676e-05]
 [  5.79660584e-04   1.33891741e-03   7.45808147e-03   1.13252550e-01
    3.41784835e-01   2.70187575e-02   3.58221121e-03   7.85348821e-04
    4.05776113e-01   9.84235108e-02]
 [  1.23742916e-06   8.22035631e-08   3.51634138e-04   9.97741103e-01
    2.00105106e-08   1.65246474e-05   2.10775708e-09   1.76603370e-03
    3.19698011e-05   9.14622069e-05]
 [  1.50434573e-06   1.31403658e-05   9.98323619e-01   3.22116801e-04
    3.75264572e-05   1.74019988e-05   1.26551720e-03   2.59861697e-08
    1.90971423e-05   1.23986553e-07]
 [  1.81712370e-04   8.88495594e-02   6.88315276e-03   8.44846129e-01
    1.31606152e-02   1.21777912e-03   3.71820905e-04   6.67146640e-03
    2.01346036e-02   1.76830385e-02]
 [  8.36920844e-06   1.40845914e-05   1.91148047e-05   3.61763123e-05
    1.15007779e-03   1.63345423e-04   9.96705830e-01   1.12048086e-08
    1.87771011e-03   2.53295002e-05]
 [  9.97046769e-01   1.82789761e-09   1.01475773e-04   2.05648434e-03
    6.95788427e-11   7.91560626e-04   4.47890507e-08   2.04799008e-07
    3.29139471e-06   1.31936304e-07]
 [  6.84817715e-05   3.40372244e-05   1.27725241e-06   2.48238823e-04
    8.83807006e-05   2.35820786e-04   2.01646344e-07   9.87870514e-01
    2.55992973e-06   1.14504527e-02]
 [  7.44899467e-08   3.80230158e-09   4.60101364e-05   1.26243354e-08
    1.70265284e-05   1.76366973e-06   9.99934912e-01   5.44601519e-09
    2.36979048e-07   4.93630525e-10]
 [  1.04466708e-05   1.05218256e-04   1.70445695e-04   9.88652885e-01
    2.52355022e-07   1.00535732e-02   1.41881628e-07   2.80528229e-06
    9.97833791e-04   6.30760087e-06]
 [  1.71657084e-04   7.17331859e-05   5.51397307e-03   9.92637873e-01
    1.01942126e-08   1.47085416e-03   7.57559462e-07   1.61579956e-05
    1.10946145e-04   5.99678242e-06]
 [  2.54122191e-04   6.62273087e-05   1.49211045e-02   1.27637497e-04
    3.90998423e-01   2.07826160e-04   5.89588761e-01   6.10853778e-04
    2.74160149e-04   2.95084086e-03]
 [  1.07429933e-03   1.34380625e-05   3.10044317e-03   4.12829854e-02
    9.57545883e-04   7.41700411e-01   6.58407016e-03   3.17563013e-06
    2.04733804e-01   5.49767923e-04]
 [  5.70832617e-06   8.72943360e-07   1.67587386e-05   6.25613438e-06
    9.99020934e-01   1.98496244e-04   6.56293196e-05   1.73929002e-04
    4.08493142e-05   4.70582541e-04]
 [  3.30839626e-04   9.88773167e-01   1.77206588e-03   1.36795425e-04
    6.19973114e-04   4.25267608e-05   5.78875467e-03   5.48222961e-05
    2.45429412e-03   2.65839790e-05]]
INFO:tensorflow:probabilities = [[  3.21663762e-08   1.26897792e-09   9.76018999e-09   5.85975158e-06
    6.60654507e-07   1.92316725e-06   9.31053012e-11   9.99710143e-01
    7.99081022e-07   2.80486594e-04]
 [  2.46649375e-04   8.87481030e-03   5.42725902e-03   1.41623551e-02
    1.02302118e-04   1.70683172e-02   2.89598200e-03   7.60565308e-05
    9.50883627e-01   2.62641523e-04]
 [  6.28663984e-04   8.58055592e-01   1.07006021e-02   1.17817083e-02
    1.31048644e-02   9.94823640e-05   8.45703820e-04   5.35722673e-02
    4.70863879e-02   4.12465306e-03]
 [  2.45084200e-04   8.04375741e-05   2.53643404e-04   1.00575969e-01
    2.06753335e-04   5.52621722e-01   2.17067369e-04   2.10786145e-03
    7.48825148e-02   2.68808872e-01]
 [  4.42962983e-06   1.35034951e-03   8.01409988e-05   6.25004154e-03
    6.15741919e-06   1.73268738e-04   8.51875583e-08   9.87066329e-01
    3.29287635e-04   4.74001281e-03]
 [  3.27427392e-06   7.46742217e-07   3.70130579e-07   8.84294335e-04
    1.66767204e-04   9.90865193e-03   3.02030429e-07   9.83873308e-01
    3.81516147e-05   5.12415217e-03]
 [  4.16524557e-07   9.38054000e-05   6.79831312e-04   1.83799166e-05
    5.93322096e-03   2.34941181e-04   9.91334617e-01   3.07606865e-06
    1.69922831e-03   2.48967967e-06]
 [  1.23329482e-05   1.14422448e-06   7.10575623e-05   4.54062814e-07
    3.61219194e-04   1.63880715e-04   9.99361098e-01   5.37983027e-08
    2.78537827e-05   9.08511595e-07]
 [  5.79922335e-06   7.57911891e-07   9.99794424e-01   5.01846735e-05
    5.74065041e-07   8.99488384e-07   1.08488246e-06   5.09342226e-06
    1.11002846e-04   3.02083517e-05]
 [  8.70058066e-05   2.25790616e-04   3.63669707e-04   2.53360416e-03
    2.78622180e-01   1.39697641e-03   4.37451556e-04   3.26422742e-03
    8.18352494e-03   7.04885602e-01]
 [  4.54868935e-02   1.33578187e-05   6.60716978e-05   2.89517082e-02
    3.90393143e-06   9.22774076e-01   1.85522984e-03   6.81312740e-05
    6.76024240e-04   1.04690007e-04]
 [  3.29543145e-05   2.37259956e-04   9.09413211e-06   1.22530415e-04
    3.88790807e-03   2.86179758e-03   1.01438536e-05   4.59566042e-02
    3.83243784e-02   9.08557296e-01]
 [  1.68646206e-04   3.02229455e-06   9.98879492e-01   2.10836297e-04
    8.00008092e-06   3.23974859e-07   2.24278527e-04   8.21284345e-07
    5.04126947e-04   3.26421798e-07]
 [  3.64641573e-06   1.04074687e-04   2.02148105e-03   2.42031351e-01
    4.31653141e-04   5.17895408e-02   3.23840970e-04   5.86354363e-05
    7.02860117e-01   3.75735341e-04]
 [  3.78161094e-05   1.16865303e-05   8.07878189e-03   5.93943929e-04
    2.04725961e-06   4.36793489e-05   1.50710420e-07   9.89978909e-01
    1.07601927e-05   1.24226534e-03]
 [  5.94777276e-08   1.73834974e-06   2.93401808e-06   2.42621463e-04
    2.78033685e-08   1.75955829e-05   4.73268424e-10   9.99657631e-01
    2.84527505e-06   7.44907811e-05]
 [  5.85234724e-04   7.63029745e-03   3.22575564e-04   8.32023501e-01
    2.18911373e-05   1.56525329e-01   7.06202525e-04   1.52196219e-06
    2.08305218e-03   1.00372185e-04]
 [  4.43072990e-04   1.01604259e-04   4.37635090e-03   2.04758944e-05
    7.68765248e-03   5.70175238e-04   9.72850859e-01   3.77109609e-05
    1.36506287e-02   2.61475274e-04]
 [  6.70176087e-05   5.46692581e-06   4.76756273e-03   2.30888855e-02
    2.22199305e-05   4.31530556e-04   6.77468342e-05   8.13391944e-06
    9.71512139e-01   2.93486646e-05]
 [  5.43198898e-04   1.36832386e-04   5.00310503e-04   1.32545247e-04
    3.41011249e-02   3.21336178e-04   9.63868022e-01   1.49006848e-06
    3.16670048e-04   7.84792428e-05]
 [  1.80047318e-05   2.26363278e-04   3.58251782e-06   9.41680744e-03
    1.28606171e-03   3.84399225e-03   4.23196155e-07   2.53859252e-01
    2.14269338e-03   7.29202867e-01]
 [  9.84762967e-01   2.60004026e-06   6.86214364e-04   2.34740466e-04
    2.68271515e-06   1.20277926e-02   1.08547916e-03   8.18373956e-05
    4.56465787e-04   6.59163226e-04]
 [  2.64704955e-04   4.22526728e-06   9.88458812e-01   7.63128884e-03
    4.01880156e-04   1.00167475e-04   1.37069874e-04   2.61095614e-04
    8.55469436e-04   1.88529154e-03]
 [  9.67429742e-07   5.54421149e-06   7.44914520e-04   5.83178153e-05
    1.16374413e-05   7.92932333e-05   4.51376081e-06   8.54396876e-06
    9.99068081e-01   1.81628784e-05]
 [  9.97652948e-01   3.58813668e-09   3.04370391e-04   2.53539929e-06
    4.18911341e-08   3.64904641e-04   1.22118520e-03   1.08966368e-07
    4.53044777e-04   1.05266361e-06]
 [  1.15459632e-04   4.01151810e-05   3.99305254e-01   3.19024362e-02
    3.22493701e-03   9.12896707e-04   1.96597961e-04   1.96710397e-02
    6.17611129e-03   5.38455069e-01]
 [  2.51200618e-06   1.42443071e-06   2.10598446e-05   5.21186448e-05
    2.14481429e-06   5.53787249e-05   1.18015778e-05   7.14325310e-08
    9.99818146e-01   3.54305921e-05]
 [  4.59342510e-01   5.89193496e-06   5.38920239e-03   2.32226332e-04
    1.82742573e-04   1.39014993e-03   9.58679058e-03   5.62578089e-06
    5.23549318e-01   3.15502199e-04]
 [  1.92614812e-06   1.06276644e-07   2.82824021e-06   9.17561738e-06
    2.42661531e-06   3.79902508e-06   1.42795931e-09   9.99073625e-01
    2.45769115e-06   9.03653970e-04]
 [  4.63905344e-05   8.44206750e-01   1.33852735e-02   2.25130026e-03
    1.11196737e-03   3.24120931e-03   1.07672131e-04   1.53531798e-03
    1.34077206e-01   3.69166228e-05]
 [  9.11522715e-04   2.36640219e-02   1.05531304e-03   1.42993906e-03
    1.04856759e-03   4.87332605e-03   4.75002751e-02   7.60946114e-06
    9.19467807e-01   4.16628754e-05]
 [  2.41447815e-05   3.09072021e-08   4.03651626e-07   6.73568093e-06
    3.48714275e-05   2.16087192e-05   3.06973891e-09   9.67847586e-01
    9.62794729e-06   3.20550166e-02]
 [  1.16911004e-07   1.59632134e-06   6.74817929e-05   5.94061785e-05
    1.74398991e-07   1.41249586e-07   6.66302985e-11   9.98595417e-01
    2.77743202e-05   1.24796445e-03]
 [  4.35279107e-05   9.94886458e-01   1.79252107e-04   2.88204610e-04
    2.02403334e-03   1.62697281e-04   3.25803063e-04   2.98837695e-04
    1.48664264e-03   3.04567046e-04]
 [  6.79701407e-05   3.53217823e-04   9.83762622e-01   1.15483080e-03
    1.37961964e-04   2.73451788e-05   2.67547526e-04   2.72357906e-03
    1.09450594e-02   5.60087734e-04]
 [  9.21883504e-04   1.82384066e-02   7.98331380e-01   8.49611405e-03
    9.81598532e-06   2.67844298e-04   1.67742625e-01   5.96015539e-08
    5.99192036e-03   9.39635143e-08]
 [  2.68277451e-02   3.35575081e-04   2.20120442e-03   1.54818110e-02
    1.17705213e-05   5.91252092e-03   7.10238004e-04   4.63573262e-04
    9.45709288e-01   2.34627118e-03]
 [  2.04729810e-01   1.65927195e-05   4.21375129e-03   1.47401835e-04
    6.41648471e-01   2.02197209e-03   1.40649214e-01   1.88564695e-03
    2.49597360e-04   4.43759561e-03]
 [  3.02304421e-03   9.24276829e-01   2.69381353e-03   4.26453957e-03
    1.40872074e-03   1.33747831e-02   3.83901759e-03   5.84381260e-03
    3.95357646e-02   1.73966982e-03]
 [  6.89364242e-05   9.87626135e-01   6.96163799e-04   5.57067897e-03
    1.35888884e-04   4.20535391e-04   5.63618552e-04   1.14726427e-03
    3.64017510e-03   1.30424334e-04]
 [  1.59925316e-04   4.13456655e-05   7.98003573e-04   9.88696694e-01
    1.11589816e-05   6.16385415e-03   6.72147944e-05   1.19000640e-06
    4.03523631e-03   2.54462011e-05]
 [  1.27729309e-05   9.96171176e-01   1.06559729e-03   7.71768173e-05
    6.93713882e-05   7.81773451e-06   4.38475428e-04   1.74825633e-04
    1.95475924e-03   2.80249387e-05]
 [  3.65809356e-05   9.74899352e-01   2.30246014e-03   6.20282663e-05
    1.75247231e-04   2.63596594e-04   1.07557244e-04   1.38995616e-04
    2.20046919e-02   9.49186142e-06]
 [  1.65814778e-03   9.62475497e-07   5.69261750e-03   1.13069266e-03
    1.24485132e-05   4.80345741e-04   3.20950639e-04   1.45256099e-05
    9.89039540e-01   1.64976576e-03]
 [  2.95686987e-05   8.92549633e-06   5.04672016e-06   3.04999485e-05
    7.33059704e-01   1.44002115e-04   3.07572100e-06   4.03726706e-03
    4.74402841e-05   2.62634486e-01]
 [  5.20350750e-06   9.95060980e-01   7.79215421e-04   2.15183687e-03
    4.56037611e-04   1.45710495e-04   3.99412556e-06   8.88081850e-05
    1.30629621e-03   1.83064719e-06]
 [  1.88122904e-05   6.99078009e-05   5.67302443e-02   9.18250740e-01
    9.50484446e-06   2.69232038e-03   1.80942834e-06   3.00820302e-05
    2.20610537e-02   1.35506503e-04]
 [  2.60166168e-01   8.40326175e-06   6.63550317e-01   3.85633414e-03
    3.29923183e-02   3.37247364e-03   8.47223122e-03   6.68578874e-03
    8.44932720e-03   1.24465944e-02]
 [  7.48808961e-05   2.81181769e-04   1.99998729e-02   7.40869669e-03
    6.64661219e-03   7.61203992e-05   5.90836692e-07   2.46373639e-01
    7.71127467e-04   7.18367338e-01]
 [  1.73183391e-03   3.38676502e-04   8.89717339e-05   5.84854162e-04
    4.34293179e-05   9.96332765e-01   3.61560495e-04   1.62665063e-04
    3.13315861e-04   4.17902702e-05]
 [  1.11278808e-02   1.44417018e-05   1.78007688e-03   7.72030617e-05
    6.41629100e-02   1.20189920e-01   4.85786311e-02   3.90182175e-02
    6.54126346e-01   6.09243140e-02]
 [  4.37372000e-06   1.27644023e-06   5.12938277e-06   6.73712429e-06
    9.93083715e-01   3.74285191e-05   5.94541734e-06   9.78173804e-04
    7.37554437e-05   5.80349891e-03]
 [  8.27253622e-04   1.55000926e-05   2.86882918e-04   2.17514066e-03
    6.98840452e-08   9.95632708e-01   6.04649831e-05   2.66867960e-06
    9.79205011e-04   2.01755429e-05]
 [  3.99409910e-05   3.17821919e-04   3.04864279e-05   3.03532841e-04
    1.16273232e-01   1.09419483e-03   3.52129246e-05   1.66943867e-03
    4.09232947e-04   8.79826844e-01]
 [  5.46270442e-08   1.12357547e-07   1.36713766e-07   4.63839297e-06
    9.93996263e-01   2.78687094e-05   1.96642009e-06   1.13102260e-05
    3.81012396e-05   5.91943646e-03]
 [  6.22501539e-04   9.78914261e-01   8.85124877e-03   1.49492372e-03
    1.69500569e-03   1.99062240e-04   2.26326007e-03   3.33256554e-03
    2.55395845e-03   7.32023473e-05]
 [  6.71399152e-03   4.06166509e-04   9.20962870e-01   2.96848714e-02
    8.94941913e-04   7.16548457e-05   5.39736822e-03   8.71363081e-05
    3.41058075e-02   1.67517178e-03]
 [  1.80745951e-03   7.17811699e-10   9.08222034e-07   1.42421788e-06
    5.83616711e-05   5.70350639e-05   6.22407403e-10   9.97435629e-01
    4.22556468e-06   6.35000353e-04]
 [  1.26354251e-04   1.24579631e-01   7.02580929e-01   1.67554796e-01
    1.47914375e-06   1.05058088e-03   3.37931160e-05   1.63381279e-03
    2.27410533e-03   1.64650599e-04]
 [  2.42798683e-06   9.97005761e-01   9.16974823e-05   1.42910727e-03
    3.45773224e-05   1.86568627e-06   1.04446981e-05   1.09307980e-03
    2.52763886e-04   7.81536146e-05]
 [  1.42386416e-05   9.97413814e-01   1.11371664e-04   1.55577634e-03
    2.40841346e-05   1.71034571e-05   6.69509245e-05   2.14924614e-04
    5.09355043e-04   7.21228062e-05]
 [  6.26073302e-07   1.61145526e-05   4.61399613e-04   3.77806418e-06
    2.64928073e-01   4.59498879e-05   7.34179199e-01   2.39475077e-04
    9.88578395e-05   2.65304006e-05]
 [  2.82692071e-03   9.39830095e-02   4.12560888e-02   4.58387425e-03
    2.03371700e-03   2.19492870e-03   7.96861470e-01   8.78671290e-06
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    9.74574268e-01   1.13379188e-04]
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    8.45134538e-03   3.12380114e-04]
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    2.68119111e-05   1.95036293e-10]
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    1.16187800e-03   7.81080395e-04   3.88499186e-03   4.05144459e-03
    3.93363694e-03   2.19895109e-03]
 [  3.06845541e-05   2.75450526e-04   2.12430372e-03   5.06383076e-04
    5.34402971e-05   1.08647975e-04   9.19333368e-04   1.01061914e-05
    9.95916188e-01   5.53925529e-05]
 [  6.68898138e-05   7.95993583e-06   6.94538513e-03   9.92196321e-01
    9.75036301e-08   6.67948043e-04   2.89181912e-06   7.20242360e-06
    9.90184635e-05   6.40279904e-06]
 [  5.13747145e-05   2.01724979e-05   8.03679450e-06   4.58564937e-05
    1.76866427e-02   1.09789900e-04   3.19625474e-06   2.98703113e-03
    4.92347172e-03   9.74164426e-01]
 [  9.65579271e-01   2.60013678e-07   2.62189028e-03   1.27929497e-05
    3.49790316e-05   1.93666935e-03   2.68760435e-02   2.95843620e-06
    2.77805817e-03   1.57063987e-04]]
INFO:tensorflow:global_step/sec: 158.761
INFO:tensorflow:loss = 0.125379, step = 13001
INFO:tensorflow:probabilities = [[  1.87865899e-05   9.65898579e-08   3.29962313e-06   3.40534352e-05
    3.81278346e-06   9.99525070e-01   2.44042356e-04   2.67297988e-08
    1.63624762e-04   7.22459436e-06]
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    2.15308046e-05   1.94137301e-05]
 [  1.21948906e-05   9.86471593e-01   5.09772915e-04   2.62717833e-04
    8.46624753e-05   1.74324028e-04   3.01388791e-04   7.51054977e-05
    1.19730337e-02   1.35198410e-04]
 [  1.69034752e-06   4.64291361e-07   4.76334975e-07   5.30009420e-05
    1.43152292e-05   5.49407123e-05   1.08788143e-07   9.99305606e-01
    2.60238176e-06   5.66822011e-04]
 [  9.37460118e-06   2.05477158e-06   6.94458664e-04   9.58730834e-06
    5.49995239e-05   4.75157838e-04   9.97276723e-01   4.33421938e-08
    1.47717481e-03   5.03947945e-07]
 [  3.44389700e-05   1.50985041e-04   3.68909183e-04   8.49743962e-01
    3.53288895e-04   9.88160819e-02   2.16175658e-06   1.70333878e-04
    5.44612249e-03   4.49136049e-02]
 [  7.50505933e-05   9.11128009e-04   6.09715498e-05   5.56087471e-05
    4.30799322e-04   9.91585732e-01   2.60380795e-03   6.26236533e-06
    4.22556745e-03   4.50748885e-05]
 [  8.46858984e-06   9.96628106e-01   1.36351824e-04   6.06269401e-04
    9.80580808e-05   7.89732585e-05   1.80937932e-03   5.92375136e-06
    6.00976753e-04   2.74948925e-05]
 [  2.51526400e-09   5.23595081e-04   9.99441326e-01   2.85021142e-05
    3.79920331e-11   1.14764953e-08   1.97688365e-07   1.21821884e-07
    6.20663877e-06   4.78682427e-10]
 [  4.28650401e-06   1.99140137e-04   7.36585353e-05   9.04329121e-04
    1.12197438e-06   3.82911348e-05   4.18774393e-09   9.95614886e-01
    3.30074181e-05   3.13125458e-03]
 [  3.77081451e-04   2.43719800e-08   1.60149139e-05   5.99478651e-03
    2.54558813e-07   9.93421495e-01   5.36849200e-07   1.96527271e-05
    1.49216852e-04   2.08350430e-05]
 [  6.29750971e-08   1.14112481e-05   2.37775275e-05   9.91103768e-01
    8.07306364e-08   3.05246358e-05   1.84325805e-10   1.26379391e-03
    8.38213600e-04   6.72835624e-03]
 [  9.99708593e-01   6.92197355e-10   3.89891738e-06   1.46629970e-08
    9.22881882e-10   2.83506000e-04   3.82038161e-06   2.32297181e-09
    1.60686312e-07   2.37443061e-08]
 [  9.53964627e-05   3.60720634e-07   3.49466927e-06   1.42428999e-05
    2.06003408e-03   1.10915935e-04   3.75849964e-07   1.35603873e-03
    1.59710564e-03   9.94762003e-01]
 [  3.55978118e-05   2.47365515e-05   2.00787952e-04   1.92421066e-04
    9.85633790e-01   8.07451841e-04   5.32109698e-04   3.37481033e-03
    3.84439307e-04   8.81372858e-03]
 [  1.84648612e-04   1.25305519e-07   2.73084169e-07   1.10958604e-06
    2.93216225e-08   9.99721110e-01   1.03188438e-06   2.45628121e-06
    8.90704687e-05   6.43133689e-08]
 [  4.07686166e-05   9.93732393e-01   1.51340279e-03   3.43581778e-04
    2.16277884e-04   3.44222099e-05   2.23849341e-03   4.64292156e-04
    1.28463120e-03   1.31887151e-04]
 [  5.08350879e-03   9.10564184e-01   1.64103005e-02   3.47623928e-03
    2.22129805e-04   4.84614226e-04   1.65753160e-02   1.73628228e-04
    4.68569174e-02   1.53065426e-04]
 [  4.66811918e-02   1.09474570e-06   9.51460302e-01   5.18279383e-04
    1.22111142e-05   2.96901038e-04   4.41017910e-05   4.51916596e-04
    1.18483542e-04   4.15508403e-04]
 [  4.34748063e-06   4.90491266e-06   1.58937819e-05   4.42048186e-04
    7.81046133e-03   1.20671219e-04   9.53604967e-07   3.92177003e-03
    1.20241905e-03   9.86476541e-01]
 [  3.24183929e-05   9.38334633e-05   8.93663347e-01   6.39607606e-04
    3.05821821e-08   1.09138622e-04   1.94717177e-05   2.60388606e-06
    1.05439097e-01   5.85279338e-07]
 [  3.59425285e-05   2.79581873e-05   1.94799431e-04   9.79053089e-04
    3.83403567e-05   9.92113709e-01   4.48182691e-03   3.21060583e-08
    2.12367135e-03   4.77070398e-06]
 [  2.44625777e-08   1.58930968e-09   1.29185707e-07   4.95272712e-09
    9.99898791e-01   4.59639608e-07   1.09605562e-05   1.40558006e-06
    5.00903298e-06   8.32332371e-05]
 [  5.21139591e-05   1.16550575e-06   2.42638358e-04   6.94787445e-07
    9.98023987e-01   2.05300152e-04   1.20336842e-03   1.52561042e-04
    8.97238624e-06   1.09189867e-04]
 [  8.57248961e-06   9.41261442e-06   1.00521784e-05   4.21848381e-04
    2.39705532e-05   9.95174468e-01   2.22461342e-04   6.02417913e-07
    4.05544695e-03   7.31464752e-05]
 [  4.22305166e-04   1.64386317e-01   6.05896302e-03   7.88549185e-01
    2.41932197e-04   9.41323861e-03   7.79852926e-05   5.13239298e-04
    2.34805886e-02   6.85629481e-03]
 [  3.95678762e-05   3.93979019e-04   4.13831472e-01   5.70708454e-01
    1.13160837e-04   2.67562664e-05   2.28948866e-05   1.12429960e-02
    2.63491645e-03   9.85824387e-04]
 [  3.24660391e-07   5.90183845e-07   2.77619421e-07   1.38870837e-05
    2.85571092e-04   7.29547464e-05   1.52285118e-08   9.98238087e-01
    6.08247092e-06   1.38212333e-03]
 [  1.36638319e-05   9.76762851e-04   3.13078938e-03   2.45425832e-02
    2.65847659e-04   6.07910915e-04   6.68658060e-07   7.53444135e-01
    1.97733790e-01   1.92839466e-02]
 [  1.93950891e-05   2.15424325e-06   4.83817887e-04   5.32442828e-05
    7.32508397e-07   6.22086739e-03   2.11346662e-03   1.11560157e-08
    9.91105735e-01   6.30073941e-07]
 [  3.66249151e-04   1.09227940e-05   1.34178833e-03   1.32743335e-05
    3.40630831e-05   2.54161598e-04   9.97963071e-01   6.66147457e-08
    1.44079013e-05   1.98865541e-06]
 [  6.67039274e-07   8.15883539e-07   2.72646776e-06   2.92858135e-06
    9.98135567e-01   2.05746019e-05   2.68015010e-05   1.04462728e-04
    2.10019589e-05   1.68437301e-03]
 [  9.97896314e-01   1.38177259e-09   4.41142674e-06   1.96115570e-06
    1.67388803e-09   2.08532368e-03   6.98123858e-06   8.73088140e-07
    3.25585165e-06   9.01257522e-07]
 [  2.50187639e-07   3.06708273e-07   5.81387349e-06   3.81177852e-05
    9.96438622e-01   1.24886908e-04   4.33414934e-05   3.97946205e-05
    1.50488428e-04   3.15837818e-03]
 [  3.12420866e-06   3.13645942e-05   9.51100898e-04   3.67882603e-04
    7.02139363e-03   9.44645668e-04   1.84529108e-05   4.10551060e-04
    6.59865048e-03   9.83652830e-01]
 [  9.98915434e-01   1.55755231e-07   7.80575283e-06   2.96751823e-05
    8.80034818e-08   8.90195312e-04   3.01563014e-05   8.56230713e-07
    1.21277386e-04   4.41675320e-06]
 [  5.22520349e-05   8.38440727e-04   1.19295837e-05   3.07603506e-04
    4.92614902e-07   9.96513307e-01   9.30164824e-04   1.09379505e-06
    1.34452851e-03   2.86139510e-07]
 [  4.91512219e-05   9.97433722e-01   5.95257559e-04   1.12856862e-04
    6.19810453e-05   5.31077530e-05   1.09073684e-04   8.63667883e-05
    1.48552970e-03   1.30643803e-05]
 [  3.44911168e-05   9.93947387e-01   1.01725850e-03   1.17875657e-04
    9.71119662e-05   4.84220436e-05   4.76796529e-04   5.93389050e-05
    4.16705431e-03   3.41135456e-05]
 [  1.73546840e-04   1.11284944e-05   4.65847814e-04   9.90645885e-01
    4.06277013e-06   5.20258117e-03   5.94461369e-07   3.61483835e-05
    2.78015854e-04   3.18211992e-03]
 [  5.73497382e-05   9.93696988e-01   2.63492856e-03   6.44117245e-04
    2.10019643e-04   1.48886742e-04   1.17085656e-04   8.36161198e-04
    1.63189904e-03   2.25508520e-05]
 [  1.32280857e-05   9.98141527e-01   1.17835909e-04   7.07270752e-04
    4.90940074e-05   1.07604728e-05   6.97438591e-05   2.24354269e-04
    6.11094933e-04   5.50691657e-05]
 [  1.12134113e-03   3.21723718e-07   1.19913360e-02   3.93361930e-04
    2.57801643e-04   3.54676769e-04   7.52597407e-05   1.19162269e-05
    9.41130102e-01   4.46638502e-02]
 [  2.07058861e-06   1.86603643e-06   3.49883863e-04   5.94069170e-05
    6.78137876e-05   7.12019537e-05   2.82286619e-05   1.93062647e-06
    9.99389172e-01   2.83979352e-05]
 [  6.22083540e-09   1.52795076e-06   9.99495983e-01   5.01447532e-04
    2.72051359e-09   1.20575772e-08   6.72446788e-07   3.68845704e-10
    2.33337431e-07   1.07197001e-10]
 [  5.07126702e-03   9.12925429e-07   8.93486202e-01   8.59879851e-02
    9.05402994e-05   8.27792846e-03   1.33883921e-04   6.21854633e-06
    6.16685022e-03   7.78242596e-04]
 [  5.28386081e-05   2.02505973e-07   9.99728382e-01   1.45760117e-04
    1.16373158e-07   3.08395852e-06   2.15032451e-05   2.23300549e-06
    3.06018846e-05   1.52213652e-05]
 [  7.03805883e-04   4.15697723e-05   8.92369509e-01   1.02821648e-01
    5.04209856e-05   4.22933153e-05   9.06971283e-04   2.74453123e-06
    3.03321262e-03   2.77657455e-05]
 [  2.93197076e-07   4.86718150e-08   9.99048293e-01   2.85376649e-04
    7.48965334e-08   3.96214688e-07   1.28218426e-06   4.24071551e-08
    6.61126338e-04   3.10922633e-06]
 [  1.72156410e-06   1.84496108e-03   9.95467544e-01   2.53784982e-03
    4.89195736e-06   3.61759999e-06   2.90475746e-05   5.03328338e-05
    5.97345643e-05   3.77736256e-07]
 [  2.31757779e-02   6.33447562e-05   1.28722086e-03   7.65653735e-04
    1.23763678e-03   9.28471565e-01   3.39022867e-04   2.63179522e-02
    8.05430114e-03   1.02875987e-02]
 [  1.71154854e-03   5.61300069e-02   2.08323658e-03   6.35061741e-01
    4.49011539e-04   1.06335180e-02   4.43646495e-05   7.05926344e-02
    6.57837559e-03   2.16715515e-01]
 [  9.99981403e-01   6.89072854e-10   1.23760319e-05   7.85191446e-07
    1.30028865e-09   2.26077873e-06   3.21789855e-07   1.51019506e-07
    9.08680249e-07   1.69072939e-06]
 [  6.27600627e-07   4.23234852e-08   4.84179880e-04   9.75919647e-08
    8.05235904e-05   8.08428740e-06   9.99421000e-01   7.41840978e-10
    5.45631156e-06   5.57617170e-08]
 [  1.24530889e-05   3.90707719e-05   9.99697804e-01   1.62453987e-04
    1.34045635e-07   2.22103540e-06   7.19246373e-06   1.56378189e-06
    7.63810240e-05   7.85103566e-07]
 [  3.01709970e-05   9.87512052e-01   8.74983438e-04   6.23787579e-04
    3.17830672e-05   6.04439356e-06   1.62188117e-05   1.04600480e-02
    1.17292082e-04   3.27653514e-04]
 [  1.60464755e-04   9.79465663e-01   5.31105034e-04   3.55283497e-03
    2.96844228e-04   5.86080016e-04   1.03287057e-04   9.61549766e-03
    2.80137057e-03   2.88687856e-03]
 [  9.54384267e-01   7.76949892e-05   1.02128871e-02   2.01249099e-03
    7.97562316e-05   2.68547889e-02   1.75075169e-04   8.80246400e-04
    4.14542435e-03   1.17728440e-03]
 [  4.09629411e-06   6.44896572e-05   2.09103873e-05   2.12307175e-04
    9.64343131e-01   1.65448396e-03   3.70451802e-04   4.17929812e-04
    8.63293360e-04   3.20489928e-02]
 [  5.24165043e-05   9.96220052e-01   1.85932720e-03   2.97323888e-04
    9.22527397e-05   3.22286360e-05   5.56479645e-05   2.61597626e-04
    1.09980255e-03   2.93346839e-05]
 [  4.46132821e-04   3.41486961e-01   5.33061195e-03   7.19492361e-02
    7.07339903e-04   1.17103374e-02   3.41131003e-04   6.74710609e-04
    5.64376116e-01   2.97741708e-03]]
INFO:tensorflow:probabilities = [[  2.42479928e-06   2.69951724e-05   9.88123596e-01   1.17251007e-02
    6.90709953e-07   1.53717133e-06   1.98207708e-05   6.47149179e-08
    9.98154428e-05   6.46444454e-09]
 [  9.98991668e-01   2.71339018e-09   1.36474155e-05   7.07424306e-07
    2.17310134e-08   8.92201962e-04   1.55121379e-05   1.11811602e-07
    6.98390213e-05   1.63126624e-05]
 [  1.97645088e-04   8.46975541e-04   2.82806996e-03   4.36926523e-04
    8.19979887e-03   5.39334770e-03   9.65015411e-01   3.26877125e-05
    1.68146510e-02   2.34436884e-04]
 [  1.95805173e-04   4.37905271e-07   6.61010155e-04   2.30918831e-05
    5.89904725e-04   9.85246515e-05   7.61642980e-07   5.75486105e-03
    3.01162290e-05   9.92645502e-01]
 [  5.88827650e-04   9.74974096e-01   4.43573203e-03   5.32067008e-03
    1.08664238e-03   6.09649403e-04   1.75421860e-03   4.44332929e-03
    4.96619428e-03   1.82067312e-03]
 [  3.97682935e-03   7.64719024e-03   1.34202256e-03   2.18282938e-02
    5.89963086e-02   4.89436239e-02   8.85623798e-04   1.58118978e-02
    3.50504816e-02   8.05517733e-01]
 [  2.65206363e-05   3.83877143e-08   7.69521648e-05   9.78016487e-07
    2.98442671e-07   2.48972046e-05   2.15230357e-05   1.39681561e-07
    9.99848127e-01   5.34564379e-07]
 [  1.85397676e-05   2.08498591e-06   4.57598100e-04   2.77216081e-03
    8.25796633e-06   1.09206920e-03   2.59299486e-05   8.25680545e-05
    9.94307697e-01   1.23312057e-03]
 [  5.39404664e-06   1.76221693e-05   6.90493252e-05   8.05033138e-04
    1.28288521e-05   1.35197581e-04   2.19961166e-05   1.19179447e-07
    9.98925865e-01   6.92370941e-06]
 [  2.76235281e-04   5.20558751e-06   3.25051993e-02   5.41639440e-02
    1.13230053e-04   1.81703619e-03   6.96034404e-05   1.88876365e-04
    9.05412972e-01   5.44760283e-03]
 [  2.16863136e-05   9.92196560e-01   1.46910921e-03   1.14804646e-03
    7.73365900e-04   2.45853094e-04   4.68101731e-04   9.33805306e-04
    2.71861465e-03   2.48393771e-05]
 [  8.21000795e-05   3.64433981e-05   1.90712439e-04   2.22553331e-02
    4.38161151e-05   9.45041955e-01   4.34455160e-06   3.84432799e-03
    3.29034519e-03   2.52105631e-02]
 [  8.82098021e-08   1.59174888e-05   2.29914603e-03   9.97580290e-01
    6.14581852e-09   8.24641666e-06   1.09108527e-08   4.80696478e-08
    9.56434669e-05   7.71481268e-07]
 [  8.14054430e-01   5.10772315e-06   3.01604276e-03   1.59219339e-01
    1.55952300e-08   2.34893002e-02   4.46071056e-08   5.84723639e-05
    5.37303822e-05   1.03465260e-04]
 [  1.61479009e-04   6.31472574e-07   1.31999361e-04   4.76336754e-06
    9.60582435e-01   3.22741270e-03   6.67016953e-04   1.25059262e-02
    9.47705994e-04   2.17707139e-02]
 [  2.33997218e-03   1.59155447e-02   1.19105550e-02   2.47945450e-02
    8.01133283e-05   1.26774202e-03   1.33608773e-04   1.95435863e-02
    9.16783452e-01   7.23087275e-03]
 [  2.03377474e-03   8.82080793e-02   8.89236387e-03   1.41534302e-02
    6.62888680e-03   3.98620851e-02   2.21195747e-03   4.73111542e-03
    8.09592962e-01   2.36853622e-02]
 [  2.17864690e-05   8.84241800e-08   3.89035404e-06   1.53327966e-02
    6.22032967e-04   7.71688705e-04   1.00834221e-07   1.02139274e-02
    9.46626940e-04   9.72087085e-01]
 [  1.13585077e-06   1.03388893e-05   1.40901189e-04   1.01131380e-04
    1.32939624e-06   2.50867970e-06   2.75459788e-09   9.98819053e-01
    5.71890860e-06   9.17921949e-04]
 [  4.97693520e-07   3.10470057e-07   5.64403263e-06   8.35882133e-07
    9.94011343e-01   5.11998696e-05   2.02329457e-03   1.09211642e-05
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    1.32641217e-04   5.40970177e-07]]
INFO:tensorflow:global_step/sec: 158.766
INFO:tensorflow:loss = 0.122429, step = 13101
INFO:tensorflow:probabilities = [[  1.66771153e-03   1.17068104e-01   3.01901810e-03   1.23742729e-01
    4.51332635e-05   2.73156422e-03   1.33203968e-04   4.59475472e-04
    7.50822544e-01   3.10531002e-04]
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    4.10831271e-05   1.07800472e-04]
 [  1.08554290e-04   5.11968103e-08   2.67992073e-05   3.11972472e-05
    3.53264287e-02   1.47344987e-03   3.02294648e-04   4.75856592e-04
    7.68828322e-04   9.61486578e-01]
 [  5.94881312e-05   1.34732749e-04   2.92727817e-03   9.93526340e-01
    4.33007699e-06   1.37801038e-03   2.36086253e-05   1.37693959e-07
    1.93822011e-03   7.78445883e-06]
 [  1.45096953e-06   1.02927243e-06   1.04690771e-04   1.25784049e-06
    3.21436487e-03   9.41863473e-05   9.96552467e-01   6.23046503e-08
    3.00846223e-05   3.03990134e-07]
 [  4.67963255e-05   1.85924250e-06   1.60825881e-03   4.71746671e-06
    9.94515955e-01   1.72637679e-04   4.47782950e-04   1.29792478e-03
    1.92618070e-04   1.71133701e-03]
 [  8.10704369e-05   2.84699764e-10   2.04035387e-05   1.11687498e-07
    5.81950417e-07   1.41119190e-05   9.98979747e-01   5.76269921e-10
    9.03678883e-04   3.51148685e-07]
 [  7.27173244e-07   8.84913565e-09   5.42140185e-07   7.75579636e-08
    9.99635577e-01   4.33406376e-06   2.04389671e-05   7.04083322e-06
    1.84063549e-06   3.29457020e-04]
 [  9.69600296e-05   9.70432997e-01   5.90258138e-03   6.65679434e-03
    1.13884709e-03   1.09693280e-03   3.80668673e-03   7.53307540e-04
    9.02850833e-03   1.08644937e-03]
 [  9.50493450e-06   1.95458156e-07   8.16036518e-08   1.30024724e-04
    1.36820674e-07   9.99586523e-01   5.41490920e-07   2.13702922e-08
    2.71314930e-04   1.65824895e-06]
 [  3.43007618e-04   1.87601654e-05   2.01681014e-02   2.34395103e-03
    8.16712145e-06   1.55561219e-03   3.84642299e-05   2.97435676e-04
    9.74253356e-01   9.73104150e-04]
 [  3.05264187e-08   1.89952630e-07   1.66278202e-04   3.10269752e-05
    9.99478281e-01   1.90896226e-05   2.76989362e-04   1.11425641e-06
    5.50698951e-06   2.16205099e-05]
 [  3.62901551e-06   3.03289085e-06   1.64663608e-04   1.17477439e-05
    9.77603137e-01   1.35659720e-04   2.13804673e-02   2.68435015e-05
    5.70227494e-05   6.13948680e-04]
 [  1.29135429e-07   4.30551836e-06   2.15412598e-04   9.99555409e-01
    2.85753132e-09   1.42264485e-04   1.16133458e-08   6.85290215e-05
    1.11750796e-05   2.72182660e-06]
 [  3.19385144e-04   1.91845768e-03   5.73654776e-04   3.67423752e-04
    3.04163201e-03   1.57063024e-03   9.85485137e-01   6.61962531e-06
    6.64098235e-03   7.61252231e-05]
 [  2.77306244e-04   1.28912588e-05   8.33353552e-05   9.06226218e-01
    4.13847943e-08   9.33755562e-02   1.50825390e-05   4.46342852e-07
    7.93210438e-06   1.14608304e-06]
 [  7.44529170e-05   4.99296493e-06   2.41344696e-05   2.24963238e-04
    8.21153298e-02   3.60349222e-04   8.40054054e-05   4.30945423e-04
    1.02868327e-03   9.15652156e-01]
 [  7.21202878e-06   1.41349110e-05   4.88871592e-06   5.09708916e-05
    5.85683592e-05   9.39602469e-05   6.68660789e-08   9.87722635e-01
    7.44495946e-06   1.20400917e-02]
 [  3.38019282e-02   2.86377105e-03   7.56496098e-03   9.08396363e-01
    1.88637114e-05   3.34606543e-02   3.78474640e-03   8.66908449e-05
    1.00059295e-02   1.61114458e-05]
 [  5.36204834e-06   9.94809508e-01   2.14449107e-03   8.18356290e-04
    1.26743093e-04   1.02203803e-05   5.86583301e-05   1.06712710e-03
    8.18557281e-04   1.41040640e-04]
 [  3.20280466e-04   1.54144928e-07   1.23952355e-04   2.25606277e-06
    1.62971148e-04   3.41442443e-04   9.98853207e-01   5.78901638e-09
    1.92260937e-04   3.43363126e-06]
 [  5.40625551e-05   2.60221555e-07   2.70035298e-06   2.08331257e-04
    1.02741387e-05   1.03731974e-04   3.29600226e-07   9.97872949e-01
    8.08982168e-06   1.73921196e-03]
 [  7.90259437e-05   1.48759318e-05   6.89269609e-06   4.56684153e-04
    5.50432924e-05   9.90198493e-01   2.28389326e-04   1.13890774e-05
    8.50389991e-03   4.45384270e-04]
 [  1.20394823e-08   4.85644547e-09   5.65910511e-07   1.28816600e-05
    4.51198856e-10   1.86870626e-08   1.22962906e-13   9.99970078e-01
    1.34897732e-07   1.63732984e-05]]
INFO:tensorflow:probabilities = [[  1.98946364e-04   2.46938609e-04   4.31365712e-04   1.41615101e-05
    4.51588894e-05   7.95837084e-04   9.97478783e-01   5.94012057e-08
    7.86258548e-04   2.65689300e-06]
 [  1.17698519e-05   2.67108790e-05   1.11748243e-03   9.95852232e-01
    1.26677818e-07   4.08743450e-04   5.98137220e-08   1.07588239e-05
    2.42702081e-03   1.45045618e-04]
 [  2.17423146e-03   4.41919519e-06   9.56638105e-05   8.51682504e-04
    9.61487996e-04   9.13199723e-01   5.27353041e-06   1.62313937e-03
    9.92153655e-04   8.00922960e-02]
 [  1.13388884e-03   4.49658051e-04   4.18631034e-03   2.31603248e-04
    1.97772286e-03   6.74305309e-04   9.87448514e-01   4.24774807e-05
    3.75527656e-03   1.00322519e-04]
 [  1.46846402e-08   2.25120152e-06   9.99953270e-01   3.28078313e-05
    5.76137950e-07   1.49059360e-08   1.10239995e-07   5.25784891e-08
    1.08130344e-05   7.74214826e-08]
 [  2.60308443e-04   9.78551269e-01   6.35977648e-03   4.39694850e-04
    1.24928739e-03   2.85116730e-05   2.19990895e-03   1.35267479e-03
    9.42150038e-03   1.37153023e-04]
 [  1.10838471e-06   2.88000683e-05   9.96540070e-01   1.14314033e-04
    1.75093753e-08   2.46866591e-07   1.87351475e-07   2.00157156e-05
    3.29418946e-03   1.08240567e-06]
 [  5.06493787e-04   1.67768478e-04   2.40619779e-02   1.13667913e-01
    1.81843608e-03   1.41950250e-01   4.96375328e-03   1.33944981e-04
    7.09043205e-01   3.68626695e-03]
 [  1.65504080e-05   2.84005182e-06   4.77740105e-05   9.77370083e-01
    5.15548834e-07   2.11733021e-02   4.73174744e-08   1.44123635e-06
    7.27478764e-04   6.60210324e-04]
 [  4.50376756e-05   9.78920877e-01   9.83350677e-04   2.88510625e-03
    1.00516994e-03   2.13728077e-03   6.23898057e-04   2.17996188e-03
    1.05829118e-02   6.36220269e-04]
 [  2.91438459e-06   1.01624266e-07   2.80567406e-07   5.03086221e-06
    7.64019368e-03   4.61737836e-05   2.58782438e-06   3.60729959e-04
    6.40295693e-05   9.91877913e-01]
 [  6.98994336e-06   7.46588194e-06   2.48317483e-05   1.89900585e-03
    2.84889508e-02   1.23722421e-03   6.72270198e-06   1.61690183e-03
    1.58658484e-03   9.65125322e-01]
 [  1.05220824e-04   4.90049842e-07   5.19415044e-05   7.36410075e-05
    2.78851541e-04   4.73069886e-05   6.84851713e-08   2.09885880e-01
    9.80363766e-05   7.89458513e-01]
 [  3.31585878e-04   9.64368463e-01   9.81698465e-03   7.24073127e-03
    1.16508885e-03   1.73329070e-04   7.57004163e-05   8.24782252e-03
    8.15908611e-03   4.21262375e-04]
 [  2.43878549e-06   4.06388807e-08   4.60129250e-08   1.00040652e-05
    6.59762975e-03   3.19905303e-06   4.21246504e-08   2.70304445e-04
    2.27944256e-05   9.93093491e-01]
 [  2.32999399e-03   1.09091066e-02   1.99449770e-02   9.52181458e-01
    5.47625939e-04   3.63007304e-03   6.40520500e-03   1.33829899e-05
    3.96641437e-03   7.16593713e-05]
 [  1.49748485e-05   3.39357172e-07   1.21617755e-04   7.13411555e-06
    1.57893282e-05   3.28437483e-04   4.80727795e-06   8.63494824e-06
    9.99423146e-01   7.52050037e-05]
 [  2.21116420e-06   1.92398147e-07   3.54387703e-05   1.42185016e-07
    9.97591496e-01   4.60230922e-06   1.34455258e-05   1.13778020e-04
    1.28408028e-05   2.22581066e-03]
 [  2.71792615e-05   9.90472198e-01   2.17599422e-03   2.22460192e-04
    4.91862360e-04   1.74638244e-05   3.06309288e-04   5.61943138e-03
    4.15271265e-04   2.51849997e-04]
 [  4.33511786e-07   2.49627419e-07   7.17299736e-06   8.13131962e-08
    9.99677062e-01   1.35394237e-06   3.80333731e-05   1.54019981e-05
    2.87031708e-06   2.57466600e-04]
 [  1.22729060e-03   8.32736609e-04   6.86433981e-04   1.32199342e-03
    5.44162048e-03   1.10010793e-02   3.22783776e-02   2.06526529e-05
    9.46682990e-01   5.06826444e-04]
 [  9.12934702e-05   3.04623256e-07   7.09012093e-04   1.20888042e-04
    1.82432544e-07   3.27513226e-05   1.47803965e-08   9.98976707e-01
    2.68472977e-05   4.19908501e-05]
 [  9.18553269e-06   9.98425364e-01   5.49728320e-05   1.13774176e-05
    3.36477478e-06   2.23209736e-06   1.13351096e-04   4.72258853e-06
    1.36932451e-03   6.08531172e-06]
 [  1.39179938e-05   2.79133441e-04   1.17608426e-04   5.21117356e-04
    7.42814154e-06   3.48642570e-05   1.78821047e-05   3.42400881e-06
    9.98951674e-01   5.28848941e-05]
 [  9.94803268e-05   1.84590712e-01   6.27406299e-01   2.07193494e-02
    4.06371243e-02   1.15336478e-02   3.47361825e-02   3.07367891e-02
    4.28121351e-02   6.72835251e-03]
 [  8.02603099e-05   4.93620155e-06   8.83618486e-06   9.95500743e-01
    1.58660396e-06   3.95818939e-03   1.52455286e-07   7.86477085e-06
    1.48704072e-04   2.88863434e-04]
 [  8.02456981e-08   1.33321243e-09   8.53674642e-09   4.66095941e-07
    1.41309624e-06   7.39218194e-07   2.66786298e-11   9.99880075e-01
    1.30443055e-07   1.17006552e-04]
 [  6.30158468e-07   6.04185916e-04   8.05389194e-04   2.16127373e-03
    2.18020523e-05   1.03179555e-05   8.10768597e-07   9.96120095e-01
    1.01087870e-04   1.74424305e-04]
 [  1.01382614e-06   9.96466041e-01   6.68103283e-04   1.16904790e-03
    9.80458717e-05   3.53189389e-05   2.47242206e-05   5.06847682e-05
    1.45657721e-03   3.04920704e-05]
 [  6.74199837e-05   9.81030546e-09   5.67882523e-07   1.73782591e-05
    2.89953696e-05   1.96703568e-05   3.46622073e-08   9.94863689e-01
    6.64365361e-05   4.93582664e-03]
 [  9.53216280e-04   5.71265991e-04   4.47859959e-04   9.21660627e-04
    2.53715576e-03   9.37593102e-01   4.64753248e-03   2.49160745e-04
    5.18751144e-02   2.03929274e-04]
 [  1.59492586e-02   1.63781282e-04   4.40012896e-04   1.66661222e-03
    4.99888556e-04   3.47370207e-02   9.12530899e-01   4.49739616e-07
    3.39734778e-02   3.87422988e-05]
 [  1.03710054e-05   6.54774567e-06   9.98016596e-01   1.66869618e-03
    5.23031395e-06   6.61866989e-06   8.04668234e-05   9.91437560e-07
    2.01909061e-04   2.66082111e-06]
 [  2.48647225e-03   4.62337196e-01   1.14465449e-02   1.43433422e-01
    3.60470871e-03   5.39117977e-02   7.84782972e-03   2.14020279e-03
    3.03864270e-01   8.92761908e-03]
 [  1.18246782e-04   5.56777115e-04   7.65059485e-06   2.20528105e-03
    1.52339088e-02   3.38251004e-03   6.21117033e-06   6.30649924e-02
    7.59895716e-04   9.14664567e-01]
 [  4.69699764e-04   3.25578428e-03   1.19603029e-03   4.09825984e-03
    5.96190155e-01   2.36316188e-03   3.37504345e-04   3.30884103e-03
    3.60115361e-03   3.85179371e-01]
 [  8.65556103e-06   3.20800844e-08   1.98328744e-05   1.00415755e-05
    3.92489339e-04   4.08624737e-06   7.02198619e-08   5.91173302e-03
    2.76965438e-04   9.93376076e-01]
 [  7.65019922e-06   4.55611094e-04   1.43055823e-02   2.68603414e-01
    2.52606289e-04   1.43079075e-03   1.81376727e-05   3.36171244e-04
    7.14073777e-01   5.16237807e-04]
 [  3.95451876e-04   1.04573170e-04   1.53446419e-03   3.06492118e-04
    2.46378360e-04   3.70018766e-03   5.84690087e-02   7.08691414e-06
    9.34651136e-01   5.85189555e-04]
 [  3.76999037e-06   1.31889556e-06   9.97932196e-01   1.52576389e-03
    6.40058788e-05   6.29901194e-07   4.70321713e-04   1.14753803e-07
    1.46397076e-06   3.95053718e-07]
 [  2.48740474e-03   6.61937793e-06   3.61746177e-03   1.82504591e-05
    7.36696839e-01   3.01923952e-04   7.09803263e-03   1.62219666e-02
    3.69788823e-03   2.29853526e-01]
 [  3.36368021e-06   6.77190110e-06   2.01415696e-05   9.98330891e-01
    2.79799366e-07   1.50027440e-03   7.41367279e-09   3.41162990e-06
    5.65687005e-05   7.84235017e-05]
 [  2.37325276e-06   4.35554259e-09   1.54352092e-05   1.29206924e-07
    9.96623158e-01   5.77226774e-06   3.29466093e-05   4.54080509e-06
    6.40627377e-06   3.30927526e-03]
 [  4.72303201e-03   1.22042429e-02   3.00101608e-01   6.44861087e-02
    4.36744915e-04   2.60548171e-04   6.14476012e-05   5.66438317e-01
    7.82695599e-03   4.34610285e-02]
 [  7.37124566e-08   1.53910634e-07   9.99357164e-01   2.56111467e-04
    7.13941336e-05   5.83586370e-08   3.14212957e-04   4.30590234e-07
    3.43164857e-07   7.41898676e-09]
 [  7.12820474e-06   1.23697406e-04   8.36645631e-05   9.96723592e-01
    7.98182043e-07   2.61185761e-03   2.87867522e-07   1.03162738e-05
    4.07114450e-04   3.15780671e-05]
 [  1.06280524e-04   9.87138152e-01   7.32122920e-04   4.38358309e-03
    2.06626588e-04   9.51120164e-04   1.48288891e-04   3.27908248e-03
    2.38432316e-03   6.70357200e-04]
 [  9.86511703e-04   2.62814254e-04   6.32018149e-02   9.06661689e-01
    8.48061700e-06   1.94820313e-04   3.28915812e-05   9.13810945e-05
    1.87039506e-02   9.85572767e-03]
 [  2.05763674e-04   9.47834015e-01   8.21534451e-03   4.60763089e-03
    7.07689160e-03   2.89133796e-03   7.49209384e-03   2.54438492e-04
    2.11116932e-02   3.10679636e-04]
 [  1.38927307e-05   2.87679359e-05   4.20840282e-04   7.41124386e-03
    4.14189786e-01   3.48710269e-02   4.68167011e-03   9.14576231e-05
    1.30171692e-02   5.25274158e-01]
 [  3.07399489e-04   6.33208139e-04   3.88396531e-02   1.68208499e-05
    8.19209576e-01   4.74090193e-04   1.37800008e-01   1.58899536e-04
    1.20766589e-03   1.35264162e-03]
 [  9.83323872e-01   6.58619626e-07   1.65917224e-03   2.91552366e-04
    1.56060000e-08   1.40015092e-02   1.82527810e-06   7.00576347e-05
    4.15486065e-05   6.09769078e-04]
 [  3.33141252e-05   3.05576094e-07   6.07281618e-06   1.93714854e-07
    1.77943148e-04   5.86675878e-06   9.99722660e-01   6.07804695e-10
    5.34826177e-05   1.13994375e-07]
 [  1.36419465e-06   1.39401993e-06   9.99461710e-01   5.10435086e-04
    2.04873845e-06   1.06670548e-07   1.17961436e-05   5.90161335e-06
    5.16269984e-06   1.01149794e-07]
 [  8.41613801e-05   2.30648766e-07   2.41601606e-06   2.29229136e-05
    5.11436025e-04   1.93539781e-05   4.31397744e-08   8.96835387e-01
    8.23099526e-06   1.02515817e-01]
 [  2.48803826e-05   3.99226119e-04   9.97598708e-01   1.81152928e-03
    6.43871090e-08   2.60945035e-06   4.06346226e-06   1.63858249e-06
    1.55259084e-04   1.94965969e-06]
 [  2.77111631e-05   9.94250655e-01   2.40520528e-03   1.48272215e-04
    3.44259810e-04   1.21851299e-05   4.50866588e-04   5.27869037e-04
    1.81808532e-03   1.48041690e-05]
 [  6.91518517e-06   5.12080187e-05   1.22513766e-05   1.32329192e-03
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    3.00318701e-04   1.00016623e-05]
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    1.41881973e-01   1.61510110e-02]
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 [  6.42839528e-04   3.80095457e-07   2.28456724e-06   9.74264003e-06
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    4.20214892e-05   4.14231226e-06]
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    5.64032467e-04   2.99071515e-04   3.78919824e-04   1.12868962e-03
    1.79131830e-03   1.87188445e-04]
 [  5.43596875e-03   2.10801605e-04   8.73330653e-01   9.81195457e-03
    4.55440674e-03   8.61527224e-04   1.13234704e-03   2.24196608e-03
    6.11177124e-02   4.13027406e-02]
 [  1.29880675e-06   1.43966208e-08   1.63973629e-04   1.65938843e-07
    2.67580817e-05   4.63128999e-05   9.99757946e-01   8.23020384e-12
    3.56871055e-06   4.27518243e-09]
 [  3.29473102e-03   5.73595844e-06   1.27918960e-04   1.19914976e-03
    1.28557565e-06   9.85142112e-01   1.56480295e-04   1.71867850e-06
    9.90234129e-03   1.68513259e-04]
 [  2.51252088e-03   6.05092964e-06   9.90748703e-01   2.10847993e-05
    7.55249289e-07   2.86842318e-04   5.69073111e-03   4.47344945e-07
    7.31704582e-04   1.11709983e-06]]
INFO:tensorflow:global_step/sec: 157.765
INFO:tensorflow:loss = 0.37741, step = 13201
INFO:tensorflow:probabilities = [[  2.04427761e-05   2.96812550e-06   3.99460201e-04   2.66375893e-04
    9.32813009e-07   8.18743429e-05   2.54363974e-09   9.98851657e-01
    1.02633116e-04   2.73639773e-04]
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    5.37034124e-04   1.33613939e-04   8.53682820e-07   2.00357568e-02
    1.72885286e-03   9.76113379e-01]
 [  6.37293851e-05   1.23007487e-06   1.88873929e-03   7.65936493e-05
    9.95787084e-01   4.07257845e-04   4.29227584e-05   2.90191529e-05
    7.93041108e-05   1.62420457e-03]
 [  4.73750994e-08   6.52478036e-07   1.00740341e-04   2.74006879e-07
    9.99384642e-01   1.90213068e-05   1.81988667e-04   2.75100706e-06
    5.18092274e-05   2.57955282e-04]
 [  2.02592855e-04   8.53701262e-04   1.52732641e-03   5.72171271e-01
    1.35761115e-03   4.10421997e-01   8.72880511e-04   2.01929215e-04
    2.77964515e-03   9.61111393e-03]
 [  1.96037126e-05   2.44658077e-05   8.93690049e-06   1.43984624e-03
    1.43515030e-02   5.42664144e-04   1.17289471e-06   4.57162998e-04
    2.05518532e-04   9.82949138e-01]
 [  9.88521099e-01   8.64797656e-08   5.65976836e-03   1.31718980e-05
    3.90141649e-05   1.14140239e-05   4.88523860e-03   1.86715351e-06
    8.46403767e-04   2.18210262e-05]
 [  6.10278050e-08   1.49314459e-07   3.86782489e-07   2.13899079e-06
    5.22393933e-08   6.16029922e-07   2.04922381e-11   9.99918342e-01
    1.20259733e-06   7.69609396e-05]
 [  3.29508134e-06   2.45418801e-06   1.94382465e-05   9.98275876e-01
    2.77263098e-06   1.33671856e-03   5.29979957e-07   2.32217076e-07
    3.45406879e-04   1.33741532e-05]
 [  1.19654236e-04   1.21926265e-02   2.07278803e-02   2.61140112e-02
    2.32664301e-04   4.88633348e-04   3.77029239e-04   1.64773792e-03
    9.34400022e-01   3.69969616e-03]
 [  1.92494790e-05   1.24575536e-07   8.31191301e-06   5.04213267e-06
    1.08756106e-02   8.54664722e-06   1.91553045e-06   2.96509219e-03
    1.42611039e-04   9.85973477e-01]
 [  1.99101737e-06   1.14453596e-05   9.84338658e-06   3.03770881e-04
    9.64323338e-03   2.42209004e-04   3.24782832e-06   6.10478281e-04
    2.22510006e-03   9.86948729e-01]
 [  3.36119338e-05   9.91343260e-01   3.41203966e-04   3.52184568e-03
    2.01737876e-05   5.26037707e-04   6.15742640e-04   2.47360222e-05
    3.55258677e-03   2.10368198e-05]
 [  6.45311729e-06   9.99093056e-01   5.27027005e-05   2.10301980e-04
    2.99061739e-05   1.18618118e-05   9.74824288e-05   5.31552760e-05
    4.36687056e-04   8.39366294e-06]
 [  3.93393077e-02   1.18929995e-02   3.87777686e-02   8.97262990e-03
    4.53495197e-02   1.38266727e-01   6.99564934e-01   8.21558118e-04
    1.47995707e-02   2.21500336e-03]
 [  6.03667274e-07   4.53453365e-04   1.62638098e-05   5.19280322e-04
    3.75781558e-03   1.12892354e-04   6.41835470e-07   9.68087971e-01
    8.68557114e-03   1.83654744e-02]
 [  2.22889253e-06   1.49506052e-09   9.39425081e-06   4.13952321e-08
    9.99861836e-01   1.21196672e-06   6.35956030e-06   6.26448018e-05
    4.08110645e-06   5.22266055e-05]
 [  1.12908347e-05   5.75249078e-06   4.43042954e-03   1.29185094e-06
    8.55678841e-02   7.53629865e-05   9.09667015e-01   1.61598055e-05
    7.94435618e-05   1.45319165e-04]
 [  5.80044230e-07   1.19112106e-03   1.94005625e-04   1.55942338e-02
    1.41498560e-06   8.29487108e-05   5.29017115e-08   9.80382681e-01
    7.11151588e-05   2.48190854e-03]
 [  7.44912395e-05   1.20760486e-01   4.81950538e-03   4.92173340e-03
    1.23938416e-05   8.11810314e-04   2.80971290e-06   4.46508497e-01
    4.08585578e-01   1.35026444e-02]
 [  9.64925766e-01   4.42224518e-05   6.61628146e-04   3.36185494e-03
    6.27945656e-06   7.20464997e-03   2.37632950e-04   9.47258559e-06
    2.35203020e-02   2.82640121e-05]
 [  3.59785627e-03   1.11832172e-02   5.13779163e-01   1.57796890e-02
    2.65187211e-03   9.12754908e-02   1.01873791e-03   6.33922666e-02
    2.87168801e-01   1.01529108e-02]
 [  9.97458875e-01   1.62138542e-06   2.08143265e-05   3.29961127e-04
    2.70040772e-07   1.55247469e-03   4.92876461e-05   1.57725881e-04
    2.51527323e-04   1.77528185e-04]
 [  7.25848622e-06   6.17670082e-07   3.70096291e-06   8.95548583e-05
    1.08385921e-05   1.68854764e-04   3.94801303e-09   9.97609615e-01
    1.42341050e-05   2.09529744e-03]
 [  6.31512085e-04   7.60549738e-04   1.76890963e-03   1.52221974e-03
    1.74571888e-03   2.51677149e-04   2.86552731e-05   9.34212923e-01
    4.15500603e-04   5.86622842e-02]
 [  6.79393939e-04   3.49478796e-07   1.15871634e-02   5.32044517e-03
    1.09403821e-07   9.78001356e-01   1.62378117e-03   4.44935289e-08
    2.77706957e-03   1.02585318e-05]
 [  3.43325606e-04   9.89046156e-01   7.23514985e-03   1.21945595e-04
    1.15006370e-03   1.18620002e-04   4.64684359e-04   2.96897371e-04
    1.21512590e-03   8.16928423e-06]
 [  3.48795293e-04   9.14472878e-01   4.17431846e-04   1.26550172e-03
    5.51982484e-05   1.07747728e-04   5.25369716e-04   9.74151946e-04
    8.04202482e-02   1.41271739e-03]
 [  1.01800021e-02   8.25228290e-06   7.82716670e-05   5.14263613e-03
    8.38369215e-06   9.83126879e-01   4.26250859e-04   1.80559891e-05
    2.10823404e-04   8.00449576e-04]
 [  1.40730970e-06   5.24735526e-07   3.34727301e-05   1.60494514e-04
    1.00972613e-06   9.13302756e-06   5.64749358e-10   9.99653459e-01
    7.60085754e-07   1.39827971e-04]
 [  7.31861146e-05   8.89856019e-04   7.54106964e-04   6.56600343e-04
    7.87868261e-01   6.95059262e-03   2.27456540e-03   3.28651484e-04
    6.41143182e-03   1.93792820e-01]
 [  1.59809855e-03   5.10152779e-04   2.84925222e-01   4.53042751e-03
    4.61821198e-01   1.83757767e-03   2.42720619e-01   1.80350995e-04
    8.14437808e-04   1.06188271e-03]
 [  7.13716759e-07   4.23370807e-07   1.13798671e-06   2.25705939e-04
    7.44951762e-07   9.99001920e-01   6.62232196e-05   1.21768728e-08
    7.02191785e-04   9.66509901e-07]
 [  3.48665781e-05   1.65816229e-02   3.50668764e-04   1.36752806e-05
    2.48954784e-05   2.32425562e-04   9.82549191e-01   3.67480283e-07
    2.12044659e-04   3.90483393e-07]
 [  9.25765991e-01   1.36132105e-04   1.58626661e-02   9.86050349e-03
    4.61167423e-03   3.25331427e-02   6.08984905e-04   2.86249653e-03
    7.22160144e-03   5.36692038e-04]
 [  4.23569982e-05   6.41834573e-04   2.86652916e-03   1.84185209e-03
    9.67907254e-03   1.76634768e-03   1.26632093e-03   1.87239100e-04
    9.78703797e-01   3.00478330e-03]
 [  8.22006569e-08   3.03187336e-10   2.96698630e-08   5.94407140e-07
    1.26345889e-09   1.34792145e-07   7.92643295e-12   9.99805152e-01
    2.03317304e-05   1.73622873e-04]
 [  1.36609335e-04   4.46817983e-04   9.92303789e-01   5.82754426e-03
    2.95321314e-08   3.95567658e-05   2.22222661e-05   1.68914403e-06
    1.22158893e-03   2.90102037e-07]
 [  1.68429551e-06   6.36468712e-07   8.86650383e-01   1.01997610e-03
    3.07423670e-10   1.10526025e-06   5.55124569e-09   5.24758843e-06
    1.12321034e-01   1.07026743e-08]
 [  9.69520261e-06   2.07693051e-06   7.32311222e-04   6.40991926e-02
    1.93940380e-07   9.31221187e-01   5.58784052e-07   2.69145417e-08
    3.93446255e-03   3.49120654e-07]
 [  6.12557633e-04   3.27918315e-09   9.19469403e-06   1.49083598e-05
    4.18892916e-04   5.32562590e-05   2.83449708e-07   4.29636799e-02
    9.39558912e-03   9.46531594e-01]
 [  3.29977411e-05   9.22687832e-07   8.33890736e-05   2.67923383e-06
    2.74768554e-05   9.72633600e-01   1.03598181e-02   3.47520540e-07
    1.68548748e-02   3.86278361e-06]
 [  7.22955971e-04   2.21773516e-03   1.82934657e-01   7.26350605e-01
    6.89748049e-05   7.55295455e-02   3.23109515e-03   6.06007408e-04
    7.45486887e-03   8.83558823e-04]
 [  1.75757261e-04   6.56663033e-05   1.60528871e-05   1.38930613e-04
    2.21899551e-04   9.96561706e-01   2.44146097e-04   1.52031635e-05
    2.51373090e-03   4.69485203e-05]
 [  1.19613571e-04   1.40877743e-09   2.06941422e-07   3.27766829e-05
    1.42278301e-03   4.37650742e-05   2.98594188e-07   1.15599986e-02
    1.14225470e-04   9.86706316e-01]
 [  2.18254008e-05   3.05383961e-04   3.77262919e-03   9.74889100e-01
    1.15380302e-04   7.54913688e-03   1.79584604e-05   4.19013522e-05
    1.31779378e-02   1.08510467e-04]
 [  3.36478188e-05   4.42230888e-03   4.16609086e-03   1.02409185e-03
    1.26718078e-03   4.92341211e-03   8.46000612e-01   1.61735795e-06
    1.38145328e-01   1.55992802e-05]
 [  1.75534002e-02   1.69093619e-06   8.52712318e-02   3.23774875e-05
    6.66506216e-03   2.03177071e-04   8.75575602e-01   7.94751486e-06
    1.29939364e-02   1.69545773e-03]
 [  2.07894365e-04   6.83539338e-06   1.91224492e-04   3.08747876e-05
    5.53989634e-02   4.67707199e-04   1.15856499e-04   5.72430482e-03
    1.07190525e-03   9.36784446e-01]
 [  2.64122646e-05   9.82552171e-01   3.50660615e-04   4.65493370e-03
    9.94771370e-04   9.32604366e-04   5.04293654e-04   1.53531379e-03
    7.77989021e-03   6.69020985e-04]
 [  1.41182812e-02   2.66872776e-05   6.50083966e-05   3.21424901e-01
    4.80646213e-06   6.55682743e-01   1.43475088e-04   3.48627684e-04
    6.33715000e-03   1.84818951e-03]
 [  1.54359773e-01   2.40919053e-05   1.83791276e-02   7.94255137e-01
    4.13894086e-05   7.86776480e-04   2.97942074e-06   5.13331208e-04
    9.65427700e-03   2.19830777e-02]
 [  2.96983762e-05   3.64746074e-06   7.36946822e-05   6.43590392e-05
    9.84997272e-01   1.85942277e-03   1.95612174e-05   1.91259873e-03
    6.53004536e-05   1.09743886e-02]
 [  1.20767785e-04   4.34783506e-05   1.36271865e-05   4.01360390e-04
    2.39891771e-04   7.32860819e-04   1.66139088e-07   9.77524400e-01
    1.57689879e-04   2.07657758e-02]
 [  9.99610126e-01   1.25135891e-09   2.53517966e-04   4.52866152e-06
    1.23492494e-09   1.31403271e-04   1.25360572e-07   2.43566429e-08
    2.29551844e-07   1.08790374e-07]
 [  6.59518614e-02   4.76698857e-03   1.66185154e-03   1.34065491e-03
    2.34352320e-01   3.56791019e-01   3.16630691e-01   1.74405717e-03
    1.07322605e-02   6.02826849e-03]
 [  4.85562370e-04   1.55358975e-05   2.78929045e-04   4.56980546e-04
    6.92611648e-05   1.05815625e-03   3.98798541e-08   9.29663837e-01
    1.53136236e-04   6.78185970e-02]
 [  2.37903465e-03   6.61896763e-07   7.55453730e-05   5.02463299e-05
    3.18952458e-04   1.22076657e-04   9.96974707e-01   2.76174852e-08
    7.77554669e-05   1.10437031e-06]
 [  6.53323286e-06   3.08691511e-07   8.44018984e-07   5.16180189e-05
    6.64957217e-04   7.85591401e-05   7.01180269e-08   3.51599194e-02
    1.49009493e-03   9.62547123e-01]
 [  5.17735549e-04   9.10867602e-02   3.29436548e-03   1.99732394e-03
    5.87159535e-04   2.23717629e-03   8.94379973e-01   8.81028245e-06
    5.83347119e-03   5.71527598e-05]
 [  8.71619850e-04   6.29198097e-04   7.07279751e-03   7.26297614e-04
    9.05904114e-01   1.93671137e-02   3.37455189e-03   1.16203190e-03
    2.49040071e-02   3.59883234e-02]
 [  9.15359196e-05   9.81408957e-05   9.90194499e-01   2.45775067e-04
    1.71565378e-04   6.03880209e-04   3.87996528e-03   1.57187139e-06
    4.69987420e-03   1.31972665e-05]
 [  7.35519143e-06   2.09164341e-07   1.73482076e-05   1.73028267e-04
    4.59967578e-06   9.99551356e-01   1.93228305e-04   3.08584958e-07
    4.79975170e-05   4.42054306e-06]
 [  2.61831678e-06   3.73174544e-06   1.02047181e-06   2.49971228e-04
    3.93199502e-04   8.23600916e-04   4.65324028e-08   2.92601660e-02
    1.53710062e-04   9.69111979e-01]
 [  1.74617435e-05   7.05112939e-07   2.28587160e-04   8.50097556e-03
    1.02552826e-06   9.83059645e-01   2.65914650e-07   4.52894170e-07
    8.16330407e-03   2.75168004e-05]
 [  6.04647066e-05   3.28838894e-08   2.03910716e-07   6.65689950e-05
    1.26992734e-06   9.99592602e-01   1.39857855e-06   3.02095259e-06
    2.65339564e-04   9.11307870e-06]]
INFO:tensorflow:probabilities = [[  7.45605576e-06   5.70435532e-06   3.60513659e-05   6.08738560e-07
    9.99293804e-01   5.87936447e-05   2.34655046e-04   1.26484865e-05
    5.64378061e-05   2.93780729e-04]
 [  1.31394845e-04   9.57342982e-01   5.10539068e-03   1.15208479e-03
    1.02747523e-03   5.85771445e-03   1.89239072e-04   1.19316537e-04
    2.90483609e-02   2.61897749e-05]
 [  9.99756157e-01   7.21459603e-09   2.28021622e-06   1.59158280e-05
    7.95175623e-08   2.04192707e-04   6.78652486e-06   9.42071892e-06
    1.07769688e-06   4.04824368e-06]
 [  2.43734357e-05   9.32855904e-01   5.03709214e-03   3.57447076e-04
    1.23695505e-03   1.09059811e-02   1.31572830e-02   7.54938981e-07
    3.63746807e-02   4.96212378e-05]
 [  2.93717449e-07   3.19382502e-06   1.31706038e-05   3.62208229e-04
    1.31501467e-03   3.38347345e-05   5.00060864e-08   2.44661554e-04
    4.60419891e-04   9.97567177e-01]
 [  4.36494593e-05   8.66748742e-05   5.01956372e-03   9.81014967e-01
    9.24102205e-05   2.16432847e-03   4.75799607e-05   2.27240234e-05
    1.13588013e-02   1.49337313e-04]
 [  6.41343868e-05   9.98295963e-01   3.63780127e-04   2.05073899e-04
    1.48803811e-04   1.88261311e-05   7.82303468e-05   3.86597327e-04
    3.63873813e-04   7.47732483e-05]
 [  9.96301137e-03   2.93769711e-03   2.49713194e-03   3.61014187e-01
    9.80555080e-04   5.83807588e-01   2.75643892e-03   2.71137878e-02
    7.57768843e-03   1.35195476e-03]
 [  1.16409952e-04   2.39698602e-06   2.23720897e-04   4.32412526e-05
    5.40443789e-03   9.59172205e-04   9.92620230e-01   3.06365519e-06
    4.18251555e-04   2.08923142e-04]
 [  2.42988542e-01   2.86565599e-04   1.25454050e-02   5.26507385e-02
    1.09677014e-04   5.30215740e-01   7.30201276e-03   1.53822584e-05
    1.53573826e-01   3.12264514e-04]
 [  2.05416727e-04   8.84637921e-05   1.69578176e-02   8.34476233e-01
    8.49110656e-05   9.05175321e-03   1.09617664e-04   5.86713944e-03
    1.30571753e-01   2.58695474e-03]
 [  9.98912811e-01   6.87207447e-09   1.97173023e-04   1.12382659e-04
    9.57191659e-09   6.28731214e-04   3.93613118e-06   1.54127829e-05
    1.02868704e-04   2.66609131e-05]
 [  9.70393047e-03   2.77198487e-05   1.39163487e-04   1.29761209e-03
    2.30921316e-04   1.15498342e-02   9.73494172e-01   3.76240450e-06
    3.54176131e-03   1.13097194e-05]
 [  1.29349792e-04   9.83956993e-01   4.61068423e-03   3.23520694e-03
    3.75873147e-04   1.46559789e-04   9.04524466e-04   5.06004645e-03
    1.41091039e-03   1.69966297e-04]
 [  7.27421721e-05   7.59643372e-05   9.74032223e-01   7.25154066e-03
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 [  9.63547573e-05   1.71670850e-04   1.59040483e-05   2.03365833e-03
    2.98939627e-02   2.07349285e-02   7.21792821e-06   2.60230177e-03
    2.12919991e-03   9.42314804e-01]
 [  3.64045904e-04   1.03295279e-04   5.57850872e-05   1.71393680e-03
    7.82642812e-02   2.92900437e-03   3.34285141e-05   2.89947875e-02
    1.15316373e-03   8.86388242e-01]
 [  6.81032543e-06   1.07657002e-06   2.38357043e-05   5.37940476e-04
    7.12739630e-03   3.04666959e-04   9.41918699e-07   9.95064271e-04
    1.59701542e-03   9.89405215e-01]
 [  5.18572563e-03   7.66984769e-04   4.08467691e-04   7.78743590e-04
    2.28072703e-03   8.61247405e-02   8.44266057e-01   3.43182160e-06
    6.00678846e-02   1.17273543e-04]
 [  2.70818055e-06   1.78475807e-06   2.99672338e-05   9.98486996e-01
    8.14894463e-09   5.53574471e-04   1.26510500e-08   1.59762683e-04
    6.64972293e-04   1.00155106e-04]
 [  6.78832384e-06   3.27924754e-05   1.85335812e-05   4.36042319e-05
    9.96169984e-01   6.37981400e-04   3.54249132e-05   8.99903942e-04
    8.74556063e-05   2.06764741e-03]]
INFO:tensorflow:global_step/sec: 158.072
INFO:tensorflow:loss = 0.163545, step = 13301
INFO:tensorflow:probabilities = [[  3.75714137e-07   2.68886424e-07   2.67905871e-05   1.71788074e-07
    4.47434315e-04   6.29926262e-07   9.99520540e-01   4.19729762e-09
    3.83779206e-06   2.75942167e-08]
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    8.70213285e-03   3.35662393e-04   8.94806908e-06   5.76439127e-02
    7.62793759e-04   9.32180047e-01]
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    1.93501353e-01   6.02669956e-04   2.22758026e-05   1.03655700e-02
    1.34965032e-02   7.60896921e-01]
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    3.76435523e-08   1.71509964e-05   6.93880651e-08   1.25126832e-07
    9.99710262e-01   7.79252441e-05]
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    2.48810858e-04   2.29997568e-07]
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    3.09148664e-03   9.45237458e-01]
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    4.32301080e-03   8.41731250e-01]
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    4.01740945e-05   1.36609175e-04]
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    5.34119026e-04   1.42107785e-06]
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    9.40374192e-03   1.46740888e-06]
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    1.53190359e-01   5.09987533e-01]
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 [  4.05454123e-03   1.17321576e-06   3.57255153e-02   6.51047984e-03
    4.63458884e-04   2.07752152e-03   2.84071692e-04   2.16576431e-04
    8.97682309e-01   5.29843494e-02]
 [  1.85504905e-05   9.88085270e-01   8.51460674e-04   8.82652472e-04
    2.25646247e-04   9.01760301e-04   3.62517865e-04   1.52611255e-03
    6.70334278e-03   4.42586490e-04]
 [  1.67319484e-07   2.04233515e-07   3.62109745e-07   1.13015967e-05
    2.13694889e-07   4.10290454e-07   6.28533545e-11   9.99828696e-01
    4.96143343e-07   1.58136507e-04]
 [  1.26709157e-04   1.05771255e-06   1.36358035e-03   1.93570368e-03
    2.01667135e-05   7.01808895e-05   1.73494720e-06   6.10577990e-04
    9.83275235e-01   1.25950594e-02]
 [  2.94135389e-04   8.97546124e-06   1.54509593e-03   9.21419203e-01
    2.05529332e-07   7.45796710e-02   1.43435193e-06   3.57064437e-06
    1.84179819e-03   3.05826165e-04]
 [  1.19979428e-02   8.48065611e-07   8.47218966e-04   9.09873903e-01
    4.43754715e-07   7.65283704e-02   1.32548239e-05   2.32852490e-05
    3.02203902e-04   4.12629539e-04]
 [  1.08417762e-05   1.14855885e-08   2.70845085e-05   4.47726620e-07
    9.99580920e-01   3.05997346e-05   2.98123865e-04   1.00484276e-05
    5.24549660e-06   3.66480308e-05]
 [  9.73409624e-05   2.67886708e-06   1.25961160e-05   5.92665720e-06
    1.97921190e-06   1.27989324e-02   1.13426322e-05   2.83077543e-06
    9.87062633e-01   3.72327713e-06]
 [  3.02875869e-05   2.80544646e-06   1.27752046e-05   1.50126929e-04
    9.89954360e-03   4.26787272e-04   1.25828001e-06   3.04274797e-03
    1.31068355e-03   9.85122979e-01]
 [  1.39663392e-03   1.18225907e-04   1.27053086e-03   9.93154407e-01
    2.59305434e-05   1.70556584e-03   1.04681485e-05   1.95038429e-05
    2.00394564e-03   2.94747209e-04]
 [  2.42950046e-04   9.45057154e-01   2.54065427e-03   7.89668353e-04
    5.99073421e-04   4.17310257e-05   2.70488542e-02   1.31342895e-04
    2.33850889e-02   1.63419274e-04]
 [  7.89719650e-07   3.07703478e-04   9.90340769e-01   5.98750310e-03
    3.03125889e-05   5.19448440e-06   3.74873849e-07   2.92573613e-03
    2.94082944e-04   1.07495645e-04]
 [  6.36739569e-05   9.95277762e-01   6.64492720e-04   1.99945946e-03
    2.32266859e-04   1.29983338e-04   1.56001581e-04   9.86419269e-04
    3.76997836e-04   1.12833091e-04]
 [  2.17863894e-03   3.59616679e-05   6.14136364e-03   4.56997938e-03
    1.04990647e-06   8.30104295e-03   1.19451741e-07   9.76905882e-01
    1.03537350e-04   1.76249165e-03]
 [  8.87140512e-01   4.61073825e-04   1.84445158e-02   1.07503720e-02
    1.23589369e-03   1.03371562e-02   2.01796740e-03   2.88922675e-02
    2.08744556e-02   1.98459104e-02]
 [  3.79596304e-06   2.66859473e-07   3.77766628e-05   5.61165652e-05
    1.57222203e-07   2.15447085e-06   6.24128249e-10   9.98611212e-01
    1.29998161e-05   1.27551751e-03]
 [  3.94457136e-04   8.75223339e-01   9.94045194e-03   6.03698231e-02
    5.48601942e-03   6.67055976e-03   2.61833961e-03   7.36705167e-03
    2.69179121e-02   5.01184305e-03]
 [  1.82217627e-06   2.49885712e-09   6.77748394e-05   4.20450451e-05
    6.40704769e-08   7.41119613e-04   1.02831045e-05   8.68965984e-08
    9.99035239e-01   1.01560508e-04]
 [  1.99339138e-06   3.58064062e-05   1.92089821e-04   5.58924512e-04
    2.55601094e-06   6.16025955e-06   1.88627745e-08   9.98837292e-01
    2.36876213e-06   3.62772960e-04]
 [  4.47294915e-05   2.87268730e-03   3.31875950e-01   1.93142742e-01
    4.21848730e-04   9.07467492e-03   3.11926310e-03   7.25230668e-04
    4.57336217e-01   1.38658227e-03]
 [  1.97633239e-03   1.18869857e-03   9.56886768e-01   4.65763500e-03
    2.18534842e-06   1.47809726e-04   1.22512618e-04   2.01248786e-05
    3.49834599e-02   1.46327857e-05]
 [  4.43077588e-05   5.91204688e-03   4.03733895e-04   2.76983287e-02
    1.05563980e-04   3.19841114e-04   8.03090643e-07   9.00819123e-01
    4.16669883e-02   2.30293013e-02]
 [  3.44190812e-05   1.66513914e-07   3.22354413e-06   2.38923865e-04
    1.65984407e-03   5.24118077e-05   1.26045663e-07   3.98444831e-01
    3.05266847e-04   5.99260807e-01]
 [  3.17305312e-05   5.70459270e-05   1.14637183e-03   9.00910745e-05
    5.80709777e-04   4.29594395e-04   9.96609986e-01   2.14428860e-06
    1.05084537e-03   1.40555358e-06]
 [  1.02075801e-05   1.75884995e-03   5.83873130e-03   5.08804500e-01
    2.60118744e-04   4.74141259e-03   1.42540293e-05   5.42597903e-04
    4.75723326e-01   2.30599823e-03]
 [  9.00492410e-07   7.25166028e-05   4.99203918e-04   6.73244067e-04
    1.42107108e-08   1.53044880e-06   2.75877238e-10   9.96832430e-01
    1.63402467e-04   1.75675459e-03]
 [  5.94537996e-05   9.90100980e-01   4.00703400e-04   7.08015694e-04
    1.39283750e-03   6.36463810e-05   3.14506091e-04   5.42227179e-03
    1.05624855e-03   4.81262017e-04]
 [  9.99978627e-04   6.51126247e-05   5.20948903e-04   1.00176976e-05
    3.02187196e-04   2.56994111e-03   9.93303597e-01   1.30319836e-06
    2.18580151e-03   4.10986868e-05]]
INFO:tensorflow:probabilities = [[  3.40530642e-05   9.95652556e-01   3.66655760e-04   6.02776359e-04
    1.91458181e-04   8.77978309e-05   5.14676562e-04   6.99008058e-04
    1.67303951e-03   1.77894661e-04]
 [  1.28463813e-04   9.83432770e-01   4.42516664e-03   5.59211010e-04
    4.25892940e-04   2.75564176e-04   2.65419856e-03   1.24396523e-03
    6.77329116e-03   8.13760853e-05]
 [  2.99099702e-05   9.98908281e-01   2.88926793e-04   1.25452920e-04
    4.16023031e-05   3.80624115e-05   2.31920887e-04   2.63562397e-05
    2.94244033e-04   1.52363755e-05]
 [  4.82697806e-06   5.86190140e-07   5.93369577e-06   3.36406811e-04
    3.80657013e-07   1.14171351e-04   1.47515528e-10   9.83788013e-01
    1.02870017e-05   1.57393161e-02]
 [  6.80599624e-05   1.87380429e-05   3.57817160e-03   1.44910708e-04
    9.86906528e-01   2.37344924e-04   6.39143446e-03   2.60028228e-05
    2.83610334e-05   2.60035787e-03]
 [  1.45091588e-04   4.52567765e-04   7.63815915e-05   1.84999185e-03
    7.66258717e-01   5.22553455e-03   1.03102578e-03   1.27596303e-03
    1.73922144e-02   2.06292585e-01]
 [  2.06173045e-05   1.75877125e-04   4.23199061e-04   9.83343542e-01
    6.44440472e-04   1.94800715e-03   3.68467090e-06   2.46593938e-03
    5.61526325e-03   5.35949832e-03]
 [  2.40469206e-04   3.88037902e-03   5.83767076e-04   2.76308972e-02
    1.41232647e-02   3.96699877e-04   2.15612890e-05   1.44393563e-01
    8.57164431e-03   8.00157726e-01]
 [  2.25535478e-05   1.83842407e-04   5.14026673e-04   7.65343371e-04
    6.15658760e-01   4.81624884e-04   1.19829951e-04   1.02813235e-02
    4.85518528e-03   3.67117584e-01]
 [  5.75159502e-05   1.40464344e-05   9.14341967e-07   5.45636332e-03
    9.11377265e-06   9.94241714e-01   2.85409697e-05   5.71256919e-07
    1.16287520e-04   7.49525861e-05]
 [  9.99932408e-01   1.52836477e-09   3.59145247e-06   3.27583990e-07
    8.28680840e-08   7.33346269e-06   5.80317737e-06   1.03170305e-06
    3.97886688e-05   9.37995446e-06]
 [  2.70656670e-07   3.05843787e-06   1.71109088e-04   2.61379773e-05
    9.97825027e-01   1.13153590e-04   3.72226263e-04   1.62258639e-05
    5.00572904e-04   9.72410082e-04]
 [  7.03471480e-04   8.41804876e-07   1.76002995e-05   3.84912342e-02
    1.48001971e-04   9.03387725e-01   2.02045703e-05   3.75270065e-05
    4.99085560e-02   7.28479819e-03]
 [  4.06760989e-08   3.15925354e-06   9.99968171e-01   2.73892747e-05
    3.40538109e-09   5.42649525e-09   2.16310192e-09   1.18317541e-06
    3.03443635e-08   6.83233781e-09]
 [  2.82578156e-07   1.97140348e-08   2.20661789e-07   7.30465763e-05
    1.80320865e-06   9.99909163e-01   4.75986462e-06   4.05674516e-09
    6.25368830e-06   4.51005326e-06]
 [  2.09351401e-06   9.96396062e-04   2.02799885e-04   2.52774078e-03
    7.03940668e-06   9.33138290e-06   2.11097397e-08   9.95454907e-01
    2.17650959e-04   5.82019973e-04]
 [  1.84322084e-06   1.73456183e-08   3.96489895e-07   7.27750971e-09
    9.99901414e-01   8.41001656e-06   1.28736528e-05   3.05458957e-06
    3.57757017e-05   3.61584644e-05]
 [  5.16964883e-06   2.15943885e-08   7.61207701e-08   2.05487104e-05
    7.77137575e-06   1.45493410e-04   3.01867475e-10   9.94913578e-01
    2.15433352e-06   4.90512839e-03]
 [  3.98303746e-06   2.76027877e-05   3.61283368e-04   9.99167919e-01
    1.61164098e-06   2.60934408e-04   3.09623238e-06   4.90225575e-05
    8.80224034e-05   3.64722218e-05]
 [  3.13127856e-07   6.93064749e-07   8.98755115e-06   9.47092667e-06
    9.89926696e-01   3.27062162e-06   2.37639924e-05   1.44438702e-03
    5.14562344e-05   8.53093807e-03]
 [  1.29474938e-04   2.52533704e-04   3.15678143e-03   1.14080384e-01
    7.09890401e-07   7.49356765e-03   3.45909648e-05   1.53584351e-05
    8.74719739e-01   1.16743620e-04]
 [  7.29794738e-06   2.01616320e-04   1.18453654e-05   2.16339855e-03
    8.31110835e-01   1.93156314e-03   1.50770662e-04   5.69638610e-03
    2.19472051e-02   1.36779010e-01]
 [  1.75718853e-07   3.20461998e-03   9.91776943e-01   4.99007152e-03
    4.07129930e-09   3.11467033e-06   7.62770969e-06   8.18784486e-07
    1.66069258e-05   1.16033516e-10]
 [  2.14539650e-05   9.10960807e-06   7.61405972e-05   6.05950016e-04
    1.12088310e-04   8.97783684e-05   8.16215575e-08   9.73600626e-01
    1.19324150e-05   2.54729036e-02]
 [  2.36865304e-07   9.60046691e-07   7.98308122e-07   5.03294075e-07
    9.97192800e-01   2.19011645e-06   8.81087180e-06   4.74827211e-05
    5.32972917e-05   2.69313948e-03]
 [  3.04682681e-06   4.78275115e-06   1.35771683e-04   1.29460255e-04
    9.92436945e-01   1.36997295e-03   2.85282731e-04   8.32756778e-05
    6.02960587e-04   4.94840648e-03]
 [  5.31751084e-06   2.53865670e-04   9.98114824e-01   1.01795956e-03
    2.93176796e-04   1.37506659e-05   5.57083331e-06   1.87644935e-06
    2.82054039e-04   1.14910072e-05]
 [  5.84824306e-07   3.22927394e-06   7.38293165e-03   9.92452800e-01
    2.62473407e-07   2.06810255e-05   2.08111199e-08   2.21163091e-07
    1.35691400e-04   3.59892374e-06]
 [  1.37844870e-06   2.37761757e-08   8.12271594e-07   4.83791955e-05
    7.11966932e-05   1.56838832e-05   7.20387394e-09   2.52137252e-04
    3.76085954e-04   9.99234319e-01]
 [  1.81978419e-02   2.58923462e-03   1.45227183e-03   6.24105218e-04
    1.65304565e-03   1.86606962e-02   7.35376356e-03   4.69433703e-03
    9.37958658e-01   6.81604445e-03]
 [  1.08978656e-06   8.86317284e-05   9.98623610e-01   8.25659721e-04
    1.46636055e-04   5.85135149e-06   2.09010585e-04   4.47535567e-05
    5.21836737e-05   2.53426970e-06]
 [  1.12364678e-05   9.37045406e-05   2.95372829e-05   1.93257685e-04
    1.00972890e-07   4.81154166e-05   6.45804164e-07   2.04585785e-06
    9.99610960e-01   1.03406837e-05]
 [  1.20952700e-05   1.35914865e-06   1.80506322e-06   5.71874307e-06
    9.92107809e-01   1.14062466e-04   9.16543795e-05   1.25910068e-04
    1.25995954e-04   7.41369044e-03]
 [  1.26838475e-03   5.79012511e-03   3.21214646e-02   2.41275830e-03
    3.65721155e-03   1.58558618e-02   9.29820359e-01   5.52648307e-05
    8.99564940e-03   2.27874843e-05]
 [  2.74945396e-05   1.75859270e-04   1.78013375e-04   9.75629270e-01
    8.75054277e-04   1.57284476e-02   3.71440983e-05   1.47960800e-05
    2.75187008e-03   4.58205026e-03]
 [  3.81832384e-03   5.08977973e-04   1.81037781e-03   1.26711500e-04
    2.54309224e-03   2.93185032e-04   9.90347862e-01   2.31123504e-05
    3.82123282e-04   1.46172373e-04]
 [  2.18189741e-03   1.09920482e-04   4.45374579e-04   1.20918814e-03
    4.91050130e-04   3.79273365e-03   2.07901871e-06   8.91486883e-01
    2.37563439e-03   9.79051664e-02]
 [  2.47269763e-05   1.60178774e-06   4.85997261e-05   1.58074734e-04
    7.61529757e-03   4.98154026e-04   2.79593428e-06   1.08167147e-02
    1.75626448e-03   9.79077756e-01]
 [  5.58520878e-06   9.94447589e-01   1.70490972e-03   5.84549794e-04
    1.96687019e-04   1.62666547e-05   7.60874100e-05   2.37029698e-03
    5.59671549e-04   3.83267179e-05]
 [  4.16191369e-06   3.89864988e-04   1.51610720e-05   9.41895065e-04
    1.93204230e-07   9.98292863e-01   3.23667336e-05   1.22174288e-06
    3.21314699e-04   9.71050440e-07]
 [  5.57527251e-08   6.18530805e-07   9.99965310e-01   2.93364374e-05
    3.74964726e-09   1.68506826e-08   1.93215942e-06   4.22841273e-09
    2.71321437e-06   1.65002734e-10]
 [  4.44850913e-04   2.09309364e-05   2.74026661e-05   1.14327008e-02
    9.58177116e-05   9.80025530e-01   3.44741682e-04   4.93191578e-07
    6.66987896e-03   9.37631121e-04]
 [  1.27153855e-03   1.55310181e-03   6.02285028e-04   1.23599786e-02
    4.34931062e-05   9.67653453e-01   3.86909087e-04   2.10981852e-05
    1.59719773e-02   1.36203817e-04]
 [  7.83713069e-04   5.87281131e-04   1.74116530e-03   7.32769258e-04
    1.55664990e-02   8.26920569e-03   9.72104549e-01   1.43012594e-05
    1.18907017e-04   8.17440232e-05]
 [  3.99778673e-06   9.98536110e-01   6.41131192e-05   3.89325287e-04
    9.94294896e-05   4.09028962e-06   3.22074164e-04   2.37064654e-04
    3.08219926e-04   3.54845761e-05]
 [  9.92564559e-01   2.45055776e-06   6.00265339e-04   2.76573235e-04
    1.37540724e-07   6.24175416e-03   1.29279051e-05   5.88424446e-05
    1.04298393e-04   1.38346702e-04]
 [  1.03808761e-05   9.98459816e-01   3.51535738e-04   7.77070454e-05
    1.63895078e-04   3.18706552e-05   6.97586511e-05   6.91230060e-04
    1.23826292e-04   2.01283856e-05]
 [  2.05713045e-03   9.60776597e-05   4.83106077e-03   8.13655183e-02
    1.46690453e-03   7.94242382e-01   9.94788832e-04   2.78388819e-04
    1.13652639e-01   1.01508293e-03]
 [  3.20152612e-04   4.44383658e-02   4.99727875e-01   8.34208876e-02
    6.14703822e-05   2.23183903e-04   5.62275352e-04   1.61241041e-04
    3.70407492e-01   6.77100266e-04]
 [  3.20594409e-04   1.20413737e-04   9.85390782e-01   2.26743519e-03
    6.05151569e-03   3.71770497e-04   3.88067274e-04   1.76927861e-04
    6.52085291e-04   4.26038215e-03]
 [  9.74110321e-08   9.92385623e-08   1.22857315e-07   1.01507908e-06
    9.97929692e-01   1.68726854e-06   4.74183992e-07   6.90414818e-05
    1.15857547e-05   1.98627776e-03]
 [  1.17162272e-05   7.22618715e-05   9.99162436e-01   6.49835682e-04
    4.47278524e-07   2.23057941e-06   9.44532349e-06   4.83686961e-07
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    7.36212498e-03   3.52633111e-02]
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    9.79302917e-03   2.32444494e-03]
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    2.04632804e-03   8.10321508e-05]
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    8.93003821e-01   1.28855128e-02]
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    7.78585672e-02   1.38804382e-02]
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    7.16376002e-04   1.46448275e-03]
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    1.35092819e-06   2.62293196e-03   2.42996907e-06   2.09420414e-05
    9.97082531e-01   4.53666617e-05]
 [  4.67546424e-03   2.08811907e-05   8.34066421e-04   2.21043651e-04
    2.62540880e-06   1.36289268e-03   6.15004046e-06   1.06140366e-03
    9.87088501e-01   4.72695101e-03]
 [  9.60831523e-01   2.69296692e-07   7.07732514e-04   1.05972538e-06
    2.58890516e-03   2.84771016e-03   3.10657863e-02   5.75283666e-05
    1.87861442e-03   2.09832342e-05]
 [  2.88505398e-04   1.73521973e-03   7.82017875e-03   3.96356685e-03
    3.38667633e-05   5.01306058e-05   8.17079272e-04   3.00505108e-05
    9.85242307e-01   1.91216604e-05]
 [  7.65502977e-04   9.83614624e-01   1.24109152e-03   3.83050559e-04
    1.55317714e-03   1.64520333e-03   5.04852459e-03   2.10342743e-03
    3.24744196e-03   3.97963653e-04]
 [  6.37034792e-03   1.32950181e-05   5.10413339e-03   5.27868094e-03
    1.97870424e-03   2.67275167e-03   8.72685295e-03   6.07178299e-06
    9.67653573e-01   2.19560997e-03]
 [  1.78438427e-07   2.50602483e-07   2.71490397e-04   9.99104202e-01
    4.34866543e-09   2.91524120e-05   5.06317388e-09   1.98844052e-09
    5.94272569e-04   3.46776318e-07]
 [  3.48027050e-03   3.00556557e-08   4.81889037e-05   1.15606608e-05
    2.74258173e-06   9.17734087e-01   5.42870723e-04   4.55372685e-07
    7.81475231e-02   3.22512751e-05]
 [  4.85646585e-03   5.74926063e-02   5.81720332e-03   4.73175317e-01
    8.93009856e-05   1.57457385e-02   1.14804961e-05   2.52447367e-01
    1.29217177e-03   1.89072400e-01]
 [  2.44252533e-05   3.68233596e-05   1.62802025e-04   3.58517500e-05
    4.98655206e-03   6.46362873e-03   1.02375627e-04   1.10949518e-03
    9.32428002e-01   5.46500608e-02]]
INFO:tensorflow:global_step/sec: 157.571
INFO:tensorflow:loss = 0.261582, step = 13401
INFO:tensorflow:probabilities = [[  9.92658198e-01   5.79420794e-06   9.05771682e-04   7.89901183e-04
    3.81946127e-04   1.07666143e-04   4.71961312e-03   9.71051195e-05
    6.31168077e-05   2.70921591e-04]
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    8.68997769e-04   9.70358431e-01]
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    2.18829559e-03   1.27699750e-04]
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    1.49298261e-03   5.41878538e-03]
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    9.77025032e-01   1.04945293e-03]
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    1.25914050e-06   3.70742832e-08]
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 [  3.65333661e-04   3.41446248e-05   2.94011639e-04   4.80672694e-04
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    5.16175669e-06   5.30208973e-03]
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    6.22446460e-05   3.12732373e-05]
 [  3.76854700e-06   6.27599874e-08   4.37486742e-05   9.09737264e-06
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    7.49312130e-06   8.75929464e-03]
 [  2.80747889e-04   9.84556794e-01   5.86063310e-04   1.56921789e-03
    3.60115082e-04   1.01601868e-03   2.24193186e-03   3.20841587e-04
    8.79360922e-03   2.74587190e-04]
 [  2.60076354e-06   1.00892084e-09   2.94143410e-05   5.47219656e-07
    9.96524632e-01   3.52317124e-06   2.65990984e-05   6.87435677e-05
    3.04145328e-06   3.34071624e-03]
 [  3.00215576e-02   1.08170275e-06   9.65122879e-01   1.22323853e-03
    1.36270246e-04   5.23222843e-04   4.58743998e-05   4.23644582e-04
    1.55713817e-04   2.34662672e-03]
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    1.47475209e-02   4.31239046e-03]
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    1.34350045e-03   2.34146908e-04]
 [  5.82694838e-06   7.50158370e-06   2.34390071e-04   9.99225497e-01
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    3.98190932e-05   7.67450331e-07]
 [  3.71117181e-07   2.35514186e-08   1.81255203e-07   6.30510112e-05
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    3.09927651e-04   1.33028943e-02]
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    1.54117850e-04   3.38068676e-05   1.87754559e-08   5.51683828e-03
    6.04262983e-04   9.93432641e-01]
 [  1.33723050e-04   1.10639235e-06   4.28156545e-06   6.27673278e-03
    2.01462699e-05   9.84634459e-01   4.72861138e-04   1.03245038e-05
    2.96469370e-04   8.14975612e-03]
 [  9.33983101e-05   3.72583781e-06   1.66391055e-05   8.13585985e-03
    1.72745949e-03   4.14699353e-02   1.52498942e-05   2.25811768e-02
    4.33586165e-03   9.21620667e-01]
 [  2.97334083e-07   2.07402001e-04   9.99088287e-01   7.02880963e-04
    2.12179080e-10   1.87009856e-08   6.98639795e-08   1.50451331e-08
    9.78340040e-07   3.14939047e-11]
 [  3.44520686e-07   1.12927455e-06   1.71226784e-05   8.74318575e-05
    4.89230843e-07   6.37777362e-07   2.36015318e-10   9.99820173e-01
    1.71484714e-06   7.10803797e-05]
 [  3.34950979e-04   9.01751700e-05   5.94613412e-05   6.71553571e-05
    1.65797442e-01   3.41230258e-03   2.25012409e-05   4.58655581e-02
    1.54469104e-03   7.82805800e-01]
 [  1.47658321e-08   2.65083401e-07   7.93908293e-06   1.14678005e-05
    3.16738635e-08   9.80167201e-08   8.13223600e-10   9.99882340e-01
    2.97514066e-06   9.48295856e-05]
 [  2.06716533e-04   1.57354280e-05   3.90043424e-04   1.15621276e-03
    9.83144641e-01   7.17217976e-04   5.64823917e-04   2.60003435e-04
    2.23334337e-05   1.35222999e-02]
 [  6.72146427e-08   6.05969472e-05   1.78799688e-04   9.93005991e-01
    1.36236558e-04   3.97683540e-03   2.85459055e-06   1.13222522e-04
    2.34317128e-03   1.82332107e-04]
 [  5.10658901e-05   9.76832330e-01   9.51320864e-04   1.16330001e-03
    8.00182752e-04   6.96670540e-05   1.77756243e-04   1.84893925e-02
    6.24397944e-04   8.40560300e-04]
 [  3.68922541e-04   9.94559944e-01   6.55261800e-04   4.76315006e-04
    3.50672140e-04   3.33129923e-04   5.92546246e-04   2.38681707e-04
    2.30717612e-03   1.17254858e-04]
 [  6.71860820e-04   8.98663302e-07   7.97809844e-06   6.03048102e-05
    3.25120491e-04   2.35053390e-01   7.49835968e-01   3.24998943e-08
    1.40286516e-02   1.58002822e-05]
 [  1.05065876e-04   8.00969481e-01   1.43743068e-01   1.28193181e-02
    6.96318784e-06   4.08136323e-02   1.00490707e-03   1.92616077e-04
    3.43319494e-04   1.60077104e-06]
 [  9.84627241e-06   2.85569131e-02   9.30117011e-01   1.95525424e-03
    2.39082765e-05   6.11494412e-04   1.75821566e-04   3.70405577e-02
    9.64691164e-04   5.44488779e-04]
 [  9.99894142e-01   1.58888402e-09   1.46216671e-05   8.54815084e-07
    3.70285534e-07   1.85975023e-06   8.58905842e-05   1.16442368e-06
    1.31330268e-07   8.93403580e-07]
 [  3.84099003e-05   2.35141451e-05   3.72046197e-05   9.65509832e-01
    3.48067601e-06   3.39020528e-02   9.01107342e-07   6.68444363e-06
    2.46303389e-04   2.31664104e-04]
 [  3.61732333e-07   7.18002696e-07   1.94435561e-05   9.99684334e-01
    5.47780621e-09   2.83289352e-04   1.19280577e-08   2.91532309e-09
    1.16321216e-05   2.39941784e-07]
 [  6.72308815e-05   9.93319154e-01   2.34740740e-03   9.96389776e-04
    1.82426316e-04   7.47742815e-05   4.37163748e-04   9.39214660e-04
    1.61013624e-03   2.59701901e-05]
 [  2.52463360e-04   7.31422290e-07   2.78812018e-04   1.25727420e-05
    9.88822937e-01   1.08183490e-03   9.57346230e-04   2.39146946e-04
    4.42421660e-05   8.30984209e-03]
 [  4.08276683e-05   2.49408826e-04   7.62750351e-05   2.03841773e-05
    4.38897143e-04   1.36309990e-03   9.96479571e-01   6.28955164e-08
    1.32932677e-03   1.96419023e-06]
 [  4.16215742e-04   1.32312503e-04   5.58060640e-03   4.25078644e-04
    1.20717334e-03   1.64801464e-03   9.89766061e-01   1.42080817e-05
    6.65185624e-04   1.45077298e-04]
 [  1.93713258e-05   2.58473443e-09   2.89440668e-05   5.65919827e-08
    9.99176800e-01   2.93704306e-06   7.27437669e-04   2.27856581e-05
    9.73954457e-07   2.07604517e-05]
 [  9.43737978e-05   7.43538141e-04   8.34517050e-05   8.83872714e-03
    5.30000329e-01   4.44735494e-03   4.48548992e-04   1.11472504e-02
    2.20776210e-03   4.41988647e-01]
 [  2.23675321e-04   9.94529903e-01   5.48403244e-04   1.79708970e-03
    2.64171482e-04   3.37954727e-04   3.55221127e-04   9.11062991e-04
    6.28163631e-04   4.04294493e-04]
 [  9.81624305e-01   6.38854885e-07   2.53911803e-05   2.40383524e-05
    1.55091399e-07   1.75489895e-02   3.71326285e-04   9.71987333e-07
    3.86307191e-04   1.81155847e-05]
 [  7.99524787e-06   6.68719531e-06   3.48927460e-05   1.96535070e-03
    8.46576702e-04   1.88821706e-03   1.21195157e-07   4.70982213e-03
    2.33185589e-02   9.67221797e-01]
 [  9.14678152e-04   8.00738394e-01   1.86016895e-02   3.40065919e-02
    1.94106475e-02   4.85019293e-03   2.61114794e-03   5.57036996e-02
    3.60404812e-02   2.71225069e-02]
 [  1.81394335e-05   6.84346596e-05   6.87083684e-06   4.32813133e-04
    8.15773747e-05   9.96393025e-01   9.88033789e-05   2.10513845e-05
    2.77725700e-03   1.01994578e-04]
 [  9.79692042e-01   2.42061553e-08   8.46104289e-04   4.24892460e-06
    3.60015832e-07   1.16912313e-04   1.93391629e-02   2.63018705e-07
    8.13776296e-07   2.57870937e-07]
 [  2.74373156e-06   9.99283731e-01   3.61866478e-05   3.41298961e-04
    2.16538920e-05   1.59547380e-05   2.08059828e-05   6.13709517e-06
    2.65413953e-04   5.93338746e-06]
 [  6.92412863e-03   2.14483240e-03   1.36407807e-01   5.35411434e-03
    5.71183115e-03   2.14663111e-02   3.06005746e-01   9.24786855e-06
    5.15810192e-01   1.65820966e-04]
 [  2.63758972e-02   3.46815386e-06   1.45052298e-04   1.02214726e-04
    7.18448573e-05   1.32985658e-03   9.69229400e-01   1.13221313e-05
    2.72194273e-03   9.04175613e-06]
 [  1.42259931e-04   6.84713314e-06   6.57017110e-04   2.19551362e-06
    1.79096521e-03   7.38335439e-05   9.97168958e-01   1.56585429e-05
    1.03828861e-04   3.85410131e-05]
 [  5.20015787e-03   6.25610759e-04   5.30965984e-01   4.56594288e-01
    3.93273382e-07   4.56501526e-04   6.48782952e-05   4.84557950e-06
    6.08383445e-03   3.54319218e-06]
 [  1.13922633e-05   3.42132174e-04   1.20704004e-03   4.25992039e-04
    1.91505460e-05   7.15970527e-05   1.02667882e-05   4.22634603e-03
    9.93025303e-01   6.60728256e-04]
 [  3.02764471e-03   2.84840586e-03   3.53591837e-04   1.24399480e-03
    4.65877420e-05   7.61555791e-01   7.38534873e-05   8.57677660e-04
    2.28487968e-01   1.50449900e-03]
 [  1.75076624e-04   9.44364130e-01   7.80820474e-03   4.07740660e-03
    7.82038202e-04   3.87683394e-05   5.23163006e-04   1.49890371e-02
    2.63472348e-02   8.94835626e-04]
 [  1.68423876e-01   2.55322922e-02   1.51407430e-02   1.25463931e-02
    8.17641965e-04   2.52393913e-03   1.93485767e-01   2.38158638e-04
    5.75374424e-01   5.91678312e-03]
 [  3.60206515e-02   1.14008412e-02   1.86170474e-01   5.99978492e-02
    8.07106786e-04   5.69256783e-01   2.80054454e-02   4.47697286e-03
    1.00867227e-01   2.99657579e-03]
 [  3.67027911e-04   2.32304569e-06   2.95633663e-06   3.54937249e-04
    1.29493810e-02   2.74210935e-03   6.62082221e-06   4.36721668e-02
    5.89743489e-03   9.34005022e-01]
 [  1.41067267e-05   2.52443744e-04   6.43339357e-04   9.92943704e-01
    6.26242909e-05   2.80170399e-03   6.98182776e-05   3.63233255e-07
    3.11308005e-03   9.88079701e-05]
 [  3.19324608e-05   1.76058911e-05   2.82415049e-03   9.11897421e-01
    7.25481950e-05   1.99717842e-03   3.09921197e-05   3.21476327e-05
    7.96225518e-02   3.47366487e-03]
 [  4.74693766e-03   3.50395640e-05   8.60218331e-03   2.68301251e-03
    7.99069585e-06   3.15093930e-04   1.50574851e-05   2.98796716e-04
    9.82781112e-01   5.14741347e-04]
 [  1.29836117e-04   3.02075132e-05   2.80341028e-05   2.43598188e-05
    7.96758085e-02   9.14074117e-05   2.78355801e-05   7.14174006e-03
    5.45563409e-03   9.07395184e-01]
 [  2.66729272e-04   9.96715426e-01   9.64223931e-04   3.04855581e-04
    3.34396493e-04   1.73997505e-05   6.70798690e-05   3.21242347e-04
    9.83359758e-04   2.52532627e-05]
 [  9.03539330e-05   9.95153445e-04   2.10522820e-04   1.00983470e-03
    3.98129597e-02   2.32403894e-04   3.09843781e-05   1.43331066e-02
    1.81309727e-03   9.41471577e-01]
 [  1.37779070e-05   9.69393454e-07   5.39683526e-07   5.14142339e-05
    3.98942393e-05   1.64962858e-05   2.01441548e-08   9.81785476e-01
    1.97380200e-06   1.80894006e-02]
 [  4.19678181e-05   9.98833477e-01   2.22753733e-04   1.64366444e-04
    1.01406251e-04   2.15007403e-05   8.61106455e-05   2.35663305e-04
    2.63852882e-04   2.89137934e-05]
 [  3.28563556e-06   1.08419508e-05   2.03542761e-04   2.98905594e-04
    2.83388636e-06   3.24015797e-04   3.23117843e-06   1.02065978e-05
    9.99049962e-01   9.31272734e-05]
 [  3.88998380e-08   3.54550025e-06   2.26181760e-06   4.87493562e-05
    1.94241906e-07   1.00162822e-06   4.66278849e-10   9.99617815e-01
    6.45446880e-06   3.20005172e-04]
 [  2.96096347e-04   4.08998737e-03   1.35579497e-01   2.13168841e-02
    9.11664392e-05   1.31183313e-02   9.02611576e-03   6.54239149e-04
    8.14324498e-01   1.50320597e-03]
 [  1.67756371e-04   1.03560043e-03   1.71944289e-03   1.88762753e-03
    1.44771393e-02   5.65398077e-04   2.06600907e-05   2.37589493e-01
    3.39543773e-03   7.39141464e-01]
 [  1.57094721e-04   2.66882824e-04   9.86590266e-01   7.34956004e-03
    8.60578211e-07   1.90052204e-04   6.06829562e-05   3.72579416e-05
    5.33175981e-03   1.54955742e-05]
 [  5.78800973e-06   9.95106220e-01   4.55116824e-04   2.49321514e-04
    1.00613346e-04   2.54160375e-04   2.70599296e-04   5.11206017e-05
    3.50192515e-03   4.92600248e-06]
 [  2.84503276e-05   4.91588071e-06   1.73209657e-04   2.56558810e-03
    7.79418915e-05   1.12123998e-04   3.67919917e-08   7.66882420e-01
    2.09267624e-03   2.28062630e-01]
 [  5.81327360e-03   3.40870582e-03   9.75753784e-01   1.62656396e-03
    6.18209451e-05   5.77799394e-04   1.37504609e-03   1.09774744e-04
    1.11678736e-02   1.05407875e-04]
 [  8.73747194e-05   9.15405573e-04   4.67382197e-05   1.95422233e-03
    6.46767765e-02   2.38683517e-03   1.05046238e-04   1.49130486e-02
    1.40011031e-03   9.13514495e-01]
 [  1.56152400e-05   1.02635772e-06   3.71022878e-04   6.37979712e-04
    6.06627964e-07   6.31431249e-05   1.30259548e-06   3.84592482e-07
    9.98870909e-01   3.80308338e-05]
 [  1.27752753e-06   3.84375198e-08   1.77832932e-04   7.49443174e-08
    2.54810311e-05   8.66385164e-07   9.99792516e-01   3.10490678e-09
    1.93772439e-06   1.25288731e-08]
 [  4.44000907e-05   1.65571964e-05   9.49181340e-05   9.91733789e-01
    6.72268106e-06   6.26213942e-03   1.27260626e-06   1.70740168e-05
    9.94578935e-04   8.28676682e-04]
 [  2.61997804e-03   6.30438735e-04   3.49349203e-03   1.98144629e-03
    5.22724152e-01   6.92147994e-03   1.02827642e-02   5.07219043e-03
    1.45767462e-02   4.31697398e-01]
 [  3.25492234e-03   6.06665271e-04   1.84194557e-03   4.44368385e-02
    2.89462204e-03   5.61736822e-01   1.07580619e-02   2.21962808e-04
    3.26249510e-01   4.79986109e-02]
 [  1.09518624e-05   3.13810961e-05   3.72363829e-05   5.68550240e-06
    9.94134843e-01   2.94900616e-04   1.67637816e-04   8.18480505e-04
    5.86118724e-04   3.91289359e-03]
 [  3.37703992e-03   2.04026346e-05   8.19496418e-05   2.08077207e-03
    3.23391228e-04   9.65419710e-01   2.57956508e-05   8.21264647e-03
    6.76576467e-03   1.36926472e-02]
 [  2.83746282e-04   9.84253109e-01   3.98900872e-03   3.54144746e-03
    1.27706642e-03   1.02889055e-04   9.37702716e-04   3.19381454e-03
    2.11702264e-03   3.04213027e-04]
 [  9.22416686e-04   1.23220874e-04   7.99961737e-04   5.64864464e-02
    1.88145752e-03   4.43657607e-01   5.70722223e-05   8.42586815e-05
    4.76539940e-01   1.94475278e-02]
 [  9.95401502e-01   1.32144055e-06   8.19515903e-04   2.93640333e-04
    9.17872421e-06   1.03959035e-04   2.02834635e-04   4.96108492e-04
    1.16475698e-04   2.55550514e-03]
 [  7.35990852e-06   1.47431670e-03   7.29848747e-04   9.93893027e-01
    9.95271512e-06   2.58705975e-03   4.95503773e-05   3.21358334e-06
    1.23937754e-03   6.22789366e-06]
 [  6.19718435e-07   2.31392363e-07   2.66670145e-06   1.99466231e-05
    6.18377669e-07   9.49748301e-06   1.24531818e-09   9.99600470e-01
    2.08509591e-05   3.45106382e-04]
 [  3.03379702e-03   7.51442313e-01   6.51302794e-03   2.44174674e-02
    4.13332880e-03   1.68184459e-03   1.58378668e-02   2.65869289e-03
    1.84111506e-01   6.17007306e-03]
 [  4.65627454e-05   1.67272647e-05   3.31222229e-02   9.44733270e-04
    6.36301935e-04   6.01938991e-05   3.55361153e-05   9.62517977e-01
    6.12284872e-04   2.00749002e-03]
 [  2.41846865e-04   2.49365112e-05   1.68703220e-04   6.96220219e-01
    5.31744081e-05   1.70814223e-03   2.38880801e-07   1.80005550e-03
    4.26683249e-03   2.95515835e-01]
 [  9.99573052e-01   2.61476032e-07   5.28055643e-05   3.57606768e-05
    8.83573193e-07   9.39449892e-05   5.00112083e-06   7.84502699e-05
    4.92895779e-05   1.10675981e-04]
 [  2.03745603e-05   4.62425351e-06   6.24905897e-06   4.19165444e-05
    4.01751953e-04   1.42092758e-04   1.35510405e-07   9.45916593e-01
    2.10019309e-04   5.32561392e-02]
 [  7.55350538e-06   1.89932780e-05   9.93269026e-01   5.59195690e-03
    1.08037126e-08   1.38701198e-05   6.16061618e-04   5.47985035e-09
    4.82475763e-04   1.64551273e-09]]
INFO:tensorflow:probabilities = [[  5.93370241e-05   9.96746421e-01   1.33366731e-03   1.68486789e-04
    2.01744697e-05   7.08623611e-06   1.57114526e-04   4.46881349e-05
    1.45670213e-03   6.24495124e-06]
 [  4.06913459e-02   5.12759318e-04   2.76676342e-02   1.65903498e-03
    7.77736073e-04   9.99300554e-02   4.06891515e-04   9.64366365e-03
    7.37314403e-01   8.13965127e-02]
 [  2.24762843e-07   2.55508189e-06   1.47986648e-05   4.23254358e-04
    9.64576483e-01   1.28628081e-03   3.51294475e-05   8.83779430e-04
    2.54299084e-04   3.25230844e-02]
 [  9.99988675e-01   8.96534583e-12   8.74440502e-06   1.42035077e-07
    7.26014471e-10   1.61506750e-06   3.69320304e-07   7.15647053e-09
    5.22179846e-07   2.19349783e-08]
 [  9.99944806e-01   2.78399231e-11   1.72426226e-05   2.51816601e-07
    1.02121103e-10   2.16077970e-05   4.04559523e-06   6.43432188e-08
    4.11177155e-07   1.15587854e-05]
 [  7.49265382e-05   1.98497027e-02   5.14212484e-03   3.70395556e-02
    6.82205558e-01   1.89670268e-02   1.74326021e-02   9.59074721e-02
    6.99889362e-02   5.33921756e-02]
 [  1.07590124e-04   9.93649304e-01   7.63374032e-04   2.22347386e-04
    5.70735836e-04   9.70130641e-05   5.27682889e-04   1.33643311e-03
    2.52272841e-03   2.02851385e-04]
 [  2.02941636e-04   9.66073453e-01   3.14494246e-04   4.03803820e-03
    2.41730464e-04   8.44364913e-05   6.89175504e-05   2.62283161e-02
    8.02138937e-04   1.94561435e-03]
 [  1.06797970e-05   1.70976733e-09   6.06830383e-07   1.33236583e-07
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 [  9.99972939e-01   1.35883471e-10   1.39345275e-06   4.90802066e-09
    7.17231441e-10   1.00248292e-06   2.43316645e-05   7.88640619e-09
    3.83706379e-07   5.91583706e-08]
 [  1.86343027e-06   9.16815407e-06   1.41735698e-04   4.32562365e-06
    2.38307621e-05   2.59434630e-04   9.99432623e-01   4.42355752e-09
    1.26878382e-04   1.48446858e-07]
 [  1.69665364e-05   8.98642583e-08   1.62586966e-05   1.54329416e-06
    2.17937632e-04   1.69293503e-06   5.41946235e-07   2.37606093e-02
    2.41519137e-05   9.75960195e-01]
 [  7.79416441e-05   1.64554840e-05   2.10444559e-03   9.81032193e-01
    3.62928913e-05   1.16725532e-04   1.72830744e-06   2.58441898e-04
    9.54899099e-03   6.80679735e-03]
 [  3.30024719e-04   3.38332588e-03   1.37435185e-04   5.75348362e-03
    1.73560716e-02   4.51191328e-02   3.46590008e-04   1.33838402e-02
    4.97122761e-03   9.09218907e-01]
 [  1.50580590e-05   9.97687578e-01   2.14385567e-04   6.08429313e-04
    2.33923893e-05   4.70525993e-05   1.05509935e-04   4.15581220e-04
    7.64336262e-04   1.18477525e-04]
 [  7.15050148e-04   1.06132502e-04   5.07583797e-01   5.73473983e-03
    1.50031515e-03   4.48162609e-04   4.78275925e-01   5.26807155e-04
    1.50540390e-03   3.60369729e-03]
 [  2.54439129e-07   7.73858574e-07   3.00692091e-06   1.65051431e-04
    3.46014104e-07   9.99789178e-01   7.39632242e-06   5.90703575e-09
    3.36422600e-05   4.06883458e-07]
 [  1.50857231e-04   4.36674978e-04   5.11551698e-05   2.77322921e-04
    9.25042492e-04   8.71959794e-03   1.87016576e-05   9.70899999e-01
    6.57906407e-04   1.78627949e-02]
 [  1.67657636e-05   9.96842980e-01   6.39911625e-04   1.16450922e-03
    1.76712725e-04   5.66983799e-05   2.82397174e-04   3.78923083e-04
    3.11808108e-04   1.29333392e-04]
 [  9.23673809e-01   5.69720287e-05   4.26830910e-02   1.93588168e-03
    5.98620463e-05   6.71410095e-03   6.06476795e-04   2.41020322e-03
    1.85492188e-02   3.31031322e-03]
 [  5.93795271e-08   1.45890610e-07   3.70646171e-06   6.16055768e-05
    6.67414426e-08   1.18610433e-06   7.43382786e-11   9.99443471e-01
    3.36754638e-05   4.56085458e-04]]
INFO:tensorflow:global_step/sec: 157.223
INFO:tensorflow:loss = 0.164537, step = 13501
INFO:tensorflow:probabilities = [[  1.21501347e-04   5.60963315e-07   1.90147175e-03   4.57371461e-05
    1.49097783e-03   8.85759655e-04   4.94912229e-06   2.85144220e-03
    3.07696231e-04   9.92389858e-01]
 [  1.28346306e-04   9.85774875e-01   8.69460055e-04   1.92105526e-03
    6.03261054e-04   6.76314958e-05   2.01437011e-04   7.09336577e-03
    1.78395328e-03   1.55647402e-03]
 [  9.91009438e-05   1.81104243e-03   8.57197039e-04   2.13357853e-03
    3.54356766e-01   1.00952992e-03   1.34366725e-04   2.24202853e-02
    1.45184109e-03   6.15726292e-01]
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    9.99806464e-01   1.56202157e-06   5.01428913e-05   3.56898249e-06
    2.62085564e-06   1.24465878e-04]
 [  6.39027264e-03   5.94206691e-01   1.52475266e-02   7.43744969e-02
    8.36662110e-03   7.26952776e-03   9.96582862e-03   9.91342310e-03
    2.52084613e-01   2.21810285e-02]
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    2.27275109e-06   6.49975618e-06   6.26892649e-10   9.98118043e-01
    6.33432080e-07   1.86998781e-03]
 [  2.99260399e-04   1.26133309e-04   2.24823714e-04   6.97551935e-04
    9.53959716e-06   7.09201908e-04   2.08343001e-04   1.03760067e-06
    9.97713089e-01   1.10921610e-05]
 [  2.58211367e-04   5.30035177e-04   2.82434019e-04   9.91862297e-01
    2.05181664e-07   6.75165839e-03   7.98274777e-06   5.49706499e-07
    3.02981469e-04   3.54188410e-06]
 [  1.98911312e-06   8.02909028e-07   9.99922991e-01   4.35545262e-05
    1.59058844e-09   8.37601988e-08   2.39578979e-09   2.99066796e-05
    4.65830361e-08   7.12348083e-07]
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    3.01315631e-05   4.36988876e-06   5.34076134e-05   6.57803786e-04
    3.58002610e-03   9.36919896e-05]
 [  1.06102163e-02   5.72617631e-03   1.97479894e-04   5.58638014e-04
    1.42224319e-03   8.46041679e-01   1.55429554e-03   1.12493499e-03
    1.32645905e-01   1.18436248e-04]
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    1.57585237e-05   1.78484479e-04]
 [  2.49451376e-04   2.52276310e-03   7.82590449e-01   2.88559310e-02
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    1.58760455e-02   1.90446689e-03]
 [  1.03601292e-06   2.87869881e-07   9.99536037e-01   3.83524835e-04
    2.37672998e-06   1.74077840e-07   2.01968987e-06   2.50408320e-05
    4.88167316e-05   6.57266867e-07]
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    1.79941207e-01   1.49058104e-02   1.35314181e-01   1.16894883e-03
    2.33864821e-02   2.75816798e-04]
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    1.49315631e-03   3.05135502e-04]
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    2.04326352e-03   3.01786661e-02]
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    9.32199318e-10   4.63265278e-05   1.52499957e-09   2.81633952e-08
    1.92240736e-06   1.78439272e-08]
 [  2.31849053e-03   2.51235366e-02   8.68886113e-01   5.26825674e-02
    6.19283761e-04   1.71185541e-03   9.80090816e-04   1.94180838e-03
    4.17293459e-02   4.00694553e-03]
 [  5.07120376e-07   3.95270177e-07   5.47409931e-04   9.99283969e-01
    2.72571413e-07   2.01106777e-05   5.79637538e-09   2.46290165e-06
    1.27324442e-04   1.74818106e-05]
 [  5.40528796e-04   9.59035337e-01   2.60011968e-03   2.40806281e-03
    3.38655111e-04   2.06681565e-04   1.29006954e-03   9.26823297e-04
    3.24942879e-02   1.59479634e-04]
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    4.32171067e-03   4.10508248e-04]
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    5.43706045e-02   3.66285940e-06   9.34346020e-01   8.12270537e-06
    2.98871655e-05   1.26622772e-05]
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    9.58072394e-03   2.03768467e-03]
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    3.11132544e-03   9.86228813e-04   4.01789602e-03   2.06200755e-03
    4.93811630e-03   4.11441753e-04]
 [  1.88003105e-06   4.30241840e-07   9.99965668e-01   1.26231298e-05
    6.53345641e-11   1.94200396e-07   2.16244995e-08   1.27013072e-05
    6.41314955e-06   4.48001245e-08]
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    2.00047172e-04   1.17142629e-02]
 [  1.02402744e-04   2.42442293e-05   1.90850827e-04   2.47222418e-03
    4.15692950e-04   9.81844664e-01   3.69389309e-03   2.41726830e-05
    9.85474605e-03   1.37704099e-03]
 [  9.80171323e-01   1.95638358e-06   6.09402196e-04   3.15484474e-03
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    5.43275419e-05   1.16417920e-02]
 [  7.85960874e-05   4.47701932e-05   4.13799018e-04   1.37497636e-03
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 [  7.59946090e-07   1.79173263e-08   1.46606653e-05   9.99820769e-01
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    4.08743763e-05   1.67868293e-07]
 [  8.60341970e-05   1.82694916e-04   9.98187602e-01   3.44848406e-04
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    6.80158046e-05   4.19208052e-04]
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    1.04668261e-02   1.93381626e-02]
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 [  2.25364838e-05   7.08281223e-05   2.37233075e-03   4.56330786e-03
    9.36003745e-01   2.49715964e-03   4.25145903e-04   1.05880136e-02
    5.88171883e-04   4.28688228e-02]
 [  9.99232292e-01   3.75204259e-08   1.79669601e-04   4.61672680e-05
    1.30337774e-09   5.26254880e-04   7.72538897e-06   1.76782544e-06
    1.34930099e-06   4.78826541e-06]
 [  9.99382973e-01   6.22413552e-08   4.17627816e-05   1.02945451e-05
    6.35933077e-07   4.50777530e-04   5.10896971e-05   3.75301133e-05
    1.39902681e-06   2.33351129e-05]
 [  1.42068986e-03   9.64341234e-05   1.31393899e-03   1.64871832e-04
    7.50833124e-06   9.57725108e-01   3.62668261e-02   2.13163691e-08
    3.00410902e-03   4.88959358e-07]
 [  4.61726268e-05   1.60747845e-06   1.54411046e-05   4.07800871e-05
    9.71888185e-01   1.45570729e-02   1.96722802e-04   1.32795179e-03
    1.55650836e-03   1.03694666e-02]
 [  2.64903605e-02   1.01674059e-05   6.28623820e-04   2.31890372e-05
    1.14994086e-02   2.13530054e-03   9.57356095e-01   3.78517812e-04
    1.20999548e-03   2.68311822e-04]
 [  4.67285543e-04   8.87770398e-07   3.60439706e-04   2.12035479e-06
    9.83058691e-01   7.25121208e-05   8.11245351e-04   7.84495496e-05
    1.44079866e-04   1.50044058e-02]
 [  2.17138472e-06   1.94559902e-07   4.21874302e-06   3.39165967e-06
    9.80798900e-01   2.28994795e-05   1.96876244e-05   1.92689840e-04
    3.72767972e-05   1.89185943e-02]
 [  4.92659638e-08   1.03571385e-09   8.67725731e-08   3.34287438e-06
    2.30699215e-09   8.03771343e-08   8.36148598e-12   9.99983072e-01
    8.48477413e-08   1.32066180e-05]
 [  1.40611228e-05   9.51023651e-07   9.07728736e-06   4.53901666e-05
    3.86092979e-05   5.82036446e-05   9.98459271e-09   9.96741354e-01
    7.33477282e-06   3.08500393e-03]
 [  2.31571589e-03   9.12691248e-05   4.43983562e-02   4.56196576e-05
    8.67553830e-01   2.00136635e-03   8.07683840e-02   3.89516674e-04
    5.75145124e-04   1.86086842e-03]
 [  9.09323455e-04   6.40585320e-04   5.80783248e-01   3.26651931e-02
    1.28979920e-07   1.15741295e-05   1.19500362e-06   3.49476468e-04
    3.84494931e-01   1.44390273e-04]
 [  7.38494797e-04   2.30822188e-08   4.10232431e-04   3.84602617e-06
    1.58085400e-04   7.34862580e-04   9.97792244e-01   1.95244567e-08
    1.56761103e-04   5.42695307e-06]
 [  1.49347441e-04   6.02595246e-05   4.58079812e-05   8.22192349e-04
    3.81448376e-06   7.66742567e-04   2.56424591e-05   6.03860553e-06
    9.98073936e-01   4.61688869e-05]
 [  7.66217272e-06   4.78544735e-07   7.56446411e-07   2.30118621e-05
    1.32109981e-05   3.37234960e-05   2.32348030e-09   9.97715592e-01
    1.43237332e-06   2.20419024e-03]
 [  4.73668659e-03   1.48155732e-05   2.84653041e-04   5.19648544e-04
    4.20985089e-05   4.01553785e-04   8.90492302e-05   5.88626572e-05
    9.91502285e-01   2.35035503e-03]
 [  4.13047790e-04   3.85611702e-06   3.41443301e-05   1.58053020e-03
    1.69248722e-06   9.97055650e-01   1.85739657e-06   2.28239165e-04
    6.58754550e-04   2.22642102e-05]
 [  1.03285665e-05   3.47597618e-03   3.71132009e-02   8.91877830e-01
    2.54915468e-03   4.54890952e-02   1.70710657e-04   9.67563363e-04
    1.75109301e-02   8.35272658e-04]
 [  5.01613758e-05   8.18395804e-08   2.31365675e-06   1.58222058e-04
    9.97188465e-08   9.99606669e-01   1.64168960e-04   1.87138305e-08
    1.79846411e-05   1.78963887e-07]
 [  4.72625530e-08   7.29881265e-07   9.99569476e-01   3.04496818e-04
    5.60540741e-07   4.13526948e-07   2.84048411e-07   1.14170837e-06
    1.22573212e-04   2.04211915e-07]
 [  3.48840622e-05   9.94667649e-01   4.40031465e-04   1.51698623e-04
    2.23533978e-04   7.27303559e-05   6.94666058e-04   7.56282461e-05
    3.54207586e-03   9.71856789e-05]
 [  5.65138580e-05   9.96555805e-01   1.44683741e-04   4.58147915e-05
    2.64288858e-04   2.15475247e-05   1.82608419e-04   2.02530762e-03
    5.79178624e-04   1.24237165e-04]
 [  2.00828454e-05   4.53971808e-07   1.18421231e-05   1.95135635e-05
    9.69862044e-02   1.86595425e-05   2.98267787e-06   2.87256925e-03
    7.74473941e-04   8.99293184e-01]
 [  9.99903917e-01   7.21872423e-11   7.93448926e-05   4.68544897e-07
    4.09416355e-11   2.85650731e-06   3.32912080e-08   2.70481184e-08
    1.33207013e-05   5.65375444e-08]
 [  6.09458766e-05   1.09593969e-07   2.91840360e-03   1.69754538e-04
    3.73648049e-07   1.32913410e-04   5.25472956e-07   3.83224733e-06
    9.96302843e-01   4.10334003e-04]
 [  3.21376952e-03   5.72577392e-06   8.74685589e-04   1.98224618e-04
    7.28175510e-03   6.99771859e-04   1.37527808e-04   1.04317768e-02
    5.02787437e-03   9.72128868e-01]
 [  4.02066053e-06   2.15433346e-07   2.95965037e-05   1.45655695e-05
    9.92886484e-01   1.29857915e-04   1.60299591e-04   2.05333316e-04
    2.59359047e-04   6.31030928e-03]
 [  3.67751527e-05   4.40721415e-05   4.78018284e-01   4.69532935e-03
    1.19243292e-02   1.07309439e-04   4.47130988e-05   3.97224903e-01
    4.35533904e-04   1.07468724e-01]
 [  2.64362505e-08   6.44807301e-08   2.75147158e-06   1.62101005e-05
    1.36075675e-08   3.20828377e-07   3.77747764e-11   9.99767959e-01
    1.92594894e-06   2.10741680e-04]
 [  7.96507084e-06   2.23341829e-07   1.24261514e-05   5.64544811e-04
    4.17816154e-05   9.99063432e-01   2.61654241e-05   1.78845733e-06
    2.13482766e-04   6.80747980e-05]
 [  2.51816789e-04   1.51432096e-03   6.62953313e-03   1.80310383e-03
    3.93450446e-03   2.58839712e-03   2.48317578e-04   1.23866776e-05
    9.79738593e-01   3.27901798e-03]
 [  6.35532720e-04   1.09245733e-03   1.92125596e-03   5.10972575e-04
    2.40237056e-03   2.01679696e-03   9.83112395e-01   1.07034184e-05
    8.24714359e-03   5.04727723e-05]
 [  9.79083717e-01   2.88330124e-08   1.59028440e-03   8.73003446e-05
    1.86384630e-10   1.92111265e-02   1.48094372e-07   1.25572839e-07
    2.72230136e-05   2.20969739e-07]
 [  4.31578192e-05   1.63211080e-05   2.64133530e-04   1.32093032e-06
    3.70349997e-04   2.04302691e-04   9.98991430e-01   1.05227549e-07
    1.06482526e-04   2.34718982e-06]]
INFO:tensorflow:probabilities = [[  1.08656568e-05   3.93773098e-06   1.38308806e-03   7.72408043e-07
    6.76821510e-04   4.42820397e-04   9.97461200e-01   2.06446160e-07
    1.86237867e-05   1.50771496e-06]
 [  3.79172388e-06   9.00740997e-06   3.86225838e-05   4.14285969e-05
    9.92101729e-01   1.12415655e-04   9.75808187e-04   1.72191249e-05
    1.07177169e-04   6.59277570e-03]
 [  9.35311982e-06   2.14840225e-06   2.10834813e-04   1.73327862e-05
    8.20526388e-03   4.06652725e-05   1.71799923e-06   2.13188687e-04
    1.18044161e-04   9.91181374e-01]
 [  3.53736687e-05   4.38850366e-05   3.60144506e-04   4.35785251e-03
    3.56172249e-02   1.77965761e-04   2.76703449e-05   4.80555817e-02
    3.06845922e-03   9.08255816e-01]
 [  5.03989468e-05   9.91686285e-01   1.84251601e-03   6.71243353e-04
    5.57142717e-04   1.86177684e-04   3.94890434e-04   2.34796247e-03
    2.01682723e-03   2.46563286e-04]
 [  2.13348446e-03   6.26592691e-06   3.21463379e-03   1.53353252e-03
    4.00322373e-04   1.30262342e-03   6.69169167e-05   1.30384768e-04
    9.59029913e-01   3.21818292e-02]
 [  4.60823139e-05   2.66859915e-05   9.97565746e-01   6.54565869e-04
    6.98207828e-07   8.04203137e-06   3.67623329e-06   8.79106927e-04
    5.70716453e-04   2.44791212e-04]
 [  1.54806203e-05   1.99499780e-07   1.90269290e-07   2.86981231e-05
    5.07210148e-03   1.43244659e-04   2.35835245e-07   2.87486636e-03
    5.25042851e-05   9.91812468e-01]
 [  4.39438367e-07   1.43330794e-07   5.76999582e-06   1.75563002e-07
    9.99497890e-01   1.69770519e-05   7.69401813e-05   1.95034936e-05
    1.97653935e-05   3.62278864e-04]
 [  1.42873441e-05   8.67764247e-05   8.17090098e-04   2.27889086e-05
    4.60846088e-04   5.48212207e-04   9.98021245e-01   4.90108825e-08
    2.83471400e-05   4.26968199e-07]
 [  2.83240024e-05   2.41388307e-06   2.82880546e-06   1.40230088e-06
    7.85126613e-05   9.99627948e-01   1.26216710e-05   3.25561859e-06
    2.25989366e-04   1.67782800e-05]
 [  1.59991705e-05   9.97188628e-01   1.86878184e-04   5.09309233e-04
    2.04477237e-05   1.39070500e-04   4.66622179e-04   1.13900744e-04
    1.31035026e-03   4.88204823e-05]
 [  1.34478751e-05   8.51600125e-05   2.71835923e-02   4.01046267e-03
    4.51030349e-03   7.59375456e-04   7.89091355e-05   1.12282056e-02
    8.87588739e-01   6.45417720e-02]
 [  2.25649346e-04   9.49105144e-01   3.15930555e-03   1.02719562e-02
    2.20324891e-03   8.71446624e-04   5.83387911e-04   2.83340514e-02
    3.47821531e-03   1.76775944e-03]
 [  5.44590657e-05   9.96356606e-01   6.69906207e-04   3.72275914e-04
    1.78651797e-04   2.02820156e-05   8.49414864e-05   1.31975452e-03
    8.62924964e-04   8.03471630e-05]
 [  5.34452283e-06   9.00652632e-02   7.29502738e-02   5.84378004e-01
    3.36994673e-03   1.80092512e-03   1.79024733e-04   1.93129177e-03
    2.44068325e-01   1.25158869e-03]
 [  1.18868375e-05   9.10124709e-06   4.23425779e-04   1.11925641e-04
    1.00900664e-03   2.18379952e-04   2.29221187e-05   1.22400204e-04
    9.96228218e-01   1.84281298e-03]
 [  1.63230507e-04   5.55691201e-07   9.22998538e-07   1.79050076e-05
    8.77357839e-11   9.99804795e-01   2.43030598e-07   2.30855608e-06
    1.01451396e-05   5.79780668e-08]
 [  4.33609821e-02   1.62391979e-02   1.32350430e-01   2.84348994e-01
    2.86550801e-02   6.28755614e-02   2.64951408e-01   1.11678638e-01
    4.44972217e-02   1.10425623e-02]
 [  3.36007611e-03   1.50222527e-02   1.35217477e-02   4.90379869e-04
    6.27474427e-01   2.85758497e-03   3.05162847e-01   7.57473172e-04
    2.63053253e-02   5.04778698e-03]
 [  4.46803315e-04   4.73312219e-04   5.40072704e-03   3.58155975e-03
    9.66037750e-01   3.52348317e-04   3.23223858e-03   1.29579240e-03
    4.21999022e-03   1.49595020e-02]
 [  2.48347962e-04   1.44604928e-05   8.45305112e-06   1.61060679e-03
    3.61988441e-06   9.94566917e-01   6.85400755e-06   3.40004299e-05
    3.40377074e-03   1.02874110e-04]
 [  1.81413925e-05   1.45779019e-02   3.49369994e-03   1.31338006e-02
    2.66002351e-03   3.97795346e-03   1.00355512e-02   2.81542125e-05
    9.51654077e-01   4.20669792e-04]
 [  4.43119575e-07   1.63220466e-06   2.68673102e-05   3.49588822e-06
    9.92834926e-01   1.21768287e-04   3.02419721e-05   2.80203810e-03
    2.19512571e-04   3.95892514e-03]
 [  7.67559031e-05   1.09012774e-06   5.41619411e-05   9.17345551e-06
    1.08728204e-02   1.12428233e-05   6.63902483e-06   5.55168837e-04
    1.28598535e-03   9.87126946e-01]
 [  4.04258753e-04   1.93686503e-07   4.19790085e-05   9.99027371e-01
    1.63572523e-07   4.06064501e-04   7.89875116e-07   1.90615137e-05
    8.60055516e-05   1.40527472e-05]
 [  3.38351157e-07   2.71685553e-06   1.67852086e-05   6.18767590e-05
    2.41988491e-08   2.97766917e-07   2.89152285e-10   9.99635577e-01
    6.01181409e-06   2.76523526e-04]
 [  2.50657294e-02   1.16281537e-03   3.39447781e-02   5.20755172e-01
    8.73286277e-04   6.77759051e-02   1.26616508e-02   7.68238024e-05
    3.36948872e-01   7.34861591e-04]
 [  5.12368372e-03   3.14776017e-03   1.77968803e-04   9.31650342e-04
    2.90559232e-03   3.59233409e-01   5.25901318e-01   2.95105147e-05
    1.01895221e-01   6.53797470e-04]
 [  3.06436163e-03   4.10257513e-03   6.32549822e-03   8.79908264e-01
    1.65966467e-05   1.04384661e-01   1.31332301e-04   6.13504730e-04
    1.05568743e-03   3.97559605e-04]
 [  1.24350819e-03   4.37166542e-04   1.03159843e-03   1.61330288e-04
    9.32554841e-01   2.11022794e-02   3.15582566e-03   1.13098668e-02
    1.53393683e-03   2.74696201e-02]
 [  1.74568704e-04   4.55222733e-04   2.42782547e-03   9.90985155e-01
    1.23245650e-06   5.20739425e-03   4.92509844e-06   8.95849080e-05
    5.25620300e-04   1.28624917e-04]
 [  7.66547892e-05   2.75788443e-06   3.96740361e-05   2.52291880e-04
    1.17182285e-01   1.05966770e-04   4.64494951e-06   2.06877082e-03
    7.11032480e-04   8.79555941e-01]
 [  2.86427252e-07   4.30179643e-05   1.81352618e-06   9.48332745e-05
    9.59197700e-01   3.29366559e-03   7.71569739e-06   4.01698344e-05
    1.27831183e-03   3.60425077e-02]
 [  2.28029548e-05   1.23762629e-05   1.42436416e-03   3.59299302e-05
    9.88892853e-01   1.14591653e-03   1.82104507e-03   1.63843979e-05
    9.91336536e-04   5.63687366e-03]
 [  6.50197966e-04   1.69007137e-07   2.81078956e-05   3.99942037e-05
    3.03230137e-01   1.20642537e-04   9.60903162e-06   2.86087375e-02
    9.69436718e-04   6.66342974e-01]
 [  5.38104587e-07   1.88126287e-05   9.95277405e-01   6.81048550e-05
    3.19673651e-04   1.19591068e-05   2.18627998e-03   5.83624023e-06
    2.11134506e-03   1.05255488e-07]
 [  7.35836430e-03   7.15466667e-05   9.03930236e-03   4.16829171e-05
    5.81377506e-01   1.74784055e-03   3.95962805e-01   1.15251634e-03
    4.94652893e-04   2.75385939e-03]
 [  5.22107848e-06   3.82657367e-04   6.25360917e-05   5.57708368e-03
    4.49128598e-01   5.08219283e-03   1.66450234e-04   1.52761964e-02
    8.97722784e-03   5.15341878e-01]
 [  5.78433969e-07   3.18982688e-06   2.19128779e-05   2.57738229e-05
    1.40478789e-07   8.58878775e-06   4.40489617e-10   9.99636173e-01
    3.86494903e-05   2.65081500e-04]
 [  9.92447495e-01   2.37507281e-09   1.71764223e-05   1.92780863e-04
    1.55230134e-10   7.33335037e-03   1.53346974e-07   6.19000775e-06
    2.65454673e-06   3.38428549e-07]
 [  1.69448220e-04   5.04212449e-06   3.13757391e-06   9.95857059e-04
    8.58841031e-06   9.97853041e-01   8.46617604e-06   1.29244927e-05
    7.17335439e-04   2.26279109e-04]
 [  2.25818585e-05   8.03484909e-06   1.43139181e-03   3.62904274e-07
    1.85489538e-03   4.07533109e-04   9.95599508e-01   3.94042490e-06
    6.66820153e-04   5.03300225e-06]
 [  1.40598722e-05   4.73168598e-07   7.13698610e-05   2.11436873e-06
    9.53407228e-01   1.15462472e-05   1.04082410e-05   8.17370237e-05
    4.92545019e-04   4.59084734e-02]
 [  5.27670245e-08   3.41630404e-08   4.58104097e-07   1.64498106e-05
    1.75293007e-08   2.87889549e-07   2.56417249e-10   9.99845624e-01
    1.29764587e-07   1.37001945e-04]
 [  6.93176298e-06   1.75443474e-05   1.88425044e-03   1.71143143e-03
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    9.68408480e-04   1.03872572e-03]
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    9.93650973e-01   8.97782884e-05]
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    6.99044205e-03   2.34658481e-03]
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    6.29217684e-01   7.29216379e-04   4.04333178e-07   1.62349567e-01
    4.42886201e-04   2.07096696e-01]
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    3.02660465e-05   5.70928069e-06]
 [  7.34549074e-04   4.69445422e-06   1.50430351e-04   2.07396079e-05
    7.20664611e-05   1.36668401e-04   7.54392295e-06   9.94049788e-01
    1.22885904e-04   4.70068818e-03]
 [  3.44705245e-06   4.66258962e-06   9.97057915e-01   1.23484444e-03
    6.90549062e-10   8.29492365e-06   4.18111881e-07   1.06649436e-08
    1.69044104e-03   3.20332094e-09]
 [  1.81484866e-04   2.68318008e-08   6.98189397e-05   3.39961916e-05
    2.72752624e-03   2.49120733e-03   1.27841687e-07   9.55407787e-03
    3.57353681e-04   9.84584391e-01]
 [  1.62576195e-02   1.13212162e-04   4.42108931e-03   1.30710774e-04
    7.72721767e-02   1.63169776e-03   8.98160815e-01   1.79139868e-04
    3.05915863e-04   1.52771350e-03]
 [  1.36279545e-04   9.85534787e-01   6.19080709e-03   6.21467305e-04
    2.30458376e-04   8.77809143e-05   9.69558489e-04   1.36334857e-03
    4.75124223e-03   1.14331109e-04]
 [  4.31467415e-05   1.25969194e-07   4.68760118e-05   6.75765215e-04
    2.84595699e-05   1.68218001e-04   1.40807715e-05   2.07092398e-05
    9.88944292e-01   1.00584067e-02]
 [  1.00578975e-04   6.07048860e-05   7.30818545e-04   9.68849361e-01
    1.95081215e-04   2.22130492e-02   6.77887874e-05   3.13198734e-06
    7.36265350e-03   4.16821858e-04]
 [  3.67315573e-04   4.10185792e-02   2.26730900e-03   1.21134877e-01
    3.17385569e-02   6.11574166e-02   2.98838736e-03   2.57857796e-03
    6.83942020e-01   5.28069548e-02]]
INFO:tensorflow:global_step/sec: 158.487
INFO:tensorflow:loss = 0.151566, step = 13601
INFO:tensorflow:probabilities = [[  3.90146655e-04   3.78727587e-03   2.83797160e-02   2.24897289e-03
    1.83568322e-04   2.35979664e-04   1.17391710e-05   9.38576460e-01
    2.11066240e-03   2.40755435e-02]
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    3.17577296e-03   5.27730677e-04]
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    4.33620007e-05   2.03886179e-06]
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 [  1.94484150e-04   9.71925437e-01   3.02439719e-03   1.06616772e-03
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    2.74940190e-04   3.59542966e-01]
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    3.18698207e-04   1.60958919e-07]
 [  2.28680634e-07   4.42509389e-07   4.72615375e-06   6.69146493e-06
    9.99757707e-01   3.66657150e-06   5.71211931e-05   8.31320140e-05
    3.81227292e-05   4.80999988e-05]
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    1.65084517e-03   2.00268067e-02   2.89128302e-03   4.30192886e-04
    8.53500739e-02   8.42967536e-03]
 [  1.05146114e-06   7.77785601e-07   3.89691442e-04   2.42548515e-04
    3.40132402e-07   2.84229085e-04   5.14350745e-07   5.11962241e-08
    9.99071121e-01   9.63917955e-06]
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 [  8.70363874e-06   4.80325662e-06   9.94740427e-01   3.45594343e-03
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    1.68915570e-03   8.27996973e-06]
 [  2.86443064e-05   5.93095183e-06   5.01918203e-06   6.26738474e-04
    6.74015246e-05   1.37598268e-04   5.22301434e-07   9.98738348e-01
    7.01803365e-05   3.19704122e-04]
 [  1.49056916e-06   8.82597107e-08   1.44106752e-05   2.06890090e-05
    1.04986668e-07   4.06876643e-06   1.28746358e-09   9.99754727e-01
    2.07126577e-05   1.83645374e-04]
 [  2.06708864e-06   7.51057742e-05   1.26993916e-06   1.64456270e-03
    9.05046239e-04   1.16852352e-04   1.75863462e-07   1.87316164e-02
    2.51195888e-04   9.78272080e-01]
 [  8.68003990e-05   2.86266004e-05   7.59297691e-04   2.12652467e-05
    3.34635581e-04   8.33967497e-05   9.98656988e-01   7.38947278e-07
    2.18495534e-05   6.25529901e-06]
 [  2.99848011e-03   2.20714440e-03   1.78601884e-03   1.59209967e-03
    4.76246979e-03   9.75673795e-01   1.82535045e-03   6.53477691e-05
    9.07198153e-03   1.72029177e-05]
 [  1.59329458e-04   9.89448309e-01   7.38737057e-04   1.00960012e-03
    2.62179296e-04   9.97742518e-06   8.28904012e-05   5.92100481e-03
    1.03041483e-03   1.33746513e-03]
 [  1.36155874e-01   2.04946802e-04   4.84009087e-02   4.18497337e-04
    6.82585465e-04   2.34659258e-02   4.99442336e-04   1.07343942e-02
    7.77592182e-01   1.84522057e-03]
 [  3.61398980e-03   2.81068739e-02   3.49067850e-04   1.31360721e-03
    8.11370569e-07   9.61205542e-01   6.73655828e-04   3.68737092e-05
    4.68520494e-03   1.42679128e-05]
 [  6.26967114e-04   8.27682106e-06   5.43387068e-05   5.51978941e-04
    3.62357777e-03   9.14306846e-04   1.66148129e-05   2.29808223e-02
    3.70285241e-04   9.70852792e-01]
 [  2.64320770e-05   9.89165623e-04   5.05092030e-05   6.50824339e-04
    4.96625394e-01   1.70494523e-03   2.92396799e-05   6.41647214e-03
    1.02435658e-02   4.83263403e-01]
 [  2.78897816e-03   6.04135171e-03   2.68147849e-02   3.46506447e-01
    3.56637165e-02   4.98490006e-01   2.06821766e-02   1.60332918e-02
    4.35834453e-02   3.39571247e-03]
 [  1.29319342e-05   7.38701143e-04   1.86878480e-02   6.42090430e-03
    1.10056764e-02   3.71007889e-04   1.20070952e-04   9.54781950e-01
    2.46579759e-03   5.39509393e-03]
 [  1.71259562e-05   1.86167508e-05   8.11060527e-05   2.17578199e-05
    1.01923461e-05   1.95646411e-04   3.41308390e-04   8.59776321e-07
    9.99277532e-01   3.58998914e-05]
 [  1.41595905e-07   6.32194670e-08   9.99846339e-01   1.36473536e-04
    2.42247825e-06   3.69099951e-08   8.44667511e-07   1.17461650e-06
    2.55913005e-06   1.00425113e-05]
 [  1.69921754e-04   8.80327605e-07   1.11848283e-04   3.68392648e-06
    9.91102457e-01   3.68879613e-04   1.70766353e-03   1.06348612e-04
    1.51540269e-04   6.27662800e-03]
 [  6.18625418e-05   7.55865985e-05   5.67508047e-04   8.72432793e-06
    5.49261109e-04   1.98333804e-03   9.96681869e-01   3.44918305e-07
    6.52360104e-05   6.34576418e-06]
 [  5.43324234e-07   1.15868284e-06   9.89018918e-06   1.92487641e-06
    9.99476135e-01   2.74142822e-05   4.96879256e-05   2.47499993e-05
    2.95199789e-05   3.78973928e-04]
 [  4.46823891e-03   1.01425103e-04   2.69142468e-03   1.22679980e-03
    4.00419558e-05   9.74025667e-01   7.04159029e-03   2.10822532e-06
    1.03979670e-02   4.83025542e-06]
 [  9.91531909e-01   1.71171323e-05   1.69091392e-03   4.73139167e-04
    1.08722568e-04   1.42946048e-03   2.05379259e-03   2.11053048e-04
    4.82959411e-04   2.00060685e-03]
 [  2.53898394e-03   1.34476172e-02   8.13386217e-02   3.71085573e-03
    4.68203157e-01   2.02379748e-01   7.76973516e-02   6.17088471e-03
    1.11359052e-01   3.31537388e-02]
 [  8.19546403e-05   2.66751698e-07   1.99565222e-03   6.08941737e-05
    1.55293237e-05   1.05177814e-05   5.16272257e-06   9.12292489e-06
    9.97471333e-01   3.49538983e-04]
 [  1.32984482e-02   1.11532938e-06   1.26466760e-03   4.33025380e-05
    1.49043920e-02   2.42067545e-04   1.37966170e-04   2.34663710e-02
    1.63407973e-03   9.45007563e-01]
 [  9.98353124e-01   3.45462254e-08   1.61290041e-03   1.08188287e-05
    1.46796664e-08   8.78015726e-06   2.24867313e-06   3.41918121e-06
    7.79862057e-06   8.45429099e-07]
 [  8.35856627e-05   1.61232762e-07   3.98718657e-05   1.56531996e-07
    1.45400001e-04   1.49471025e-05   9.99536991e-01   1.01524611e-08
    1.77298309e-04   1.61877949e-06]
 [  1.50653988e-03   1.54097995e-06   9.95636880e-01   1.24698516e-03
    1.20796185e-05   1.42223877e-03   3.92048751e-05   2.31309859e-05
    9.92614296e-05   1.22142374e-05]
 [  1.79840401e-06   5.61500038e-08   2.14976836e-07   2.37189397e-05
    4.27425084e-06   9.80204761e-01   9.39734548e-07   2.41750035e-06
    1.97509937e-02   1.09200128e-05]
 [  4.57938382e-04   8.57635969e-05   2.14423009e-04   3.98347795e-04
    1.93871110e-05   7.36139191e-04   1.69584473e-05   3.16338352e-04
    9.96064842e-01   1.68986002e-03]
 [  9.97886479e-01   2.48173080e-07   1.11042551e-04   8.89151943e-06
    5.83587916e-06   9.98407359e-06   1.70893513e-03   2.08865231e-06
    2.58185144e-04   8.31031593e-06]
 [  9.08439470e-05   8.83570465e-06   8.32421792e-05   7.26008264e-04
    9.86742973e-03   2.06874381e-03   3.47970417e-05   2.09941785e-03
    1.59727014e-03   9.83423471e-01]
 [  9.53745803e-06   6.78793810e-07   5.60888184e-05   7.36659956e-07
    1.38039875e-04   6.14875626e-06   9.99773204e-01   3.45821832e-07
    1.44058586e-05   8.36815843e-07]
 [  9.96221423e-01   4.70467789e-08   1.05003906e-04   1.32897158e-05
    3.22416199e-05   2.11265688e-05   7.52655964e-04   9.01619060e-05
    2.45234533e-03   3.11728683e-04]
 [  1.12818577e-06   3.62686052e-07   7.30447653e-07   8.66016671e-06
    2.43376121e-07   9.00394662e-06   1.19501797e-10   9.99251544e-01
    3.13511714e-06   7.25238293e-04]
 [  7.39637517e-06   9.56857662e-07   5.62295754e-05   4.01930592e-05
    1.14680816e-07   6.92853291e-06   2.41576572e-06   2.94137465e-07
    9.99862075e-01   2.33357023e-05]
 [  1.65053818e-03   2.85307779e-05   3.43320979e-04   1.06931919e-04
    3.93762239e-05   9.39975858e-01   5.08468263e-02   1.21036507e-07
    6.99218502e-03   1.63841123e-05]
 [  8.61906738e-05   2.38304172e-04   1.20251509e-03   9.96791422e-01
    2.77247779e-07   8.34063219e-04   4.43224138e-07   1.89622369e-05
    8.13659339e-04   1.41935698e-05]
 [  4.32417929e-01   1.94073291e-04   1.89274387e-03   2.00682227e-03
    8.10685754e-03   2.00254954e-02   5.31426787e-01   4.46232763e-04
    1.20956951e-03   2.27348111e-03]
 [  5.91055198e-07   6.67236047e-04   5.24838251e-05   9.98608410e-01
    3.64176714e-07   6.24432112e-04   8.54055884e-08   9.50498872e-07
    3.87337059e-05   6.74186913e-06]
 [  7.65108871e-06   1.15398131e-03   2.40165927e-02   8.18631351e-02
    4.61530639e-04   2.48154629e-06   2.21578011e-06   8.78433704e-01
    6.72840793e-03   7.33033987e-03]
 [  1.44239531e-09   1.07599617e-05   9.99929070e-01   5.86235728e-05
    4.08825224e-10   8.92074581e-10   2.25069300e-07   3.75553766e-09
    1.25176723e-06   1.23876491e-11]
 [  2.09444412e-03   7.03789101e-06   6.96801726e-05   8.86037797e-02
    4.64619044e-03   4.39153105e-01   8.70057738e-06   1.50649035e-02
    3.41044134e-03   4.46941733e-01]
 [  8.68749572e-04   4.69516171e-03   6.38864731e-05   1.49654434e-03
    2.26898398e-02   5.07451221e-03   5.89649826e-05   6.79298043e-01
    6.92082522e-03   2.78833449e-01]
 [  1.04489292e-04   1.61241605e-05   1.73889584e-05   3.27934940e-05
    3.74519546e-03   5.70991542e-04   8.40663063e-07   9.46977615e-01
    8.02136899e-04   4.77324128e-02]
 [  1.10227347e-03   2.06674309e-03   3.40540591e-03   1.17089693e-02
    9.89106819e-02   8.79902206e-03   3.94115632e-04   3.73187102e-02
    8.96026194e-03   8.27333808e-01]
 [  2.50556436e-03   6.95275366e-01   7.51988292e-02   1.41841605e-01
    6.73314062e-05   4.25711833e-02   8.86924192e-03   8.48091266e-04
    3.25291157e-02   2.93657969e-04]
 [  4.33564900e-08   3.65924905e-07   9.99813378e-01   1.79210911e-04
    1.68293991e-06   6.28276808e-08   3.06254310e-06   1.28169848e-08
    1.55106534e-06   5.84027418e-07]
 [  5.43890710e-05   2.62682734e-05   1.68219674e-04   9.96831238e-01
    7.03450212e-07   2.80184648e-03   2.16610351e-06   2.42702372e-05
    2.56373878e-05   6.53179450e-05]
 [  4.59866278e-05   2.22558016e-03   2.66375340e-04   9.95379567e-01
    1.34782624e-06   1.89679302e-03   1.20858931e-06   3.85320345e-05
    9.56610093e-05   4.90461134e-05]
 [  5.11329854e-04   9.85166371e-01   2.76132603e-03   1.42912939e-03
    1.11601443e-03   2.35719112e-04   3.27589549e-03   7.74594781e-04
    4.52502538e-03   2.04530850e-04]
 [  3.99540104e-02   1.04352972e-02   2.99469521e-03   7.89369345e-02
    5.94694167e-04   8.32068771e-02   2.95426603e-02   2.64520827e-03
    7.48729229e-01   2.96038459e-03]
 [  4.04170032e-06   9.98529673e-01   8.81872620e-05   2.56716827e-04
    5.84625850e-05   1.19754595e-05   3.77418182e-05   8.02830109e-05
    9.17967991e-04   1.49244652e-05]
 [  9.45766733e-05   1.23276564e-04   2.45472238e-05   8.25892843e-04
    3.49724561e-01   8.89407564e-03   1.02226950e-04   1.21870805e-02
    2.42700358e-03   6.25596821e-01]
 [  5.34027049e-06   1.22060257e-07   3.86633292e-05   5.55608585e-06
    9.90846574e-01   3.46949491e-05   1.19317829e-05   2.75804778e-04
    1.39894488e-03   7.38221733e-03]
 [  1.25454699e-05   3.08822837e-06   9.68156993e-01   3.14876325e-02
    2.23333118e-04   6.27891154e-07   3.75461932e-05   1.80968152e-06
    7.51551124e-05   1.38515122e-06]
 [  1.49934110e-03   1.29385022e-04   2.68608215e-03   1.36130827e-03
    1.81457456e-02   4.81523247e-03   3.14650242e-03   2.98924249e-04
    9.35939729e-01   3.19777466e-02]
 [  9.76333678e-01   1.96470111e-08   1.11697847e-03   6.42489933e-04
    4.43674973e-04   2.87394476e-04   6.72291862e-05   4.09500790e-04
    1.46250313e-04   2.05528699e-02]
 [  3.20566515e-03   7.40203112e-02   5.26058534e-03   6.46661129e-03
    2.03138515e-02   8.47360075e-01   7.28294160e-03   1.55541152e-02
    1.70237068e-02   3.51211079e-03]
 [  9.48939752e-03   9.36984293e-07   7.34097150e-04   8.26957876e-06
    8.52395654e-01   2.53731920e-03   1.15224212e-01   1.02571619e-03
    2.50921794e-03   1.60752833e-02]
 [  7.81268755e-04   1.31791970e-02   1.56521909e-02   8.68271396e-04
    5.20717502e-01   2.75176601e-03   4.08060074e-01   4.50011250e-03
    6.32864237e-03   2.71610022e-02]
 [  5.49068602e-07   3.17993909e-07   1.56595634e-05   3.71360045e-07
    9.97490644e-01   3.85072008e-06   4.46299782e-05   5.12062343e-06
    2.49705336e-05   2.41404586e-03]
 [  1.21082951e-06   2.45370870e-06   1.42383442e-05   1.06332323e-03
    9.03295870e-07   6.27277768e-06   1.92262539e-10   9.97889578e-01
    2.04432240e-06   1.02004083e-03]
 [  1.06821867e-08   4.20867025e-07   2.34778071e-07   3.15826765e-06
    9.99315858e-01   5.07399454e-06   1.12649195e-06   2.50735378e-04
    2.11021347e-06   4.21251578e-04]
 [  6.31046423e-05   9.91299570e-01   1.81896449e-03   9.46466229e-04
    1.27537860e-04   8.98510698e-05   5.99219056e-04   1.02164317e-03
    3.99109116e-03   4.24982500e-05]
 [  2.76768842e-04   8.28098564e-05   9.19693266e-05   2.11393535e-02
    1.16535419e-04   9.76931512e-01   4.91664978e-04   5.75683362e-06
    6.47977111e-04   2.15647713e-04]
 [  9.04516128e-05   9.84628081e-01   1.34825148e-03   5.80602651e-03
    1.21096184e-03   2.02725618e-03   6.61771104e-04   6.48288406e-04
    2.57753045e-03   1.00137433e-03]
 [  8.28538032e-06   2.59958961e-05   1.87703141e-03   1.68719422e-02
    5.76272956e-04   8.89833667e-04   3.62202736e-05   1.06403611e-04
    9.72937167e-01   6.67078095e-03]
 [  1.24244443e-05   2.28704289e-02   9.06677087e-05   1.12104500e-02
    6.93068374e-03   4.22200700e-03   4.65160974e-06   1.75132811e-01
    4.30692360e-03   7.75218904e-01]
 [  2.73897604e-05   9.52805579e-01   2.15378194e-03   2.06177626e-02
    3.02675326e-04   3.52696603e-04   4.63110009e-05   2.05543488e-02
    1.64637796e-03   1.49307190e-03]
 [  8.76022023e-06   9.89480376e-01   8.96064972e-04   9.79365082e-04
    8.02574286e-05   8.29334895e-05   1.66382277e-04   3.97740048e-04
    7.81967398e-03   8.83439861e-05]
 [  3.34749930e-04   2.61248701e-04   1.37033043e-02   7.13822013e-03
    1.71563996e-03   6.33534370e-03   1.06742460e-04   2.93363672e-04
    9.28903818e-01   4.12075818e-02]
 [  9.98721302e-01   5.12724867e-08   1.14361744e-03   1.66812843e-05
    4.02004874e-09   1.03737715e-04   1.60218440e-06   1.14785246e-06
    3.05008848e-06   8.82139830e-06]
 [  1.69702107e-04   2.52551399e-05   9.99181330e-01   1.32104164e-04
    6.97700500e-07   1.77729216e-05   4.05645958e-04   2.71253684e-05
    3.93712762e-05   8.91743866e-07]
 [  4.38015268e-04   1.41406258e-06   3.13303754e-04   2.96793017e-03
    1.08872796e-03   5.67514333e-04   4.61375748e-05   4.32628840e-02
    1.48172223e-03   9.49832380e-01]
 [  5.05876087e-04   6.67989225e-05   5.50090626e-04   4.49336221e-05
    1.07572341e-04   1.38738469e-04   2.51271886e-05   2.59102035e-05
    9.97897744e-01   6.37151534e-04]
 [  7.05895332e-07   3.49335073e-06   3.90899550e-06   9.36461947e-06
    9.92998362e-01   4.09314031e-04   1.18481521e-05   1.54914102e-04
    2.56484636e-04   6.15141215e-03]
 [  9.59293516e-07   4.71960928e-04   9.92634714e-01   1.39801216e-03
    1.07463507e-03   1.96922592e-05   1.02215516e-03   2.59334911e-07
    3.37684411e-03   8.39727591e-07]
 [  9.98766184e-01   2.20133728e-07   1.84556702e-04   9.68683253e-06
    5.14735666e-06   7.16278621e-04   2.59460765e-04   2.77668350e-05
    5.21731818e-06   2.55860305e-05]
 [  1.52495577e-05   2.83052097e-04   3.04974092e-04   1.87994421e-01
    4.79846150e-01   1.54061355e-02   7.70468687e-05   1.23125743e-02
    1.53177353e-02   2.88442671e-01]]
INFO:tensorflow:probabilities = [[  1.64395460e-04   2.67172488e-03   7.59608665e-05   3.19111696e-03
    4.13124748e-02   2.69250991e-03   8.30659064e-06   9.49459374e-02
    6.37152058e-04   8.54300380e-01]
 [  6.04404020e-04   3.31822935e-06   6.91334062e-05   1.00060104e-04
    2.94778529e-05   4.03501850e-04   2.09851578e-07   8.69136583e-03
    1.42598361e-01   8.47500145e-01]
 [  1.67911351e-01   3.63899198e-05   3.36357027e-01   5.42725995e-02
    3.52326967e-02   2.50949105e-03   7.60886818e-02   3.40599945e-04
    1.04464009e-01   2.22787097e-01]
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    6.14638033e-04   6.26672481e-05]
 [  2.74508920e-06   4.09688189e-04   9.98423338e-01   4.32102504e-04
    1.32886838e-04   1.60138352e-05   4.17159405e-04   1.15760577e-06
    1.64895289e-04   1.40215249e-07]
 [  1.32916716e-06   1.69615323e-05   5.24693693e-04   1.99670627e-04
    9.97218490e-01   2.68277305e-04   6.17194513e-04   1.00846722e-04
    7.56339214e-05   9.76942363e-04]
 [  9.89057720e-01   4.01731313e-06   2.98330933e-03   1.68665734e-04
    1.12474127e-05   2.16694054e-04   1.35635401e-05   3.61919374e-04
    8.50239303e-05   7.09781330e-03]
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    1.93402343e-06   5.11866419e-05   3.55511034e-08   9.97993231e-01
    3.53633914e-05   7.64327648e-04]
 [  5.57357725e-06   9.31759119e-01   7.44994672e-04   6.72561815e-04
    1.60770752e-02   2.45953997e-04   3.23522673e-03   3.27740912e-04
    4.67425250e-02   1.89184168e-04]
 [  2.90311345e-06   9.77114022e-01   1.35127944e-03   5.30756125e-03
    6.98506972e-03   3.80753912e-03   5.63365058e-04   1.30943328e-04
    4.48982511e-03   2.47365126e-04]
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    2.14392981e-06   2.07217745e-02   1.35175023e-05   1.21102705e-04
    3.33975516e-02   5.15098916e-04]
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    1.57099497e-03   2.08047591e-02   5.26560517e-03   7.34326193e-07
    9.70047832e-01   1.03315351e-05]
 [  8.27712864e-02   1.40624425e-05   3.31120158e-04   1.84995908e-04
    1.25498293e-04   1.92966342e-01   7.18858540e-01   2.15425462e-05
    4.69029415e-03   3.63276304e-05]
 [  2.12093772e-04   3.45589442e-08   2.05392856e-03   2.13821681e-06
    9.81067777e-01   2.07032514e-04   1.47957569e-02   2.27285549e-04
    2.84747890e-04   1.14933355e-03]
 [  1.31488917e-02   2.99184023e-07   1.80273946e-05   1.29167283e-05
    2.47457665e-05   5.29340177e-04   9.85706747e-01   3.51535874e-07
    5.46258932e-04   1.23927766e-05]
 [  8.07068864e-05   9.82737256e-05   2.06210464e-02   4.56184506e-01
    5.77050494e-04   1.11355223e-02   1.75999103e-05   3.55430157e-03
    4.72098947e-01   3.56321074e-02]
 [  7.53406130e-06   2.06344498e-06   1.79547683e-07   1.05420630e-04
    1.93964522e-02   2.29813159e-04   1.64419805e-06   3.14824237e-03
    1.83877023e-03   9.75269854e-01]
 [  1.02733638e-05   4.24041886e-08   2.49468809e-04   2.14336868e-08
    1.36086528e-04   4.22034373e-06   9.99599755e-01   1.68528125e-08
    7.37556718e-08   9.86283766e-09]
 [  3.31866686e-05   6.85084960e-05   1.23368530e-03   9.96737778e-01
    7.81390156e-07   1.40805449e-03   6.67934671e-07   1.67112785e-06
    4.49053477e-04   6.65955959e-05]
 [  6.57056546e-07   2.05330093e-06   1.36341296e-05   9.99867320e-01
    8.37610870e-09   9.29174275e-05   1.28351187e-08   5.23722747e-07
    2.19604608e-05   9.09501637e-07]
 [  8.38232154e-07   2.43418890e-05   9.67176573e-04   1.18103484e-02
    2.77556137e-06   6.41549377e-06   1.05693889e-08   9.86268044e-01
    1.25876759e-04   7.94191263e-04]]
INFO:tensorflow:global_step/sec: 158.2
INFO:tensorflow:loss = 0.108125, step = 13701
INFO:tensorflow:probabilities = [[  9.99924302e-01   2.72543144e-08   2.58992532e-06   9.68812174e-07
    2.13784617e-07   2.22859726e-05   7.57786620e-06   6.44270358e-07
    7.67229812e-06   3.37087295e-05]
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    9.96206999e-01   1.86866746e-05   1.63433542e-05   9.08139409e-05
    1.13542710e-05   3.65174189e-03]
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    9.24688065e-04   8.28393331e-06   1.63978117e-03   4.78944072e-04
    1.38022276e-02   2.09386344e-04]
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    3.02428361e-07   6.36732948e-05   2.56989807e-08   5.56035060e-03
    3.28423665e-03   5.37354890e-06]
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    3.81676108e-03   1.31022418e-04]
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    1.70300864e-02   2.19740998e-02]
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    2.61019706e-10   1.09569373e-06   1.35637688e-08   5.79995458e-07
    2.69984175e-05   4.23179536e-09]
 [  3.60465521e-04   4.22788784e-04   4.80055227e-04   2.68000207e-04
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    1.23490207e-03   9.23768938e-01]
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    3.32594063e-04   6.34995475e-03]
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    4.46842569e-05   9.98681724e-01]
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    2.12651095e-03   2.28319480e-03]
 [  1.19534870e-05   4.51754651e-08   3.23527202e-05   4.96039047e-06
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    1.68410261e-04   8.16214234e-02]
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    8.57076899e-04   2.16103028e-04]
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    1.05674399e-05   2.50591597e-06]
 [  4.28243425e-07   5.82686926e-06   5.16490036e-06   6.78207971e-06
    9.94672954e-01   1.86432590e-05   5.03695555e-05   1.25429606e-05
    1.73341305e-05   5.20997401e-03]
 [  2.26409896e-03   8.10459554e-01   9.28293914e-03   1.63312431e-03
    1.74356392e-03   1.44601399e-02   3.92023288e-02   6.09772222e-04
    1.20149143e-01   1.95313740e-04]
 [  1.37247671e-08   2.70034768e-08   1.34833454e-06   1.23096752e-05
    1.78478334e-08   6.17081184e-07   7.19854037e-11   9.99968767e-01
    1.11486906e-06   1.58885432e-05]
 [  7.76785659e-03   1.19972610e-05   1.24065368e-03   2.30674414e-05
    2.01927521e-03   7.81846902e-05   9.88035262e-01   8.47202027e-05
    2.14217362e-04   5.24682226e-04]
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    3.85135616e-04   1.01988022e-04   1.29468717e-07   9.58289027e-01
    8.78312130e-06   4.09191214e-02]
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    3.78234964e-03   3.84858504e-06]
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    5.83077735e-06   9.50086280e-04   2.32401799e-05   3.80271899e-06
    1.34646967e-02   7.09394089e-06]
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    4.00406569e-02   4.98436904e-03]
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    9.08070797e-05   3.44760423e-07]
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    9.98736918e-01   6.76795480e-07]
 [  3.96006182e-03   1.61025777e-01   5.40619483e-04   1.55218452e-01
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    3.78240685e-07   3.89878640e-13]
 [  4.63736942e-04   1.22324214e-03   3.73581890e-03   2.46178126e-03
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 [  9.99910474e-01   6.45531129e-10   4.74776498e-05   6.02312684e-06
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    1.39841475e-04   1.17586962e-04]
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    6.84201834e-04   4.69603692e-05]
 [  8.78155697e-06   2.29218628e-07   3.96529154e-04   2.98514293e-04
    1.31025246e-07   2.04168668e-04   5.38683025e-07   3.55049536e-07
    9.99047577e-01   4.31184890e-05]
 [  3.68411839e-03   2.20299139e-08   3.78698064e-03   5.50135330e-04
    4.12645882e-08   1.09512859e-03   1.41624769e-03   1.25864057e-08
    9.89464879e-01   2.45354204e-06]
 [  1.11742476e-02   7.23652449e-03   3.82147753e-03   8.85962218e-04
    1.03679241e-03   5.00497082e-03   9.46015596e-01   4.69905171e-05
    2.46689077e-02   1.08524007e-04]
 [  9.99935269e-01   4.17391988e-08   1.83733628e-05   1.01073056e-06
    9.69496128e-08   1.99861770e-05   2.02284955e-05   8.78430285e-07
    3.32581408e-06   8.40326663e-07]
 [  1.71227902e-02   1.42158300e-03   7.21338904e-03   8.22770715e-01
    6.22318243e-04   5.98699600e-02   3.91578942e-04   4.46997881e-02
    4.61933250e-03   4.12685089e-02]
 [  8.16088516e-11   7.20968046e-07   9.99928117e-01   7.08225925e-05
    2.65323186e-09   1.37779699e-09   2.06292956e-08   7.00965375e-09
    3.91112764e-07   9.39526582e-12]
 [  1.11845438e-03   8.45666975e-02   6.92350091e-03   2.24978719e-02
    1.80835426e-01   9.43131521e-02   1.04888063e-02   2.08432749e-01
    3.07108909e-02   3.60112399e-01]
 [  4.36758501e-06   8.84503879e-06   3.15147190e-04   8.91492073e-06
    2.87858443e-03   1.29681735e-04   9.96643662e-01   2.36913507e-07
    9.74140858e-06   8.00447481e-07]
 [  5.17101435e-05   6.87168722e-07   1.64309513e-05   1.97620375e-05
    2.83142412e-03   3.39883336e-05   2.22415179e-06   5.24095073e-03
    3.45973502e-04   9.91456807e-01]
 [  3.73254124e-06   2.50472094e-05   9.98440444e-01   9.15055978e-04
    5.51530975e-05   2.34033796e-04   1.73709377e-05   4.57476017e-05
    2.49136239e-04   1.43875313e-05]
 [  3.71472118e-03   3.74517845e-06   5.67954034e-04   2.30385467e-06
    5.92614597e-05   3.86260479e-04   9.95254040e-01   7.63140008e-07
    8.46254534e-06   2.65772087e-06]
 [  5.08760204e-05   8.98649523e-05   5.70814445e-05   4.22821939e-03
    7.87602738e-03   5.55712637e-03   1.18468934e-05   9.63794053e-01
    5.13276202e-04   1.78216640e-02]
 [  4.21967911e-07   1.54843656e-06   6.04039769e-08   7.84097210e-06
    1.00913567e-05   3.27152884e-06   1.35670530e-09   9.99716461e-01
    7.72154362e-06   2.52581027e-04]
 [  1.36793227e-04   9.06725461e-07   5.51211269e-05   1.55377493e-03
    2.67698932e-02   2.64070909e-02   6.53066891e-05   1.14091979e-02
    4.62911185e-03   9.28972840e-01]
 [  1.25234612e-04   1.30335138e-07   2.21514165e-05   2.27920036e-03
    8.12562721e-05   1.35087670e-04   2.05652952e-08   1.84141010e-01
    3.22464766e-05   8.13183725e-01]
 [  1.07734383e-03   5.25564067e-02   1.24844455e-03   3.26840520e-01
    1.97881591e-02   5.84055483e-02   9.58112068e-05   1.09043263e-01
    7.43342098e-03   4.23511058e-01]
 [  9.32921739e-06   1.28462773e-06   6.02715118e-05   3.32283639e-06
    5.70426807e-02   3.09652445e-04   1.07891951e-03   7.78449394e-05
    9.40697730e-01   7.18915486e-04]
 [  8.10663551e-06   2.62990507e-04   7.38555286e-03   9.72884178e-01
    6.89042338e-07   1.80521626e-02   1.33450012e-05   5.14959102e-04
    8.69599055e-04   8.47824685e-06]
 [  3.50253467e-05   2.27196448e-08   6.66364504e-05   8.43996440e-06
    2.42598297e-08   3.32180321e-06   6.37806181e-07   4.83905467e-07
    9.99869227e-01   1.61952394e-05]
 [  1.45407239e-05   2.34448544e-06   4.31553235e-05   2.25443132e-02
    5.65535629e-06   9.33023155e-01   8.84360179e-06   2.14907072e-06
    4.39144038e-02   4.41354961e-04]
 [  9.91431355e-01   1.63192396e-06   3.35801218e-04   4.15593495e-05
    1.70219622e-07   7.17566023e-03   3.69266199e-05   8.61907029e-04
    6.40783110e-05   5.09422098e-05]
 [  2.22106674e-03   2.30197361e-06   8.40243476e-04   9.07073118e-05
    4.47209785e-03   2.69279000e-04   1.82054682e-05   1.25326058e-02
    1.69116224e-03   9.77862358e-01]
 [  1.34440788e-05   8.11791779e-06   2.33408027e-05   5.77562132e-05
    9.91124272e-01   1.12172282e-04   1.76457561e-05   7.53626868e-04
    1.07346959e-05   7.87905138e-03]
 [  4.01631668e-02   2.53304315e-04   1.80700724e-03   2.26367134e-04
    7.78637768e-04   9.44618404e-01   8.50639830e-04   4.08192491e-03
    4.67584329e-03   2.54479866e-03]
 [  3.77139135e-04   1.86377380e-04   3.31043499e-04   8.39129498e-04
    4.72167172e-02   2.34600203e-03   6.41555744e-05   4.21018042e-02
    2.86560412e-03   9.03672099e-01]
 [  4.59208350e-05   9.83195603e-01   1.18631870e-03   4.90133942e-04
    3.06718837e-04   5.79125772e-05   4.72304564e-05   1.30585199e-02
    1.03234523e-03   5.79256681e-04]
 [  1.40026968e-05   1.95936337e-02   9.62071657e-01   1.77363530e-02
    1.46359580e-05   1.87628029e-05   1.95524262e-04   1.52801498e-04
    2.02182724e-04   3.67141723e-07]
 [  1.88616011e-03   2.01587123e-03   8.48046690e-03   1.61487505e-01
    4.03734809e-03   4.14666673e-03   2.55992706e-03   1.02941536e-04
    7.99677551e-01   1.56055633e-02]
 [  5.59908540e-06   1.04041828e-06   4.02251388e-08   3.43425527e-05
    3.34428414e-03   1.94193053e-04   4.34155689e-09   9.79230925e-02
    5.02215080e-05   8.98447156e-01]
 [  1.93368920e-04   5.46765805e-04   1.34359871e-03   9.68558967e-01
    1.62869983e-05   9.35900304e-03   2.51094957e-06   2.15254076e-05
    1.63437612e-02   3.61416489e-03]
 [  1.76451877e-02   4.94293708e-05   6.95457403e-03   2.45121861e-04
    5.32594584e-02   1.22985884e-03   1.56407862e-03   6.06318489e-02
    6.49764109e-03   8.51922810e-01]
 [  2.70870607e-03   9.14401561e-03   2.61055585e-02   7.95454144e-01
    1.12500705e-03   1.20197386e-01   2.18416983e-03   8.12078733e-03
    2.96334121e-02   5.32672321e-03]
 [  7.17891788e-04   4.13547377e-06   4.60099618e-05   1.30903109e-05
    3.74242838e-04   3.61069222e-03   9.60766375e-01   1.33782123e-07
    3.44398357e-02   2.75530710e-05]
 [  4.71682688e-05   4.67420341e-06   8.43654925e-05   3.15472192e-07
    9.89399314e-01   3.32652126e-04   3.94429197e-04   6.43604435e-05
    8.81465618e-03   8.57998093e-04]
 [  7.97882734e-04   2.62739207e-03   5.65308437e-04   1.03029214e-01
    4.49748291e-03   6.30971134e-01   2.23543704e-03   4.39682153e-05
    2.49258146e-01   5.97402500e-03]
 [  1.76276426e-05   3.38220823e-04   2.72521662e-04   4.54272231e-06
    2.44747382e-04   1.95257331e-03   9.96917486e-01   5.64458503e-07
    2.48716853e-04   2.94024426e-06]
 [  1.75535104e-06   1.14293314e-07   1.98721045e-05   1.36674818e-04
    2.08538165e-08   7.23835171e-07   9.98119226e-11   9.99804795e-01
    5.31465639e-06   3.07191076e-05]
 [  2.70104330e-08   8.38500469e-08   2.53171538e-06   9.63569109e-05
    9.97376442e-01   1.72286236e-05   2.37266727e-06   4.01099851e-06
    4.48825340e-05   2.45605502e-03]
 [  7.40099989e-04   6.14879951e-08   2.42439946e-05   2.92626879e-04
    3.31682799e-07   1.20878092e-03   5.47660086e-08   3.47459922e-04
    9.94741678e-01   2.64466810e-03]]
INFO:tensorflow:probabilities = [[  3.68210385e-05   6.02904329e-05   1.64757692e-03   2.03241198e-03
    2.29073139e-05   9.88986135e-01   1.51091488e-03   2.71571480e-07
    5.69859426e-03   3.98014345e-06]
 [  2.39631263e-04   1.36076519e-03   1.95384840e-03   8.42699257e-04
    8.00294816e-01   2.32287496e-02   4.41774260e-03   1.94129278e-03
    3.22126113e-02   1.33507952e-01]
 [  9.99981165e-01   4.13510448e-10   4.60830108e-07   1.46383982e-07
    7.40643213e-10   1.25623055e-05   5.13463283e-06   2.39774085e-08
    6.15234342e-07   2.65424962e-08]
 [  1.52783046e-04   9.87742543e-01   1.10260234e-03   7.91899220e-04
    2.64925882e-04   7.36914808e-05   1.10792091e-04   9.65994375e-04
    8.57509486e-03   2.19611597e-04]
 [  4.89140570e-04   2.37783519e-04   1.34713220e-04   3.03095640e-05
    1.92089952e-04   1.36720235e-04   1.77988040e-04   5.97238104e-05
    9.98405516e-01   1.36019909e-04]
 [  2.97397173e-06   1.02920667e-05   9.95166540e-01   4.79513127e-03
    3.67585580e-11   7.28829548e-07   2.10860822e-08   1.68812662e-07
    2.41878224e-05   1.38978537e-10]
 [  3.66132117e-05   5.11321832e-06   2.59277802e-02   9.39897716e-01
    2.59732531e-07   2.05251784e-03   1.23202675e-08   4.43422286e-05
    3.19164991e-02   1.19242592e-04]
 [  2.25437880e-02   1.33610831e-06   1.96401589e-03   1.43530441e-03
    3.49388458e-02   1.56815731e-04   4.02150836e-05   3.62823576e-01
    2.77037336e-03   5.73325694e-01]
 [  1.43178491e-04   4.44190709e-06   6.84495841e-04   2.89032725e-03
    1.48076231e-06   1.91492904e-02   5.51673065e-06   2.76054179e-05
    9.76829469e-01   2.64186732e-04]
 [  9.99475062e-01   2.23339271e-07   7.25320278e-05   1.21165278e-04
    2.44242131e-07   1.73951164e-04   7.01310682e-06   1.36659466e-04
    9.70620476e-06   3.46530237e-06]
 [  2.84297712e-05   6.60555088e-04   1.84749032e-03   5.80055203e-05
    8.57069902e-03   9.59736466e-01   2.56941784e-02   7.01677072e-06
    3.39421188e-03   3.01571208e-06]
 [  4.10930734e-05   7.99220725e-05   5.47067975e-06   9.66215506e-04
    6.81420443e-06   9.98727024e-01   7.92701030e-05   8.78116043e-06
    4.28138555e-05   4.25135840e-05]
 [  5.73941770e-06   2.24882086e-08   2.74225840e-06   5.10910741e-06
    7.83159339e-06   1.34628044e-06   2.10537952e-08   9.94264543e-01
    2.65872700e-06   5.71010634e-03]
 [  4.61213094e-05   7.92254694e-04   7.16310322e-01   4.78888080e-02
    2.63411522e-07   2.72044359e-04   1.26266229e-07   1.72648489e-01
    6.18719161e-02   1.69707302e-04]
 [  7.01315119e-04   1.32527575e-02   2.69056018e-03   1.10434368e-03
    1.75124756e-03   9.72013056e-01   2.32789502e-03   8.00660229e-04
    4.08389233e-03   1.27417513e-03]
 [  8.72483710e-04   1.03969453e-02   2.00063601e-04   1.82777885e-02
    3.49258189e-05   9.68379557e-01   1.26429441e-04   4.02273086e-04
    1.22634007e-03   8.32411097e-05]
 [  1.55138085e-03   6.48437580e-03   9.76270996e-04   1.01609970e-03
    8.99389386e-03   5.22292405e-03   9.70754921e-01   8.29423516e-05
    4.07845667e-03   8.38704116e-04]
 [  2.72073317e-04   3.97961907e-04   1.67255045e-03   1.60823744e-02
    3.10385600e-03   8.83279718e-04   1.23281861e-04   7.52555858e-03
    1.27883488e-02   9.57150757e-01]
 [  4.99658199e-07   5.97480721e-05   9.99814689e-01   1.01639554e-04
    6.07590948e-07   8.97567816e-08   9.03965065e-06   2.53592525e-08
    1.37566503e-05   2.96262641e-08]
 [  6.19947896e-05   7.20464232e-06   6.79727964e-05   2.63875768e-06
    4.06090898e-04   2.37505208e-03   9.95868802e-01   2.54404355e-08
    1.20889035e-03   1.39846713e-06]
 [  3.71993124e-03   2.39945111e-05   4.33855271e-03   2.58579710e-03
    5.84185706e-04   9.89078730e-03   9.54985321e-01   9.91512366e-07
    2.35582422e-02   3.12199641e-04]
 [  2.66933953e-03   4.00811667e-04   2.62805959e-04   2.51000631e-04
    6.75092742e-05   9.93152499e-01   5.08875353e-04   2.97726539e-04
    2.31949892e-03   6.98012009e-05]
 [  1.03202998e-03   3.24125153e-06   3.32371419e-05   2.13431031e-03
    6.69257497e-05   9.95558381e-01   1.07075932e-04   1.31607021e-05
    6.17541024e-04   4.34081070e-04]
 [  2.84828893e-05   3.31021656e-05   3.63508851e-04   3.38092432e-05
    9.95087802e-01   2.50606769e-04   1.26237923e-03   2.57773558e-04
    2.45418214e-05   2.65787519e-03]
 [  9.39248423e-07   3.02295575e-07   1.25083250e-06   2.17784582e-05
    2.68784876e-04   6.27672853e-05   5.87581050e-09   9.96193886e-01
    4.61681811e-05   3.40406946e-03]
 [  9.21478793e-02   1.51858302e-02   3.25769074e-02   1.16922446e-02
    3.41594629e-02   3.37992549e-01   2.19993919e-01   2.69448534e-02
    2.11969003e-01   1.73374116e-02]
 [  1.73025893e-03   1.54039543e-03   1.10674286e-02   1.50436722e-03
    9.62627470e-01   1.25018216e-03   8.20489228e-03   3.21355509e-03
    5.85004163e-04   8.27639922e-03]
 [  3.12840285e-07   1.41387909e-05   1.00245984e-06   8.49527278e-05
    1.14672957e-05   8.84565270e-06   2.47966070e-09   9.97123539e-01
    2.57482952e-05   2.72983289e-03]
 [  4.69844417e-06   1.49816286e-03   1.26950035e-03   8.80207300e-01
    6.02859436e-05   1.50310006e-02   6.60486257e-05   7.00245364e-05
    1.01451375e-01   3.41772684e-04]
 [  1.58340208e-06   2.24882806e-05   3.12251032e-05   1.02824715e-05
    9.97772157e-01   6.45195032e-05   2.29535610e-04   5.40336168e-06
    3.78736440e-05   1.82508677e-03]
 [  1.37818142e-05   2.46428826e-04   1.41874581e-04   9.90052402e-01
    6.91250898e-05   7.02671148e-03   7.35348340e-06   1.00080657e-03
    8.78338877e-04   5.63074544e-04]
 [  1.69972748e-06   1.88556641e-07   2.20974201e-07   2.68607232e-06
    9.95619118e-01   1.39511991e-04   9.69190205e-06   2.35598389e-04
    4.60826355e-04   3.53049301e-03]
 [  6.90673346e-07   4.40536496e-07   1.23737698e-06   4.47285383e-05
    9.06352594e-04   2.48877022e-05   1.85564062e-08   8.19245528e-04
    7.54783287e-06   9.98194873e-01]
 [  1.10700043e-04   6.18389819e-08   2.87603107e-05   1.83818102e-05
    2.07927314e-06   2.24224241e-05   3.54018198e-06   7.82144554e-08
    9.98822033e-01   9.91963898e-04]
 [  5.32677490e-03   6.75919116e-01   8.63069494e-04   1.91439632e-02
    4.64051142e-02   2.22739335e-02   2.50209006e-03   6.29839348e-03
    1.74807850e-02   2.03786775e-01]
 [  5.90044647e-06   5.35688778e-05   1.37811899e-03   1.01617725e-05
    7.87257589e-03   2.76654537e-05   9.90591705e-01   6.38445681e-06
    4.50182779e-05   8.96195252e-06]
 [  2.67731899e-04   2.12342206e-06   1.22538608e-04   7.70801635e-05
    5.30657941e-04   4.41715711e-05   1.11068177e-04   3.02670203e-04
    9.97554362e-01   9.87612293e-04]
 [  4.75962042e-05   7.00384646e-07   6.49039517e-04   1.86125733e-04
    1.06036932e-05   8.51969380e-05   3.88250948e-04   4.73175241e-08
    9.98628974e-01   3.40795850e-06]
 [  3.79940429e-05   5.47669333e-06   2.30830865e-05   7.02125471e-05
    3.51682529e-02   4.74581699e-04   7.60969988e-06   1.36711658e-03
    6.99713011e-04   9.62145925e-01]
 [  2.85331917e-04   1.94523782e-05   2.08254787e-03   5.88533103e-01
    2.01569492e-05   3.79022071e-03   8.84070005e-07   1.45625684e-03
    1.78549476e-02   3.85957092e-01]
 [  1.86489012e-06   2.96753660e-06   3.62343667e-06   4.28752310e-06
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    1.17061543e-03   1.80048980e-02]
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    1.41434692e-04   3.99064993e-05]
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    5.20782960e-05   6.07536267e-03]
 [  4.69577033e-03   3.09838360e-05   3.01874187e-02   1.77386508e-04
    1.14990897e-01   4.24611964e-04   1.20808173e-03   4.13990067e-03
    7.83487502e-03   8.36310029e-01]
 [  3.17847343e-06   3.67868870e-06   1.38801943e-05   2.87061615e-04
    2.83854199e-03   9.63019920e-05   1.88478126e-07   2.56787543e-03
    9.73752030e-05   9.94091928e-01]
 [  5.77230931e-05   3.32872587e-05   9.96443570e-01   2.18459801e-03
    3.40025565e-07   1.42200923e-04   3.56708595e-04   1.27037492e-06
    7.80151109e-04   1.03004894e-07]
 [  1.28542410e-07   2.48168013e-04   9.99577940e-01   1.42322097e-04
    1.83529562e-06   2.27790920e-07   3.30942225e-06   2.31920126e-06
    2.38197299e-05   9.73716485e-09]]
INFO:tensorflow:global_step/sec: 162.157
INFO:tensorflow:loss = 0.127605, step = 13801
INFO:tensorflow:probabilities = [[  1.02495782e-04   7.97575340e-03   1.01600727e-02   2.85485890e-02
    9.67930191e-06   6.90631627e-04   1.34888228e-06   9.35034394e-01
    1.38022769e-02   3.67481797e-03]
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    1.08838824e-04   4.08231281e-03]
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    2.96706916e-04   9.02577162e-01]
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    1.39442990e-02   2.12259358e-04]
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    2.27588997e-03   8.71049941e-01   3.74519383e-04   9.90212709e-03
    4.27920185e-02   3.89715750e-03]
 [  2.84673706e-06   5.24734139e-01   3.49248052e-01   1.25525877e-01
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    2.60981675e-02   2.26863456e-04   1.49856214e-06   1.71107007e-03
    1.45544167e-04   9.71677125e-01]
 [  2.65022777e-06   5.40972142e-05   2.47521484e-06   1.22092635e-04
    1.50516455e-04   6.32508163e-05   7.46401625e-08   9.99348104e-01
    8.50621582e-05   1.71703665e-04]]
INFO:tensorflow:probabilities = [[  6.20940627e-05   2.42073329e-05   2.78962252e-04   1.29343441e-03
    6.56432749e-05   5.48806041e-02   3.09243653e-04   9.88516695e-06
    9.42814469e-01   2.61447422e-04]
 [  3.21617044e-08   4.64808103e-08   6.11711130e-06   2.36927866e-04
    1.12794730e-07   2.08595651e-07   2.09934042e-10   9.99742210e-01
    3.85718039e-07   1.39359563e-05]
 [  8.63787209e-05   9.98441398e-01   1.09113724e-04   2.28089746e-04
    1.99678645e-04   7.44212302e-05   1.51569446e-04   1.95705419e-04
    4.83738520e-04   2.99997500e-05]
 [  1.00965792e-07   2.26120260e-08   5.14423107e-07   1.83121392e-05
    2.02254178e-08   8.69314363e-08   7.55566165e-11   9.99757946e-01
    7.92869400e-07   2.22209506e-04]
 [  4.76746900e-05   1.33883907e-03   8.63614841e-05   5.07242652e-03
    1.40357437e-03   4.17280011e-03   2.04852709e-04   3.01537872e-03
    1.29799515e-01   8.54858518e-01]
 [  9.99865532e-01   9.36602462e-10   5.04634636e-06   1.48275194e-06
    4.08672340e-09   6.88720174e-05   5.79409898e-05   7.77872742e-07
    1.81422195e-07   1.53134835e-07]
 [  3.01854868e-07   2.86023169e-06   9.99658108e-01   1.82566564e-05
    1.83913440e-10   8.79468658e-08   7.01582934e-08   2.49524739e-08
    3.20260500e-04   7.19413917e-10]
 [  1.57910617e-05   9.69046378e-05   1.14528323e-03   7.99403526e-03
    5.31054638e-06   7.62483396e-05   1.26361561e-08   9.87557292e-01
    7.68168593e-06   3.10145598e-03]
 [  2.04131593e-05   3.44850268e-05   8.32689822e-01   1.50582701e-01
    3.00325489e-08   2.26721077e-05   3.13708938e-07   3.37965830e-05
    1.66140813e-02   1.76628566e-06]
 [  9.81847492e-08   1.41879191e-05   9.94330883e-01   5.63542452e-03
    1.61721357e-06   5.82571261e-07   4.53557050e-06   1.03276316e-05
    2.30567457e-06   5.33564730e-08]
 [  2.76634507e-02   4.79699811e-04   2.14212805e-01   1.20640965e-02
    3.69720399e-01   2.30401545e-03   2.02537756e-02   2.63905581e-02
    5.25189601e-02   2.74392217e-01]
 [  2.63869122e-04   9.92581129e-01   1.03417877e-03   5.85831178e-04
    3.79684119e-04   3.00879083e-06   5.17334265e-04   1.25958363e-03
    3.30672017e-03   6.87766296e-05]
 [  9.33965377e-04   3.23677465e-04   9.45241153e-02   5.85669763e-02
    1.88330119e-03   3.54924612e-02   5.56077692e-04   1.86253211e-03
    6.42665863e-01   1.63191035e-01]
 [  1.29805252e-01   9.54926509e-06   1.08828256e-02   4.89529630e-05
    1.17195144e-01   1.16195390e-03   7.40216672e-01   2.10051789e-04
    9.95177761e-05   3.70152440e-04]
 [  3.08579009e-04   9.80326891e-01   1.10244555e-02   4.88246651e-03
    5.86491602e-04   8.24035487e-06   3.86945845e-04   1.17739604e-03
    1.16774510e-03   1.30749206e-04]
 [  9.25903005e-05   9.91708696e-01   1.54816883e-03   3.80217854e-04
    2.86257389e-04   1.41881974e-04   1.97867979e-03   1.27863226e-04
    3.70431342e-03   3.13754645e-05]
 [  1.89411512e-05   5.51154017e-07   1.87364572e-06   1.60815034e-04
    3.08524375e-03   1.91749466e-04   3.97093771e-07   6.07923651e-03
    2.86638260e-05   9.90432560e-01]
 [  4.59195301e-03   5.52817422e-04   6.56265533e-04   1.05538394e-03
    6.73944232e-05   9.57596660e-01   1.03311113e-03   3.97926749e-04
    3.31954733e-02   8.53058766e-04]
 [  8.35124927e-04   5.30035177e-04   2.50392128e-03   4.76097921e-04
    9.34473634e-01   4.25581168e-03   1.59110595e-02   2.56334408e-03
    8.50933511e-03   2.99414918e-02]
 [  6.14995315e-06   1.25384633e-03   3.09982715e-05   4.01543593e-03
    9.37742006e-04   1.98956183e-03   8.85908719e-07   1.11152623e-02
    9.25448840e-04   9.79724646e-01]
 [  8.60008731e-05   1.13192042e-02   7.62233394e-04   2.13170308e-03
    9.23923671e-01   1.59978238e-03   2.27483399e-02   3.38879589e-04
    3.13901459e-04   3.67761664e-02]
 [  1.19842160e-04   1.80818861e-05   9.98108745e-01   1.22849736e-03
    2.36758089e-04   2.10619492e-05   9.35972712e-05   5.35692852e-05
    8.57123669e-05   3.41642663e-05]
 [  1.90619667e-05   2.77688348e-04   1.69149953e-05   3.97882104e-04
    8.73345375e-01   1.40078075e-03   1.05628438e-04   2.29871133e-03
    7.52598629e-04   1.21385284e-01]
 [  5.96294762e-04   6.84295810e-05   4.19586804e-03   6.04408087e-05
    2.75465514e-04   5.16928325e-04   3.87591124e-03   2.38370867e-05
    9.89789188e-01   5.97646576e-04]
 [  9.76046522e-07   1.68694697e-07   4.77980429e-05   5.33967581e-09
    1.20869503e-04   2.41293856e-06   9.99817431e-01   8.11929413e-10
    1.00019543e-05   3.27952051e-07]
 [  4.64905679e-05   5.66321069e-05   8.72996926e-01   1.18294753e-01
    2.13146056e-09   1.69380731e-03   7.05680350e-07   5.41777481e-05
    6.79455698e-03   6.18295162e-05]
 [  8.47186428e-04   3.59450351e-05   2.23518524e-04   9.54063833e-01
    9.17524517e-07   3.83878015e-02   1.24428971e-06   4.80390772e-05
    6.23088144e-03   1.60754993e-04]
 [  4.10349543e-07   9.91837226e-08   2.01306812e-05   9.97949183e-01
    5.80947415e-08   2.02575675e-03   3.22393880e-08   3.35084621e-07
    3.55357770e-06   6.23298604e-07]
 [  6.24808818e-05   2.00376144e-06   2.19706908e-06   2.12677347e-04
    8.98966537e-05   9.85826671e-01   9.12733609e-04   2.81700618e-08
    1.27875749e-02   1.03800223e-04]
 [  3.76707021e-06   2.47741309e-06   4.76954938e-06   9.68909590e-05
    7.25589416e-06   1.08310705e-04   7.68260264e-08   9.98302937e-01
    1.24821827e-05   1.46106689e-03]
 [  3.05240275e-04   4.78676613e-03   2.21407367e-03   2.86161550e-04
    6.35824561e-01   5.39602078e-02   3.34470952e-03   2.20605289e-03
    2.60397017e-01   3.66751291e-02]
 [  2.57465959e-04   6.85875013e-04   2.51252321e-03   6.55309334e-02
    2.39784829e-03   8.29346716e-01   2.68092062e-02   1.62889937e-05
    7.21828640e-02   2.60191737e-04]
 [  2.19516369e-04   2.73590122e-04   1.01212680e-03   1.35042919e-02
    2.54935480e-06   9.81569529e-01   3.00897215e-03   1.33706905e-07
    3.99229320e-04   1.00432972e-05]
 [  1.92582002e-06   5.94756648e-06   1.03234903e-04   9.96188343e-01
    9.12594871e-08   2.61865719e-03   4.05590539e-09   1.05258085e-04
    8.17974214e-05   8.94657045e-04]
 [  8.00788123e-03   1.83401187e-03   9.63846501e-03   6.16236648e-04
    1.83521386e-03   4.40286333e-03   3.14628184e-02   2.04644079e-04
    9.40753937e-01   1.24389713e-03]
 [  3.88414207e-07   4.13483718e-07   9.99773800e-01   6.16306977e-07
    1.55141082e-04   1.03630619e-07   5.76472630e-05   3.56490437e-09
    1.14490722e-05   3.36038084e-07]
 [  3.24127068e-05   7.37832409e-07   1.37345896e-05   9.44221028e-06
    9.72134173e-01   7.05262762e-04   2.04791708e-04   1.36586407e-03
    2.56938022e-03   2.29642447e-02]
 [  8.27185249e-06   5.71116880e-06   7.78523216e-04   3.12147276e-05
    1.15581264e-04   2.97925726e-05   9.98965621e-01   5.19536627e-07
    6.44363972e-05   3.25033994e-07]
 [  2.61864334e-04   9.82088804e-01   1.28825381e-03   1.01412053e-03
    4.27474873e-03   2.21112030e-04   5.95061923e-04   7.09991204e-03
    1.31310185e-03   1.84291403e-03]
 [  3.41293053e-05   2.54361998e-06   1.28676253e-03   2.07191315e-05
    3.37824895e-05   5.06946410e-04   9.97393608e-01   6.49176215e-08
    7.20225449e-04   1.22036886e-06]
 [  4.27119201e-03   8.09930041e-02   4.80042165e-03   7.76509121e-02
    3.23030035e-05   5.75266685e-03   2.57820066e-04   1.59802311e-03
    8.22773516e-01   1.87017594e-03]
 [  9.35010114e-09   5.37658025e-06   5.95026495e-06   9.99811351e-01
    6.90283599e-08   4.18033269e-05   2.08668652e-10   3.80618549e-05
    5.12494844e-05   4.61107920e-05]
 [  1.07815024e-04   1.35320253e-04   5.18110406e-04   1.40521978e-03
    2.81210281e-02   1.28463167e-03   2.03857508e-05   5.48597425e-03
    2.74100737e-03   9.60180461e-01]
 [  3.33201169e-04   3.35852476e-03   1.09739602e-03   1.65396894e-03
    2.08307043e-04   3.58032552e-03   9.84326780e-01   1.65295319e-06
    5.41686499e-03   2.29475500e-05]
 [  6.95007620e-04   9.34849024e-01   6.78565120e-03   6.12674234e-03
    2.29838863e-03   6.14639977e-03   4.13386337e-03   1.74553960e-03
    3.62224579e-02   9.97004798e-04]
 [  1.86947652e-03   2.44229246e-04   4.21129138e-04   2.24343198e-03
    2.54504476e-03   8.52216687e-03   9.83277202e-01   4.96212976e-07
    8.63806403e-04   1.31663428e-05]
 [  5.20839880e-04   1.25262550e-05   2.61895126e-04   7.85447133e-04
    6.43315390e-02   7.38630630e-03   3.37897472e-05   1.28067774e-03
    7.33278575e-04   9.24653709e-01]
 [  2.97738279e-05   4.01013822e-05   8.61395456e-05   7.62591253e-06
    6.38221274e-04   6.41334191e-05   9.99116242e-01   1.26802576e-07
    1.75411296e-05   1.36473190e-07]
 [  2.97780252e-06   9.98689830e-01   4.75884844e-05   8.71089695e-04
    4.11734036e-05   1.43752141e-05   4.80984090e-05   3.59196201e-05
    2.29867917e-04   1.88820995e-05]
 [  1.22928051e-02   2.78204055e-07   3.02572007e-05   6.45019934e-02
    2.48404206e-07   9.22215044e-01   1.54383415e-05   2.87049556e-06
    7.47153710e-04   1.93994973e-04]
 [  9.00342784e-05   8.67711037e-07   1.25049119e-04   1.72980348e-04
    8.48743366e-06   9.36175347e-05   1.98462544e-08   9.65261161e-01
    3.08524352e-04   3.39392200e-02]
 [  9.74116392e-06   4.41012744e-05   2.06467317e-04   5.19389333e-03
    7.17556179e-02   3.35001410e-03   1.38769219e-05   3.24771763e-03
    1.42054760e-03   9.14757967e-01]
 [  5.52181689e-07   1.28102047e-05   1.19692277e-06   5.07883633e-05
    7.25992993e-02   3.71583774e-05   2.48174615e-07   1.93911872e-03
    4.34301997e-04   9.24924552e-01]
 [  2.18459754e-05   1.54881388e-06   9.91811521e-06   1.53212459e-03
    1.60480605e-03   2.79194413e-04   3.56169949e-06   1.60825788e-03
    6.47197710e-04   9.94291544e-01]
 [  1.40538346e-03   1.05927160e-04   8.22272501e-04   6.56968877e-02
    1.22167176e-05   9.15509760e-01   4.63582866e-04   1.69380855e-05
    1.54104382e-02   5.56639046e-04]
 [  4.83908336e-09   3.91188593e-09   1.03750256e-06   1.26830429e-07
    1.87825265e-07   2.65421640e-08   2.44974024e-11   9.99983907e-01
    1.27741760e-06   1.33045751e-05]
 [  9.36664310e-06   2.33432385e-09   3.09426036e-06   4.57613942e-06
    4.57991810e-05   1.16417223e-05   8.94690655e-10   9.54634488e-01
    4.21413370e-06   4.52868305e-02]
 [  4.75696579e-05   1.24763625e-04   4.93066102e-01   5.04832506e-01
    6.94976654e-04   3.19988583e-04   5.91530639e-04   1.24156086e-05
    2.92024342e-04   1.81672276e-05]
 [  2.73829664e-05   1.35234062e-04   7.28663988e-04   2.36233952e-03
    2.08342567e-06   9.43545485e-04   5.87675117e-07   2.30134185e-03
    9.92711186e-01   7.87709432e-04]
 [  2.72987506e-07   5.72105164e-05   9.24082779e-05   9.98846054e-01
    2.06640943e-05   6.53347175e-04   4.66468373e-06   2.91744418e-05
    2.32903141e-04   6.32548035e-05]
 [  1.55590056e-03   4.47206461e-04   5.71711134e-05   1.96281588e-04
    1.69096253e-04   5.93651691e-03   9.89593625e-01   9.29662690e-07
    1.98376202e-03   5.94947815e-05]
 [  8.68045208e-06   5.22329522e-08   4.99311625e-07   2.45378469e-03
    9.80725963e-06   9.83921170e-01   1.16039466e-07   9.96536473e-05
    8.87911126e-04   1.26181915e-02]
 [  1.49812229e-06   3.05089998e-07   6.77423886e-05   9.91035581e-01
    7.62569034e-05   8.53158417e-05   5.71808556e-09   1.33865979e-05
    3.68427881e-03   5.03567560e-03]
 [  4.38955212e-05   4.12017442e-07   6.08480832e-06   1.67095757e-04
    1.46924434e-02   2.33475561e-03   2.13017506e-06   9.76126194e-01
    6.96628194e-06   6.62003551e-03]
 [  3.88495346e-06   1.74554600e-07   9.99905825e-01   8.91530508e-05
    6.97171987e-10   5.18351797e-08   1.75619397e-09   1.33835655e-07
    7.01084900e-07   1.28760050e-07]
 [  3.36467027e-04   3.64211679e-04   7.19690621e-01   2.48235813e-03
    2.11979300e-01   2.95281559e-02   3.15331034e-02   1.66519126e-03
    2.19088956e-03   2.29762838e-04]
 [  2.83781998e-02   2.79467523e-01   1.28418589e-02   9.08587419e-04
    2.64758186e-04   4.30542231e-03   4.05732766e-02   4.64221484e-05
    6.32922530e-01   2.91427394e-04]
 [  1.13184869e-04   7.97732724e-08   1.94190807e-06   3.54434305e-04
    3.03926328e-07   5.87969553e-04   1.21069546e-08   9.98912215e-01
    6.82462587e-06   2.31361428e-05]
 [  4.27432460e-05   3.66682536e-04   1.09842013e-05   9.48202796e-04
    4.23018672e-02   4.91227489e-04   2.68877593e-05   1.01634841e-02
    7.84205273e-03   9.37805891e-01]
 [  3.59133537e-07   2.29113084e-06   7.71990017e-06   3.18060484e-04
    1.70197279e-06   1.11678528e-05   4.36709380e-09   9.96728897e-01
    7.70337210e-05   2.85279728e-03]
 [  4.55277529e-07   2.35477523e-06   3.32973374e-04   9.91654277e-01
    4.15732266e-08   6.15486933e-04   5.55356081e-08   2.78519724e-06
    7.36822048e-03   2.34511263e-05]
 [  1.28859814e-04   4.07247571e-05   1.22118086e-04   9.75926876e-01
    4.44049988e-08   1.72866099e-02   6.42373379e-07   7.74988166e-06
    4.56992397e-03   1.91634439e-03]
 [  2.62373524e-05   9.98299181e-01   5.03354298e-04   2.31672719e-04
    3.64071631e-04   7.61026095e-05   1.99042974e-04   4.36290975e-05
    2.33047496e-04   2.37096010e-05]
 [  2.08071615e-05   2.24995365e-05   2.86625414e-06   4.06664592e-04
    2.68410645e-07   9.99366105e-01   2.06511668e-05   2.24257803e-07
    1.57612958e-04   2.33144647e-06]
 [  1.45148920e-06   5.92411263e-04   1.17753935e-03   9.94720340e-01
    4.29624015e-05   1.32737798e-03   1.74425543e-06   1.39807844e-05
    2.10397714e-03   1.82280528e-05]
 [  5.75374588e-06   9.98339176e-01   2.00072755e-04   1.08028017e-03
    1.22835927e-05   2.22143062e-05   3.06561196e-05   7.43676355e-05
    1.74009503e-04   6.11579235e-05]
 [  1.60087097e-06   1.08329041e-04   3.27487476e-03   1.72507856e-03
    2.33121028e-07   3.39987082e-07   2.08560369e-09   9.94314611e-01
    3.00981574e-05   5.44815732e-04]
 [  8.41573201e-05   1.66103171e-04   8.92448472e-04   3.90878849e-05
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    1.98221489e-04   8.93407730e-08]
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    1.61967805e-07   5.53029940e-06]
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    2.00119382e-03   5.28412173e-04   9.73419130e-01   1.29699562e-04
    8.39836244e-03   1.56161012e-04]
 [  9.71091270e-01   2.67466785e-05   1.16191432e-02   1.35092170e-03
    4.86256649e-05   4.46376204e-03   5.61815163e-04   1.29953420e-04
    1.00884233e-02   6.19310886e-04]
 [  4.42517223e-04   2.28622393e-05   1.87266211e-03   9.41224337e-01
    2.58049067e-06   7.94091786e-04   6.69146687e-07   1.76484420e-04
    3.54079604e-02   2.00559199e-02]
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    7.38336965e-02   2.49917561e-04]
 [  6.45690539e-04   9.22005711e-05   1.20010622e-01   2.71676511e-01
    2.49373203e-04   4.70598489e-01   1.48288047e-04   3.13655846e-03
    8.94896090e-02   4.39526327e-02]
 [  4.03694276e-06   2.82959983e-04   5.84050780e-04   9.96494830e-01
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    3.68793786e-04   4.44562247e-05]
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    1.42721847e-05   1.49171147e-03   2.39723042e-04   3.70886119e-06
    9.95237231e-01   3.82727245e-04]
 [  3.70017915e-05   4.82412893e-03   6.47707900e-04   5.02723157e-01
    1.24054422e-04   1.40087381e-02   5.92124695e-03   1.79768109e-03
    4.69738513e-01   1.77690774e-04]
 [  9.16497378e-10   5.37198996e-09   7.02478431e-08   3.20768886e-05
    1.30270716e-09   9.99684453e-01   1.85216056e-08   2.12277946e-08
    2.82675959e-04   7.70632255e-07]
 [  2.94390657e-06   1.08741524e-05   5.31755795e-05   1.20940007e-04
    9.95148122e-01   1.00527145e-03   2.83347472e-04   3.99721030e-04
    1.51567961e-04   2.82415538e-03]
 [  8.44564875e-06   3.24521461e-05   9.17858324e-06   1.12691750e-05
    9.90049481e-01   4.36691567e-04   1.64197350e-04   2.74945516e-04
    1.95691508e-04   8.81759822e-03]
 [  3.09108582e-04   9.85217512e-01   3.26696783e-03   1.23633060e-03
    6.83127786e-04   2.49294128e-04   1.38770533e-03   1.53866701e-03
    5.28053194e-03   8.30530771e-04]
 [  6.91966807e-06   6.11005180e-06   6.62553930e-06   9.94653583e-01
    5.81922222e-07   3.10567906e-03   3.91944752e-07   2.11060178e-05
    2.59896944e-04   1.93918147e-03]
 [  1.24762056e-03   9.94217931e-04   9.85612154e-01   9.25416593e-03
    1.26890873e-05   4.10699315e-04   1.12164162e-04   1.00384792e-03
    1.02113734e-03   3.31304240e-04]
 [  1.15310843e-03   1.17509812e-03   9.20002222e-01   7.19990442e-03
    4.33724700e-03   2.74199573e-03   2.04451746e-04   2.19041901e-03
    1.50864376e-02   4.59090397e-02]
 [  4.59973788e-04   2.99459799e-08   1.98886319e-05   4.05224773e-06
    3.94996663e-04   1.19302140e-05   9.99085784e-01   1.84100536e-05
    3.41739201e-06   1.37515326e-06]]
INFO:tensorflow:global_step/sec: 163.194
INFO:tensorflow:loss = 0.232868, step = 13901
INFO:tensorflow:probabilities = [[  7.11877947e-05   6.48223732e-08   5.45028539e-04   1.37365944e-07
    1.39796866e-05   4.45623155e-04   9.98172402e-01   4.75576556e-09
    7.51409505e-04   9.17718168e-08]
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    5.04045398e-04   1.07034482e-03   3.49764392e-04   5.97000355e-03
    9.57620919e-01   1.37133347e-02]
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    7.90283026e-04   3.16755686e-05]
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    8.89544636e-02   1.74468942e-02]
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    9.04791296e-01   2.00915765e-02]
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    2.31837403e-04   9.81417120e-01]
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    3.30218580e-03   3.68464651e-04]
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    6.05734289e-01   2.40185973e-03]
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    1.07765978e-03   2.17008583e-05]
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    2.36408524e-02   2.06454447e-03]
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    4.34838124e-02   9.08675611e-01]
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    1.14711486e-06   9.67118016e-04]
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    3.46913157e-06   4.88331262e-03]
 [  6.37793317e-02   1.90170074e-04   8.11208226e-03   4.65837220e-05
    6.08150288e-03   1.26860319e-02   1.39272913e-01   1.09131006e-03
    7.66424656e-01   2.31550238e-03]
 [  6.22963998e-05   9.88131166e-01   8.01436778e-04   7.83907017e-04
    2.76705134e-04   2.57839565e-04   1.46701082e-03   1.27990905e-04
    8.03541765e-03   5.60248300e-05]
 [  2.09284699e-05   2.80801601e-07   6.59517420e-04   4.60499450e-07
    1.49854808e-04   6.87973261e-06   9.99160767e-01   1.57534572e-08
    2.48608274e-07   1.05339325e-06]
 [  9.99843001e-01   3.41990525e-09   1.25792576e-05   1.70260677e-07
    6.37148361e-08   1.28723186e-04   7.06924357e-06   2.23727557e-06
    4.40117128e-06   1.69919133e-06]
 [  8.40502791e-04   1.23570999e-02   2.83740181e-03   2.57478619e-04
    3.45111452e-02   7.48697761e-03   9.39364016e-01   9.91178058e-06
    1.86685158e-03   4.68483544e-04]
 [  9.09104929e-05   6.35549135e-04   9.96752988e-06   1.33341004e-03
    4.81219497e-03   1.36608433e-03   2.28320209e-06   2.38554239e-01
    8.67990428e-04   7.52327383e-01]
 [  9.99796569e-01   4.41788800e-10   1.65917481e-06   1.42785524e-07
    3.10952292e-10   1.99078771e-04   1.52877675e-07   6.66513955e-08
    1.78570690e-06   6.17519447e-07]
 [  1.90936174e-04   7.89217393e-06   1.04929852e-04   4.45245206e-03
    2.48387892e-07   8.99344450e-05   1.25756219e-06   1.69437371e-07
    9.94867802e-01   2.84409150e-04]
 [  4.06209365e-05   9.95849729e-01   1.75287176e-04   1.31324411e-03
    1.32321016e-04   2.59195804e-04   3.47879162e-04   1.89165847e-04
    1.17338425e-03   5.19224210e-04]
 [  4.42347809e-04   7.49261608e-06   7.66928599e-04   5.67671983e-03
    1.19342021e-05   9.92338419e-01   5.99794963e-04   2.12341797e-06
    1.17063479e-04   3.71413480e-05]
 [  2.08426195e-06   2.44910598e-08   7.34282139e-07   4.44733047e-07
    1.15027774e-07   1.89842638e-06   3.52356228e-10   9.99687195e-01
    1.23460052e-06   3.06340371e-04]
 [  7.47614598e-04   1.68524727e-01   7.83726990e-01   5.70804300e-03
    1.63523268e-07   8.05859920e-03   6.61413465e-03   1.03809998e-06
    2.66178995e-02   7.36554341e-07]
 [  5.41006193e-05   2.28342245e-07   8.19542493e-07   8.56130828e-06
    2.26769862e-06   9.99709308e-01   3.04467521e-05   5.43872034e-07
    1.83421565e-04   1.02597733e-05]
 [  3.12137286e-06   9.98306632e-01   1.38431380e-04   1.18604244e-03
    2.14808588e-05   3.74166302e-06   8.81117012e-06   1.41098571e-04
    1.55109883e-04   3.56186683e-05]
 [  1.73550902e-03   1.57747080e-03   5.31153928e-04   8.20367015e-04
    7.49060279e-03   6.92027668e-03   3.62740211e-05   9.21272516e-01
    2.31741951e-03   5.72985075e-02]
 [  2.42480496e-03   4.01623693e-04   9.35896358e-04   2.10951851e-03
    2.17021424e-02   5.82634866e-01   2.90835788e-03   1.63949677e-03
    6.23472072e-02   3.22896034e-01]
 [  1.43713251e-05   1.23934500e-04   1.41704967e-02   1.07543981e-02
    1.71744832e-04   4.36144834e-03   1.21960133e-04   4.44355210e-05
    9.69338298e-01   8.98860453e-04]
 [  1.67677154e-05   1.01940520e-01   8.12356710e-01   8.28777254e-02
    7.76528140e-08   2.06391433e-05   1.00179232e-05   4.67377930e-07
    2.77710054e-03   8.96904773e-09]
 [  1.41162498e-04   4.53156304e-08   7.04104605e-05   4.91628562e-05
    1.33718868e-05   3.28976312e-04   5.55161023e-06   6.05854302e-06
    9.96970773e-01   2.41454621e-03]
 [  1.84884237e-04   1.31866180e-08   2.17014039e-03   1.03135244e-06
    6.55147247e-04   5.74685600e-06   1.05025219e-05   2.83283938e-04
    3.41068662e-05   9.96655107e-01]
 [  1.23946753e-04   1.68151744e-02   1.21290493e-03   3.45744682e-03
    2.38317771e-05   2.04646582e-04   6.61616355e-07   9.64778483e-01
    3.93291819e-04   1.29894670e-02]
 [  1.07832648e-06   5.93157383e-05   8.48177262e-03   9.89304543e-01
    5.68979885e-07   1.16215615e-05   2.26251515e-08   1.41783163e-03
    4.83996293e-04   2.39172849e-04]
 [  5.80687947e-06   5.48680662e-04   1.72053133e-05   5.96187869e-03
    6.13763987e-04   9.78641868e-01   3.46772233e-03   3.42402529e-07
    8.03247280e-03   2.71015032e-03]
 [  1.59400748e-04   6.38847277e-02   2.22839328e-04   5.17563596e-02
    5.44464390e-04   1.68006681e-03   1.81677308e-06   5.95140874e-01
    1.40641164e-03   2.85202950e-01]
 [  4.10320354e-05   3.10465521e-06   1.70308165e-03   5.51580684e-03
    2.90477881e-04   1.42763346e-03   5.81074331e-04   1.82988549e-06
    9.90006924e-01   4.29034699e-04]
 [  4.44532925e-04   9.52603579e-01   2.85762246e-03   7.83491600e-03
    2.05018697e-03   4.46700054e-04   1.53466055e-04   2.51918789e-02
    3.32706654e-03   5.09007461e-03]
 [  8.12743019e-05   1.10661358e-05   1.42512494e-04   1.42494891e-05
    8.85342896e-01   2.86608789e-04   1.08481712e-04   2.02472019e-03
    8.59957596e-04   1.11128248e-01]
 [  6.98027434e-03   1.25175911e-05   2.64319615e-03   4.24362988e-05
    3.07752052e-03   3.74767871e-04   9.86803472e-01   3.38969949e-06
    4.49098916e-05   1.75335445e-05]
 [  4.24310128e-05   2.64345053e-05   5.59113105e-04   6.80011406e-04
    3.16008081e-05   5.30634024e-05   3.06297385e-04   3.14782847e-06
    9.97117162e-01   1.18063670e-03]
 [  3.95769719e-04   7.83131085e-03   7.63686083e-04   1.91456787e-02
    1.56517059e-03   9.59392428e-01   5.66953677e-04   1.16932474e-03
    7.24457111e-03   1.92517438e-03]
 [  1.65911351e-05   2.88522078e-05   1.15696443e-04   5.63204303e-05
    7.57274611e-05   4.28808708e-05   1.34477932e-05   1.30144972e-05
    9.98870790e-01   7.66587444e-04]
 [  7.54809807e-05   7.64080198e-07   4.49799954e-05   1.03188279e-06
    1.60861106e-04   6.98512522e-05   9.99238133e-01   5.90323679e-10
    4.08690685e-04   2.45416402e-07]
 [  1.23764880e-06   2.40412248e-07   5.62322271e-07   9.99694705e-01
    2.30218244e-09   2.92053126e-04   1.26494148e-10   7.08267237e-07
    5.47432046e-06   5.05369508e-06]
 [  1.20297933e-04   9.91355717e-01   1.40072464e-03   1.14687777e-04
    2.01099494e-04   1.43498022e-04   2.69404636e-03   5.44791037e-05
    3.91087029e-03   4.57106353e-06]
 [  9.99317288e-01   2.65329536e-09   4.96965913e-06   1.19611777e-05
    1.22672039e-10   6.52978197e-04   2.96002054e-06   5.29089846e-07
    8.06104617e-06   1.33641811e-06]
 [  6.19053748e-03   1.22808569e-05   6.51924592e-03   8.31285797e-05
    2.42500202e-04   1.15839357e-03   9.84895170e-01   3.11830740e-06
    8.16324551e-04   7.92206192e-05]
 [  1.88700687e-05   1.52533175e-05   9.94495622e-06   2.38851999e-06
    1.71124109e-03   7.56892405e-05   9.98019218e-01   9.61216742e-08
    1.40449338e-04   6.84077395e-06]
 [  2.19454244e-03   3.51586714e-02   1.93114560e-02   2.56076027e-02
    5.09205647e-03   1.09078106e-03   4.08020541e-02   1.11485220e-04
    8.68022621e-01   2.60870089e-03]
 [  2.09307836e-05   2.78582633e-07   8.18332296e-07   1.06268424e-04
    4.43803612e-03   4.68905171e-04   4.41409362e-08   9.47160780e-01
    4.15990507e-05   4.77624349e-02]
 [  3.31235039e-09   5.78108011e-05   9.99916315e-01   2.50830381e-05
    4.07730782e-09   6.86964174e-09   8.49846401e-07   1.18671650e-08
    1.03389848e-08   1.86422891e-10]
 [  3.99510391e-05   3.85874500e-06   5.43870963e-04   3.89049761e-02
    4.32053457e-06   7.95253646e-03   1.98346788e-05   2.19913418e-05
    9.52264428e-01   2.44203839e-04]
 [  6.68106668e-06   2.34500694e-04   4.41014818e-05   3.15987447e-04
    2.51858234e-01   1.32380042e-03   3.76079115e-05   1.51875880e-04
    3.39337072e-04   7.45687842e-01]
 [  7.45178695e-05   8.82907771e-03   1.17612518e-02   1.22957714e-02
    1.19406074e-01   3.89069691e-03   1.09449751e-03   1.04236297e-01
    4.15171832e-02   6.96894646e-01]
 [  6.92006433e-04   8.87344941e-04   1.42705180e-02   1.16519213e-01
    1.32411355e-04   1.16804717e-02   5.41082386e-07   8.33637655e-01
    2.22907634e-03   1.99507605e-02]]
INFO:tensorflow:probabilities = [[  1.14872810e-05   8.51797158e-05   8.01714050e-05   9.94994934e-06
    7.64993252e-04   3.76124735e-05   9.98876631e-01   5.89435736e-08
    1.32950343e-04   9.19754541e-07]
 [  1.41815644e-05   1.39915828e-05   2.40139692e-04   7.15142058e-04
    5.20036137e-03   7.55719142e-04   1.26399857e-06   6.18508644e-02
    1.14295457e-03   9.30065334e-01]
 [  3.20654508e-05   9.97138500e-01   4.89235274e-04   1.09980919e-03
    5.99452360e-05   2.20441252e-05   9.61086480e-05   5.41154295e-04
    4.37540177e-04   8.35895480e-05]
 [  2.50875964e-05   7.57681788e-04   1.51677023e-05   2.74935807e-03
    4.53264453e-03   1.13173341e-03   1.42923068e-06   5.29686399e-02
    7.24612968e-04   9.37093616e-01]
 [  4.05872470e-06   1.89158091e-05   2.61537411e-04   2.84364614e-06
    1.86145116e-04   1.17639087e-04   9.99397993e-01   7.24554710e-08
    7.18282945e-06   3.51869198e-06]
 [  9.99922514e-01   2.51325988e-10   2.31800163e-06   1.76241173e-08
    7.53379234e-11   5.40761939e-05   1.70154726e-05   2.48016629e-08
    4.11134079e-06   9.98946170e-09]
 [  6.36509321e-06   1.41327485e-01   8.39439273e-01   1.83857104e-03
    9.31260456e-06   1.04990195e-05   3.02167555e-05   2.57649203e-03
    1.47555647e-02   6.33124546e-06]
 [  1.43473741e-07   2.91699287e-08   4.67674788e-08   6.80017820e-06
    8.44394435e-07   3.34269748e-06   1.03642173e-09   9.99848127e-01
    2.91198603e-07   1.40448115e-04]
 [  1.19752984e-03   2.69895827e-04   8.51651945e-04   9.26361382e-01
    7.03543119e-05   1.49693601e-02   1.04110341e-05   2.64472706e-04
    3.57036144e-02   2.03013774e-02]
 [  3.91029462e-05   2.38920865e-03   9.94267941e-01   1.84913515e-03
    1.83223312e-06   4.42929668e-05   2.34409781e-05   2.71579829e-05
    1.35266397e-03   5.26326858e-06]
 [  8.18220724e-06   1.29112705e-05   7.58617898e-06   1.94719505e-05
    5.21613720e-06   1.28909332e-05   5.71354484e-08   9.94694650e-01
    8.06134904e-06   5.23098605e-03]
 [  9.89722848e-01   1.53164322e-07   1.91680877e-03   9.08874717e-05
    5.70059547e-06   5.86295733e-03   5.61395900e-05   1.94556400e-04
    9.46949120e-04   1.20303442e-03]
 [  9.99990344e-01   7.94176808e-11   3.76710716e-07   5.45380203e-07
    1.72328991e-11   8.03192506e-06   5.22841255e-08   2.80879874e-07
    1.15618910e-07   3.32190581e-07]
 [  9.97895360e-01   8.90993235e-08   2.25057011e-04   2.09340142e-04
    1.35320915e-05   6.45772670e-04   3.88793938e-04   1.30924775e-04
    7.51674233e-05   4.15746879e-04]
 [  1.85416084e-05   9.93948579e-01   2.63492373e-04   6.91224879e-04
    6.57144701e-04   5.05841337e-04   8.38796899e-04   9.11468815e-05
    2.88499543e-03   1.00345176e-04]
 [  9.63712335e-01   2.34337426e-06   8.95914715e-03   1.94431155e-03
    2.84628777e-06   2.17415262e-02   1.78397404e-05   3.88096465e-04
    2.58026365e-03   6.51305658e-04]
 [  4.14741691e-04   3.88772860e-05   6.96438039e-03   1.88327103e-04
    5.34701903e-05   1.27471765e-04   7.29239837e-05   8.78259743e-05
    9.89207268e-01   2.84471642e-03]
 [  3.51797193e-02   2.74695026e-06   3.25416289e-02   1.16352807e-03
    1.40753000e-05   1.67359109e-03   4.17599734e-03   1.66870625e-04
    9.23308432e-01   1.77334447e-03]
 [  4.26222323e-06   7.69418165e-08   1.32483809e-04   7.63635839e-08
    5.49305805e-05   8.64061406e-07   9.99805748e-01   2.84601391e-08
    8.40975360e-07   7.54723033e-07]
 [  5.61610330e-04   8.29223609e-06   1.10656447e-05   1.01083760e-05
    1.36372482e-05   2.19038266e-04   9.99088407e-01   6.01676291e-08
    8.67252529e-05   1.10821884e-06]
 [  5.12213192e-05   6.09730341e-06   9.97984767e-01   3.44163884e-04
    2.51015619e-04   8.61047811e-05   8.91573436e-04   4.98696818e-06
    3.09529831e-04   7.03972910e-05]
 [  1.59987540e-05   3.94150149e-04   3.78199597e-03   9.86650109e-01
    1.63508628e-06   3.96791147e-03   3.17495724e-05   1.04406429e-03
    2.93075317e-03   1.18143205e-03]
 [  6.52734752e-06   8.92401324e-04   5.50150275e-02   1.75159164e-02
    1.30135390e-06   1.86141381e-06   7.39296580e-09   9.24065471e-01
    3.30865936e-04   2.17066752e-03]
 [  9.39835049e-03   1.78469709e-05   5.22420683e-04   5.28083532e-04
    8.23252499e-01   2.99102534e-03   7.26370126e-05   6.34784177e-02
    5.91629185e-04   9.91472304e-02]
 [  3.75802279e-04   1.07383670e-03   2.45583564e-01   9.71893780e-04
    6.81130507e-04   6.03649430e-02   1.08687207e-02   1.82606454e-04
    6.78832710e-01   1.06476597e-03]
 [  3.00735817e-04   9.96959925e-01   5.66484116e-04   1.70611034e-04
    1.22401601e-04   3.00700121e-05   7.68125392e-05   1.19020769e-04
    1.63380289e-03   2.02558567e-05]
 [  3.36335582e-09   2.56682915e-06   9.99831915e-01   1.63148099e-04
    2.50674326e-09   8.05762834e-09   3.79031952e-08   1.87195815e-06
    3.21997163e-07   1.15394104e-10]
 [  4.13098132e-05   9.92733240e-01   3.67916400e-05   1.92823485e-04
    7.20402633e-04   2.67569649e-05   5.46998126e-06   1.26605888e-03
    4.23868792e-03   7.38593750e-04]
 [  1.84624241e-05   9.97948468e-01   4.48849198e-04   4.22300101e-04
    3.56304481e-05   3.54062140e-05   5.33330531e-05   5.75416081e-04
    3.93060705e-04   6.89953886e-05]
 [  2.98836036e-03   3.15551406e-05   6.38281228e-04   1.64541677e-02
    2.53132293e-05   1.21561572e-01   2.95166246e-05   1.51203014e-04
    8.57981980e-01   1.38116142e-04]
 [  6.12707107e-10   8.42267855e-09   4.28645457e-08   1.67105700e-05
    2.27954189e-09   4.41081198e-08   1.27906615e-12   9.99970198e-01
    5.97439964e-08   1.28419697e-05]
 [  1.98728571e-06   2.91933247e-06   1.16737727e-04   8.11183611e-07
    9.98708963e-01   1.74972706e-06   1.19233897e-04   1.82403048e-04
    1.61799864e-04   7.03388476e-04]
 [  1.09138655e-05   3.89040018e-08   1.33682743e-05   6.30041177e-05
    1.66606782e-07   9.95584190e-01   2.84608923e-05   1.08004861e-09
    4.29836661e-03   1.49225843e-06]
 [  1.40448683e-03   3.95303621e-04   8.33358732e-04   1.06749556e-03
    3.29217903e-04   9.52082872e-01   9.20521677e-04   7.48775376e-04
    4.19971719e-02   2.20883361e-04]
 [  9.98651087e-01   3.92111010e-09   3.82747385e-05   7.51511706e-08
    1.34815925e-09   9.52362956e-04   3.58034536e-04   1.27330646e-09
    1.22485048e-07   1.05131477e-08]
 [  8.60423552e-06   4.80127049e-08   7.89453509e-07   9.70320457e-07
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    3.23276123e-04   1.33091539e-01]
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    1.46679042e-04   5.39999502e-03]
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    4.40279394e-03   6.01131190e-03]
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    6.68322318e-04   2.10625494e-05]
 [  1.81738360e-04   1.31646505e-06   8.14006780e-04   1.84060575e-03
    6.49486249e-03   1.56821427e-03   8.79783966e-06   1.91386435e-02
    3.61730601e-03   9.66334522e-01]
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    5.81220547e-06   1.86207183e-06   2.43990304e-04   4.49585013e-06
    2.35359897e-04   8.58002168e-05]
 [  3.77801996e-07   4.01970084e-08   5.01844170e-07   2.71831777e-06
    1.56384101e-03   9.75740477e-06   1.05002664e-08   9.45258047e-03
    4.78406855e-06   9.88965392e-01]
 [  1.74908992e-03   1.02513447e-01   7.25918543e-03   3.09279398e-03
    2.65967008e-03   1.46878008e-02   8.36842597e-01   3.43667525e-05
    3.09938490e-02   1.67343358e-04]
 [  6.09041378e-03   1.48252636e-01   9.04592052e-02   2.71736551e-02
    1.67225059e-02   1.93074159e-02   1.48181925e-02   2.24632006e-02
    6.20168507e-01   3.45442146e-02]
 [  2.05029005e-06   1.10503944e-08   1.86291274e-07   6.82563405e-05
    8.40394819e-07   6.44499642e-06   2.47170701e-10   9.99715030e-01
    1.48270829e-06   2.05679404e-04]]
INFO:tensorflow:global_step/sec: 161.524
INFO:tensorflow:loss = 0.292425, step = 14001
INFO:tensorflow:probabilities = [[  4.15562567e-07   6.79037475e-05   6.75558811e-04   9.97288942e-01
    3.12686257e-06   8.85309651e-04   4.12653151e-07   2.92045502e-06
    1.02572341e-03   4.96451466e-05]
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    3.59000223e-05   9.97496903e-01]
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    6.64288518e-06   1.71168012e-05]
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    6.66112028e-05   9.65540484e-03]
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    2.52300083e-07   8.11529113e-04]
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    2.22174276e-04   2.14843123e-04]
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    4.45582857e-03   4.61576637e-05]
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    3.33498610e-05   7.59054255e-03]
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    1.15528367e-02   1.22875966e-01]
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    1.01996437e-01   2.93121627e-03]
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 [  1.29534819e-04   2.14539273e-06   8.78295396e-05   4.47875973e-05
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    5.10388927e-04   9.91566241e-01]
 [  6.44388419e-05   8.95903781e-02   7.79870808e-01   5.61344549e-02
    2.69217970e-04   2.39321438e-04   2.66623800e-04   6.76974058e-02
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    6.23341138e-03   5.35185973e-04]
 [  1.18387934e-05   4.48087521e-04   9.86968577e-01   4.06196108e-03
    5.01387658e-05   2.09646478e-05   1.84029841e-03   6.48618722e-03
    1.09148510e-04   2.97362953e-06]
 [  2.52536661e-03   1.41152029e-03   1.23188924e-02   4.46910184e-04
    2.20290342e-04   1.56049631e-04   6.74898271e-04   1.37247727e-04
    9.81717050e-01   3.91769368e-04]
 [  5.90339303e-04   3.77008878e-02   3.84774175e-03   1.10122589e-02
    1.62119977e-05   1.11638603e-03   1.69581472e-04   2.63975048e-03
    9.39518332e-01   3.38848354e-03]
 [  9.99982357e-01   8.56555174e-11   1.69252587e-07   5.95614260e-08
    7.40103256e-10   1.68010902e-05   4.65935585e-07   8.59467431e-09
    1.00336038e-07   1.19912116e-07]
 [  2.01630965e-03   9.72003937e-01   2.42111064e-03   2.06604204e-03
    1.20298902e-03   2.08780565e-03   4.08627558e-03   1.28678430e-03
    1.13366144e-02   1.49233860e-03]
 [  4.33371461e-05   9.63807979e-04   1.57467858e-03   3.37097183e-04
    8.66833434e-05   4.51842556e-04   1.53905657e-05   4.69651975e-04
    9.95625377e-01   4.32160537e-04]]
INFO:tensorflow:probabilities = [[  4.27003442e-06   9.37858886e-07   1.13962858e-03   1.44891374e-06
    1.54488400e-04   7.14102498e-06   9.98676240e-01   3.12463015e-07
    1.31525931e-05   2.32778712e-06]
 [  7.49645624e-05   9.38721716e-01   1.27468980e-03   1.17685329e-02
    6.06455421e-03   5.64134716e-05   3.06243717e-04   3.63345481e-02
    4.60542040e-03   7.92861509e-04]
 [  2.19357935e-05   9.70968306e-01   4.24885628e-04   1.27662590e-03
    4.25320031e-04   9.23851530e-06   2.02527863e-05   2.63671037e-02
    1.40303091e-04   3.45885463e-04]
 [  4.81072129e-05   7.10245367e-05   9.96942699e-01   1.14601885e-03
    3.25630936e-06   1.39459098e-05   3.84324259e-04   3.24588399e-07
    1.39029394e-03   1.22154745e-07]
 [  1.26953773e-05   8.95167686e-05   7.74319749e-04   9.84986067e-01
    5.32592253e-07   1.35118915e-02   1.11793241e-04   1.58200237e-05
    4.94709006e-04   2.55368218e-06]
 [  2.22751769e-05   9.97335613e-01   3.67823784e-04   3.43008549e-04
    9.17768266e-05   4.36399523e-06   8.48643031e-05   1.44003122e-03
    1.58842973e-04   1.51378772e-04]
 [  1.60729960e-05   5.68949554e-06   1.65876292e-04   1.12180105e-05
    1.44738791e-04   1.66464044e-04   9.97225940e-01   3.30605417e-07
    2.26207264e-03   1.57267323e-06]
 [  4.51442338e-06   1.50249916e-05   9.99859095e-01   9.79518954e-05
    1.56602675e-06   6.29245704e-08   7.20624485e-06   6.45477698e-08
    1.44804580e-05   5.11608285e-08]
 [  3.46970442e-03   6.59089163e-03   6.16597477e-04   2.66608014e-03
    1.01046562e-02   1.64159033e-02   9.08885419e-01   7.35890353e-05
    4.97857258e-02   1.39155099e-03]
 [  6.93939273e-06   6.83619073e-05   9.99678254e-01   1.94198205e-04
    2.29277271e-06   2.47006119e-06   1.08107415e-05   3.40898350e-06
    3.28896094e-05   2.91156624e-07]
 [  4.49055847e-07   7.49063645e-07   2.72849945e-07   9.78617845e-06
    1.98729026e-06   3.06776343e-07   1.12487339e-10   9.99816716e-01
    1.02901085e-05   1.59485717e-04]
 [  1.78065573e-04   4.70094904e-02   2.91141048e-02   8.02480578e-01
    2.06628538e-05   1.75267152e-04   1.92325497e-05   2.76814710e-04
    1.20099515e-01   6.26206456e-04]
 [  4.07701795e-04   1.84725559e-06   2.29538709e-04   1.00684585e-03
    8.46960120e-08   1.07654009e-03   5.37333244e-06   6.91510365e-07
    9.97193933e-01   7.73951324e-05]
 [  4.64921868e-06   5.41547161e-05   9.97654915e-01   2.27988465e-03
    4.78245781e-08   1.31733009e-06   5.16999251e-07   6.59369903e-07
    3.58944249e-06   3.59844108e-07]
 [  6.08013826e-04   3.76022272e-02   6.63729459e-02   2.23949254e-02
    2.83964939e-04   8.31208963e-05   2.64374994e-05   8.53295922e-01
    2.32208474e-03   1.70103125e-02]
 [  2.31520801e-07   7.99897607e-05   1.94612167e-05   3.60506994e-04
    4.44314594e-07   1.37642382e-05   6.61814936e-10   9.98914242e-01
    1.46395805e-05   5.96706173e-04]
 [  3.68177461e-06   6.64254503e-06   9.96439397e-01   3.54280230e-03
    9.70268488e-09   6.19528009e-07   4.22128977e-07   2.57697508e-07
    6.21272466e-06   4.95844787e-08]
 [  5.68432879e-05   8.05694261e-04   9.93371964e-01   1.03018282e-03
    8.21547990e-04   1.05599511e-05   2.24817987e-03   1.44236989e-03
    1.02022779e-04   1.10613582e-04]
 [  2.65383778e-06   2.60869929e-05   7.07486093e-01   4.09687078e-03
    8.47976906e-08   1.43223151e-05   2.69017079e-07   2.88364857e-01
    4.06804020e-06   4.69763609e-06]
 [  8.23449318e-06   1.51718837e-06   4.06459767e-05   2.04332679e-07
    1.43696647e-03   1.75497975e-04   9.98291910e-01   3.48146216e-07
    4.22244011e-05   2.35896982e-06]
 [  5.51211531e-04   2.43484788e-03   1.04728038e-03   7.51799811e-03
    1.77254118e-02   1.03015441e-03   1.52983393e-05   2.74452418e-01
    2.66160094e-03   6.92563772e-01]
 [  2.50806287e-03   3.07308650e-03   1.00060478e-02   1.73362088e-03
    1.39964381e-02   2.40162201e-03   1.24872502e-04   7.36393809e-01
    5.12024574e-03   2.24642247e-01]
 [  3.82207199e-09   1.64729570e-07   9.99984503e-01   1.29931732e-05
    4.31181121e-07   1.14912337e-08   1.37720815e-06   4.98219599e-08
    4.29395669e-07   1.38363250e-08]
 [  9.96456802e-01   4.11095797e-08   1.60025695e-06   2.87721323e-05
    5.25069709e-07   3.45507707e-03   1.37675497e-05   2.62716585e-05
    1.66077534e-05   7.04525803e-07]
 [  8.11874088e-07   2.57934812e-06   8.79389404e-07   3.51446623e-04
    8.80775332e-01   3.83128587e-04   2.71481872e-06   1.84976049e-02
    1.08634285e-03   9.88992602e-02]
 [  3.78500520e-09   1.55410021e-06   4.17091996e-06   9.99924660e-01
    1.36265693e-10   4.82153882e-06   4.76570606e-12   5.45591538e-05
    4.09698896e-06   6.23026517e-06]
 [  1.85125377e-02   1.88713148e-05   1.00274757e-03   4.81647803e-05
    3.03246849e-03   1.16007333e-03   9.75858450e-01   1.12666268e-04
    7.70788174e-05   1.76944217e-04]
 [  5.99532250e-05   2.13349966e-04   1.54649792e-03   5.83947124e-03
    1.94568463e-04   1.27028208e-03   1.40086486e-05   9.71466124e-01
    1.49945542e-03   1.78962350e-02]
 [  1.97536792e-05   2.08441656e-06   4.93390098e-06   7.63194930e-06
    2.01204047e-02   2.34843974e-05   1.40781742e-06   3.18340654e-03
    1.81129132e-03   9.74825561e-01]
 [  3.06481596e-08   1.91570084e-08   3.59806762e-07   2.93251401e-06
    8.28623214e-08   2.04043386e-06   5.13682109e-12   9.99893427e-01
    1.43321074e-07   1.00971243e-04]
 [  3.04105633e-05   2.49946570e-05   8.35718878e-04   6.25898610e-05
    1.44137314e-03   1.34547427e-03   9.86449420e-01   2.26846538e-07
    9.75896418e-03   5.07425248e-05]
 [  6.14474193e-05   7.59075522e-01   2.71020755e-02   2.43849270e-02
    4.77955341e-02   5.37463129e-02   2.58516846e-03   1.83808375e-02
    5.49066812e-02   1.19616017e-02]
 [  1.72654518e-06   3.36777148e-08   2.38994971e-07   2.24494361e-04
    1.03676371e-06   1.66951003e-03   1.77364767e-09   9.97282863e-01
    1.68517272e-05   8.03206873e-04]
 [  4.18990612e-06   1.34057133e-04   9.26267684e-01   1.41146164e-02
    5.92101887e-02   2.71184163e-05   1.46337825e-05   1.11342536e-06
    1.37355546e-05   2.12619445e-04]
 [  2.63569964e-05   1.43388261e-05   1.15011241e-02   7.94999723e-05
    9.68442917e-01   3.00191040e-03   9.03116353e-03   1.72054672e-04
    2.12357059e-04   7.51844840e-03]
 [  2.20996435e-06   1.54641580e-08   6.91226433e-06   1.53547153e-05
    2.22086255e-03   3.48953654e-05   1.37684964e-07   3.53759993e-03
    1.47166968e-04   9.94034827e-01]
 [  3.40992352e-04   7.89624028e-05   3.40945879e-03   3.50241736e-02
    1.61078663e-06   6.95071998e-04   5.77156379e-06   2.04615590e-05
    9.58858252e-01   1.56514521e-03]
 [  2.08934260e-04   1.73308759e-03   4.07943808e-05   4.73023904e-03
    4.20090854e-02   1.41436933e-03   1.87417609e-05   1.49222286e-02
    3.63504310e-04   9.34558988e-01]
 [  8.03911405e-07   6.84740229e-08   3.08840390e-06   2.73367391e-07
    9.99151111e-01   2.46918469e-04   5.42275257e-06   9.31843315e-05
    2.88437241e-06   4.96242370e-04]
 [  9.91263390e-01   1.63117613e-06   3.10986349e-03   1.18544915e-04
    1.82466192e-05   3.23983352e-03   5.96927748e-05   8.36082152e-04
    9.58992227e-04   3.93827941e-04]
 [  4.58665105e-04   7.77990954e-06   3.49654038e-05   3.41851497e-04
    7.36896694e-03   5.35079604e-03   5.67224970e-06   1.00749638e-02
    7.89476186e-03   9.68461573e-01]
 [  2.49893666e-04   9.28125868e-04   4.31659777e-04   1.21600227e-02
    2.31206673e-03   1.91284169e-03   3.63994513e-06   6.48462713e-01
    8.55489969e-02   2.47990131e-01]
 [  8.42121395e-09   3.25793299e-05   9.99929786e-01   2.92717459e-06
    6.93322519e-08   1.87763163e-07   9.75184412e-06   1.17536270e-09
    2.45556075e-05   2.95001162e-10]
 [  9.99160886e-01   1.78689021e-07   7.25471327e-05   3.04011428e-06
    5.66801191e-07   5.08834608e-04   1.85857964e-04   4.77239655e-06
    3.96244286e-05   2.35977059e-05]
 [  5.09766878e-08   5.64862432e-08   4.47391983e-07   4.08283967e-08
    9.97465849e-01   1.66038291e-07   2.37893232e-06   1.19258511e-05
    7.13686131e-06   2.51203030e-03]
 [  9.82792079e-02   1.87558217e-05   3.39075089e-01   5.54940879e-01
    3.18892162e-05   1.30493529e-04   1.37275973e-04   4.04467210e-05
    7.96566193e-04   6.54937001e-03]
 [  2.24865607e-06   1.43496960e-04   4.35803167e-06   3.16634359e-05
    9.78792131e-01   4.86222852e-04   3.51639683e-05   5.64729620e-04
    6.97244657e-04   1.92427412e-02]
 [  9.99926329e-01   2.65249311e-09   6.55347492e-07   4.79284154e-07
    1.67420888e-09   7.07586660e-05   2.47401147e-07   1.63273157e-07
    1.38050609e-06   3.65068473e-08]
 [  3.72046744e-03   1.45016960e-03   1.26898782e-02   7.83740892e-04
    3.44540216e-02   1.85659155e-03   9.29455459e-01   1.00776751e-03
    8.72267783e-03   5.85917337e-03]
 [  9.12925065e-01   3.77290417e-05   6.47932813e-02   1.76036695e-03
    8.92471336e-03   4.68123471e-04   2.35086904e-04   9.26996488e-03
    1.58677314e-04   1.42697874e-03]
 [  9.99821961e-01   4.66291539e-09   1.28095213e-04   2.42503920e-05
    1.29878082e-08   1.70189560e-05   8.77939613e-07   4.10202210e-06
    2.10336879e-07   3.57647582e-06]
 [  1.00142306e-05   5.19019841e-06   2.58017681e-05   2.67402828e-03
    3.38238715e-06   2.63152560e-05   4.10282741e-09   9.90212739e-01
    1.24793360e-05   7.03002838e-03]
 [  8.12915168e-05   9.79362965e-01   3.72277660e-04   3.78330261e-03
    1.49302097e-04   5.53048267e-05   3.21479056e-05   1.41224284e-02
    4.57347458e-04   1.58372964e-03]
 [  1.98282464e-06   9.27802830e-07   3.30126059e-04   2.39005135e-06
    6.84886938e-04   5.53657492e-06   9.98968720e-01   1.82246595e-07
    4.50750940e-06   7.45231148e-07]
 [  2.07650985e-04   4.01468378e-06   1.10708370e-05   3.89103254e-04
    2.07889643e-05   9.96940136e-01   2.05311633e-04   2.83797476e-07
    1.77900901e-03   4.42727120e-04]
 [  1.27240282e-05   9.96914029e-01   2.22401577e-04   1.04100979e-03
    5.02265539e-05   3.65558626e-05   1.83847646e-04   1.13666494e-04
    1.37395866e-03   5.16248474e-05]
 [  3.20156198e-03   1.54964757e-04   1.65270598e-04   4.21629375e-04
    7.55175279e-05   1.29466727e-01   9.57296789e-03   8.48879324e-07
    8.55982065e-01   9.58454621e-04]
 [  6.32818337e-05   1.06547865e-04   9.93720055e-01   2.25281972e-03
    3.16271005e-04   9.49267269e-05   4.80104645e-05   5.87474024e-05
    3.32541671e-03   1.39749191e-05]
 [  1.46484416e-08   1.51504036e-08   1.15800106e-07   9.97505686e-06
    1.08383745e-06   2.06104346e-07   1.49352822e-11   9.99619484e-01
    6.95429151e-07   3.68284993e-04]
 [  2.31220131e-03   5.44630857e-05   1.62166462e-03   9.69166696e-01
    7.43447963e-05   1.45475958e-02   3.03658331e-03   5.91023991e-06
    9.11001489e-03   7.06415740e-05]
 [  1.43893913e-03   1.35076452e-05   9.86108720e-01   9.86538478e-04
    8.35471212e-07   2.37341410e-05   2.35559746e-05   2.90154800e-04
    1.10784192e-02   3.56003620e-05]
 [  9.99945283e-01   1.50894905e-08   1.05553072e-05   8.53382062e-07
    7.23352281e-11   4.27555206e-05   1.91972958e-07   5.25112256e-08
    1.87748881e-07   3.81693166e-09]
 [  4.08079922e-02   1.29355316e-03   7.88437610e-04   2.21817493e-01
    1.20273873e-03   7.24725842e-01   3.35056754e-03   2.83188769e-03
    1.06015278e-03   2.12137215e-03]
 [  9.52037567e-07   8.15024396e-06   1.09872335e-05   3.96580361e-07
    5.02596522e-05   1.94323118e-04   9.99703348e-01   1.10569220e-09
    3.15404468e-05   1.52911763e-08]
 [  7.25608261e-04   1.15632189e-04   1.74160212e-01   9.57453631e-06
    2.42052670e-03   3.37573001e-03   7.94598162e-01   7.29733219e-05
    2.38588918e-02   6.62657840e-04]
 [  2.76635501e-06   2.17778666e-06   3.45091212e-05   2.98119976e-05
    9.95103836e-01   1.02569538e-04   6.71609159e-05   9.46626824e-05
    3.35958495e-04   4.22646897e-03]
 [  9.99477088e-01   1.38890566e-10   3.23930144e-05   1.74039305e-04
    1.78281542e-10   6.60936566e-05   1.81412407e-09   1.26746148e-04
    1.33992091e-06   1.22303842e-04]
 [  5.15418878e-06   2.24434800e-07   3.27437953e-03   1.73164372e-05
    9.92680192e-01   1.86807792e-05   3.06242541e-03   1.73290828e-04
    7.54868524e-05   6.92908885e-04]
 [  7.06171850e-04   9.87472117e-01   2.83836067e-04   7.01501442e-04
    1.84771058e-03   2.27960394e-04   1.39478629e-03   6.10610936e-04
    6.52164035e-03   2.33654035e-04]
 [  4.96951034e-05   9.98875201e-01   2.41230693e-04   9.22019026e-05
    2.58119253e-04   3.82366807e-06   1.73823893e-04   1.23287580e-04
    1.81154814e-04   1.56768192e-06]
 [  7.87796918e-04   3.11516109e-04   9.66124935e-05   6.35720510e-03
    1.61334701e-05   4.87877941e-03   4.90582579e-06   2.38912398e-04
    9.80764925e-01   6.54316647e-03]
 [  1.94541353e-05   5.71553355e-05   1.09378716e-05   5.00306596e-05
    9.92595971e-01   4.24172875e-04   6.91045643e-05   2.00307765e-03
    2.87237955e-04   4.48283833e-03]
 [  1.90682840e-04   2.30430043e-04   1.33091991e-03   1.29539112e-03
    9.09592509e-01   5.62790222e-03   1.27074029e-02   5.42004853e-02
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    1.36777555e-06   1.73726651e-08]
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    7.01689260e-07   4.51266787e-05   5.24685584e-09   2.54344777e-05
    1.96919078e-03   6.29358692e-05]
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    1.97153892e-02   8.06053162e-01   4.33428213e-05   2.45205034e-02
    2.47044046e-03   1.34743243e-01]
 [  2.69319140e-03   1.47388209e-05   2.03618151e-03   1.32813202e-02
    1.38627598e-03   1.52478153e-02   3.99010140e-04   4.01527795e-05
    9.63908136e-01   9.93139227e-04]
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    3.43884192e-02   1.10106477e-04   4.16700670e-04   3.11796442e-02
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    2.84041365e-04   1.53223256e-04   9.98432100e-01   3.29571151e-07
    3.63512918e-05   7.47697470e-07]
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    1.04394816e-01   1.71392236e-03   7.47122272e-07   3.49661801e-04
    3.63195501e-03   8.88551652e-01]
 [  3.36169003e-04   9.97679174e-01   4.37015959e-04   4.17481642e-05
    1.90834588e-04   2.29617654e-05   1.31760724e-04   3.84453626e-04
    7.23441364e-04   5.23171620e-05]
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    1.57856673e-03   6.20179489e-05   1.08285015e-07   6.41089022e-01
    2.63096590e-05   3.57193440e-01]
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    4.44269972e-06   5.06482479e-07   3.00839270e-06   1.68210829e-06
    1.24092665e-04   2.57145075e-06]
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    1.55392979e-06   9.97911751e-01   2.13046114e-05   1.80536688e-06
    1.38314223e-04   1.16230849e-05]
 [  3.36004268e-05   2.01706018e-04   9.89881694e-01   2.52219476e-03
    1.78263837e-03   2.15403961e-05   2.24361036e-04   1.94755805e-04
    4.72350139e-03   4.13967820e-04]
 [  8.06297685e-05   5.40221925e-04   8.85762740e-04   5.05240913e-03
    2.38975597e-04   7.53298285e-04   1.79424001e-06   9.86736715e-01
    1.22987476e-04   5.58713637e-03]
 [  1.19762039e-02   1.26071274e-04   4.70114843e-04   7.55864056e-03
    7.46070873e-04   9.69536722e-01   1.26590417e-03   3.87672277e-04
    6.33953093e-03   1.59317732e-03]
 [  1.11671239e-02   6.40293816e-03   8.10009092e-02   3.35028907e-03
    3.65601152e-01   4.58766460e-01   1.89721528e-02   1.55363884e-02
    1.33027183e-02   2.58999746e-02]
 [  9.74478462e-06   9.88474965e-01   6.34403375e-04   7.62357563e-03
    2.27163138e-04   1.52875626e-04   1.27543099e-04   2.21247756e-04
    1.95730897e-03   5.71044569e-04]
 [  9.89733040e-01   9.51977927e-06   3.29814386e-04   4.67108068e-04
    1.96507608e-04   4.34302958e-04   6.10913266e-05   3.35754268e-03
    1.03084696e-03   4.38014930e-03]
 [  9.95137513e-01   5.34721437e-07   7.61657648e-05   8.55249702e-04
    4.69518727e-06   3.66039993e-03   2.00781491e-04   3.27547386e-05
    2.21794144e-05   9.62156810e-06]
 [  3.75743513e-03   1.49582149e-04   4.31686960e-04   6.05374298e-05
    6.77705430e-06   1.47893536e-03   3.02738207e-03   7.29046803e-07
    9.91072714e-01   1.41352666e-05]
 [  2.42877775e-03   4.37628569e-06   4.62525350e-04   1.38904899e-04
    5.49504193e-06   1.44625478e-03   8.50014749e-06   2.46071629e-03
    9.80107069e-01   1.29373763e-02]]
INFO:tensorflow:global_step/sec: 161.548
INFO:tensorflow:loss = 0.197289, step = 14101
INFO:tensorflow:probabilities = [[  8.63896370e-01   1.10958426e-04   2.44864114e-02   1.33785594e-03
    1.64722675e-03   5.19422442e-03   1.01952039e-01   2.34444902e-04
    4.87012905e-04   6.53487339e-04]
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    3.13470809e-04   3.30138439e-03   9.95414734e-01   2.70841042e-07
    3.56430683e-05   2.67744508e-06]
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    2.80546112e-04   1.62563156e-04   9.98869956e-01   3.34722313e-06
    1.58272887e-04   4.60862020e-06]
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    9.87564743e-01   1.59077113e-04   6.18315826e-05   5.66066196e-03
    2.69078691e-06   5.56491408e-03]
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    3.14680889e-04   9.03980819e-08]
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    2.79655382e-02   2.02661631e-05]
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    2.78187613e-03   6.43423721e-02]
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    7.90640024e-06   6.40195271e-04   1.64549795e-06   6.25726943e-06
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    9.34992969e-01   5.68792238e-05]
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    6.66224863e-03   2.83296267e-03]
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    8.44348874e-03   2.37628069e-06]
 [  1.26584127e-05   9.64408100e-01   2.53266958e-03   5.22878719e-03
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    2.24426854e-02   1.30052198e-04]
 [  3.99509117e-05   3.96318646e-04   7.81588815e-03   9.49598730e-01
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    4.02524276e-03   3.15866843e-02]
 [  2.19597248e-03   9.24547911e-01   8.96801427e-03   2.09706016e-02
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    1.32386740e-02   8.64379667e-03]
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    1.94957026e-03   2.58447463e-03]
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    8.52612495e-01   7.11240806e-04]
 [  2.88302817e-06   1.18479984e-05   5.30550060e-05   3.07329377e-04
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    3.22431177e-02   4.63503879e-04]
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    1.29248656e-04   3.24761254e-06]
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    4.61206306e-03   7.31853288e-06]
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    1.94190466e-03   7.26272629e-05]
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    2.64163641e-03   1.82575695e-05]
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    1.08516472e-03   9.30961892e-02]
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    3.66226304e-04   5.43187798e-06]
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    1.03894316e-04   9.11923219e-03]
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    1.29654037e-03   9.08861330e-06]
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    9.63364899e-01   1.90930325e-03]
 [  8.07264075e-02   4.28250153e-03   3.70033691e-03   2.54492578e-03
    1.29863601e-02   9.23337564e-02   5.57350039e-01   2.67448249e-05
    2.41056994e-01   4.99184756e-03]
 [  1.50945016e-05   7.97733373e-05   1.27554027e-04   2.07081251e-03
    2.39759311e-03   6.89172302e-04   2.04422167e-06   1.67118832e-02
    5.82804612e-04   9.77323294e-01]
 [  3.49697511e-05   3.20689069e-05   7.16394934e-05   9.59333837e-01
    2.53216276e-05   1.82079040e-02   2.17658999e-06   1.07983986e-04
    9.84929851e-04   2.11991854e-02]
 [  9.40652535e-05   9.96406138e-01   9.19095997e-04   5.78514824e-04
    1.82970307e-05   5.89456540e-05   8.07386750e-05   4.69439488e-04
    1.34861364e-03   2.61201567e-05]
 [  9.98263061e-01   6.77038425e-09   9.95331138e-05   8.02714840e-06
    1.01566609e-10   1.62051909e-03   1.78255135e-08   5.21563663e-07
    2.28255249e-06   6.13470411e-06]
 [  1.54868874e-03   1.18215615e-02   1.98262651e-02   7.93632586e-03
    1.03202015e-02   5.26203662e-02   1.01006944e-02   4.81212133e-04
    8.47819209e-01   3.75255533e-02]
 [  1.01583673e-05   3.63891490e-06   2.39932720e-04   9.61658884e-07
    9.99224663e-01   9.38105131e-06   4.12327587e-04   2.08742931e-05
    1.90850051e-06   7.61305346e-05]
 [  1.05072139e-03   2.05857102e-02   2.87528653e-02   6.50040340e-03
    3.33609339e-03   5.86610404e-04   1.25289167e-04   8.52901697e-01
    1.25834197e-02   7.35771358e-02]
 [  4.81120963e-03   1.61658466e-01   1.07222334e-01   4.78760805e-03
    7.39287585e-04   4.66448031e-02   6.65569603e-01   2.16946009e-05
    8.52245465e-03   2.25584263e-05]
 [  1.79717499e-05   1.46461837e-03   1.90631906e-03   1.24776934e-03
    4.21321805e-04   1.67803359e-04   8.45728664e-06   9.56291676e-01
    8.04402458e-04   3.76696289e-02]
 [  2.92293931e-04   2.95116712e-04   1.49215548e-03   2.59024619e-05
    2.32839538e-03   5.52336860e-04   9.92322922e-01   1.06787811e-04
    2.48460239e-03   9.93746144e-05]
 [  2.47758348e-03   3.18360180e-05   7.48555083e-03   2.23589173e-04
    3.93781275e-01   2.73911777e-04   1.88300083e-03   1.87826343e-02
    4.52231523e-03   5.70538342e-01]
 [  6.01434819e-02   5.87974500e-04   7.58475736e-02   7.17240479e-03
    3.63168836e-01   6.98486948e-03   3.43669534e-01   9.10086278e-03
    4.84524667e-02   8.48720148e-02]
 [  9.54764573e-07   9.98654485e-01   8.68351199e-05   2.65382667e-04
    1.80194857e-05   2.59130647e-05   3.99663841e-05   1.08780014e-05
    8.72176839e-04   2.54867118e-05]
 [  9.99934316e-01   1.76460813e-09   4.58736486e-06   5.65776929e-07
    4.36140929e-10   5.76837992e-05   1.00606592e-07   7.96470715e-07
    1.72705904e-06   1.83985776e-07]
 [  2.80885786e-07   1.14025926e-08   2.10556351e-07   3.01708496e-05
    4.58640095e-08   2.05489937e-06   2.78081419e-10   9.99914050e-01
    1.12994849e-06   5.20591093e-05]
 [  9.99994874e-01   1.75085554e-12   3.62041283e-06   9.99309236e-07
    2.63295791e-11   5.03050046e-07   3.09158188e-09   9.67049516e-08
    2.42992670e-09   5.19433243e-08]
 [  2.12253537e-04   9.85571384e-01   1.99418957e-03   2.36520637e-03
    1.20125455e-03   6.61537691e-04   3.50142573e-03   9.10705421e-04
    2.67580361e-03   9.06368485e-04]
 [  1.82462209e-05   6.51203620e-04   1.65720179e-04   8.03048970e-05
    3.46392949e-06   9.95675743e-01   1.35200447e-03   4.17502036e-07
    2.05264846e-03   7.72787345e-08]
 [  7.03011892e-06   3.98270646e-03   3.22830398e-04   9.81132448e-01
    4.26577055e-04   4.56419308e-03   2.46133441e-05   7.54224166e-05
    2.43738596e-03   7.02681858e-03]
 [  2.39433459e-04   9.28649024e-06   7.25130260e-01   2.97468691e-03
    4.91387709e-06   2.21958926e-05   2.40419951e-07   2.14929938e-01
    5.85068390e-03   5.08383140e-02]
 [  8.31992747e-06   7.60045715e-09   1.98895418e-06   7.81771996e-06
    2.72780908e-05   5.93581399e-06   9.49916257e-10   6.37459517e-01
    3.96497417e-05   3.62449437e-01]
 [  1.06802664e-03   9.24954772e-01   9.05900821e-03   3.58580612e-02
    4.50466527e-03   1.64243532e-03   4.11718705e-04   1.03990445e-02
    1.12411166e-02   8.61132750e-04]
 [  4.15358909e-06   2.27866549e-04   1.46188777e-05   3.46855284e-03
    9.73707822e-04   1.18752457e-02   2.88488650e-07   4.54597622e-02
    1.11710490e-03   9.36858654e-01]
 [  3.91302892e-05   9.94217634e-01   1.91657440e-04   5.07113815e-04
    3.13402386e-04   8.93155404e-04   2.70832737e-04   1.72817803e-04
    3.22903413e-03   1.65191159e-04]
 [  9.28024482e-03   2.66457363e-07   1.40449280e-04   3.29812283e-05
    2.39991373e-03   7.76794550e-05   2.93755165e-05   1.92789957e-01
    4.48040402e-04   7.94801056e-01]
 [  1.90974388e-05   3.54264223e-04   1.07885768e-04   2.88086617e-03
    1.29704531e-02   2.28039757e-03   1.46878710e-05   8.79275147e-03
    1.32093928e-03   9.71258700e-01]
 [  9.99916196e-01   4.53248689e-11   2.79688834e-07   2.60957620e-07
    5.92099807e-12   8.33298327e-05   1.46584069e-08   1.96790477e-08
    5.91074247e-08   4.13768619e-09]
 [  1.79225758e-01   1.24158061e-04   3.64891766e-03   1.74896757e-03
    1.94080616e-03   6.56951498e-03   4.70744632e-03   2.03954941e-03
    7.57419348e-01   4.25755717e-02]
 [  1.74418592e-03   1.51172295e-04   3.60025279e-03   2.60927618e-01
    1.73766250e-06   7.31862843e-01   3.22585634e-04   5.30395555e-05
    1.24250771e-03   9.40564205e-05]
 [  1.47694971e-06   2.07103600e-04   9.98222768e-01   5.42061927e-04
    5.61217303e-06   8.53490747e-06   1.13692413e-05   6.20144565e-05
    9.32661991e-04   6.31593230e-06]
 [  2.26304634e-03   5.20773028e-05   3.04225017e-04   6.45958644e-04
    5.66733419e-04   8.59143585e-03   9.85104263e-01   1.17316222e-05
    2.38317810e-03   7.72597923e-05]
 [  1.75736583e-04   9.81831789e-01   9.75286064e-04   1.01972860e-03
    4.45023965e-04   5.25561161e-04   1.05723587e-03   1.16641039e-03
    1.23389876e-02   4.64325480e-04]
 [  9.99984264e-01   3.94611233e-09   7.39733559e-06   9.44572989e-08
    6.98331748e-09   5.29143881e-06   2.34938784e-06   1.19143934e-07
    1.69466261e-07   3.32760919e-07]
 [  6.64753243e-05   9.46486890e-01   8.58827843e-04   1.03050014e-02
    6.91496767e-04   7.77220484e-05   2.92188215e-05   3.89503725e-02
    1.28905720e-03   1.24486093e-03]
 [  2.51373928e-03   3.39384278e-04   2.25646561e-03   3.19166869e-01
    2.66386905e-05   6.29720867e-01   4.96367982e-04   3.94041045e-03
    2.25365479e-02   1.90027431e-02]
 [  1.23260989e-07   2.85753231e-06   9.99564707e-01   4.28239902e-04
    9.77938370e-08   1.96765484e-07   4.34396412e-08   2.51400525e-06
    9.49785488e-07   2.83315558e-07]
 [  1.67482896e-04   9.96555924e-01   1.02569145e-04   9.08789443e-05
    3.52277304e-04   2.71255030e-05   1.75958921e-05   2.23816372e-03
    3.00282147e-04   1.47740284e-04]
 [  3.90493869e-06   6.42323494e-06   3.01461660e-05   2.90751399e-04
    1.69183863e-07   9.99530554e-01   3.36825433e-05   1.51584789e-08
    1.03959595e-04   4.52448688e-07]
 [  2.23752486e-05   7.29054545e-06   9.61087790e-05   3.32947138e-06
    9.97387111e-01   5.99636696e-05   6.10387069e-04   4.47711995e-04
    3.68167763e-04   9.97470343e-04]
 [  9.74855266e-06   5.33513317e-04   1.07133510e-05   1.61421415e-03
    3.84739116e-02   2.95860134e-03   1.22387873e-05   1.92734879e-03
    7.23095320e-04   9.53736663e-01]
 [  7.31143057e-02   6.16988493e-03   6.59445766e-03   3.66682075e-02
    2.00542505e-04   1.55390874e-01   2.77706645e-02   5.24694333e-04
    6.92251205e-01   1.31520233e-03]
 [  1.12433534e-03   3.36957374e-03   3.07168365e-02   7.71450341e-01
    3.56471610e-05   5.68838716e-02   8.16642074e-04   4.43370709e-06
    1.35572448e-01   2.58758555e-05]
 [  1.07305078e-03   9.10074814e-05   2.34072506e-02   2.15031598e-02
    3.39540893e-05   2.60382779e-02   1.35644777e-05   4.26515192e-03
    8.80647600e-01   4.29270007e-02]
 [  1.79036961e-05   1.66430618e-04   1.21419353e-03   1.10934059e-04
    3.28981077e-05   1.02882252e-04   9.98300493e-01   1.44391930e-08
    5.41073932e-05   1.25611081e-07]
 [  9.99733865e-01   1.46014023e-09   1.65261386e-04   3.29375808e-07
    5.77575987e-09   7.22720360e-05   2.61215282e-05   1.13972112e-06
    6.94515379e-08   8.61289323e-07]
 [  1.13568365e-06   8.37173530e-08   2.97290622e-04   1.33205860e-04
    3.66155604e-08   2.42380509e-07   1.19886448e-10   9.99015093e-01
    2.98421446e-06   5.49993827e-04]
 [  2.28934096e-06   8.84510882e-06   1.11487275e-02   5.47701085e-04
    5.15678494e-07   2.51345278e-04   2.70797415e-07   2.40130771e-06
    9.88026381e-01   1.14942904e-05]
 [  8.72486416e-05   9.97262716e-01   1.71201385e-03   2.64962291e-04
    1.95018092e-05   2.78228781e-05   5.97537219e-05   2.63746260e-05
    5.33691898e-04   5.84822783e-06]]
INFO:tensorflow:probabilities = [[  3.96451583e-08   2.02072641e-07   4.12643516e-07   6.15700492e-06
    9.99027610e-01   1.14344084e-05   7.46343721e-06   3.34991023e-06
    8.24582821e-06   9.35170043e-04]
 [  3.29191898e-05   7.50937579e-06   4.67272103e-03   9.83358443e-01
    1.47137041e-06   2.74327118e-03   1.19121296e-07   9.56524527e-05
    3.80333210e-03   5.28435595e-03]
 [  9.89452843e-03   2.96645239e-03   2.18749489e-03   6.33906573e-02
    6.17023977e-03   4.14987087e-01   4.32569265e-01   4.51770611e-05
    6.71216398e-02   6.67452521e-04]
 [  1.03876891e-06   1.42760985e-08   4.48359751e-05   8.47689880e-05
    2.74071454e-06   1.12888677e-06   9.22773857e-09   9.99368012e-01
    1.07550979e-04   3.89938301e-04]
 [  3.34722019e-04   8.30746489e-04   2.71385088e-05   2.77047046e-03
    4.36269729e-05   9.94962096e-01   1.26559607e-04   9.25223649e-05
    4.84803546e-04   3.27301561e-04]
 [  8.92746466e-05   3.04283749e-04   1.87850877e-04   4.19161422e-03
    3.46188173e-02   2.01248704e-03   8.37639800e-06   7.14070257e-03
    1.80983264e-02   9.33348298e-01]
 [  3.00702581e-04   7.07028521e-05   1.82297674e-03   3.52536044e-05
    9.64953184e-01   2.79521500e-03   2.41145701e-03   3.76604986e-03
    6.57604821e-03   1.72684882e-02]
 [  2.88018316e-01   1.22639268e-08   2.72509897e-06   2.38729172e-06
    1.40013910e-07   7.11826324e-01   6.86753310e-06   5.42991029e-06
    1.37648211e-04   5.48165424e-08]
 [  3.53317519e-05   9.96991992e-01   5.81229455e-04   2.56777043e-04
    1.26503131e-04   1.72041200e-05   4.75007429e-04   2.45048985e-04
    1.26042333e-03   1.04212813e-05]
 [  1.06132167e-04   1.23128732e-04   9.04537665e-05   3.83653125e-04
    1.57077491e-01   1.92961143e-03   1.36256131e-04   1.09249884e-02
    8.80301348e-04   8.28347981e-01]
 [  9.83570044e-06   9.98674750e-01   1.02728234e-04   6.13742159e-04
    8.70892545e-05   8.33277500e-06   5.28197306e-05   9.36742799e-05
    3.13667115e-04   4.31751723e-05]
 [  1.48743609e-07   3.05857668e-07   7.29617837e-04   9.98209596e-01
    4.12287271e-08   2.01784278e-04   7.02741048e-08   1.13409408e-06
    8.55882070e-04   1.29074567e-06]
 [  4.82838223e-05   1.35868206e-04   5.38567454e-03   4.39083250e-03
    2.86142349e-01   1.01285207e-03   3.90490721e-04   1.55523114e-04
    1.21420063e-01   5.80918074e-01]
 [  2.23287570e-04   3.78265322e-05   9.21656101e-05   1.23733422e-04
    1.09938920e-01   3.44308093e-04   2.24375472e-05   1.31573121e-03
    1.34882051e-03   8.86552751e-01]
 [  7.60421131e-07   5.74102785e-07   5.17248921e-03   9.04399872e-01
    8.86029520e-05   2.80896074e-05   8.55156088e-07   5.25606889e-03
    4.92219180e-02   3.58306505e-02]
 [  1.82574801e-03   4.30051005e-05   9.84002411e-01   1.11081284e-02
    1.13187177e-07   1.44971721e-03   4.51459346e-06   1.89356026e-04
    1.33005867e-03   4.69287006e-05]
 [  9.94090974e-01   6.07161724e-07   3.79782898e-04   3.62121023e-06
    1.43146681e-05   1.23072730e-03   4.12095198e-03   8.14800296e-06
    9.07659269e-05   5.99761370e-05]
 [  4.06855834e-04   9.58537161e-01   3.63094849e-03   9.39002261e-03
    5.99654159e-04   3.27334506e-03   1.34144234e-03   3.31010483e-03
    1.71609111e-02   2.34957086e-03]
 [  6.12337590e-06   6.19760714e-04   9.97118354e-01   2.04672758e-03
    7.98184919e-06   7.47164268e-06   1.43237421e-05   1.70078609e-04
    8.03860894e-06   1.09693133e-06]
 [  3.82741680e-03   9.77436798e-07   1.86048383e-05   6.11330252e-05
    6.32431693e-06   2.11329712e-03   9.92765903e-01   1.75810385e-07
    1.20398204e-03   2.22301833e-06]
 [  8.59955981e-06   2.07513032e-04   4.45578044e-04   4.94561018e-03
    8.99892092e-01   2.00344785e-03   1.78098271e-04   1.00693684e-02
    1.15086581e-03   8.10987875e-02]
 [  5.58756301e-06   3.27423797e-03   9.95361149e-01   3.81597987e-04
    6.09831386e-06   7.45921488e-06   1.51118133e-04   1.24966136e-05
    7.99977803e-04   3.55782220e-07]
 [  2.94587267e-07   3.31241499e-05   9.99651551e-01   3.02456756e-04
    1.53084101e-09   7.99990687e-08   1.74911094e-07   4.30885692e-08
    1.23563141e-05   1.21501653e-08]
 [  9.99997139e-01   1.13732643e-11   8.46683918e-07   3.69169896e-07
    1.21213872e-10   9.61259502e-07   1.08614699e-08   7.55475355e-07
    3.10778390e-08   8.50478621e-09]
 [  5.05936732e-05   6.47872923e-07   1.59645133e-04   2.94408208e-04
    5.55880135e-03   8.13349689e-05   4.81491088e-06   9.92260993e-01
    1.92206804e-04   1.39665382e-03]
 [  1.74384513e-05   2.17405235e-04   4.57790494e-03   1.03934341e-04
    3.39344442e-01   3.91028065e-04   6.55006528e-01   1.67979189e-04
    8.47936535e-05   8.86081689e-05]
 [  7.72201282e-04   2.98508985e-06   1.61714161e-05   4.68673170e-05
    1.56374718e-03   9.96234596e-01   2.20800110e-04   7.39598327e-05
    2.30622594e-04   8.38127045e-04]
 [  1.19189381e-05   1.52615961e-04   8.18891567e-06   1.55453527e-04
    4.19665538e-02   3.95838870e-05   4.02421875e-07   2.10842062e-02
    1.35566865e-04   9.36445534e-01]
 [  3.98912562e-06   9.96897459e-01   5.17336652e-04   3.88087821e-04
    3.47705391e-05   2.17484121e-05   1.32312518e-04   7.56334484e-05
    1.91730401e-03   1.12905582e-05]
 [  1.26234442e-01   2.74842285e-04   1.29673798e-02   2.76847091e-03
    5.20519018e-01   4.31358349e-04   8.84133624e-04   3.02272975e-01
    6.81595702e-04   3.29657570e-02]
 [  3.78333643e-05   9.94770944e-01   2.32345265e-04   3.76797630e-03
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    9.30815279e-01   2.00560200e-03]
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    2.44724011e-04   9.72201765e-01]
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    3.10581847e-04   9.34040465e-04]
 [  3.16280150e-03   8.24460149e-01   1.09626865e-02   1.49015896e-03
    2.74089910e-03   4.48085554e-03   1.40989304e-01   6.29630158e-05
    1.14594977e-02   1.90715684e-04]
 [  2.62271515e-05   1.17862000e-05   3.04308633e-04   4.13393806e-04
    1.18564948e-01   2.34566454e-04   1.20118793e-05   2.20741704e-03
    9.60989797e-04   8.77264380e-01]
 [  2.85485794e-06   2.75764774e-06   1.44643651e-04   9.99712646e-01
    4.30133582e-08   9.00422383e-05   3.83113452e-08   1.99053147e-06
    2.70435248e-05   1.78730588e-05]
 [  1.02956744e-03   7.93858140e-04   2.10922764e-04   2.23235023e-04
    6.65505533e-04   9.07273963e-02   8.45786095e-01   3.98606801e-07
    6.04808107e-02   8.21810754e-05]]
INFO:tensorflow:global_step/sec: 159.091
INFO:tensorflow:loss = 0.0920984, step = 14201
INFO:tensorflow:probabilities = [[  6.04525212e-06   9.88453209e-01   3.46593239e-04   6.71136950e-04
    2.29268597e-04   9.82758866e-05   1.12931608e-04   8.29891869e-05
    9.90811177e-03   9.15655546e-05]
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    3.02916695e-03   1.84771015e-05]
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    2.71035964e-03   5.27908128e-07]
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    1.57309268e-02   1.36845112e-02]
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    1.20082220e-07   3.21332191e-05]
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    1.71638990e-03   1.86694931e-04]
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    5.33632228e-05   1.14354032e-06]
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    1.66587342e-04   1.04307672e-02   1.64021294e-05   1.08994707e-01
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    3.77821063e-09   4.44695161e-08   4.30413820e-07   4.95531367e-07
    1.26193219e-04   6.96541935e-10]
 [  4.86096224e-06   1.13560100e-05   5.74372498e-05   6.12488511e-05
    5.31063937e-02   8.43983871e-05   4.89037166e-06   2.34026718e-03
    7.53739092e-04   9.43575382e-01]
 [  5.74694532e-05   1.27739431e-05   1.03798899e-04   7.52561609e-04
    4.78576985e-05   6.47469889e-04   1.24681146e-05   2.26105603e-05
    9.92400050e-01   5.94291463e-03]
 [  8.94908808e-05   8.17131076e-04   2.41077691e-03   9.90613580e-01
    9.40861537e-06   1.39859854e-03   1.60294076e-06   2.30934867e-03
    2.00423319e-03   3.45724256e-04]
 [  1.11209939e-03   1.16395946e-04   1.02395519e-04   3.25688464e-03
    6.26169494e-05   9.94027734e-01   1.43451689e-04   6.58937352e-05
    1.91403116e-04   9.21121682e-04]
 [  8.33347804e-06   3.95038442e-05   2.84664857e-04   1.00374324e-04
    2.20605534e-06   2.09170012e-05   2.41170639e-08   9.98850465e-01
    4.08265732e-05   6.52602524e-04]
 [  1.52106657e-06   2.14545162e-05   9.99253809e-01   3.28000460e-05
    2.12024691e-08   2.74917306e-06   4.60923047e-06   4.76862908e-07
    6.82560203e-04   5.71902419e-08]
 [  3.56585020e-03   3.40062106e-04   4.25520731e-04   6.39856994e-01
    8.07942124e-05   3.48072529e-01   8.10366648e-04   1.22510944e-04
    1.94586057e-03   4.77949111e-03]
 [  3.02317894e-05   6.29242917e-04   9.81934309e-01   1.52814649e-02
    4.56768532e-07   1.77755792e-04   1.96135557e-06   1.02655333e-03
    5.63671230e-04   3.54164251e-04]
 [  9.77765831e-06   4.61549962e-06   2.07131772e-04   5.74816768e-05
    9.01204050e-01   1.04838959e-03   2.65661278e-04   2.70470362e-02
    1.07178381e-02   5.94380125e-02]
 [  1.30568480e-06   4.91910941e-06   2.37904223e-05   9.99544680e-01
    7.54046869e-09   3.90036817e-04   2.19928720e-09   3.37502513e-07
    2.35194675e-05   1.14941859e-05]
 [  9.99988556e-01   5.42678446e-12   5.92961624e-06   1.94447338e-08
    6.34940754e-12   5.35371328e-06   9.63416653e-08   5.13856957e-10
    1.27585658e-08   5.15830259e-08]]
INFO:tensorflow:probabilities = [[  1.99471033e-05   5.16177636e-07   1.48546984e-04   2.15967862e-06
    9.49577952e-05   1.11091256e-04   1.03992834e-05   4.36852861e-06
    9.99469221e-01   1.38840376e-04]
 [  8.44764430e-03   2.51560123e-05   1.42253074e-03   1.73047364e-01
    1.65454421e-05   6.74728751e-01   2.94743106e-03   1.04613908e-04
    1.39194205e-01   6.57037672e-05]
 [  3.09862633e-04   8.27053910e-08   4.00470191e-04   2.66646530e-05
    7.46334298e-03   2.02142051e-04   2.16602075e-05   8.46259791e-05
    1.14532141e-02   9.80037928e-01]
 [  2.24067830e-04   2.64899293e-03   7.71984924e-05   3.49298958e-03
    2.62478769e-01   8.17171764e-04   7.32204571e-05   5.36276074e-03
    1.50672523e-02   7.09757626e-01]
 [  1.40702468e-05   2.44909041e-02   9.63972926e-01   1.06291603e-02
    2.86290486e-07   3.33988464e-05   2.44795974e-05   5.84983034e-04
    2.45890900e-04   3.93814116e-06]
 [  7.05031416e-05   4.20194083e-05   9.89167452e-01   1.30128046e-03
    3.97891498e-08   1.68617134e-05   1.29783184e-05   1.47513458e-06
    9.38706193e-03   3.55294532e-07]
 [  8.88420118e-07   9.99289393e-01   1.89113725e-05   2.80113600e-04
    1.29566561e-05   3.42337189e-05   4.07933430e-06   1.27263353e-04
    2.03949312e-04   2.83899008e-05]
 [  1.47385392e-04   2.49034783e-04   4.95042659e-05   1.35749680e-04
    2.14542061e-01   1.77226227e-03   7.95100423e-05   8.70309304e-03
    6.90909219e-04   7.73630440e-01]
 [  5.45653108e-07   1.70166032e-07   1.35325117e-05   2.34607182e-06
    9.99326348e-01   7.14030512e-06   1.87386715e-04   5.09149177e-05
    1.11982219e-04   2.99745676e-04]
 [  9.29207876e-02   7.12024514e-04   1.28979739e-02   9.17070266e-03
    7.06822437e-04   1.15963712e-03   8.69397044e-01   2.54492275e-04
    1.23989414e-02   3.81509104e-04]
 [  9.99943018e-01   2.55938071e-09   1.58907114e-05   6.17593400e-07
    5.49072843e-10   3.62585233e-05   4.94195319e-07   2.48463016e-06
    8.45628620e-07   4.30530093e-07]
 [  5.37323952e-01   1.88992217e-05   6.76852092e-03   5.51020144e-04
    1.80872710e-04   7.60047056e-04   2.07662210e-03   3.96821182e-04
    4.45959419e-01   5.96382702e-03]
 [  1.93365142e-02   4.06822283e-03   1.16699113e-04   4.98426007e-03
    1.96827077e-05   9.61353600e-01   5.89446863e-03   1.80975316e-04
    3.76985595e-03   2.75700295e-04]
 [  5.16169530e-04   9.54096913e-01   3.11973767e-04   6.14299322e-04
    1.49307062e-03   2.95822556e-05   8.04351643e-03   1.22282584e-03
    3.32414322e-02   4.30371292e-04]
 [  1.37874542e-03   4.20970619e-02   7.47896777e-03   9.18995380e-01
    3.76818585e-04   2.13197637e-02   9.53841663e-04   2.57177802e-04
    6.75294176e-03   3.89225432e-04]
 [  1.59086281e-04   2.93072480e-06   2.14929995e-03   1.06785921e-02
    1.14701386e-03   1.26140483e-03   2.07274497e-05   1.09089985e-02
    1.38183415e-01   8.35488498e-01]
 [  6.22394438e-08   4.21660843e-06   2.64202527e-06   4.78675020e-06
    9.93243039e-01   1.83829452e-05   2.13743169e-06   1.66542921e-03
    2.28688459e-05   5.03646070e-03]
 [  1.52487694e-08   2.74007323e-08   4.84554938e-08   2.11393569e-07
    9.98321831e-01   4.16579087e-06   2.77383788e-06   9.68732547e-06
    5.94524608e-05   1.60170102e-03]
 [  2.25311226e-07   5.66043263e-06   4.99426187e-06   9.52748053e-07
    9.93497252e-01   2.33924475e-05   2.63115508e-05   6.22889711e-05
    6.46542539e-05   6.31424226e-03]
 [  2.86887313e-04   1.22264901e-04   2.56117550e-04   9.96088624e-01
    1.47036162e-05   1.42043887e-03   1.02456106e-05   2.50260346e-05
    6.82673359e-04   1.09301892e-03]
 [  1.22221754e-04   2.78169555e-05   1.12885704e-04   1.10519445e-03
    2.18343615e-07   3.53313633e-03   1.39813765e-05   9.84190706e-07
    9.95072663e-01   1.09236644e-05]
 [  1.05714775e-04   1.09279007e-07   5.15376341e-05   8.67268755e-05
    4.54409607e-03   2.36398962e-04   8.46449529e-06   5.37022203e-03
    1.88804809e-02   9.70716298e-01]
 [  1.37586881e-06   1.64097801e-05   9.99093890e-01   6.80618745e-04
    1.08172219e-06   2.75186744e-06   3.24773464e-06   1.64622994e-04
    3.59683690e-05   7.62786598e-08]
 [  6.97828073e-04   8.26372270e-05   4.75805464e-05   3.62053490e-03
    2.91449360e-05   6.99571241e-03   1.07677144e-04   2.56574531e-05
    9.78125513e-01   1.02676954e-02]
 [  4.14066162e-05   7.91093558e-02   1.11707477e-02   2.37139568e-01
    6.62837252e-02   1.95915252e-02   1.34419929e-03   6.13376498e-02
    9.28565338e-02   4.31125313e-01]
 [  9.00583635e-11   1.11768088e-08   9.99991059e-01   8.05683339e-06
    2.20003321e-10   1.52630963e-10   2.81979495e-10   1.20352739e-09
    8.93838717e-07   5.82735110e-11]
 [  3.92156778e-07   1.51854829e-06   5.96608243e-06   1.36726200e-07
    9.99482214e-01   6.89376684e-05   4.60123410e-05   1.29589835e-05
    2.66601110e-05   3.55199765e-04]
 [  9.99991059e-01   1.46854729e-12   2.05710577e-07   2.25651076e-09
    4.89402852e-10   3.20955837e-06   5.49003016e-06   1.60722047e-09
    3.29699859e-08   1.20339028e-08]
 [  5.56440651e-03   1.09082030e-05   2.68587813e-04   3.56903137e-03
    2.13342108e-04   4.61298943e-01   2.03681202e-06   3.84001732e-01
    1.07598519e-02   1.34311214e-01]
 [  2.33854507e-06   2.38627385e-09   1.98284004e-04   2.73624701e-05
    2.22239635e-07   1.63609627e-06   6.80681609e-08   4.12508825e-06
    9.99563277e-01   2.02723444e-04]
 [  8.53291690e-01   2.77834013e-04   1.75097361e-02   1.04341330e-02
    8.46300449e-04   4.41793054e-02   4.02275153e-04   2.21741367e-02
    7.16230785e-03   4.37223092e-02]
 [  2.41517613e-04   8.18064509e-05   1.28090084e-01   8.69622767e-01
    2.58129944e-06   4.29956301e-04   9.45882348e-05   1.14746135e-05
    1.38040772e-03   4.48787687e-05]
 [  9.19472222e-06   9.98339176e-01   1.49801577e-04   6.18296966e-04
    1.42722402e-05   5.06295582e-05   8.87212300e-05   8.39798740e-05
    6.32320473e-04   1.37333745e-05]
 [  7.56714007e-06   2.24076757e-09   8.18063270e-08   2.98588407e-06
    1.42658416e-06   1.56276037e-05   1.07954319e-10   9.97855842e-01
    1.50161384e-07   2.11632228e-03]
 [  2.81146280e-02   3.01319542e-05   1.89365499e-04   3.42884362e-02
    7.50764011e-05   9.35325205e-01   5.51400473e-04   8.60633590e-05
    7.22972443e-04   6.16859412e-04]
 [  1.25068240e-02   5.84543974e-04   9.07542743e-03   1.20707518e-04
    3.45160998e-03   1.89245504e-03   9.65716422e-01   4.76335772e-05
    6.57781726e-03   2.65065428e-05]
 [  4.55707595e-05   2.75002501e-04   2.43173534e-04   9.87930417e-01
    8.67983999e-06   8.31513479e-03   6.47822344e-06   1.75955192e-05
    2.39844387e-03   7.59487681e-04]
 [  7.67399300e-08   1.63588911e-08   2.32865901e-07   4.51775684e-08
    9.99249995e-01   1.03611601e-05   8.26334053e-06   2.82604583e-06
    6.08713017e-05   6.67291984e-04]
 [  4.90666889e-06   2.06037133e-04   9.98532653e-01   3.58554826e-04
    1.28702304e-04   2.78099451e-05   6.93919195e-04   7.70517363e-06
    3.49528491e-05   4.62390472e-06]
 [  4.02702601e-04   8.60169966e-05   6.14811957e-04   3.35053727e-03
    1.66183119e-04   4.66525275e-03   8.84134031e-04   1.19940323e-05
    9.89371955e-01   4.46421414e-04]
 [  2.32455204e-04   1.63819917e-04   2.61540804e-03   8.10761354e-04
    2.35173423e-02   3.55917349e-04   9.70302999e-01   2.37328830e-04
    1.68255402e-03   8.14437299e-05]
 [  6.90027140e-03   6.61501836e-04   2.00496288e-03   9.18853402e-01
    2.07723439e-04   5.64070679e-02   4.47599217e-04   3.08850664e-03
    5.71644679e-03   5.71266748e-03]
 [  3.01798445e-06   1.90195983e-08   2.76079959e-07   2.96879480e-05
    1.09951789e-05   9.99937057e-01   7.43573128e-06   1.91174365e-08
    1.06140797e-05   9.14936379e-07]
 [  2.80419132e-04   9.59371030e-01   2.30643176e-03   3.00622848e-03
    1.05494728e-05   2.81134173e-02   3.22057563e-03   3.71604619e-05
    3.60555481e-03   4.87039870e-05]
 [  1.55041669e-03   6.76025302e-05   3.36436933e-05   2.47998163e-03
    1.04500730e-04   9.84577715e-01   1.23107480e-03   9.84607614e-05
    6.87925005e-03   2.97734211e-03]
 [  3.34786782e-05   9.89314318e-01   4.85570519e-04   2.27990051e-04
    4.48900500e-05   6.24762150e-04   1.29014035e-04   1.30129993e-04
    8.87389109e-03   1.36037590e-04]
 [  3.96110443e-03   4.46795275e-05   1.21005182e-03   8.87416210e-03
    8.65953218e-04   9.45716977e-01   2.34690786e-04   1.03436236e-03
    2.11661737e-02   1.68917421e-02]
 [  9.74045932e-01   2.62759425e-10   6.98149524e-05   7.75119814e-04
    5.07449329e-07   5.14568016e-03   5.13910800e-06   8.77608618e-05
    1.93077140e-02   5.62423142e-04]
 [  7.56011214e-05   9.98193800e-01   4.22454497e-04   1.51873872e-04
    4.18064810e-05   9.27232941e-06   4.09883723e-05   3.54616088e-04
    6.98539545e-04   1.13577489e-05]
 [  1.73310531e-04   2.22004110e-06   9.74996292e-05   9.90534604e-01
    2.63628976e-07   8.72779638e-03   6.12067254e-07   9.47512888e-07
    3.81080492e-04   8.17225664e-05]
 [  1.63913126e-06   1.85275185e-05   2.71980412e-06   9.15589102e-04
    3.14618409e-01   2.25806469e-03   6.40359940e-06   3.92068829e-03
    9.30503942e-04   6.77327394e-01]
 [  4.81880549e-03   3.23402858e-03   1.24013773e-03   4.06744548e-05
    6.41462132e-02   2.37428453e-02   6.28598481e-02   7.47747254e-04
    8.38184714e-01   9.85038467e-04]
 [  1.51536767e-07   7.71166640e-04   7.39519717e-04   4.30787019e-02
    2.90494645e-03   1.57551738e-04   1.94982660e-03   2.44072235e-05
    9.50371265e-01   2.47741741e-06]
 [  6.17760234e-04   9.00574122e-03   5.97410649e-02   6.95470488e-03
    6.29486561e-01   5.60477935e-03   2.55657822e-01   4.06966778e-03
    1.65550765e-02   1.23067088e-02]
 [  5.71404293e-04   1.13606697e-03   3.02167373e-05   1.94235868e-03
    9.96667296e-02   4.61590476e-03   1.26452433e-05   6.12150788e-01
    1.74853462e-03   2.78125405e-01]
 [  9.78565872e-01   1.87089734e-06   1.73965506e-02   4.33629211e-05
    5.13512496e-05   3.97986951e-05   1.58834155e-04   8.93000106e-05
    1.97636965e-03   1.67672359e-03]
 [  7.88662314e-01   3.73909018e-07   1.13499095e-03   2.08165438e-04
    1.20133627e-04   4.59260700e-05   2.09027141e-01   2.13345515e-06
    4.76952322e-04   3.21907079e-04]
 [  4.86891258e-06   5.61908653e-09   6.68395733e-05   9.98186171e-01
    1.41962644e-07   2.15978813e-04   9.31720301e-09   2.53140388e-06
    1.30380213e-03   2.19660957e-04]
 [  1.12488442e-06   3.61982075e-06   1.45179993e-05   1.05647347e-03
    1.39474100e-03   2.69382697e-04   6.13506046e-08   1.14919748e-02
    7.62616575e-04   9.85005498e-01]
 [  2.22333947e-05   9.96684611e-01   5.52157813e-04   9.10325107e-05
    3.16677074e-06   9.86417399e-06   2.33743238e-04   1.29289729e-05
    2.38726614e-03   3.08616995e-06]
 [  7.21062179e-07   7.04952190e-03   9.92317677e-01   3.61316575e-04
    1.85843518e-08   1.16670378e-06   2.77935105e-05   3.51846006e-06
    2.38155626e-04   1.69458019e-07]
 [  1.67075996e-05   5.84682310e-03   2.31393590e-03   5.10420240e-02
    7.99478889e-02   3.12581169e-03   1.30275424e-04   9.36945144e-04
    2.67277658e-01   5.89361906e-01]
 [  9.99940157e-01   4.79595919e-10   2.39725050e-05   9.30032274e-06
    3.95753874e-09   4.79091295e-06   4.41051179e-06   1.27331896e-06
    1.59648225e-05   1.39814233e-07]
 [  4.31898003e-03   7.51373321e-02   1.01979282e-02   3.54177020e-02
    7.93024432e-03   7.23149002e-01   2.09215265e-02   7.43228651e-04
    1.21888220e-01   2.95800215e-04]
 [  8.14526502e-05   9.81862247e-01   2.63212994e-03   3.58901336e-03
    5.51994750e-03   2.53972044e-04   1.44919788e-03   3.50826513e-03
    9.21028841e-04   1.82683885e-04]
 [  7.74189357e-06   1.83520275e-08   3.10131472e-05   9.49509340e-05
    1.54977982e-07   5.59803266e-06   5.86804910e-11   9.97950256e-01
    1.88958111e-07   1.91008637e-03]
 [  9.45172260e-08   8.16267573e-07   2.82393444e-06   9.98529196e-01
    1.68833516e-08   5.63259877e-04   2.15023910e-09   1.84507712e-07
    8.97705671e-04   5.78548634e-06]
 [  1.72703642e-06   3.99129704e-06   4.07899672e-04   9.99368250e-01
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    3.51384515e-03   5.82735777e-01]
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    3.53643112e-02   5.17756194e-02]
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    6.62590051e-03   2.69629934e-04]
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    4.44986596e-04   1.04022017e-02]
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    4.41027246e-03   1.12765981e-02   2.99346993e-06   7.36619115e-01
    2.09508580e-03   2.44541138e-01]
 [  3.59098194e-03   9.62278306e-01   4.74419119e-03   2.61136401e-03
    5.87133400e-04   3.58769926e-03   3.36187286e-03   1.20843970e-03
    1.76257119e-02   4.04333317e-04]
 [  9.99251544e-01   1.14052359e-08   5.87278686e-04   2.79670967e-05
    1.07690596e-07   2.71013396e-05   3.58256984e-05   2.56898966e-06
    2.83092277e-07   6.71353991e-05]
 [  2.50824141e-05   9.97059524e-01   4.17404459e-04   3.84940096e-04
    1.53539862e-04   3.02555109e-05   7.74889049e-05   1.85558383e-04
    1.60056166e-03   6.54513351e-05]
 [  1.42556441e-03   2.02807332e-05   5.95016172e-05   1.35378691e-03
    1.82971722e-04   9.89917815e-01   2.82478257e-04   1.30333670e-03
    1.46650278e-03   3.98775050e-03]]
INFO:tensorflow:global_step/sec: 158.564
INFO:tensorflow:loss = 0.102322, step = 14301
INFO:tensorflow:probabilities = [[  4.78577931e-07   1.73784027e-08   2.93343078e-07   4.10327892e-04
    7.69837811e-07   9.99544799e-01   6.27799000e-06   1.74361396e-08
    3.62170613e-05   7.72818453e-07]
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    1.17656939e-01   7.20767558e-01]
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    1.29084556e-05   9.82232094e-01   1.05297787e-03   1.89097191e-04
    1.69711397e-03   4.88061269e-05]
 [  5.42259440e-05   9.84850883e-01   2.62749643e-04   1.47647259e-03
    6.64578401e-04   1.99123562e-04   3.75254633e-04   6.97671110e-03
    4.09010286e-03   1.04991661e-03]
 [  4.82091168e-03   1.27271470e-02   5.42179821e-03   6.98598325e-02
    5.57180436e-04   8.82625639e-01   4.82665747e-03   4.06779163e-03
    1.39501765e-02   1.14291441e-03]
 [  1.88938927e-07   1.89639788e-08   9.99989510e-01   5.32762033e-06
    5.09497440e-08   2.41658382e-09   4.77930280e-06   9.84055948e-09
    1.19570728e-07   1.73704473e-09]
 [  3.06819491e-02   5.89140509e-05   3.29010300e-02   5.68412654e-02
    2.56413245e-03   4.11111279e-04   1.24216807e-04   3.93337816e-01
    8.25287891e-04   4.82254237e-01]
 [  3.24041524e-04   1.38320887e-04   5.02987625e-03   3.41421139e-04
    4.98310989e-03   1.07080920e-03   9.86765027e-01   5.55802653e-05
    1.28296704e-03   8.77867296e-06]
 [  1.52815439e-04   9.64576602e-01   1.87206157e-02   7.90885556e-03
    9.44848798e-05   2.50249486e-05   3.46381974e-04   5.97256562e-03
    1.98793155e-03   2.14768777e-04]
 [  9.42365587e-05   9.90743458e-01   9.53247538e-04   3.35435010e-03
    2.88398500e-04   6.33362564e-04   7.06001534e-04   8.57901527e-04
    1.76305161e-03   6.05910900e-04]
 [  8.92548346e-09   1.37512846e-09   2.77302405e-07   1.65208871e-06
    6.11349478e-08   4.53077185e-08   2.97291705e-12   9.99953985e-01
    2.83594062e-07   4.37917806e-05]
 [  1.67625944e-06   9.93301749e-01   2.31536600e-04   2.22952385e-03
    1.62102006e-04   1.49697415e-04   2.16324297e-05   3.89274384e-04
    3.32646491e-03   1.86352438e-04]
 [  9.99234557e-01   2.00513696e-07   2.61920912e-04   2.95932514e-05
    2.90501873e-07   3.04197980e-04   1.00376928e-04   8.98044163e-06
    5.03770825e-05   9.54629468e-06]
 [  9.99994993e-01   1.17256815e-10   2.35283937e-06   1.60165726e-07
    4.95115171e-10   8.50550578e-07   1.55980456e-06   1.39849705e-08
    5.85177196e-09   8.44135641e-08]
 [  8.04591516e-04   1.23735499e-02   4.32161335e-03   5.61388861e-03
    7.70501138e-05   1.20956684e-02   1.80264376e-02   2.11930979e-04
    9.45766270e-01   7.09011161e-04]
 [  1.83769138e-04   1.63782830e-03   6.84076978e-04   3.07880016e-03
    8.69558305e-02   6.68427907e-04   1.27562205e-04   2.63147820e-02
    4.17192094e-02   8.38629663e-01]
 [  8.84236768e-04   7.03666883e-05   1.11443247e-03   4.21427176e-05
    1.91807449e-02   1.40234199e-03   9.77169454e-01   1.32862192e-06
    1.13228190e-04   2.17466313e-05]
 [  9.99311328e-01   5.28165112e-09   2.06261411e-05   5.82208304e-06
    9.05807838e-07   2.11933599e-04   3.71544338e-05   3.89697205e-04
    7.39937559e-06   1.51277409e-05]
 [  1.00429808e-07   1.02680325e-07   2.35018334e-07   9.31168051e-06
    9.98729527e-01   4.40019467e-05   8.54332598e-07   7.10031818e-05
    1.81525156e-05   1.12673827e-03]
 [  1.44612823e-05   2.82374367e-06   3.16224381e-04   9.99424815e-01
    1.40382937e-07   1.67826540e-04   1.98399466e-08   3.57006388e-06
    6.52594535e-05   4.83127315e-06]
 [  3.20187391e-05   9.87144411e-01   3.95269686e-04   5.79696335e-03
    7.08043168e-04   9.82005848e-04   8.83094966e-04   3.09494353e-04
    2.86527723e-03   8.83393164e-04]
 [  4.77775961e-01   2.59960390e-04   8.59920233e-02   5.47708273e-02
    8.28157590e-06   3.57014805e-01   4.10693639e-04   1.62504229e-03
    2.21145842e-02   2.78980988e-05]
 [  9.99632955e-01   7.01808816e-08   1.23373093e-06   2.42445935e-06
    3.40313577e-09   3.56578123e-04   4.69661700e-06   1.41534628e-07
    2.01599823e-06   1.11968070e-08]
 [  1.63714009e-04   4.01202982e-07   7.22846235e-05   1.57512716e-07
    2.70187738e-05   1.71729756e-04   9.99402761e-01   1.21397363e-07
    1.61208140e-04   6.34585604e-07]
 [  1.91624206e-03   9.69853938e-01   4.90064872e-03   8.44128837e-04
    2.98202591e-04   2.32494582e-04   4.02004784e-03   1.52129578e-04
    1.77011192e-02   8.11592181e-05]
 [  9.38550290e-03   6.17054902e-05   4.23233695e-02   9.42519367e-01
    8.04390802e-05   8.95237026e-04   1.02407404e-03   4.88201404e-05
    3.26853339e-03   3.92920367e-04]
 [  4.14980314e-04   1.40342512e-04   9.04566605e-06   8.08427634e-04
    1.27434905e-03   9.72025156e-01   1.54602341e-04   6.41586725e-04
    1.46789034e-03   2.30636261e-02]
 [  2.74243910e-04   3.42372060e-02   8.86421263e-01   5.08115739e-02
    1.47770122e-02   3.57479113e-03   7.08724186e-03   4.70107858e-04
    1.24368188e-03   1.10267405e-03]
 [  9.99969482e-01   3.50921597e-10   1.66551454e-05   4.24241216e-06
    6.83133017e-09   3.37678944e-06   1.43220396e-08   1.08463792e-06
    4.35941320e-06   7.34794867e-07]
 [  1.47301311e-04   7.37334427e-04   7.58073700e-04   6.91699854e-04
    6.93206766e-06   2.14298743e-05   7.58814735e-08   9.88094389e-01
    2.47359741e-03   7.06919841e-03]
 [  1.18246908e-05   7.06991088e-09   9.94224820e-07   1.05434493e-03
    2.06828147e-07   9.67544973e-01   3.41900744e-07   2.57318966e-08
    3.13809998e-02   6.32160982e-06]
 [  9.94346321e-01   1.29685933e-08   1.98342113e-05   3.60836345e-03
    2.50268162e-08   1.49218948e-03   5.89862807e-08   3.75699194e-04
    5.38493041e-05   1.03765880e-04]
 [  1.59936608e-03   4.52087697e-05   6.42688072e-04   6.95618655e-05
    7.79597380e-04   1.90103630e-04   9.96315658e-01   4.09309769e-06
    3.19125771e-04   3.46717607e-05]
 [  2.20329668e-02   3.12768359e-04   6.18544184e-02   1.94967579e-04
    1.97209558e-03   2.27028541e-02   4.07290697e-01   3.57844256e-04
    4.81279820e-01   2.00154097e-03]
 [  7.42533535e-04   3.37556296e-04   2.69661687e-05   6.94566872e-04
    8.58464045e-04   2.24355329e-03   3.99432452e-07   8.15636933e-01
    4.17483388e-04   1.79041490e-01]
 [  2.67604506e-03   1.13993017e-02   8.31482699e-04   4.36592061e-04
    7.64002398e-05   6.33091293e-03   1.26170581e-02   1.80614261e-05
    9.65583384e-01   3.06988622e-05]
 [  4.22684889e-06   3.36124125e-04   5.00366832e-06   8.33820195e-06
    9.97028172e-01   5.52464044e-04   1.30075368e-03   1.43995940e-05
    6.93190901e-04   5.74527803e-05]
 [  1.06389825e-06   6.35222432e-06   1.24200189e-03   1.17327529e-03
    1.44236665e-07   3.33458331e-07   6.86611157e-10   9.97551858e-01
    7.67409892e-06   1.72198725e-05]
 [  1.46374134e-07   3.93905575e-09   6.71647797e-07   5.28067540e-05
    1.10121601e-08   3.61858213e-07   2.13874643e-12   9.99853849e-01
    3.41885055e-07   9.18172009e-05]
 [  1.66735265e-06   2.25620329e-06   2.13294447e-06   7.53366010e-07
    9.97425735e-01   8.55669277e-05   1.80816151e-05   1.41216206e-05
    1.49605563e-04   2.30006804e-03]
 [  2.18112709e-05   6.54292132e-09   1.17504414e-05   2.87675193e-05
    1.84436818e-03   1.41746850e-05   5.77833362e-07   4.43149963e-03
    3.22905398e-05   9.93614674e-01]
 [  1.60100579e-04   3.21154969e-09   1.51762069e-05   1.80213665e-05
    6.37984718e-04   5.26928807e-06   4.82351936e-08   1.71380048e-03
    1.21486039e-04   9.97328162e-01]
 [  7.13384092e-01   1.09995308e-05   5.00411843e-04   2.79077067e-05
    3.20216823e-05   7.32210185e-03   2.78123111e-01   3.85955991e-06
    5.84405847e-04   1.11516174e-05]
 [  2.63631484e-03   2.58981978e-04   4.93188063e-03   2.23511641e-04
    6.61381960e-01   1.48010044e-03   2.55824864e-01   1.32530555e-03
    5.94254918e-02   1.25115747e-02]
 [  2.82141351e-04   3.06624244e-03   5.95673511e-04   9.00926170e-05
    8.18611064e-04   5.11179562e-04   9.94229913e-01   1.50663789e-06
    3.99660610e-04   4.94382675e-06]
 [  1.13578998e-02   5.85179123e-06   9.79436338e-01   8.04493763e-03
    2.07078672e-04   3.16763908e-05   8.47391726e-04   2.26179163e-05
    1.72372402e-05   2.88786450e-05]
 [  4.41389203e-01   4.03145204e-05   1.20052481e-02   4.91519660e-01
    4.23216170e-06   5.24181649e-02   5.87673043e-04   5.41075482e-04
    1.47625024e-03   1.82818330e-05]
 [  2.58105946e-08   2.02158444e-05   3.80938582e-06   9.99702513e-01
    4.53619720e-07   2.50790126e-05   2.93310176e-09   1.41293103e-05
    1.12629619e-04   1.21060009e-04]
 [  1.04700297e-03   1.26900440e-02   1.85403507e-03   1.46384328e-03
    2.01263887e-04   5.61165391e-03   9.59981799e-01   2.57073270e-06
    1.71471778e-02   6.71886426e-07]
 [  3.74483410e-04   2.79176282e-04   1.67695907e-04   1.59177434e-04
    7.45802885e-04   9.73908722e-01   1.50832934e-02   1.41562450e-05
    9.08622798e-03   1.81086958e-04]
 [  9.63764489e-01   6.03022909e-06   1.49081321e-03   2.41827825e-03
    3.36434205e-08   3.21073346e-02   1.17823700e-04   3.29047543e-06
    9.02413522e-05   1.77177174e-06]
 [  1.81547894e-05   3.93856644e-05   9.86998200e-01   1.15004620e-02
    4.92191425e-08   4.76432906e-05   3.44774840e-08   7.91719183e-04
    5.96053433e-04   8.38570759e-06]
 [  5.45762350e-06   2.54010217e-07   9.10678409e-07   3.15329526e-05
    2.60998968e-06   9.77691293e-01   2.80490781e-06   4.83563163e-05
    2.21562777e-02   6.04621091e-05]
 [  9.70564724e-06   2.87675386e-04   3.48214293e-03   6.66528821e-01
    3.50812654e-04   5.08321624e-04   6.05605294e-07   2.58962095e-01
    2.27798745e-02   4.70900312e-02]
 [  3.53907119e-03   1.01149408e-02   3.43079060e-01   8.04987624e-02
    5.29787445e-04   2.98073952e-04   4.00467077e-04   2.98560434e-03
    5.53625524e-01   4.92870295e-03]
 [  5.93616143e-02   3.44114756e-04   4.92486078e-03   9.75869887e-04
    5.52403688e-01   1.36604048e-02   2.74570316e-01   4.84121777e-02
    6.65193005e-03   3.86950150e-02]
 [  1.90574297e-04   2.10214477e-08   2.69611664e-05   6.72978672e-07
    9.87321258e-01   8.97422506e-05   4.52510809e-04   1.70932515e-04
    8.70978838e-05   1.16603551e-02]]
INFO:tensorflow:probabilities = [[  1.88735279e-03   4.08393331e-04   7.36050494e-03   1.32683362e-03
    9.07336324e-02   6.43683923e-03   4.57569724e-03   1.50211444e-02
    1.29756685e-02   8.59273911e-01]
 [  4.82128889e-05   9.88090515e-01   1.09673711e-02   4.21125733e-04
    2.40116278e-05   9.00901523e-06   1.47185026e-04   7.39736497e-05
    2.11414896e-04   7.21624929e-06]
 [  8.64382135e-04   1.41621695e-06   1.11316796e-03   5.82542498e-06
    1.41595234e-03   6.31533039e-05   9.95305955e-01   2.18674046e-07
    1.20246038e-03   2.73725309e-05]
 [  7.95395765e-03   5.66752744e-04   2.21586233e-04   1.42836373e-03
    4.89289232e-06   2.48086322e-02   1.51899822e-05   5.96462691e-04
    9.62812841e-01   1.59137812e-03]
 [  9.99184549e-01   2.69125504e-08   1.21452096e-04   1.20864597e-05
    3.88445460e-06   1.85071563e-04   5.53519203e-05   4.72884640e-05
    1.81666237e-05   3.71982722e-04]
 [  1.95151879e-04   2.13751569e-02   2.17999332e-04   1.04580484e-02
    1.89435229e-01   3.97082828e-02   2.67772615e-04   9.30304006e-02
    6.12253472e-02   5.84086597e-01]
 [  1.89318569e-04   1.35073744e-04   9.93588328e-01   1.93955202e-03
    1.75765678e-07   6.57413737e-04   4.56398964e-04   1.13400677e-06
    3.03257396e-03   9.20989720e-08]
 [  9.29797476e-04   1.32292591e-03   7.29133957e-04   1.18320400e-03
    1.90049573e-03   1.07948128e-02   9.77088749e-01   8.26078667e-06
    5.72462706e-03   3.17945785e-04]
 [  1.50023105e-08   2.62354161e-09   1.28914257e-08   1.78273680e-07
    9.98805523e-01   8.30177942e-06   3.69163672e-06   3.52361785e-05
    4.16314970e-06   1.14276214e-03]
 [  1.75900226e-07   1.24559290e-06   9.99414325e-01   5.91593089e-05
    4.99381940e-07   6.05006392e-07   5.04596275e-04   1.77110869e-05
    1.72625641e-06   3.17766435e-08]
 [  4.34649810e-05   9.35258448e-01   2.07383223e-02   1.41104162e-02
    2.31833477e-03   4.45870071e-04   8.98176804e-05   1.90710556e-02
    7.72395823e-03   2.00394003e-04]
 [  2.10478152e-06   1.27336389e-05   5.14158128e-05   5.27399663e-07
    9.99425888e-01   1.90604173e-04   1.33864523e-04   1.20274644e-05
    3.20276667e-05   1.38690637e-04]
 [  8.15166495e-05   1.94967740e-07   9.24549795e-07   7.58668903e-05
    3.36124242e-04   3.49842448e-04   1.04580089e-07   9.94195819e-01
    8.66520804e-06   4.95093269e-03]
 [  2.32632192e-06   6.06501271e-06   9.99643207e-01   1.38571646e-04
    2.80158747e-06   4.88988280e-06   1.78965056e-04   5.88204512e-06
    1.72674645e-05   4.93687544e-08]
 [  6.45785633e-07   5.81104869e-05   8.17959244e-06   3.46849498e-04
    1.10392748e-05   4.00094286e-05   1.19252599e-08   9.96590614e-01
    5.03942829e-05   2.89413217e-03]
 [  5.19274072e-05   2.01259645e-05   4.03198719e-05   1.58402036e-04
    2.50081089e-03   1.89711733e-04   1.25674205e-06   2.06209533e-03
    1.47091504e-03   9.93504405e-01]
 [  8.11509090e-04   1.23928351e-06   9.93588692e-05   1.05072822e-05
    3.97634357e-02   1.94184904e-04   2.30970254e-04   2.02404754e-03
    8.49973294e-05   9.56779778e-01]
 [  1.47297152e-03   1.12703210e-05   1.42406047e-04   6.53578900e-04
    1.80632120e-03   4.33069374e-03   9.91135597e-01   6.13683142e-06
    3.01316933e-04   1.39819706e-04]
 [  3.36466815e-06   2.49198201e-04   2.45386688e-03   3.15914658e-04
    1.37560146e-05   6.31355288e-05   8.65723777e-08   9.84966159e-01
    5.38181863e-04   1.13962172e-02]
 [  2.92579341e-03   2.45474786e-01   9.74594131e-02   9.60211176e-03
    4.75806780e-02   5.59014045e-02   4.40479606e-01   2.99063697e-03
    8.24685842e-02   1.51169794e-02]
 [  9.99993682e-01   5.08935463e-11   2.92540960e-07   1.41961925e-06
    5.82792217e-11   4.33319383e-06   8.17638579e-09   2.95210157e-07
    8.11910272e-09   1.06259947e-07]
 [  3.00630607e-04   2.71809810e-08   1.19906341e-04   3.42084204e-05
    5.43295698e-07   4.45431069e-05   3.36741493e-07   6.38424317e-05
    9.79244649e-01   2.01912597e-02]
 [  5.81872399e-08   7.27231608e-08   9.99919415e-01   7.53668064e-05
    3.22956453e-06   1.78785360e-08   5.72865247e-07   1.13528067e-08
    9.41794951e-07   3.69682681e-07]
 [  1.51720524e-04   8.82038221e-05   9.11903335e-04   5.81407628e-04
    9.75956976e-01   1.27756072e-03   7.00836442e-03   1.65473367e-03
    1.41759554e-03   1.09514073e-02]
 [  2.58376294e-05   3.92729533e-04   2.35149693e-02   2.77657400e-05
    9.30200517e-01   4.18057374e-04   4.34005074e-02   8.57956329e-05
    1.99725255e-04   1.73399574e-03]
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    7.69122948e-07   2.94247351e-04]
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    4.49726736e-04   4.32075176e-05]
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    9.45898294e-01   4.36342359e-02]
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    7.87826721e-05   4.37061601e-07]
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    2.53717270e-04   1.41059048e-02]
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    8.71265411e-01   5.39974018e-04]
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    6.55001253e-09   2.89986957e-07   7.40768291e-09   8.02646446e-06
    4.16427611e-05   1.29310740e-06]
 [  4.25973758e-06   6.75758656e-06   4.66264179e-03   1.20325508e-02
    2.03935087e-06   5.66028175e-04   9.91278557e-06   5.22269765e-05
    9.82430756e-01   2.32853665e-04]
 [  9.99742925e-01   6.47676357e-09   1.53999426e-05   7.18067668e-08
    3.53149971e-08   2.30017933e-04   2.11290967e-06   8.46489741e-07
    8.24388280e-06   3.50236917e-07]
 [  9.99964476e-01   4.42963999e-11   3.72443878e-06   7.81884957e-09
    2.75269096e-09   9.65791696e-06   2.21264072e-05   2.05864925e-08
    4.34541967e-08   1.09644160e-08]
 [  4.00604040e-05   2.13662744e-04   2.26390851e-03   1.27598760e-03
    1.09681177e-05   1.45671911e-05   1.24473274e-07   9.92394924e-01
    2.43552990e-04   3.54221347e-03]
 [  1.65385078e-04   2.61173591e-05   8.15465319e-05   9.73071694e-01
    1.57643008e-05   7.09768105e-03   3.26709778e-06   2.92762616e-05
    1.84254226e-04   1.93251707e-02]
 [  2.02588839e-04   9.77700412e-01   1.72732660e-04   2.30654655e-03
    2.46593263e-04   2.86567886e-03   2.67635682e-04   2.62114685e-04
    1.56715233e-02   3.04194691e-04]
 [  1.13413051e-04   9.83961940e-01   7.25426944e-04   7.23676756e-03
    8.49231001e-05   2.88546813e-04   1.09269618e-04   3.13256239e-03
    3.90625559e-03   4.40855802e-04]
 [  5.22201532e-04   1.60384786e-06   6.18117065e-06   1.05731233e-04
    1.67235194e-04   1.52981305e-03   9.62695168e-08   9.80073392e-01
    1.75161294e-05   1.75762139e-02]
 [  1.20273744e-05   1.43524289e-07   8.63873356e-05   3.08603958e-05
    3.77184618e-03   3.32723648e-05   3.25201336e-06   2.96430080e-04
    3.29287614e-05   9.95732844e-01]]
INFO:tensorflow:global_step/sec: 158.905
INFO:tensorflow:loss = 0.243395, step = 14401
INFO:tensorflow:probabilities = [[  9.02644479e-06   1.79406697e-07   9.79554443e-06   9.39189158e-06
    5.08843982e-07   5.52141100e-05   4.14541461e-07   1.96824203e-06
    9.99911070e-01   2.35566836e-06]
 [  7.25693781e-06   1.75654492e-07   7.54830800e-03   1.44630636e-03
    1.97286472e-08   2.13693647e-06   1.44613366e-09   9.90812600e-01
    2.53715825e-05   1.57752307e-04]
 [  9.73068535e-01   4.35824131e-06   2.32641803e-04   3.25887173e-04
    7.86929547e-07   2.56326124e-02   2.41352591e-05   1.72647298e-04
    4.33046866e-04   1.05352541e-04]
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    9.93667305e-01   1.68372644e-05]
 [  7.89667247e-04   1.37829464e-02   4.51596500e-03   7.90319033e-03
    3.67850635e-06   1.13301707e-04   1.01580430e-04   2.72037178e-05
    9.72704351e-01   5.81428976e-05]
 [  1.12971968e-04   8.66461596e-06   3.99556151e-03   1.44333660e-03
    1.16821729e-01   2.11422463e-04   5.94285812e-05   1.40091116e-02
    2.91469158e-03   8.60423088e-01]
 [  6.38874990e-05   2.48319367e-07   4.43355646e-07   2.79291635e-06
    4.76802292e-04   6.15767427e-02   7.12824249e-06   3.02863657e-04
    9.37397063e-01   1.71928972e-04]
 [  3.65802771e-05   7.91271134e-07   9.73591614e-06   3.52872871e-06
    1.64245248e-05   3.97078547e-05   9.99837160e-01   3.45762508e-09
    5.59085784e-05   1.29767216e-07]
 [  3.26098932e-04   1.15509065e-05   2.21844448e-06   2.56743492e-03
    4.66999598e-03   6.72165817e-03   2.78779839e-06   6.11618124e-02
    1.67250444e-04   9.24369216e-01]
 [  9.99399543e-01   2.42845005e-07   2.04123760e-04   1.18264079e-05
    8.15966814e-07   1.92320600e-04   1.07187290e-04   3.10169708e-06
    4.98662157e-05   3.09412935e-05]
 [  1.04260164e-06   9.88718271e-01   3.24708351e-04   2.39373519e-04
    1.63097429e-04   1.29467880e-04   6.26983761e-04   9.69737357e-06
    9.74552520e-03   4.18306372e-05]
 [  5.99983754e-03   2.44158582e-04   3.88417370e-03   5.65819442e-01
    1.27519015e-05   3.36432159e-01   1.73838578e-06   8.59018788e-02
    9.99322656e-05   1.60390115e-03]
 [  1.04318622e-06   3.76445450e-06   1.23491063e-05   4.97811852e-05
    1.77879781e-06   2.61119953e-06   1.22615182e-10   9.98002827e-01
    1.14421459e-06   1.92462082e-03]
 [  7.47553931e-05   9.66706812e-01   1.49561267e-03   8.35459214e-03
    1.28172908e-03   1.90106756e-03   2.28992896e-04   5.97747229e-03
    1.25707136e-02   1.40818942e-03]
 [  6.80150522e-04   3.08287213e-06   4.91873061e-06   6.76038340e-02
    2.08634958e-08   9.31409180e-01   5.23395465e-06   9.02499380e-07
    2.65850947e-04   2.69684006e-05]
 [  2.30400497e-06   1.98463317e-06   5.16921355e-05   1.07370242e-05
    9.84349966e-01   2.05823890e-05   4.96216262e-06   1.12428016e-03
    3.06104848e-05   1.44028896e-02]
 [  3.40885745e-05   9.94226277e-01   3.30498471e-04   8.58637504e-04
    6.54241885e-05   1.61737815e-04   1.00482204e-04   1.51115307e-03
    2.43025552e-03   2.81260000e-04]
 [  9.12535779e-06   5.87888411e-04   8.70949152e-05   8.67075682e-01
    1.11764923e-04   1.30277900e-02   3.85427512e-07   3.81687772e-03
    2.35273823e-04   1.15048058e-01]
 [  6.14586213e-07   4.13257538e-07   8.78067567e-07   3.73086368e-06
    1.08635845e-06   2.85385454e-06   3.59575619e-10   9.99415636e-01
    4.58670220e-05   5.28980279e-04]
 [  1.80154033e-02   9.85414590e-05   2.90392229e-04   2.38610577e-04
    8.17820954e-04   2.52083456e-03   9.75421488e-01   3.02935186e-05
    2.33580079e-03   2.30829275e-04]
 [  7.59763279e-05   2.83137324e-05   6.13443481e-05   1.18298014e-03
    3.37064080e-02   3.51750292e-04   1.15182283e-05   1.42316159e-03
    6.76588970e-04   9.62481976e-01]]
INFO:tensorflow:probabilities = [[  2.02665731e-04   2.13034200e-05   3.83843406e-04   2.11407430e-03
    3.14533636e-02   6.02719421e-03   4.95188069e-05   1.05734365e-02
    3.85760120e-03   9.45317030e-01]
 [  2.24758287e-06   3.56567767e-07   1.77428353e-06   8.64391986e-05
    9.11902264e-03   7.60560099e-04   5.41714485e-07   1.82441040e-03
    2.85801291e-03   9.85346675e-01]
 [  7.22149416e-05   4.07177686e-06   6.86454769e-07   1.77824677e-05
    6.21518166e-06   9.99806702e-01   1.59698338e-05   3.98337988e-06
    5.88751718e-05   1.36070776e-05]
 [  6.88528671e-05   1.89044135e-06   1.10970233e-02   2.16828194e-02
    6.79008554e-06   1.34563830e-03   1.15726953e-05   1.52602770e-05
    9.64963257e-01   8.06921104e-04]
 [  2.64375529e-04   7.93306043e-08   3.60419072e-05   8.74588441e-05
    5.69502998e-04   1.67870938e-04   1.11867962e-06   6.74920157e-03
    3.79542331e-03   9.88328934e-01]
 [  5.82792971e-04   1.10931637e-06   3.43649153e-05   2.98068026e-05
    9.37038839e-01   8.65028892e-03   3.95763091e-05   2.20459630e-03
    1.59001444e-02   3.55184488e-02]
 [  3.57419369e-03   4.85466226e-05   1.80791918e-04   1.44358713e-03
    1.78879331e-04   9.79472518e-01   1.45051191e-02   7.66314133e-06
    5.04933356e-04   8.38418564e-05]
 [  1.42683653e-04   9.92644548e-01   1.20233872e-03   8.99294042e-04
    1.16265575e-04   8.96718819e-04   8.06651777e-04   1.42181205e-04
    3.11580207e-03   3.32096824e-05]
 [  8.37458515e-07   3.05994414e-04   9.99193609e-01   2.38461929e-04
    4.22011759e-08   3.18053708e-06   2.00630765e-07   9.06995979e-07
    2.56447907e-04   2.76669056e-07]
 [  2.31791128e-05   2.49956287e-08   2.36959636e-06   1.35635404e-04
    1.56388080e-06   1.86533289e-05   1.72078474e-09   9.99032855e-01
    1.63561958e-06   7.84123258e-04]
 [  7.99028421e-05   9.94668901e-01   4.97370900e-04   2.09559686e-04
    3.18163911e-05   1.04451959e-04   1.32850232e-03   1.97177840e-04
    2.87304004e-03   9.24684991e-06]
 [  1.88514765e-04   9.89912570e-01   1.11560849e-03   1.67487538e-03
    9.72769922e-04   1.06784442e-04   3.26958159e-03   1.65052770e-03
    7.77381007e-04   3.31403222e-04]
 [  3.34433815e-03   2.61280275e-05   4.69121267e-04   7.04454482e-01
    2.54086754e-05   2.23421931e-01   2.99728745e-05   9.16650679e-05
    6.93045277e-03   6.12063967e-02]
 [  2.45226456e-05   6.32520653e-07   5.74548176e-06   3.39289545e-05
    2.04114258e-07   9.81936514e-01   5.63574031e-06   1.71175009e-06
    1.79890301e-02   1.94370728e-06]
 [  2.41153426e-02   3.27489019e-04   3.74122802e-03   6.66113570e-04
    2.42515723e-03   4.10002843e-03   1.15492527e-04   7.45489867e-03
    9.10411716e-01   4.66425456e-02]
 [  2.91219982e-03   3.48827499e-03   6.16642926e-03   8.50908831e-03
    6.58824691e-04   9.93718579e-03   6.56785502e-04   8.57493782e-04
    9.65203404e-01   1.61033287e-03]
 [  1.15399605e-04   1.22061567e-06   9.98859525e-01   2.91758799e-04
    9.99589247e-07   1.99676633e-05   3.59407313e-05   2.32959464e-05
    6.44189829e-04   7.72210933e-06]
 [  2.41700135e-08   5.20000210e-10   3.22016014e-08   7.21268822e-10
    9.99986291e-01   2.75175239e-06   3.47809134e-07   2.51012466e-06
    9.45879719e-07   7.20793832e-06]
 [  6.63235460e-06   3.04494314e-08   5.61898059e-06   3.19585437e-04
    2.48602805e-06   1.04724651e-03   8.84965232e-07   2.33574110e-06
    9.97393131e-01   1.22207636e-03]
 [  9.89948750e-01   1.47619485e-05   1.31032488e-03   1.51789887e-03
    4.30197360e-06   6.03538333e-03   2.96973973e-04   5.27739503e-05
    5.84350491e-05   7.60541181e-04]
 [  1.48740108e-03   2.74203392e-03   1.00765582e-02   9.07804489e-01
    1.39290616e-02   5.42715080e-02   1.32651487e-03   4.76925670e-05
    8.21534917e-03   9.94970615e-05]
 [  2.41596308e-06   1.14530276e-05   3.66262757e-05   1.04659656e-02
    1.76803861e-02   6.94759656e-05   5.12543124e-07   8.02614912e-03
    1.10249571e-03   9.62604463e-01]
 [  1.21942780e-04   3.02262045e-03   1.50149537e-03   1.65431440e-04
    5.26476069e-04   2.49776547e-03   9.89955544e-01   1.36147946e-06
    2.20135949e-03   5.88896364e-06]
 [  5.39820932e-04   4.96463315e-07   2.93522407e-05   4.14121518e-04
    1.27197973e-05   9.93161201e-01   1.40064958e-06   1.57629466e-03
    4.16555395e-03   9.90163098e-05]
 [  2.62399535e-05   1.46167457e-01   8.50426793e-01   2.35461327e-03
    2.68293170e-05   9.06555651e-05   1.23307444e-04   7.27656470e-06
    7.76670116e-04   1.62313739e-07]
 [  1.39002295e-04   9.97657180e-01   2.94532074e-04   1.74178262e-04
    2.43712697e-04   3.84161067e-05   8.94948316e-05   7.52827968e-04
    5.12927247e-04   9.74799113e-05]
 [  8.17476939e-06   2.70444474e-07   2.41837427e-07   2.44158527e-05
    6.17014945e-01   1.26001183e-02   2.99496537e-06   3.30651901e-03
    3.15940054e-03   3.63882780e-01]
 [  1.23044572e-06   2.28143858e-06   7.71459745e-05   9.98910785e-01
    5.48824516e-07   9.39418096e-04   3.47630049e-08   9.90594984e-08
    5.04192940e-05   1.81399755e-05]
 [  1.40947268e-05   4.99176804e-06   3.30668699e-04   3.87487886e-03
    3.28298711e-07   2.89878208e-05   2.80691737e-09   9.94895995e-01
    1.33199273e-05   8.36698455e-04]
 [  4.60850861e-04   4.05226865e-06   2.10767648e-05   5.69143740e-05
    6.17955811e-05   1.38730407e-02   3.38445420e-06   9.81505334e-01
    4.83092619e-04   3.53051187e-03]
 [  2.98558647e-04   5.99550949e-05   4.24289238e-03   1.14578090e-03
    6.81572407e-03   1.28169358e-02   2.85892114e-02   2.07811936e-05
    9.45776165e-01   2.33983606e-04]
 [  5.75192171e-05   1.83103612e-08   2.52367900e-05   1.35929440e-04
    5.77116589e-06   9.98683870e-01   3.26331792e-05   4.13908090e-08
    1.05705136e-03   1.87893409e-06]
 [  1.26231811e-03   2.16445711e-04   1.66545939e-02   2.22677802e-04
    9.12177920e-01   1.50825176e-03   9.13348558e-05   6.36589900e-02
    2.23838855e-04   3.98370856e-03]
 [  6.08416985e-06   2.15708496e-07   3.80597839e-06   7.57354283e-05
    1.71217194e-03   2.19602574e-04   6.43028883e-08   4.33551660e-03
    1.16015408e-05   9.93635178e-01]
 [  1.40870782e-06   6.81653837e-05   5.78681465e-05   1.73530611e-03
    8.43839462e-06   6.12753911e-06   4.50580817e-09   9.96508777e-01
    1.40490774e-05   1.59993081e-03]
 [  2.06061191e-06   4.96136181e-08   7.18172596e-05   1.51795160e-04
    2.89605494e-04   8.58806598e-05   2.60729934e-07   2.10327213e-03
    1.48593375e-04   9.97146666e-01]
 [  9.89291584e-06   9.88798082e-01   3.51419556e-04   2.74184160e-03
    1.81928149e-03   1.20358390e-03   1.21967529e-03   1.39399388e-04
    3.62902251e-03   8.77709754e-05]
 [  5.27464028e-04   7.01211502e-06   1.32313464e-04   8.90202136e-06
    1.81074720e-04   2.29342040e-05   9.97885287e-01   3.47446957e-07
    1.23135082e-03   3.27357770e-06]
 [  1.41493753e-02   7.23339544e-05   9.78251100e-01   2.55638757e-03
    6.94689061e-06   1.83340555e-04   1.27603678e-04   7.00218006e-05
    4.28839680e-03   2.94552126e-04]
 [  1.09187467e-03   3.61499156e-06   1.15913746e-03   1.02970091e-06
    1.26437235e-05   2.14339257e-03   9.95584071e-01   1.67353789e-07
    2.35626726e-06   1.75702087e-06]
 [  1.99625688e-03   8.14736086e-06   6.86071441e-03   7.57692084e-02
    4.60675918e-04   1.43803854e-03   1.68841725e-05   3.61314602e-02
    6.44232571e-01   2.33086035e-01]
 [  2.35426793e-04   2.73982869e-06   3.72254385e-06   3.65857221e-02
    1.71129511e-06   9.62357759e-01   7.18977617e-06   1.86686302e-05
    1.02262638e-04   6.84766565e-04]
 [  2.31002254e-04   3.00509953e-07   4.41407319e-05   1.52544033e-06
    1.11834852e-05   4.77312424e-05   9.99593914e-01   1.76828219e-09
    7.01938552e-05   2.92417131e-08]
 [  7.48007778e-06   4.41666862e-06   5.40489145e-06   2.18391957e-04
    2.01224629e-02   1.53672139e-04   8.18309672e-06   1.41509681e-03
    2.99613283e-04   9.77765262e-01]
 [  2.04197045e-06   4.79319979e-08   1.14503036e-05   5.44142331e-08
    9.30657279e-06   1.04355186e-05   9.99960542e-01   2.46326265e-10
    6.11790438e-06   2.58553996e-08]
 [  5.49607992e-01   5.28935914e-07   4.37829375e-01   3.71632678e-03
    6.09437348e-06   5.51614119e-03   5.27850534e-05   1.77081418e-03
    4.59401868e-04   1.04052713e-03]
 [  2.49232812e-06   4.53032129e-07   4.53217144e-05   2.42191788e-07
    2.62549966e-05   1.07923530e-04   9.99804437e-01   4.55573135e-09
    1.29157143e-05   5.24099768e-08]
 [  5.75186277e-04   1.77188838e-06   1.30371438e-04   9.23404992e-01
    1.19352803e-08   7.58740678e-02   4.75050257e-07   1.26100292e-06
    7.71072700e-06   4.21568757e-06]
 [  2.18826681e-05   3.49817310e-06   1.44873611e-05   6.48347242e-03
    2.93267658e-05   3.48034082e-03   1.54363988e-07   9.52138543e-01
    2.09507328e-02   1.68775097e-02]
 [  1.20843680e-07   7.76745424e-07   1.24257112e-05   7.28356895e-07
    9.96436000e-01   5.36792977e-05   2.24193791e-04   3.26543988e-04
    1.94127311e-03   1.00437843e-03]
 [  9.96638482e-05   4.30736918e-06   1.52899255e-03   1.22918468e-03
    3.10762582e-04   1.19409480e-04   3.40687666e-06   1.07010212e-02
    5.77375875e-04   9.85425830e-01]
 [  1.07999993e-02   1.36053941e-05   1.28331943e-04   2.11127382e-03
    1.62555464e-02   3.79146598e-02   1.59143659e-04   8.11019182e-01
    4.23034886e-04   1.21175244e-01]
 [  3.05147492e-03   1.65225036e-04   4.77056988e-02   3.40162292e-02
    2.50915444e-04   8.95458817e-01   9.51631367e-03   1.55725938e-04
    9.45338886e-03   2.26239805e-04]
 [  9.91824985e-01   1.07667199e-06   2.65541929e-03   6.09016046e-04
    2.44654910e-08   4.12744610e-03   2.71570229e-06   3.64667969e-04
    3.81969992e-04   3.25861438e-05]
 [  5.32338046e-04   3.25195515e-03   2.80317944e-02   4.03732508e-02
    2.68902630e-02   7.38734379e-03   1.02233910e-03   1.69333313e-02
    8.66210699e-01   9.36660822e-03]
 [  2.81935518e-05   1.75192099e-06   3.42129647e-06   1.87772021e-04
    9.57478523e-01   2.45200499e-04   6.01554202e-05   1.09676719e-02
    6.56381089e-05   3.09617706e-02]
 [  4.10830544e-04   4.50255466e-05   5.43607399e-04   2.00905674e-03
    2.48363540e-01   4.43916442e-03   3.44923348e-04   1.77885145e-02
    2.73691188e-03   7.23318398e-01]
 [  5.12378108e-07   1.18966900e-05   1.06108608e-04   9.95467305e-01
    3.33773443e-07   1.74617989e-03   7.77824823e-07   1.38522432e-06
    2.63449247e-03   3.08703238e-05]
 [  9.99545038e-01   3.42935706e-08   1.92200532e-05   1.74023909e-04
    1.56567506e-08   2.28412639e-04   7.78686115e-07   6.69410065e-06
    9.45298325e-07   2.49381283e-05]
 [  6.49451977e-04   2.78129801e-03   7.06474409e-02   6.58266060e-03
    3.87768378e-03   1.02390377e-02   4.79770377e-02   2.01536986e-05
    8.57203603e-01   2.16218850e-05]
 [  7.59025133e-05   2.55150262e-05   5.19238994e-04   1.40515342e-01
    3.33127468e-06   8.31801165e-03   6.47068955e-05   4.73009277e-06
    8.50410163e-01   6.30724171e-05]
 [  1.68673741e-03   7.52036199e-02   3.75653297e-01   3.70771512e-02
    6.41107792e-03   3.42813553e-04   5.02290070e-01   6.47738707e-05
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    6.63533749e-04   3.99676152e-03]
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    9.53669250e-01   1.71719876e-04]
 [  9.99945641e-01   8.21986368e-10   8.14891609e-06   3.23903555e-06
    9.64612973e-11   3.62838036e-05   2.43604017e-08   2.68830377e-06
    2.97372071e-06   1.10980875e-06]
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    9.98441994e-01   7.83958094e-05   4.90290040e-05   5.08723542e-06
    4.03047816e-05   1.38142915e-03]
 [  6.21203721e-01   3.34712560e-08   4.70340281e-04   1.42449068e-07
    8.60453184e-08   1.02758655e-04   3.78201455e-01   3.89184374e-09
    2.15631026e-05   1.77280963e-08]
 [  3.91784735e-04   1.54690568e-07   7.68432437e-06   2.83431655e-05
    1.22109850e-04   3.10864125e-04   4.70524441e-07   9.98593390e-01
    3.69066074e-05   5.08285244e-04]
 [  1.41138607e-03   1.92139778e-05   1.52297486e-02   1.01471972e-02
    4.82502335e-04   6.80635637e-03   3.53772491e-02   7.95017684e-07
    9.30428684e-01   9.69210232e-05]
 [  7.31542605e-05   2.93547346e-05   3.05606518e-03   1.70855201e-05
    3.77660581e-05   7.52976193e-05   5.70562188e-05   1.41794299e-04
    9.96446669e-01   6.57971177e-05]
 [  5.86095790e-04   5.16286455e-02   3.61411687e-04   3.47545114e-03
    6.82705522e-01   9.51689016e-03   6.06620172e-03   1.15201280e-01
    2.31876802e-02   1.07270852e-01]
 [  4.31213357e-06   1.23310701e-06   1.41413020e-05   3.27852973e-07
    5.12682076e-04   1.12389926e-05   9.99437153e-01   5.24894475e-08
    1.79269864e-05   1.10922861e-06]]
INFO:tensorflow:global_step/sec: 157.086
INFO:tensorflow:loss = 0.222593, step = 14501
INFO:tensorflow:probabilities = [[  8.82104447e-04   9.83174145e-01   1.33701193e-03   3.85694526e-04
    4.67953651e-04   1.52123976e-04   3.64672160e-03   2.09881851e-04
    9.63008124e-03   1.14272923e-04]
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    9.14540069e-05   7.38311030e-07]
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    1.73078399e-04   9.98760223e-01]
 [  2.22897397e-05   1.99612496e-05   9.34351992e-05   4.64930577e-04
    1.67774779e-05   1.67960883e-04   1.15810471e-05   3.30780790e-06
    9.97844815e-01   1.35501765e-03]
 [  3.33136111e-01   2.35996122e-04   7.09083676e-03   4.65873659e-01
    8.13976949e-05   4.20721481e-03   1.44965027e-03   1.25798897e-03
    9.76186246e-02   8.90484080e-02]
 [  1.72075324e-05   9.97127831e-01   1.25994178e-04   7.52793159e-04
    3.40749430e-05   1.91671024e-05   2.51151305e-05   5.11494232e-04
    1.31053908e-03   7.58062670e-05]
 [  9.76681913e-05   3.44923983e-08   1.42046538e-05   1.24965563e-05
    1.70458143e-03   8.44854439e-05   4.81984171e-06   7.12755253e-04
    2.35845891e-05   9.97345388e-01]
 [  9.99885321e-01   6.99707098e-11   1.18842108e-05   1.59378742e-05
    8.74111505e-10   8.49827338e-05   8.15456929e-07   7.55764518e-08
    2.73919170e-07   6.47232014e-07]
 [  8.46252879e-05   8.03859257e-06   4.90605016e-04   9.94368093e-05
    9.69596565e-01   3.52091447e-05   9.31931718e-05   1.29645295e-03
    1.26717554e-04   2.81691700e-02]
 [  3.27419490e-04   9.86949131e-02   3.90759297e-03   1.32519519e-02
    1.61234624e-04   8.58542264e-01   3.89890629e-03   4.61305957e-04
    2.06741020e-02   8.03796720e-05]
 [  9.99994993e-01   1.75016973e-10   1.98893008e-06   1.17223044e-06
    8.99792255e-11   1.69643931e-06   7.67155584e-09   4.02837053e-09
    8.29741822e-08   1.91667393e-08]
 [  2.60025377e-06   3.21334603e-09   6.11958058e-08   5.47402306e-06
    3.76041222e-04   2.34113613e-04   7.06323675e-08   9.88814414e-01
    4.70318082e-05   1.05201285e-02]
 [  2.11411543e-06   6.99044103e-05   9.87668682e-05   4.11133224e-04
    1.35406003e-06   1.27945468e-05   9.09589737e-09   9.98067319e-01
    6.98910153e-05   1.26681302e-03]
 [  4.22045923e-06   1.87215686e-04   5.24542877e-04   1.10477442e-03
    5.98909673e-06   7.45714497e-05   1.98784758e-08   9.96210575e-01
    5.38823137e-04   1.34931318e-03]
 [  2.39359518e-03   5.08168632e-05   1.89575265e-04   1.82665866e-02
    3.62808241e-05   4.21020947e-02   1.87812635e-04   1.86094076e-06
    9.36115742e-01   6.55643351e-04]
 [  4.36152959e-06   2.29647412e-04   8.03351650e-05   9.98941958e-01
    1.63816749e-05   5.65634808e-04   1.72457680e-06   1.09801044e-06
    1.39677562e-04   1.91354502e-05]
 [  1.60041694e-02   2.41183385e-04   1.80530202e-04   4.69189486e-04
    7.74631975e-04   7.16263428e-02   9.09062445e-01   3.15784814e-06
    1.41299935e-03   2.25387455e-04]
 [  4.31368710e-04   3.11092241e-04   3.82114842e-04   9.65636194e-01
    2.28531171e-05   2.87644304e-02   1.10871679e-05   1.69420837e-05
    2.38466635e-03   2.03938736e-03]
 [  8.45828765e-07   9.03203818e-06   5.86305505e-05   4.94271750e-03
    1.02755956e-04   7.72781823e-06   7.43485717e-09   1.85933262e-01
    1.75894398e-04   8.08769107e-01]
 [  2.77641341e-08   1.82342561e-07   9.99872327e-01   1.03852319e-04
    3.22004334e-09   9.31750819e-08   1.12299364e-10   2.29144807e-05
    5.50919935e-07   3.97185076e-08]
 [  2.29798563e-04   9.90516126e-01   3.28364811e-04   2.86195078e-03
    3.69544694e-04   4.27754188e-04   3.41733219e-04   7.34376721e-04
    3.23694060e-03   9.53335140e-04]
 [  6.33985758e-01   3.04358196e-07   1.89849656e-04   3.42743634e-03
    5.40044539e-07   7.13627599e-03   1.54565498e-07   4.99248225e-03
    3.95860319e-04   3.49871367e-01]
 [  1.50413907e-04   9.96574163e-01   6.10782241e-04   2.12064406e-04
    5.40641777e-04   2.70668479e-05   2.02384152e-04   2.26536315e-04
    1.31304178e-03   1.42892924e-04]
 [  5.58525562e-01   9.18529090e-03   6.19727559e-02   7.45251263e-03
    1.76030080e-04   3.10783088e-02   3.09636772e-01   1.02073236e-05
    2.19561011e-02   6.48186096e-06]
 [  7.00728488e-05   6.83968483e-06   2.16167085e-04   4.55904898e-04
    9.67759073e-01   4.24279890e-04   1.60117561e-04   7.62786658e-04
    4.18420881e-04   2.97262799e-02]
 [  6.67811491e-06   1.89569050e-06   1.11440677e-05   5.77724168e-05
    6.88593957e-07   3.72290669e-05   1.95615897e-08   9.99815762e-01
    1.54816667e-06   6.73367394e-05]
 [  1.29886976e-04   7.21406133e-04   4.33749694e-04   8.41778889e-03
    1.75611675e-02   4.05045552e-03   2.04512675e-04   2.89252657e-03
    7.21767778e-03   9.58370805e-01]
 [  7.55544286e-04   5.00786642e-04   7.48492002e-01   5.63210957e-02
    2.51140278e-07   4.15142742e-04   1.39720923e-05   2.04280104e-06
    1.93486571e-01   1.24476255e-05]
 [  3.81117497e-05   1.22510159e-04   1.45079615e-03   3.43698775e-05
    3.51581024e-04   1.31622975e-04   9.97443438e-01   2.60755928e-06
    4.13291971e-04   1.16410210e-05]
 [  4.13771462e-09   4.53076354e-05   9.99879122e-01   6.85594496e-05
    7.77417908e-10   1.93773335e-08   6.90946945e-06   5.06087568e-11
    6.87963038e-08   4.49737768e-13]
 [  9.99953151e-01   2.50786503e-09   2.53615472e-05   2.28820363e-06
    3.42567645e-08   6.45052251e-06   8.37485095e-06   9.57043866e-08
    2.75597085e-06   1.53464430e-06]
 [  6.74839248e-05   3.84586630e-04   5.81255845e-05   2.79135210e-03
    7.44758397e-02   3.28290276e-03   1.48833215e-05   4.27434640e-03
    7.72297848e-04   9.13878143e-01]
 [  1.14829384e-03   3.50579066e-05   9.16874444e-04   2.03333120e-03
    2.42499955e-05   2.91800738e-04   1.27068415e-04   1.12875277e-05
    9.94339049e-01   1.07291818e-03]
 [  3.77372294e-06   3.29245231e-05   2.46046784e-06   8.48304171e-06
    7.51108309e-05   2.01122366e-05   1.92388079e-08   9.89375830e-01
    2.66198749e-05   1.04547106e-02]
 [  3.88889157e-06   3.59267887e-07   4.56422626e-04   1.27538533e-06
    1.62899334e-04   2.46816810e-04   9.98480618e-01   6.15019191e-09
    6.46763947e-04   9.96297445e-07]
 [  1.46473631e-05   2.62293469e-07   8.02344875e-05   3.86074462e-05
    1.51727340e-06   1.18874696e-05   2.17024535e-06   7.33030561e-07
    9.99777019e-01   7.29900567e-05]
 [  8.64599224e-06   1.46877414e-06   1.53536952e-04   2.19701565e-06
    2.20902404e-03   1.67844173e-05   9.97578084e-01   2.26387874e-06
    1.98182624e-05   8.21415506e-06]
 [  1.30331912e-03   5.37341654e-01   2.48634326e-03   1.91068221e-02
    1.88359767e-02   1.93883851e-02   4.82679950e-03   2.30297986e-02
    1.91726446e-01   1.81954503e-01]
 [  5.67904635e-06   9.98943508e-01   8.04295705e-05   2.73577258e-04
    6.67556060e-06   1.27275907e-05   6.36983095e-05   3.47431560e-05
    5.70106728e-04   8.98335929e-06]
 [  1.31084744e-05   6.07352888e-07   7.75465105e-06   7.01355108e-04
    1.69335863e-06   9.10902600e-05   8.47918358e-09   9.99105632e-01
    4.92733216e-06   7.38009112e-05]
 [  6.22110804e-07   5.11759765e-07   2.83649773e-04   1.06817834e-05
    9.44061875e-01   3.90609202e-04   1.53634508e-04   2.88417941e-04
    3.65832122e-04   5.44441491e-02]
 [  1.82791642e-04   9.87946212e-01   3.73286684e-03   3.06855596e-04
    5.92373472e-05   2.49204404e-05   2.69366225e-04   3.56670207e-04
    6.97729038e-03   1.43858037e-04]
 [  3.65967193e-04   5.62983379e-03   2.46081334e-02   3.51368845e-03
    7.44924247e-02   2.04452476e-03   8.75104010e-01   1.02607743e-03
    1.30003691e-02   2.14984306e-04]
 [  4.51234198e-04   3.44527308e-07   6.53471670e-06   3.92665068e-04
    2.23962132e-07   6.16498815e-04   3.58849910e-08   9.97110367e-01
    1.24274457e-05   1.40959269e-03]
 [  6.67145289e-03   1.61801875e-01   1.80072885e-03   1.99163565e-03
    1.07402122e-03   2.10836515e-01   9.63778142e-03   1.26637681e-03
    6.04784667e-01   1.35025941e-04]
 [  3.15317379e-06   3.86198984e-08   8.02003868e-08   4.67516802e-05
    1.66750579e-05   7.93977088e-05   1.78114554e-08   9.99641418e-01
    2.06783125e-06   2.10416998e-04]
 [  3.44219181e-04   5.36423022e-06   6.83600316e-03   2.59416789e-04
    4.22216362e-05   1.26613653e-04   2.00977902e-05   9.16599020e-05
    9.90344942e-01   1.92943204e-03]
 [  1.21088724e-05   2.30885344e-04   2.18749876e-04   2.52765349e-05
    9.89676893e-01   2.34867955e-04   9.02909692e-03   6.72942906e-06
    8.87243732e-05   4.76648594e-04]
 [  1.76832099e-02   7.54680877e-05   6.19065277e-02   9.08526301e-01
    3.74488409e-05   4.47508181e-03   7.26813357e-03   1.47433047e-06
    2.44875155e-05   1.87234730e-06]
 [  1.38046045e-04   1.71126928e-02   8.52524303e-03   7.91145027e-01
    4.46193037e-04   5.13990317e-03   1.18076177e-05   2.02391706e-02
    1.54129997e-01   3.11201951e-03]
 [  9.99947309e-01   5.91205085e-09   2.58696473e-05   2.47185471e-06
    4.30212727e-10   1.84482233e-05   4.52730819e-06   6.86685464e-09
    1.29196349e-06   1.45528629e-08]
 [  4.78302136e-05   3.41691557e-05   2.87126109e-04   3.06357950e-04
    5.71265176e-04   1.94166717e-03   1.62424869e-04   5.39739449e-05
    9.96274352e-01   3.20939464e-04]
 [  4.36758310e-05   6.35488050e-07   2.43043451e-05   2.15780616e-04
    1.91822551e-07   6.61470403e-06   1.82070195e-07   6.39747350e-06
    9.99465764e-01   2.36521286e-04]
 [  1.00637414e-03   2.94060046e-05   2.52531143e-03   9.95471001e-01
    2.15081150e-06   2.56057392e-04   7.69789153e-07   2.51841993e-04
    1.21794561e-04   3.35379329e-04]
 [  8.85418733e-04   3.65524738e-06   6.76139956e-04   4.39279858e-04
    3.43671218e-02   1.78953668e-03   6.84856786e-05   6.15074076e-02
    7.92636129e-05   9.00183678e-01]
 [  2.02990122e-04   9.60598409e-01   2.87944614e-03   1.66095104e-02
    3.19607876e-04   1.32298283e-03   1.02599640e-03   1.31245132e-03
    1.36689581e-02   2.05965666e-03]
 [  4.02291818e-03   1.21516575e-06   3.94015296e-06   4.30779811e-03
    4.56198977e-05   5.04552782e-01   7.86647121e-08   1.37822255e-01
    7.06672494e-04   3.48536700e-01]
 [  8.63572568e-05   9.95561713e-04   2.67260685e-03   1.88537070e-03
    5.01120448e-05   1.62571887e-04   1.70158546e-06   9.36217308e-01
    6.40451268e-04   5.72879165e-02]
 [  9.11752140e-05   6.67261702e-06   8.80906882e-05   7.21128075e-04
    1.80409359e-06   1.00375747e-03   2.94327560e-06   2.11184783e-06
    9.98065174e-01   1.71093561e-05]
 [  6.39229427e-07   6.61987964e-10   1.48746100e-08   1.24004271e-06
    1.40621751e-07   2.25665917e-06   7.53751315e-12   9.99863625e-01
    4.03906228e-07   1.31750086e-04]
 [  2.30069691e-05   6.76705622e-06   1.62009848e-03   7.34299610e-05
    1.72565444e-04   7.87373097e-07   2.73684947e-07   9.82447922e-01
    2.07604913e-04   1.54474471e-02]
 [  9.99192417e-01   1.33076161e-09   3.00527199e-06   4.28018939e-06
    4.80335245e-07   6.94398943e-04   1.02804617e-04   1.34139657e-06
    5.14929468e-07   8.36021172e-07]
 [  2.03762102e-05   1.68578629e-06   4.70078339e-05   7.04755832e-04
    1.16018964e-06   9.92761416e-05   4.40814185e-09   9.98759389e-01
    5.34688297e-06   3.60948703e-04]]
INFO:tensorflow:probabilities = [[  1.47177925e-04   2.94715515e-04   2.57174630e-04   1.45475378e-05
    3.22657106e-05   9.94887531e-01   1.05814554e-03   7.53942277e-06
    3.29003693e-03   1.08350587e-05]
 [  2.27582841e-05   2.10804756e-05   5.76074854e-05   4.45483398e-04
    4.49886866e-04   7.62717274e-04   7.87834722e-08   9.72380161e-01
    1.84597113e-04   2.56756209e-02]
 [  9.21907667e-06   9.98335183e-01   1.13571972e-04   3.40792758e-04
    4.17321753e-05   8.57374107e-06   3.91162102e-05   3.19067127e-04
    6.36127312e-04   1.56580514e-04]
 [  1.02381267e-01   4.18288447e-03   9.07797888e-02   1.64632387e-02
    1.88288137e-01   5.40444404e-02   4.62388024e-02   3.16509932e-01
    1.51223540e-02   1.65989190e-01]
 [  5.33425002e-08   6.49999663e-07   2.48583729e-05   9.99958038e-01
    4.55720539e-07   8.80107746e-06   3.68245812e-09   1.10191911e-06
    5.19228888e-06   7.86099122e-07]
 [  5.87818249e-05   2.48624850e-03   9.86172259e-01   8.53592716e-03
    1.75589201e-04   1.61058895e-04   3.89773893e-04   7.52179185e-04
    1.20262441e-03   6.53136085e-05]
 [  3.35804725e-05   1.40171801e-03   9.52794731e-01   4.39615874e-03
    4.07190342e-03   5.87842893e-04   4.87899160e-05   3.61886211e-02
    9.95968512e-05   3.76998447e-04]
 [  2.44878356e-06   2.60245287e-07   4.85493274e-07   7.06901460e-07
    8.48328769e-01   5.11797727e-04   2.36708394e-04   5.14771928e-05
    1.48432791e-01   2.43447884e-03]
 [  5.56819032e-06   2.44108401e-06   8.77332466e-04   1.06167719e-02
    1.10113042e-07   8.61605167e-06   1.54685209e-09   9.81355011e-01
    1.82957065e-05   7.11591123e-03]
 [  2.61334842e-03   1.02212565e-04   2.16849643e-04   5.83065965e-04
    1.07666606e-03   1.01873279e-02   9.83855069e-01   2.86498766e-06
    1.08947535e-03   2.73173180e-04]
 [  1.32752501e-03   3.08521339e-05   2.01321564e-05   1.32669404e-04
    7.21958354e-02   4.62976471e-03   2.64474625e-06   7.32551336e-01
    2.61830777e-04   1.88847482e-01]
 [  4.84813563e-06   8.28380780e-06   2.53837186e-07   2.47101580e-05
    8.07007200e-06   9.98799324e-01   1.74613215e-05   1.65387246e-06
    1.11770839e-03   1.75928180e-05]
 [  1.75434092e-04   4.58734894e-06   1.15987414e-05   1.85388210e-03
    2.18651603e-05   9.96672988e-01   1.06708874e-04   1.50703647e-06
    1.76235641e-04   9.75262839e-04]
 [  2.56488249e-02   1.12490545e-06   4.89160360e-04   3.40784231e-06
    6.73489587e-04   2.42162525e-04   9.72793460e-01   1.24284998e-05
    8.51353179e-05   5.08523772e-05]
 [  1.42428519e-06   6.09634571e-06   4.41521499e-03   4.32173312e-02
    9.45354477e-05   1.64631801e-05   1.94268935e-07   9.47690785e-01
    4.81158349e-05   4.50994633e-03]
 [  1.72220804e-02   3.32750170e-03   8.81135406e-04   6.83305878e-03
    5.38670179e-03   1.82527713e-02   9.40875947e-01   2.32041984e-05
    6.71047205e-03   4.87070647e-04]
 [  9.51000154e-01   3.77148041e-07   5.80439752e-04   1.25451945e-03
    1.05146006e-04   4.73483000e-03   1.13074420e-05   4.10846919e-02
    4.30840009e-06   1.22421270e-03]
 [  4.13736125e-05   4.94714259e-05   1.13364777e-05   2.03553689e-04
    6.74953044e-04   1.81016605e-03   1.65882057e-06   9.52581584e-01
    2.84296082e-04   4.43415716e-02]
 [  4.20604422e-08   8.71189343e-08   1.94425706e-06   9.25801587e-08
    9.99867797e-01   5.81132508e-06   2.92338773e-05   9.66106290e-06
    7.19233594e-06   7.82140705e-05]
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    1.16281398e-03   1.44198828e-04]
 [  1.30113349e-05   9.91549859e-06   5.33675328e-02   1.83686579e-03
    9.32987809e-01   8.71738448e-05   1.34557049e-04   2.08695815e-03
    7.32740009e-05   9.40287393e-03]]
INFO:tensorflow:global_step/sec: 156.273
INFO:tensorflow:loss = 0.146092, step = 14601
INFO:tensorflow:probabilities = [[  6.18100330e-06   9.96658206e-01   9.52353657e-05   5.13310661e-05
    1.68804872e-05   1.30466424e-05   2.16910921e-04   2.31444246e-05
    2.91271997e-03   6.16604257e-06]
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    9.69779491e-01   3.82407976e-04]
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    9.03778928e-05   1.24113342e-07]
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    2.35156640e-05   4.07519809e-04]
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    2.24028006e-02   9.99331623e-02]
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    1.54299942e-05   3.66907363e-04]
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    1.18916731e-04   2.20328657e-05]
 [  1.15855255e-05   9.13325948e-06   9.93609938e-05   1.38204928e-06
    9.97352481e-01   1.58631752e-04   9.52398928e-04   1.46046601e-04
    6.23652944e-04   6.45350956e-04]
 [  2.75474827e-06   1.05057961e-05   4.34354879e-05   9.97825682e-01
    3.12427431e-07   1.15332555e-03   4.08667340e-08   1.28525585e-06
    4.46443097e-04   5.16139669e-04]
 [  4.11675283e-04   5.73402387e-04   3.24069668e-04   1.43268320e-04
    9.37210745e-04   4.70154686e-03   9.88478363e-01   3.92366474e-07
    4.42216499e-03   8.01786337e-06]
 [  6.42178702e-06   1.02955448e-06   4.58986460e-06   1.70102343e-04
    5.04116341e-02   6.25403505e-03   5.77801302e-06   6.61140948e-04
    1.01446372e-03   9.41470742e-01]
 [  9.99201119e-01   5.23755546e-08   3.60671955e-04   1.24207909e-05
    5.20207032e-05   2.30663536e-05   2.55457300e-04   6.75605916e-05
    4.97083010e-06   2.26777956e-05]
 [  1.94642780e-05   9.92146909e-01   5.16274922e-05   3.14337725e-04
    9.81496414e-05   3.00549618e-06   3.54937333e-06   7.09660817e-03
    1.56792128e-04   1.09403023e-04]
 [  8.94893310e-04   1.73493999e-03   2.96917278e-03   4.50436883e-02
    8.97737686e-04   1.03149442e-02   4.49356018e-03   2.68049334e-04
    9.31049705e-01   2.33333698e-03]
 [  1.02691649e-06   4.77288722e-07   6.45209320e-06   1.60280706e-05
    9.66872692e-01   1.31330171e-05   2.63932525e-05   9.37948880e-06
    1.08688080e-04   3.29457596e-02]
 [  1.78431266e-03   9.96836461e-04   9.67537701e-01   2.81398911e-02
    2.09207741e-07   3.72042181e-04   3.54380318e-04   2.89253165e-07
    8.14158004e-04   1.01543222e-07]
 [  1.79494411e-04   1.18457340e-03   1.34924543e-03   2.83675245e-03
    9.40788150e-01   6.53093960e-03   2.60231621e-03   2.72321468e-03
    7.60213519e-03   3.42030488e-02]
 [  2.42693204e-05   6.30503655e-06   9.92603481e-01   3.69984249e-04
    2.12089764e-03   3.29627164e-06   4.94209125e-05   2.92049535e-03
    1.54982350e-04   1.74690853e-03]
 [  3.07498885e-05   9.94494855e-01   6.27150876e-04   3.33300675e-04
    1.74650166e-03   5.82751818e-05   1.59393981e-04   6.81785168e-04
    1.80290581e-03   6.50354632e-05]
 [  1.07665407e-03   2.57517735e-04   2.19484163e-03   2.74371141e-05
    9.82334256e-01   3.44059954e-04   1.18015651e-02   3.45267239e-04
    3.69523943e-04   1.24893873e-03]
 [  6.98830661e-07   1.00938701e-06   1.98541375e-06   1.65374309e-04
    5.96655183e-04   1.56439084e-04   4.94282304e-08   2.95029441e-03
    7.71782725e-05   9.96050298e-01]
 [  1.43254845e-04   1.01296118e-05   1.74732897e-02   9.26480234e-01
    1.55440048e-07   2.04482265e-02   9.64681774e-08   6.07516768e-06
    3.53683159e-02   7.02167454e-05]
 [  1.20297764e-05   4.06043654e-07   4.70268901e-07   4.98624140e-05
    2.58773980e-06   9.99503613e-01   9.09895098e-05   1.03654554e-06
    2.48740689e-04   9.00361192e-05]
 [  3.73850271e-05   2.14302017e-05   9.22854633e-06   7.00409291e-04
    1.53289683e-08   6.22344157e-03   1.54499546e-07   3.84036066e-05
    9.92953718e-01   1.58050934e-05]
 [  4.11085464e-04   2.63027992e-04   9.89615083e-01   8.68745986e-03
    1.21099049e-07   4.97279188e-06   6.87247621e-07   9.77747492e-04
    3.19901737e-05   7.84606618e-06]
 [  5.90842159e-04   1.24030266e-04   2.36327942e-05   2.02027615e-04
    1.71615247e-05   9.93560314e-01   1.28936896e-04   1.04140890e-04
    5.17741684e-03   7.14604103e-05]
 [  9.95021462e-01   1.33961532e-06   5.81166765e-04   1.06115513e-04
    1.30454673e-05   6.09679148e-04   3.39472177e-03   2.33947576e-05
    2.24217176e-04   2.48851429e-05]
 [  4.62271998e-07   1.27115050e-06   2.32771054e-05   9.99478519e-01
    7.70121189e-10   4.95716406e-04   2.49302001e-08   1.03074695e-08
    6.80527023e-07   1.56900573e-08]
 [  9.99472201e-01   2.74913905e-08   1.71810330e-04   9.63881121e-06
    6.18161494e-07   1.47356486e-05   1.01663660e-04   4.65207850e-05
    1.65976802e-04   1.68855167e-05]
 [  7.45448506e-06   9.99336779e-01   3.98116790e-05   1.71517269e-04
    3.32069467e-05   7.05940693e-06   5.00587666e-05   7.97753310e-05
    2.45759089e-04   2.85113401e-05]]
INFO:tensorflow:probabilities = [[  2.23411145e-04   2.95453879e-06   1.11402630e-06   7.79556227e-04
    4.24474047e-06   9.98731673e-01   1.35247419e-05   1.02918045e-06
    2.31352620e-04   1.10618203e-05]
 [  7.05428945e-04   1.73795506e-05   1.01964056e-01   3.02387476e-01
    1.07351392e-04   1.03614130e-03   6.43477470e-05   5.85438916e-03
    5.55576384e-01   3.22871357e-02]
 [  2.24697033e-07   2.10876465e-07   4.30467662e-06   9.22564595e-06
    1.14099130e-08   4.27764036e-07   4.84950578e-12   9.99972105e-01
    3.38049887e-07   1.30895733e-05]
 [  9.98373747e-01   3.46310998e-07   3.10996293e-05   8.56644707e-04
    7.69696044e-07   5.99035528e-04   7.65085497e-05   6.76465243e-06
    5.48176504e-05   2.09967553e-07]
 [  9.64233637e-01   1.03406364e-05   3.29684690e-02   1.29238557e-04
    4.92233448e-05   7.82249786e-04   5.30349731e-04   1.12658527e-04
    3.28391616e-04   8.55556573e-04]
 [  7.82035524e-04   7.67274320e-01   2.88112415e-03   2.17296015e-02
    5.94870304e-04   3.44305718e-03   3.66965280e-04   1.77439064e-01
    7.90686999e-03   1.75820235e-02]
 [  2.69286851e-08   5.31367026e-04   9.99329805e-01   1.28600805e-04
    2.10549175e-07   7.24007577e-07   1.34293919e-06   1.54977329e-07
    7.69393864e-06   1.02320885e-09]
 [  7.13991685e-05   9.14382213e-07   8.70856238e-05   2.49045814e-04
    2.77648678e-06   5.90096533e-05   9.22511401e-09   9.87112582e-01
    9.59050594e-05   1.23213213e-02]
 [  3.55489874e-07   1.52503230e-06   7.90170161e-04   2.52091036e-06
    2.38105422e-03   2.43683353e-05   9.96721566e-01   7.02530443e-08
    7.82673669e-05   3.09784625e-08]
 [  7.65764489e-05   9.95402098e-01   1.45851390e-03   9.77360178e-04
    2.16897402e-04   1.37001509e-04   3.92324466e-04   8.90067546e-04
    3.91840789e-04   5.72839126e-05]
 [  3.18969192e-04   1.96145908e-08   1.90861238e-06   1.60931405e-02
    7.49271339e-06   9.79191005e-01   8.34644766e-07   2.56017629e-05
    9.71093687e-05   4.26400965e-03]
 [  1.01765146e-07   7.58008991e-06   2.78949155e-05   9.92603362e-01
    2.27243902e-07   2.54568498e-04   1.38614906e-08   4.85312718e-04
    6.54458115e-03   7.64514261e-05]
 [  1.85756491e-07   4.17930011e-08   2.02514215e-07   5.19693958e-06
    9.96442258e-01   1.31387123e-05   2.98953410e-07   4.26165498e-05
    1.11591489e-05   3.48476414e-03]
 [  6.24067980e-07   1.30079210e-08   5.47718173e-06   2.64655573e-05
    9.51641210e-10   6.16950899e-07   2.10424148e-12   9.99656558e-01
    1.63787115e-06   3.08531075e-04]
 [  1.92055923e-05   5.56592749e-06   1.38534269e-05   3.20916809e-02
    5.85280122e-06   9.55023766e-01   2.67008891e-05   2.31717218e-06
    9.06609930e-03   3.74494819e-03]
 [  3.40683007e-04   2.16425246e-06   4.15799674e-04   1.66018606e-06
    1.96421123e-03   6.33534335e-04   2.11644880e-02   7.68799728e-05
    9.75370288e-01   3.02873650e-05]
 [  5.64744987e-05   9.95663345e-01   9.24269669e-04   9.65950603e-04
    2.36545879e-04   1.77757029e-04   1.42969438e-04   5.62273781e-04
    1.01228256e-03   2.58034823e-04]
 [  1.67260150e-04   3.26318172e-04   1.68472738e-03   3.50674381e-04
    9.70564127e-01   2.16419064e-03   2.72694556e-03   6.85449748e-04
    2.29807978e-04   2.11006161e-02]
 [  6.28571375e-04   2.21983530e-03   1.18715187e-04   7.10788488e-01
    7.80847840e-05   1.20750457e-01   1.59356387e-05   1.75949666e-04
    7.61167100e-03   1.57612160e-01]
 [  1.15568087e-04   1.08579588e-05   3.84855956e-01   4.57926653e-04
    2.49882182e-03   2.45692179e-04   3.77662727e-05   5.84901512e-01
    1.06838439e-02   1.61920451e-02]
 [  9.99981999e-01   1.23458535e-10   9.17102443e-06   2.53284247e-06
    8.69802275e-09   1.33120693e-06   6.49014794e-07   2.46441527e-06
    3.88170321e-07   1.54664565e-06]
 [  1.18222575e-04   1.31921639e-04   2.05330434e-03   1.73200810e-04
    9.66346681e-01   1.77593727e-03   5.48406178e-03   7.60591961e-03
    1.30192807e-03   1.50088146e-02]
 [  1.98950269e-03   7.49791752e-06   1.78287714e-03   1.37290417e-03
    6.79307282e-02   1.07275797e-02   8.52417725e-05   1.00104310e-01
    7.43639562e-03   8.08562994e-01]
 [  2.32667589e-05   7.29302689e-02   6.28804788e-02   9.16877203e-03
    2.80871463e-04   1.20005989e-02   2.22060116e-04   2.04890457e-05
    8.42448175e-01   2.50233679e-05]
 [  5.22966502e-06   5.33870605e-07   2.95055133e-06   1.11204128e-04
    4.58035339e-03   8.68084535e-05   1.74305967e-06   6.63467159e-04
    1.11096539e-04   9.94436622e-01]
 [  2.84559443e-04   1.79880633e-04   4.84082848e-03   1.21982326e-03
    8.49020854e-02   5.16684551e-04   1.66441561e-04   2.07581878e-01
    7.90176820e-03   6.92405999e-01]
 [  5.32496017e-07   2.11785618e-07   6.47685795e-07   9.79032393e-06
    1.50769517e-06   9.99487758e-01   4.32949455e-04   7.19856397e-11
    6.63233150e-05   7.09270509e-08]
 [  1.64961075e-05   2.02207648e-05   2.59797438e-04   2.71649362e-04
    9.17789293e-06   1.73281383e-04   3.05408903e-05   1.17452555e-05
    9.99027848e-01   1.79238908e-04]
 [  9.45521606e-07   3.43089512e-09   4.57051534e-08   4.03067452e-06
    7.24124675e-07   2.27248529e-05   3.87728287e-11   9.98966336e-01
    1.07672584e-07   1.00509892e-03]
 [  3.95458443e-07   2.69528783e-07   1.84444489e-05   9.99172747e-01
    9.47392437e-07   1.55663700e-04   7.64412089e-09   6.92650337e-06
    1.65518839e-04   4.79039678e-04]
 [  7.78204708e-07   3.25403789e-06   1.85336539e-05   9.99184430e-01
    3.41668638e-10   7.87682191e-04   9.78981674e-10   1.02311230e-06
    4.01590523e-06   2.84365797e-07]
 [  7.65479217e-06   8.25316893e-05   1.51834860e-02   9.67857301e-01
    3.27947464e-06   4.82946838e-04   7.73095508e-07   7.62326181e-06
    1.62927955e-02   8.15232052e-05]
 [  1.56978305e-04   4.55838490e-05   2.50893318e-05   1.73595094e-03
    3.85551822e-08   9.85063076e-01   3.45696435e-06   2.68877670e-06
    1.29582789e-02   8.95274752e-06]
 [  1.41569674e-02   6.13359548e-03   4.11659991e-03   2.68642820e-04
    5.96605800e-03   4.59718630e-02   1.23137897e-02   1.54077006e-03
    9.06254232e-01   3.27753695e-03]
 [  6.29341868e-09   2.55544910e-05   9.99329805e-01   5.98044193e-04
    2.24099339e-09   1.59247104e-08   7.66833885e-09   1.58385478e-06
    4.50013249e-05   2.31793802e-08]
 [  2.75457260e-05   9.73059416e-01   5.62317204e-04   3.17457976e-04
    3.84024548e-04   4.63582001e-05   1.73950219e-03   5.44343820e-05
    2.37638615e-02   4.49941654e-05]
 [  1.18467877e-04   7.12292649e-06   5.47931404e-06   2.85913295e-04
    2.90278733e-01   2.47422955e-04   2.81628581e-05   3.33603006e-03
    2.69178796e-04   7.05423474e-01]
 [  5.15890351e-05   1.54700119e-05   1.14149188e-04   9.64693827e-05
    3.40481143e-04   2.32062230e-04   1.49346524e-05   9.90724504e-01
    2.08617435e-04   8.20186455e-03]
 [  4.22813871e-04   1.08466871e-01   4.14730469e-03   2.94983704e-02
    4.95641027e-04   7.96528906e-03   3.64864827e-05   1.60164207e-01
    6.21635854e-01   6.71671480e-02]
 [  1.61945500e-04   9.72659111e-01   2.09541665e-03   2.28817295e-03
    2.24957336e-03   3.12704273e-04   1.77813476e-04   1.84635036e-02
    1.13984686e-03   4.51755477e-04]
 [  5.15901556e-05   3.59929658e-07   1.41351961e-06   1.25586894e-05
    1.18565059e-03   9.19269514e-05   1.70347874e-07   9.58264172e-01
    3.32704403e-05   4.03590351e-02]
 [  5.78242580e-05   9.97154713e-01   9.64140345e-04   2.67902971e-04
    2.28717145e-05   2.56980984e-05   3.80840036e-04   3.15822806e-04
    8.04556767e-04   5.67662983e-06]
 [  2.49461755e-02   1.21744825e-02   8.19744468e-01   2.73653492e-02
    8.85574427e-03   2.64772233e-02   7.64092132e-02   1.97504601e-03
    1.79476885e-03   2.57476931e-04]
 [  3.81433783e-05   8.01445305e-01   1.03690540e-02   4.77517635e-04
    1.76341913e-04   2.02474045e-03   1.17475763e-02   1.28674073e-05
    1.73690140e-01   1.82257136e-05]
 [  8.74993784e-05   9.92073119e-01   4.00264980e-04   5.32298407e-04
    2.13098421e-04   1.38793344e-04   7.44277611e-04   5.79476531e-04
    5.17750438e-03   5.36562002e-05]
 [  1.24188457e-02   3.70104317e-05   2.11816427e-04   4.21058647e-02
    2.12228806e-05   9.37977731e-01   5.58855187e-04   3.90904715e-05
    1.81849301e-03   4.81103361e-03]
 [  2.98472191e-03   3.57294266e-05   9.96109680e-04   3.17503000e-05
    2.74569518e-03   1.19917316e-03   9.91531551e-01   3.86818283e-05
    2.78278749e-04   1.58330411e-04]
 [  5.71819581e-03   8.53278721e-07   1.81776733e-04   6.52145318e-05
    2.89616222e-03   4.85288416e-04   4.00581166e-06   1.43588278e-02
    1.36193074e-03   9.74927783e-01]
 [  1.38166433e-06   4.44661098e-04   9.61513608e-04   5.27130425e-01
    1.84964593e-02   3.38849408e-04   7.77719015e-06   4.39261109e-01
    4.12681047e-03   9.23101511e-03]
 [  5.15051797e-05   9.49026617e-06   1.07544802e-04   2.70518591e-04
    4.30699944e-01   5.33398753e-03   1.50438518e-05   1.10372424e-03
    2.25358550e-03   5.60154617e-01]
 [  4.33624460e-04   7.83503856e-05   3.97243770e-03   1.33224372e-02
    1.24954138e-04   1.31947175e-01   5.32236928e-03   4.35654692e-06
    8.44622195e-01   1.72023429e-04]
 [  1.34101276e-06   2.25137825e-07   3.09453695e-04   7.53622260e-07
    9.99503016e-01   2.65679992e-05   1.89282819e-05   3.42553139e-05
    1.12877535e-06   1.04326791e-04]
 [  1.38725940e-04   9.68581438e-01   5.52569836e-05   1.29011960e-03
    7.46682170e-04   3.50785558e-04   1.38328742e-05   9.24543757e-03
    3.07464926e-03   1.65030230e-02]
 [  9.64084938e-06   4.70031628e-05   4.00627796e-05   7.74585351e-05
    8.86366979e-06   7.90955255e-06   2.70835283e-08   9.98710632e-01
    3.32893658e-04   7.65553559e-04]
 [  1.13626402e-06   4.74386308e-09   8.22343864e-05   1.69174127e-05
    1.06446740e-09   7.05577179e-08   8.86930598e-11   9.99889612e-01
    4.14464552e-07   9.66604875e-06]
 [  3.91845049e-07   8.15617841e-06   6.61822742e-06   8.46622643e-05
    3.77031552e-06   3.85789690e-06   1.10537242e-08   9.99627233e-01
    1.92740408e-05   2.45979667e-04]
 [  1.87258629e-04   1.60023064e-05   6.89534718e-05   9.88769531e-01
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    2.08522147e-03   1.29507614e-08]
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    2.20073602e-07   1.09439369e-09]
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    1.67065430e-02   3.12620657e-03]
 [  4.04425152e-02   2.87487637e-03   5.01979627e-02   6.40697956e-01
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    1.24484757e-02   1.03690811e-01]
 [  9.19501588e-07   6.50253278e-05   2.43784507e-05   9.74345166e-05
    1.65094022e-07   3.63983236e-06   9.54311519e-10   9.99488950e-01
    3.97097028e-05   2.79791158e-04]
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    9.96367455e-01   6.13452066e-05   1.49831860e-04   8.60480141e-05
    2.66578791e-05   3.14134755e-03]
 [  6.01800893e-05   4.35034635e-05   1.83090408e-04   1.50748674e-05
    9.94257569e-01   5.93730474e-05   6.37827907e-05   2.11072364e-03
    6.16595935e-05   3.14506353e-03]
 [  3.04763846e-04   9.67814922e-05   2.69949145e-04   1.80704083e-04
    9.10559535e-01   1.82849425e-03   5.26596745e-03   6.41711871e-04
    1.07526947e-02   7.00993985e-02]]
INFO:tensorflow:global_step/sec: 156.515
INFO:tensorflow:loss = 0.355884, step = 14701
INFO:tensorflow:probabilities = [[  9.93746519e-01   1.28674776e-06   2.71684723e-03   3.79070640e-04
    1.60904932e-07   3.05543630e-03   4.46914310e-05   2.33499686e-05
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    2.19802241e-05   3.26626207e-04]
 [  3.80382320e-04   5.07665193e-03   1.10538015e-02   9.58652020e-01
    1.55992584e-05   1.93851851e-02   6.99284894e-04   1.55795156e-03
    3.17632430e-03   2.66877419e-06]
 [  2.12198135e-08   1.05726067e-05   9.98163760e-01   1.80299662e-03
    2.39381431e-10   5.82215364e-07   2.51541454e-09   2.16533590e-05
    4.63549441e-07   4.86378120e-08]
 [  3.48261638e-05   1.12978105e-05   8.10366939e-04   2.18259505e-04
    9.23056291e-07   6.78918077e-05   3.04838288e-08   9.98668551e-01
    3.00380707e-05   1.57818096e-04]
 [  1.89032253e-05   1.93824217e-05   2.09697500e-05   1.11123642e-04
    9.16735649e-01   4.68972139e-04   1.00798032e-04   1.66475214e-03
    5.37468004e-04   8.03220943e-02]
 [  8.45797967e-06   9.52443742e-08   9.99945402e-01   2.13319090e-05
    5.13034934e-07   7.91852344e-08   2.01627954e-05   9.81910731e-09
    2.42736428e-06   1.51917095e-06]
 [  4.03852846e-06   7.68020186e-07   9.74606973e-09   5.18216211e-06
    3.97030675e-07   9.99725282e-01   6.35408214e-05   9.61675628e-09
    1.99814167e-04   9.77061973e-07]
 [  2.42305337e-03   2.70664841e-02   6.12675786e-01   1.20802922e-03
    2.78130901e-04   2.04224465e-03   9.37776081e-03   1.89729966e-04
    3.44662994e-01   7.57402522e-05]
 [  2.24737801e-06   6.54236146e-06   4.65263911e-02   1.05177425e-02
    2.56537589e-07   6.56240718e-06   5.51281198e-09   9.36945915e-01
    4.93862014e-03   1.05567917e-03]
 [  6.51563867e-04   1.61443415e-04   5.48620228e-05   2.96110194e-02
    2.20724942e-05   9.68615770e-01   6.15219702e-04   2.84768271e-06
    2.23736613e-04   4.12840709e-05]
 [  2.80930749e-07   1.87574324e-06   4.61212130e-06   1.66547034e-04
    1.01680897e-07   8.77327352e-07   1.17152621e-10   9.92790341e-01
    9.15996407e-06   7.02624768e-03]
 [  9.58114688e-05   1.12742675e-03   1.53386165e-04   2.29352154e-04
    9.41193044e-01   3.33632878e-03   6.27685222e-04   5.43493021e-04
    8.29936704e-04   5.18635511e-02]
 [  7.33788358e-04   1.07118919e-01   8.74375105e-01   1.27917007e-02
    5.64800587e-07   2.88470020e-03   1.37278892e-03   3.34681636e-06
    7.19070144e-04   1.01125643e-07]
 [  2.33830883e-06   1.17510860e-03   1.31732624e-04   1.12574687e-03
    5.91063156e-07   1.33348643e-04   4.37417178e-08   9.90183651e-01
    3.84206697e-03   3.40542337e-03]
 [  2.34242082e-02   1.18965907e-02   1.62278414e-02   8.43522251e-01
    4.87284764e-04   6.73333406e-02   1.73877855e-03   2.22951826e-02
    1.53817062e-03   1.15362359e-02]
 [  4.97724443e-07   1.24491162e-09   2.22740965e-07   1.45869783e-09
    9.99970078e-01   4.50757824e-07   2.18295118e-05   2.14248053e-06
    9.73126362e-07   3.81430277e-06]
 [  9.85483527e-01   3.13826376e-06   1.17951771e-02   9.61451005e-05
    4.16065120e-07   2.20355019e-03   7.90473950e-06   2.80431032e-05
    1.55441066e-05   3.66498396e-04]
 [  1.68124889e-03   1.71123861e-06   1.21208805e-05   5.08966967e-02
    4.70870116e-04   9.12249148e-01   2.20621787e-05   2.71951831e-05
    1.84823491e-03   3.27907577e-02]
 [  6.41902501e-04   2.63725451e-05   1.73743314e-03   1.58960611e-05
    1.42147101e-03   7.01306926e-05   9.95665610e-01   1.15071860e-04
    5.59330074e-05   2.50321755e-04]
 [  1.43082417e-03   9.31132793e-01   2.54273391e-03   4.59189527e-03
    3.62758455e-03   6.25431305e-04   4.65893449e-04   1.07106408e-02
    3.42336819e-02   1.06384242e-02]
 [  7.21115866e-05   5.65702123e-07   1.25364586e-05   6.85301129e-05
    7.89022148e-01   4.65696212e-04   8.34811090e-06   2.00146879e-03
    3.02138593e-04   2.08046436e-01]
 [  3.57202180e-06   9.77574004e-08   3.37343314e-04   3.05845970e-05
    5.20301882e-08   1.32251756e-07   5.34647160e-10   9.98853087e-01
    8.54078644e-06   7.66530342e-04]
 [  2.79775355e-04   3.59541997e-02   9.23718452e-01   1.32330740e-03
    7.05309003e-06   1.27856702e-05   6.30555878e-05   4.72762213e-06
    3.86351086e-02   1.48774143e-06]
 [  1.94198015e-04   1.89102662e-03   9.64399695e-01   1.47993742e-02
    4.02171537e-03   4.47164552e-04   1.25404121e-03   2.01619579e-04
    1.12858666e-02   1.50519412e-03]
 [  1.81584091e-05   1.91427830e-06   2.86569324e-04   2.36030319e-04
    1.99040951e-04   1.89878017e-04   1.46347134e-07   2.88429111e-01
    1.07124969e-02   6.99926615e-01]
 [  8.18874742e-06   4.00461955e-04   9.97436821e-01   1.66052242e-03
    1.12195903e-05   8.23444316e-06   5.17950139e-05   3.22854953e-06
    4.18948475e-04   7.23124913e-07]
 [  3.33829172e-04   1.99586456e-03   1.30236289e-03   2.18843154e-04
    2.58949731e-04   1.07543507e-04   1.24471600e-03   4.18569434e-05
    9.94311571e-01   1.84475721e-04]
 [  2.88979209e-05   9.90756333e-01   4.16442286e-04   1.11287947e-04
    3.55544726e-05   6.92796093e-05   8.77251732e-04   9.11744355e-05
    7.58965034e-03   2.40157988e-05]
 [  8.38185224e-05   2.46553536e-04   9.29337511e-06   4.66069643e-04
    1.89991624e-06   9.98858690e-01   4.45333062e-05   2.11594997e-05
    2.14377826e-04   5.35283070e-05]
 [  4.04109946e-04   5.83894493e-04   4.63589880e-04   7.38757153e-05
    1.31895562e-04   1.94149019e-04   9.97355223e-01   1.47572655e-06
    7.89908285e-04   1.87601393e-06]
 [  9.99651790e-01   1.21415962e-08   1.59477961e-04   1.12368507e-05
    2.59260332e-07   5.46329757e-05   1.89220027e-05   3.89634115e-05
    7.96581025e-06   5.68519026e-05]
 [  6.94803759e-07   2.75495290e-06   7.56895346e-08   8.81656088e-05
    1.05521824e-04   1.46738149e-03   2.90486257e-09   9.87489998e-01
    5.96605569e-05   1.07857287e-02]
 [  9.98861432e-01   4.11548982e-08   2.42926617e-05   1.74597590e-05
    3.40541510e-06   9.11855721e-04   2.29182479e-05   6.93849825e-06
    2.65589097e-06   1.49052066e-04]
 [  5.76386674e-06   7.24292022e-07   1.22567304e-04   3.97991562e-06
    8.04319789e-05   7.70389670e-05   9.99698639e-01   8.39585468e-09
    1.06365651e-05   2.65066831e-07]
 [  2.86276598e-04   3.85340140e-03   3.80103622e-04   8.66439641e-01
    1.74164190e-03   1.63517110e-02   1.56396258e-04   1.41566922e-03
    1.71105133e-03   1.07664168e-01]
 [  3.66920664e-04   3.73198345e-05   2.05249598e-05   3.53133306e-03
    8.57961277e-05   1.09550310e-03   4.75602399e-04   7.94795426e-07
    9.84113634e-01   1.02726500e-02]
 [  1.65765975e-02   1.43801589e-02   7.51554593e-02   7.52782881e-01
    5.22237620e-04   6.38330355e-02   4.16967552e-04   3.00721209e-02
    2.45096646e-02   2.17508152e-02]
 [  8.88090256e-07   5.10239370e-05   9.99837160e-01   9.82593338e-05
    2.53722220e-07   9.17019491e-08   1.30069475e-06   1.31566162e-06
    9.49653440e-06   8.66183782e-08]
 [  9.95509982e-01   7.23004803e-08   1.84406177e-03   2.23338930e-06
    7.92546416e-06   1.60681477e-04   1.67160470e-03   4.52680069e-06
    2.01104645e-04   5.97612467e-04]
 [  2.79857559e-05   9.97287989e-01   1.60554497e-04   1.20363700e-04
    4.28485400e-05   3.81527898e-05   1.49444182e-04   1.42577774e-04
    2.00635428e-03   2.40346599e-05]
 [  2.46468589e-05   9.97457683e-01   2.15825951e-03   9.05504057e-05
    2.97502356e-05   8.00057296e-06   1.01097366e-05   1.46745733e-04
    6.78151118e-05   6.48514424e-06]
 [  9.40445243e-05   2.42231152e-04   1.23264198e-03   2.65425863e-03
    9.26170707e-01   1.00200772e-02   2.96066124e-02   1.74869355e-02
    1.27166905e-03   1.12207551e-02]
 [  2.57018633e-06   2.92400928e-05   9.65188156e-06   2.01903313e-04
    1.59675572e-02   4.33385721e-05   2.06607342e-06   1.95641944e-04
    1.37133431e-03   9.82176661e-01]
 [  2.33464837e-01   4.15100018e-04   4.61375155e-02   1.25160077e-04
    1.17869372e-03   2.02656850e-01   3.77337247e-01   5.62589321e-06
    1.38604984e-01   7.39441675e-05]
 [  8.19308341e-01   7.59449031e-04   7.97824338e-02   9.43179056e-03
    5.75612951e-03   7.61730247e-04   1.65509600e-02   7.55114062e-03
    2.59782393e-02   3.41198146e-02]
 [  5.28732256e-04   3.60661898e-06   5.93193201e-03   5.32479666e-04
    8.95417482e-03   1.72265864e-04   1.92558771e-04   1.93787459e-03
    8.49892013e-03   9.73247468e-01]
 [  4.09757282e-04   6.30048744e-05   6.50021306e-04   3.02285800e-04
    4.00835229e-03   1.13631017e-04   9.94046688e-01   4.51393544e-06
    3.88653105e-04   1.29852961e-05]
 [  7.29920112e-06   1.09946053e-03   3.69981909e-03   7.77264577e-05
    1.58830674e-03   2.29977653e-04   9.93089616e-01   9.55873929e-07
    2.04161071e-04   2.65471681e-06]
 [  4.63258126e-04   4.39049609e-06   1.15785751e-05   9.38891535e-05
    3.16686055e-05   9.79652345e-01   1.16839030e-04   1.82617055e-06
    1.95850786e-02   3.90791101e-05]
 [  4.15838571e-07   1.35457753e-07   6.85157488e-07   1.43370969e-04
    2.91663979e-04   3.08547678e-05   7.59477903e-09   5.65114319e-02
    2.66402203e-04   9.42755044e-01]
 [  1.33762229e-03   1.64243743e-01   9.59281027e-02   2.53113091e-01
    1.10283718e-05   4.53311771e-01   2.12124828e-03   5.86598217e-05
    2.95202993e-02   3.54341522e-04]
 [  1.76180236e-03   4.84387556e-06   1.62239634e-02   2.27674118e-05
    9.65429062e-05   6.46343362e-03   9.74121809e-01   3.99556666e-06
    1.07492320e-03   2.25997268e-04]
 [  6.26254696e-05   1.51835471e-01   8.32915843e-01   4.04447457e-03
    8.56238057e-06   2.08670157e-04   8.15301016e-03   1.25865870e-06
    2.76994333e-03   9.99226728e-08]
 [  1.14851908e-04   6.66289777e-02   7.61719272e-02   6.12519085e-01
    9.52643575e-04   7.38282176e-03   1.09793422e-04   1.95907891e-01
    3.63976359e-02   3.81435221e-03]
 [  1.28989137e-04   2.52767331e-05   1.37775240e-03   9.93144274e-01
    8.88746581e-06   1.41932373e-03   1.37556185e-06   3.43538413e-05
    3.22724483e-03   6.32614247e-04]
 [  8.90306546e-04   6.26817855e-05   3.97230993e-04   4.13167581e-04
    1.98728547e-01   3.45588964e-03   3.67860135e-04   4.13710484e-03
    2.81954161e-03   7.88727701e-01]
 [  1.26439193e-03   5.54940896e-04   1.78487394e-02   5.95731020e-04
    3.85269374e-02   5.47714112e-03   8.57343897e-03   2.98128258e-02
    6.96563208e-03   8.90380263e-01]
 [  1.67013699e-04   2.17712601e-03   5.61893173e-03   1.04802646e-04
    2.23845188e-02   7.96947978e-04   9.65784848e-01   1.67513863e-05
    2.78191897e-03   1.67327758e-04]
 [  3.57771351e-05   9.58080709e-01   1.10553554e-03   4.51282831e-04
    4.34651993e-05   1.37438510e-05   2.55243649e-04   1.17347656e-04
    3.97716016e-02   1.25273931e-04]
 [  8.77267121e-06   1.18145101e-06   1.76238354e-05   3.65422573e-04
    1.40428292e-02   7.90305901e-04   3.43050829e-07   5.41130342e-02
    2.20436341e-04   9.30440128e-01]
 [  4.30282380e-05   1.82752501e-05   4.84686025e-04   7.35165959e-04
    1.14153349e-03   3.82598555e-05   7.62382058e-07   4.99883518e-02
    6.05624402e-04   9.46944237e-01]
 [  7.31321734e-07   4.40246984e-02   9.25959740e-03   8.51275563e-01
    1.63466000e-04   6.43194420e-04   9.39911115e-05   3.70993890e-04
    9.33774561e-02   7.90286460e-04]
 [  5.69938663e-07   9.99018312e-01   2.56604952e-04   2.22229632e-04
    1.26781460e-05   1.60641066e-05   6.79247751e-05   3.35784944e-06
    3.99815413e-04   2.55534565e-06]
 [  1.41185694e-06   1.15423995e-06   8.14613959e-05   1.69570919e-03
    1.28847523e-05   9.87438718e-04   6.28166163e-07   5.93568548e-05
    9.74292517e-01   2.28673629e-02]
 [  4.64799767e-03   8.76735954e-04   3.73580586e-03   5.40127396e-04
    3.15291618e-05   2.74499267e-04   4.65536395e-05   2.21646405e-04
    9.88313437e-01   1.31168019e-03]
 [  1.73481785e-05   7.77739842e-05   4.61633903e-07   3.15565376e-05
    9.66226220e-01   4.28580353e-03   2.07500070e-05   2.41335132e-03
    1.07423391e-03   2.58525647e-02]]
INFO:tensorflow:probabilities = [[  1.36929215e-03   8.35840110e-05   9.89136696e-01   9.01212450e-03
    1.24857797e-06   2.33261773e-04   1.49288651e-04   5.67868392e-06
    1.63938205e-06   7.35911499e-06]
 [  6.09568051e-05   3.37559641e-07   5.30337263e-03   6.19799721e-06
    9.89302099e-01   8.45943396e-06   1.69382757e-03   1.24074679e-04
    1.63787554e-05   3.48428148e-03]
 [  3.88970511e-05   4.89886361e-07   1.27117164e-04   3.47211358e-06
    4.34748977e-02   6.66798442e-05   9.56211150e-01   5.74797523e-05
    4.51971027e-06   1.52740377e-05]
 [  1.16653752e-03   3.98532581e-03   1.00302452e-03   9.18971084e-04
    2.94197071e-03   7.08976761e-04   9.76403534e-01   8.83668326e-06
    1.28410459e-02   2.17934030e-05]
 [  1.01532183e-04   9.95868087e-01   1.24643755e-03   2.94393598e-04
    2.31320555e-05   1.95055563e-05   1.60028634e-04   1.75761443e-03
    4.51818225e-04   7.74858927e-05]
 [  4.95525193e-04   8.67279246e-03   3.22427927e-03   6.35365769e-02
    8.99655372e-03   9.03724551e-01   4.35050903e-03   1.04476325e-03
    3.27200280e-03   2.68233451e-03]
 [  1.45447096e-02   5.82141103e-03   2.75741406e-02   2.08977368e-02
    1.42343296e-03   5.66260338e-01   6.20479230e-03   3.44088790e-03
    3.33451241e-01   2.03813668e-02]
 [  7.74943212e-04   3.90197647e-06   9.97813582e-01   1.23098004e-03
    4.69578708e-06   7.77487367e-06   1.16835338e-06   2.77742993e-06
    6.12595704e-06   1.53988411e-04]
 [  3.22508968e-05   4.92458275e-05   4.52425775e-06   1.22942391e-03
    2.86923535e-02   2.55781779e-04   1.67459348e-06   2.62427926e-02
    5.31654630e-04   9.42960322e-01]
 [  6.02067075e-06   3.66764851e-07   1.33154768e-04   3.74649462e-05
    3.08737028e-02   1.92813022e-04   8.72243618e-06   8.37967382e-04
    9.76471201e-05   9.67812181e-01]
 [  2.04740863e-04   1.90225951e-02   8.33818922e-04   7.35057401e-04
    1.05536159e-03   2.98702682e-04   1.07453670e-05   9.56294119e-01
    1.26075442e-03   2.02842318e-02]
 [  4.82387713e-06   8.50364158e-04   1.36936273e-04   6.65883592e-04
    2.97361566e-05   9.60920811e-01   1.08639048e-02   2.13032337e-07
    2.65131686e-02   1.40554230e-05]
 [  2.31849285e-07   2.25505732e-06   6.07989678e-05   9.99837399e-01
    9.14371049e-06   4.35658330e-05   3.57054297e-08   1.70254452e-06
    3.42261446e-05   1.06209400e-05]
 [  1.40243792e-05   8.30649587e-05   3.07602080e-04   9.86095802e-06
    1.59475440e-03   5.86581991e-05   9.97783959e-01   2.04338858e-06
    1.40271281e-04   5.86596752e-06]
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 [  3.37001038e-05   9.97850180e-01   7.33037014e-05   1.05269463e-03
    1.63387507e-04   6.68135108e-05   1.36420771e-04   2.25561438e-04
    2.63744529e-04   1.34149072e-04]
 [  1.04640904e-07   4.87759098e-06   4.67288282e-06   5.35253530e-05
    2.14510038e-07   9.65666056e-01   2.90888973e-04   1.19737803e-10
    3.39796133e-02   9.00521968e-09]
 [  3.71262795e-05   5.05980242e-05   3.88724031e-04   9.98704553e-01
    5.84444670e-08   7.91382859e-04   5.08231892e-07   2.57722672e-06
    1.03974235e-05   1.41841592e-05]
 [  1.03394108e-04   7.88494595e-04   8.56022325e-06   6.72282744e-03
    1.56666090e-07   9.91890907e-01   7.35842468e-06   6.72585941e-07
    4.71460458e-04   6.15298677e-06]
 [  4.87959915e-06   1.68219383e-04   1.68138631e-05   3.81252350e-04
    1.33416024e-05   4.09244312e-05   1.51198396e-08   9.97266054e-01
    2.88009087e-05   2.07970128e-03]
 [  3.89641682e-05   1.24039059e-06   8.00536887e-04   1.29177322e-04
    3.91816502e-06   8.75865226e-04   4.23374149e-05   2.51317953e-08
    9.98096526e-01   1.14675549e-05]]
INFO:tensorflow:global_step/sec: 157.195
INFO:tensorflow:loss = 0.122791, step = 14801
INFO:tensorflow:probabilities = [[  7.56004185e-04   7.16356270e-04   9.32053197e-03   3.11208535e-02
    6.17302861e-03   5.33313043e-02   5.49602602e-03   7.40182513e-05
    8.80488694e-01   1.25231557e-02]
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    8.97209029e-05   5.85726957e-06]
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    2.18492746e-03   1.13771339e-05]
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    8.16877437e-05   1.20824964e-07]
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    4.88012520e-05   2.44785915e-04]
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    7.18887255e-04   5.18036599e-04]
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    9.92690502e-07   1.06020016e-04]
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    4.27844963e-04   3.90201830e-03]
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    1.79901817e-05   1.86231482e-05]
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    2.46758340e-03   5.41177997e-06   2.29327014e-07   5.12365776e-04
    4.93685191e-04   9.96496260e-01]
 [  5.39127086e-06   2.99439790e-07   4.13005466e-07   4.52223653e-03
    1.36444228e-07   9.94408369e-01   2.72850453e-08   6.54053816e-04
    2.13320964e-04   1.95809014e-04]
 [  2.25017822e-04   2.37056818e-02   5.17295413e-02   1.54520525e-02
    2.71537364e-03   2.19420567e-01   5.12107089e-02   2.69236989e-05
    6.35413945e-01   1.00131983e-04]
 [  2.04670632e-05   8.50734214e-05   9.97625411e-01   2.07994669e-03
    4.49069876e-06   8.40170014e-06   1.48238223e-05   4.38813877e-05
    6.79869918e-05   4.94984415e-05]
 [  9.41160251e-05   2.10135653e-07   2.97018414e-05   1.42035494e-03
    8.63900198e-07   3.21318163e-03   1.68579822e-06   2.75782753e-07
    9.95201826e-01   3.76850803e-05]
 [  3.44796409e-03   3.67157459e-02   6.23626215e-03   2.29338873e-02
    7.04599246e-02   6.78593636e-01   9.79249482e-04   1.08348474e-01
    5.26867062e-03   6.70162812e-02]
 [  3.27344704e-03   2.79489497e-04   4.97832388e-01   1.56211900e-03
    4.50755864e-01   2.73505342e-03   2.90818717e-02   7.78366253e-03
    6.32007234e-03   3.76118958e-04]
 [  8.08089953e-06   3.03571596e-07   5.17012122e-05   3.97009359e-08
    1.74804136e-05   1.77410311e-05   9.99879956e-01   3.15111337e-09
    2.43586546e-05   3.43239293e-07]
 [  1.86246307e-09   1.29771024e-07   2.30165442e-05   9.99963880e-01
    3.04355541e-10   1.36718336e-06   3.17218779e-10   1.62199001e-08
    1.16676874e-05   1.75018702e-08]
 [  1.00571024e-05   2.33671672e-05   9.98410702e-01   7.53547763e-04
    1.04105125e-09   1.87559820e-07   1.40239358e-08   3.05700820e-09
    8.02024384e-04   2.48831018e-08]
 [  7.51059924e-05   1.78084796e-04   3.93724149e-05   1.12864924e-04
    1.00069155e-03   1.51225191e-03   9.95508313e-01   1.91510679e-07
    1.57038309e-03   2.59778653e-06]
 [  4.83891024e-04   2.45521544e-04   1.73577806e-04   3.42110824e-03
    6.77488387e-01   4.12227549e-02   1.20012963e-04   1.53296646e-02
    1.89910922e-03   2.59615839e-01]
 [  1.66949320e-07   8.71024270e-07   2.32862320e-07   2.64654391e-05
    9.89466369e-01   2.12714091e-04   3.13253872e-06   2.27796536e-05
    1.79608687e-04   1.00876139e-02]
 [  2.53134011e-03   8.51651840e-03   9.67035710e-04   3.73340328e-03
    1.65678546e-04   9.35842037e-01   3.62556092e-02   3.22810782e-04
    1.16242375e-02   4.13476882e-05]
 [  9.98516381e-01   6.79898733e-08   1.00315700e-03   3.68430701e-05
    5.58284086e-10   4.25329257e-04   1.34292723e-05   9.05664081e-07
    1.11571774e-06   2.66996449e-06]
 [  1.66600163e-04   5.90858457e-04   6.94638584e-03   2.16510220e-04
    7.97722936e-01   5.50290686e-04   1.87572196e-01   3.05819267e-04
    5.86633664e-03   6.20487917e-05]
 [  3.73230199e-04   1.98356196e-04   1.68165658e-02   9.45597708e-01
    3.18903272e-04   5.25406701e-03   1.75772220e-04   2.04355996e-02
    8.00986774e-03   2.81997770e-03]
 [  4.54326664e-06   1.33484557e-08   9.74691739e-06   1.21227345e-06
    9.91454959e-01   3.35131449e-06   6.23559172e-05   2.05687620e-03
    5.63969224e-05   6.35066256e-03]
 [  2.34529543e-05   2.13701696e-05   1.10207460e-04   7.44458077e-07
    9.98562753e-01   3.62395629e-04   2.14060608e-04   1.99582195e-04
    1.69294290e-05   4.88565536e-04]
 [  5.93622781e-06   1.93138044e-06   1.04487970e-06   2.60809720e-05
    2.04309617e-06   1.46449602e-04   1.15692593e-08   9.90262628e-01
    1.42696968e-04   9.41119902e-03]
 [  7.75579654e-04   9.25560176e-01   3.16217495e-03   1.23482356e-02
    8.76111258e-03   3.76139011e-04   2.34753970e-04   3.61177437e-02
    4.30414965e-03   8.35995283e-03]
 [  5.83179443e-08   2.89651439e-06   9.99769509e-01   2.26833945e-04
    1.38601024e-08   9.46149115e-09   2.96679414e-09   9.78227277e-10
    7.34659864e-07   7.32415295e-10]
 [  2.45577330e-03   1.32042170e-02   4.05020148e-01   3.60146048e-03
    5.25772989e-01   1.30604103e-03   4.36121933e-02   4.43692459e-03
    3.86898202e-04   2.03382122e-04]
 [  1.51015996e-07   2.97200440e-05   7.79704806e-06   9.96836066e-01
    6.13455171e-08   2.92236404e-03   7.87957610e-09   4.78688844e-06
    9.49755267e-05   1.04087318e-04]
 [  4.24279133e-05   1.05016143e-05   4.17207275e-03   3.33190146e-05
    1.39329757e-03   1.68437342e-04   1.27383566e-03   2.06939894e-05
    9.92728233e-01   1.57124756e-04]
 [  1.67666622e-05   5.53189348e-05   1.24169076e-02   1.00274733e-03
    8.67951691e-01   9.56684537e-03   1.48485054e-03   9.51205497e-04
    2.70053535e-03   1.03853248e-01]
 [  4.21709228e-06   9.99123156e-01   3.96484429e-05   1.90999272e-04
    6.57157070e-05   2.57086140e-05   2.20429793e-04   4.29747815e-05
    2.78060063e-04   8.88436170e-06]
 [  1.24260467e-02   3.54367105e-04   3.90448838e-01   1.52771058e-03
    4.25229929e-02   1.55472674e-03   5.19374311e-01   5.76072634e-05
    3.13794278e-02   3.54009564e-04]]
INFO:tensorflow:probabilities = [[  1.27020598e-04   9.92837489e-01   2.00865115e-03   2.61697307e-04
    9.84911923e-04   6.74384501e-05   2.66127381e-03   4.28947853e-04
    5.99254563e-04   2.34554300e-05]
 [  2.46959439e-06   9.99219775e-01   1.59321193e-04   9.49667810e-05
    1.27802068e-05   1.00200168e-05   3.04531804e-05   9.65125364e-05
    3.34317505e-04   3.93372902e-05]
 [  9.96132374e-01   7.48480531e-08   6.66664419e-05   2.68489657e-05
    4.37468408e-08   6.87485590e-05   3.69968638e-03   3.08244523e-08
    3.86335932e-06   1.69112161e-06]
 [  1.01263447e-06   1.85874487e-05   3.82243542e-07   1.69126797e-04
    9.43675812e-04   1.91204635e-05   1.10791156e-07   2.79588014e-04
    4.25921375e-04   9.98142481e-01]
 [  9.26899316e-04   1.42500276e-05   4.13526176e-03   5.21281690e-05
    2.98154843e-03   2.18565256e-04   9.91625607e-01   2.46364607e-06
    3.74551346e-05   5.77327910e-06]
 [  2.72876606e-03   1.42826771e-04   2.01767660e-03   3.54214460e-01
    1.55422938e-04   6.09827399e-01   2.32900865e-02   5.13210602e-04
    7.04494910e-03   6.51056180e-05]
 [  2.66133808e-04   6.85580482e-04   6.03508124e-05   8.28435361e-01
    5.18963207e-05   9.14853364e-02   2.17339084e-06   7.26790517e-04
    1.06944339e-02   6.75920993e-02]
 [  9.59764520e-07   6.10996210e-07   9.23128609e-05   1.28396641e-04
    1.72153264e-07   1.36040558e-06   3.52006924e-10   9.99567091e-01
    6.15282579e-06   2.02923431e-04]
 [  9.98388648e-01   5.49036594e-10   4.95134518e-05   3.85090418e-04
    1.07139575e-09   9.48585279e-04   2.07235118e-07   6.93059246e-06
    1.92567415e-04   2.84928446e-05]
 [  3.45885418e-02   2.80944328e-03   1.25556411e-02   8.87154639e-01
    1.51077955e-04   5.67777865e-02   5.35950763e-04   1.81079062e-03
    8.56297091e-04   2.75968295e-03]
 [  9.99916673e-01   1.65192537e-09   2.59957487e-05   3.36576534e-07
    1.47546553e-08   2.74433714e-05   1.51374534e-05   7.22913410e-06
    1.24918654e-06   6.01548891e-06]
 [  3.93035734e-04   9.95721817e-01   5.67900541e-04   2.87487870e-04
    1.07223197e-04   3.43505148e-04   1.36906526e-03   2.17615278e-04
    9.50640009e-04   4.17908996e-05]
 [  2.97583261e-04   1.38150790e-04   1.67752721e-03   4.32021072e-04
    6.31289855e-02   5.96813334e-04   1.56081747e-04   5.82228862e-02
    4.26640082e-03   8.71083558e-01]
 [  1.47747165e-02   4.24269820e-05   4.67440076e-02   5.87631715e-04
    6.63596264e-04   5.52409678e-04   1.84266735e-03   7.88905163e-05
    9.33693349e-01   1.02029624e-03]
 [  9.99320865e-01   3.79580314e-08   2.44046489e-04   1.35282826e-05
    7.89722526e-06   5.07495206e-05   1.90659397e-04   3.96078167e-06
    5.70114644e-05   1.11238340e-04]
 [  9.94840448e-05   9.94378626e-01   4.10753244e-04   1.35501917e-03
    1.45235579e-04   5.58753054e-05   1.15330286e-05   4.51654982e-04
    3.02681373e-03   6.51643859e-05]
 [  1.61952194e-04   4.23439360e-06   5.94055491e-05   1.39758522e-02
    7.46963451e-06   9.84680593e-01   7.17396142e-06   1.40477014e-05
    3.41865612e-04   7.47490500e-04]
 [  7.75426815e-05   5.58895408e-06   2.93889287e-04   2.42739427e-03
    1.97683567e-05   8.66442395e-04   1.19620072e-05   2.86193062e-05
    9.95522618e-01   7.46274542e-04]
 [  7.55978817e-07   9.45879719e-07   9.55214455e-06   7.39604948e-05
    8.99580479e-01   7.42294287e-05   3.32556783e-06   3.73004936e-04
    2.30074456e-05   9.98607278e-02]
 [  4.21827872e-06   4.40293752e-06   1.32998929e-03   9.95147169e-01
    3.39082249e-07   2.54075334e-04   1.59647198e-06   4.24471352e-07
    3.25195352e-03   5.77416677e-06]
 [  1.39113062e-03   1.23437658e-05   1.16736651e-03   1.28732190e-05
    9.70879197e-01   1.72359007e-03   8.24244041e-03   7.23008299e-04
    8.65741260e-03   7.19066476e-03]
 [  3.39943334e-04   7.79823586e-06   9.92784858e-01   4.06668847e-03
    1.61056342e-08   2.30014075e-06   4.72336239e-07   1.15031114e-08
    2.79805693e-03   1.44378509e-08]
 [  8.06796161e-05   2.69551747e-05   6.14215787e-06   1.18944743e-04
    7.96854321e-04   9.90591943e-05   6.87343118e-07   9.83014464e-01
    2.35299784e-04   1.56209683e-02]
 [  8.43350485e-04   6.41174032e-04   9.80151415e-01   1.11114224e-02
    7.10270484e-04   3.05409994e-05   2.92817457e-03   2.16390053e-03
    1.37308729e-03   4.66639758e-05]
 [  6.22752239e-04   1.08752058e-04   2.34042667e-03   2.93000805e-04
    7.22739160e-01   3.70071526e-03   1.94551256e-02   6.64370134e-03
    2.51224898e-02   2.18973786e-01]
 [  2.37189033e-06   1.45467470e-06   1.52277062e-05   3.77187598e-06
    2.05851640e-04   1.83364158e-04   9.99495506e-01   1.15346543e-09
    8.72789460e-05   5.14109888e-06]
 [  1.11792697e-05   2.70830274e-08   9.99934912e-01   7.85511111e-06
    2.69608663e-05   5.02291932e-08   8.44328861e-06   4.40334816e-06
    4.88908972e-06   1.25420149e-06]
 [  3.02672579e-05   1.04583749e-04   2.14944012e-04   7.76065111e-01
    9.09345829e-07   2.23318174e-01   3.23694076e-05   6.90476270e-07
    2.27190496e-04   5.77330320e-06]
 [  6.68683278e-05   3.06019880e-04   2.41572456e-03   3.50243249e-03
    2.29171701e-02   1.01820903e-03   2.88460724e-05   7.26861297e-04
    7.56217807e-04   9.68261600e-01]
 [  1.51860559e-05   9.97303724e-01   2.43132672e-04   7.41189986e-04
    1.12867128e-04   3.79326557e-05   1.03303100e-04   4.86257224e-04
    6.79249875e-04   2.77297077e-04]
 [  6.30515251e-06   2.27345343e-04   1.35299852e-05   2.21638824e-03
    1.56728700e-02   5.80108375e-04   6.13174780e-06   1.74572750e-03
    5.92047174e-04   9.78939533e-01]
 [  3.87738073e-05   7.76347463e-07   4.30144291e-06   2.22572125e-04
    2.20331390e-06   9.98614192e-01   1.45321519e-05   7.20985054e-06
    1.07976503e-03   1.55871567e-05]
 [  4.59117757e-07   1.75516899e-08   1.29373143e-06   1.24828148e-08
    9.98215079e-01   1.72517949e-03   4.21057084e-05   5.41768998e-07
    5.51325775e-06   9.70547626e-06]
 [  4.22737003e-06   7.10883178e-05   1.78271221e-04   4.24344835e-05
    9.91134644e-01   4.79088485e-04   1.73233787e-03   8.88106661e-05
    6.84497471e-04   5.58464695e-03]
 [  5.79529114e-06   9.78790700e-01   6.32918149e-04   1.24519935e-03
    3.30011686e-03   1.50413136e-04   4.55602491e-03   1.01848796e-04
    1.09479986e-02   2.68998439e-04]
 [  3.08115711e-03   4.82479256e-04   1.81691814e-03   3.52530461e-03
    3.61633420e-06   2.41569986e-04   6.81958045e-05   1.16315484e-03
    9.79727805e-01   9.88972466e-03]
 [  7.76901579e-05   5.28552895e-03   6.51267730e-03   3.35740886e-04
    1.89103710e-03   6.87511172e-04   9.80482459e-01   4.04289349e-05
    4.67200903e-03   1.48087447e-05]
 [  1.23195214e-08   8.70786039e-07   9.99812424e-01   7.07512436e-06
    6.83691814e-09   1.40683962e-08   3.25982512e-07   1.79421782e-04
    1.48341268e-08   1.88211252e-10]
 [  6.63144281e-04   4.02943915e-05   2.94537330e-03   1.13777013e-03
    7.89038022e-05   3.64868715e-02   4.10005858e-04   1.60841286e-04
    9.58048880e-01   2.78338903e-05]
 [  6.42632251e-04   9.73550200e-01   2.20914651e-03   2.36511766e-03
    8.31925368e-04   3.35875549e-04   2.46263668e-03   5.14469715e-03
    1.18160518e-02   6.41884399e-04]
 [  7.50767367e-06   7.46004076e-08   2.02750883e-07   2.79997126e-04
    3.22769120e-05   9.98568177e-01   3.03263818e-07   5.22804439e-05
    4.03183541e-04   6.55948534e-04]
 [  1.41574928e-04   2.97097949e-06   7.77614623e-05   2.20964248e-05
    2.44125586e-05   2.30154209e-03   3.47397872e-05   5.82949633e-06
    9.96679068e-01   7.10076536e-04]
 [  1.06927405e-06   1.29391365e-05   9.99750912e-01   2.10593018e-04
    3.39463327e-07   7.61561694e-07   3.00908619e-06   6.99628515e-07
    1.89262064e-05   6.57741737e-07]
 [  2.17560897e-04   7.50501276e-05   9.95369494e-01   3.87997949e-03
    2.18898262e-04   6.12593021e-06   1.75547495e-04   5.90260379e-06
    6.88043838e-06   4.44389370e-05]
 [  2.60488978e-05   3.91889398e-06   1.14596034e-04   1.21643313e-06
    1.14426104e-04   4.76870036e-06   9.99731362e-01   5.14228198e-08
    3.58636044e-06   1.30209656e-07]
 [  4.14206397e-06   8.20781767e-01   8.09552707e-03   1.03068084e-01
    9.61589534e-03   3.93773057e-02   9.47512337e-04   1.46241125e-03
    1.37555907e-02   2.89178686e-03]
 [  4.25485242e-03   1.39836368e-06   3.74897546e-03   3.56486184e-04
    5.33967686e-04   4.90700077e-05   9.89896297e-01   6.82091240e-07
    1.13743602e-03   2.07893609e-05]
 [  8.13093722e-01   2.27718730e-04   9.49700996e-02   1.40463393e-02
    3.61501123e-03   5.47755836e-03   1.94894895e-02   9.42295708e-04
    4.19130512e-02   6.22477103e-03]
 [  6.15043900e-05   1.63961795e-06   7.18730807e-05   4.03133745e-05
    2.36074702e-05   1.32827176e-04   1.36907775e-05   3.31659498e-06
    9.99621987e-01   2.91692722e-05]
 [  1.24974031e-04   4.09764056e-07   1.30447981e-04   3.30057765e-06
    2.76903370e-06   2.04098265e-04   9.32741386e-06   9.55183168e-06
    9.99476731e-01   3.83416118e-05]
 [  4.53320477e-04   1.58564246e-04   9.71303496e-04   3.51991691e-03
    4.20454703e-03   9.27036941e-01   1.82858463e-02   9.42507831e-05
    4.22914587e-02   2.98376731e-03]
 [  7.60490875e-05   9.97497261e-01   1.00683465e-04   2.03931355e-04
    2.89014919e-04   1.79880863e-05   1.92242718e-04   3.29940754e-04
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    1.99029790e-04   2.13647354e-06]
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    1.39756201e-04   1.69350170e-02]
 [  2.25619646e-04   2.26541801e-04   2.13840976e-05   2.00892962e-03
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 [  4.27374674e-04   9.73453373e-02   3.06528388e-03   1.34830894e-02
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    5.15238419e-02   2.98196869e-03]
 [  4.51237465e-05   2.52393420e-06   1.53817236e-03   1.52841548e-03
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    9.89330113e-01   9.25903951e-05]
 [  9.99989152e-01   2.76724599e-09   6.93574066e-06   1.13808073e-06
    1.88166704e-09   5.45115427e-07   1.39571014e-07   3.34187575e-07
    1.48142419e-06   2.23083006e-07]
 [  9.95154619e-01   1.43932596e-07   3.11713852e-03   8.27255062e-05
    2.39140178e-07   1.14779570e-03   1.49717634e-05   5.75125741e-05
    1.04159597e-04   3.20722786e-04]
 [  5.82464918e-06   3.40151428e-06   1.88918875e-05   1.64694167e-04
    7.97612965e-03   1.10268207e-04   7.00651412e-07   4.72477032e-03
    1.44234560e-02   9.72571850e-01]]
INFO:tensorflow:global_step/sec: 154.821
INFO:tensorflow:loss = 0.389276, step = 14901
INFO:tensorflow:probabilities = [[  1.64697459e-03   5.99165796e-04   3.43356758e-01   3.33193364e-03
    6.12647116e-01   2.75572855e-02   1.63688976e-03   6.46465318e-03
    1.06683769e-03   1.69238995e-03]
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    1.49724263e-04   9.94448662e-01]
 [  4.73550800e-03   6.15090494e-06   2.80780339e-04   2.82848014e-05
    5.01087913e-03   8.39869666e-04   9.88682032e-01   3.47239111e-05
    3.00796964e-04   8.10059864e-05]
 [  4.75679417e-06   1.06623716e-07   1.67246753e-06   1.67573489e-05
    7.70782307e-03   2.09943646e-05   2.01488220e-07   5.84897073e-03
    1.81704701e-04   9.86217022e-01]
 [  7.91098893e-01   6.95475563e-03   2.54894141e-02   6.09733025e-03
    7.68730650e-03   4.16061990e-02   4.52158973e-03   5.95723884e-03
    7.27759600e-02   3.78113426e-02]
 [  7.59387331e-06   1.40769058e-04   4.68221479e-05   9.61177138e-05
    8.86973143e-01   3.67157138e-03   3.90407913e-05   2.90930318e-03
    2.54649832e-03   1.03569128e-01]
 [  3.00399506e-07   5.03593910e-05   5.46407864e-05   4.30365913e-02
    1.99842416e-05   9.43040967e-01   1.97409463e-05   7.19000241e-07
    1.32690659e-02   5.07558696e-04]
 [  9.99990582e-01   2.01678257e-12   1.38368182e-06   2.14256005e-07
    6.43023178e-13   6.86724843e-06   1.74236661e-08   4.55639082e-08
    7.50212791e-07   9.77800880e-08]
 [  3.52630252e-03   4.06768871e-03   1.02104936e-02   8.92271161e-01
    5.60914777e-05   8.77375454e-02   4.18301555e-04   8.08019249e-05
    7.47018144e-04   8.84600217e-04]
 [  4.57676407e-03   5.51184094e-05   2.33719602e-01   7.60040224e-01
    4.38679706e-07   2.06543584e-04   3.83748818e-04   4.13592858e-07
    1.01099338e-03   6.17550950e-06]
 [  2.92503591e-05   2.82295474e-07   5.26548101e-05   1.11669637e-04
    8.47762476e-06   2.71032768e-04   8.47059709e-05   1.00415861e-07
    9.97260332e-01   2.18145456e-03]
 [  3.19496244e-02   2.40549431e-04   3.56981397e-01   1.07788155e-02
    9.31812916e-04   1.24535745e-03   1.79467478e-03   1.23151289e-02
    5.76744139e-01   7.01850653e-03]
 [  3.34300741e-04   9.97639537e-01   6.69858477e-04   1.28206491e-04
    6.12895237e-05   4.59252733e-05   5.92788310e-05   1.15233597e-04
    8.46891955e-04   9.96808158e-05]
 [  5.65708429e-03   1.11676399e-02   5.09805679e-02   1.64680198e-01
    7.20721262e-04   3.21332924e-02   1.51804183e-04   9.04528573e-02
    5.95060289e-01   4.89955172e-02]
 [  5.78709660e-06   5.82928505e-09   1.04971281e-04   1.02340955e-07
    1.85689514e-05   9.93409776e-06   9.99858379e-01   2.89582136e-10
    5.40502981e-07   1.61436117e-06]
 [  2.75190547e-03   2.47196131e-03   2.44047362e-04   9.56399774e-04
    5.34955121e-04   1.72890164e-02   1.52572948e-05   7.78009713e-01
    2.58801994e-03   1.95138782e-01]
 [  2.48401775e-04   2.47686057e-05   8.90544652e-06   8.02292343e-05
    5.15033817e-03   8.82599130e-03   9.57331777e-01   1.73256637e-06
    2.80806068e-02   2.47307849e-04]
 [  9.98071253e-01   4.49728395e-06   1.66085942e-04   1.21249919e-04
    8.33683771e-06   3.88496235e-04   1.26110754e-04   3.30064686e-05
    1.06637727e-03   1.46022494e-05]
 [  6.20331790e-04   2.19248631e-03   2.47052219e-03   2.66706129e-03
    2.72667170e-01   1.03222979e-02   1.00650662e-03   6.89161941e-03
    3.82207218e-03   6.97339833e-01]
 [  9.09128403e-07   1.71121091e-08   2.19564207e-08   6.69261426e-05
    1.53530402e-06   9.99796450e-01   1.15745252e-06   3.36708106e-09
    3.46526213e-05   9.83650316e-05]
 [  1.31763261e-06   1.17154775e-06   1.63705390e-05   7.66144836e-08
    1.07812419e-04   4.10039938e-05   9.99828219e-01   1.06896569e-09
    4.08871347e-06   2.81018515e-08]
 [  8.15061654e-08   2.60351271e-07   7.85908287e-06   9.99974132e-01
    1.18664592e-10   1.29878481e-05   1.22533955e-10   2.91035661e-07
    2.45518976e-07   4.18489662e-06]
 [  4.29993123e-03   3.04736488e-04   2.18668603e-04   9.08092130e-04
    4.77667141e-04   1.10065853e-02   9.81145203e-01   2.93376775e-06
    1.58301601e-03   5.31935111e-05]
 [  1.16939181e-02   1.28312323e-07   9.87903655e-01   1.18681106e-04
    2.97988322e-06   5.92698307e-05   6.63467217e-05   2.65719264e-05
    1.33446229e-05   1.15213130e-04]
 [  1.92181542e-05   1.64691828e-05   3.43180291e-04   9.93991196e-01
    5.57516984e-08   5.58230840e-03   7.68705286e-06   8.80125924e-07
    3.88760200e-05   2.80499336e-07]
 [  3.98042266e-06   5.91387050e-07   3.37971159e-07   1.87168644e-06
    9.98561442e-01   8.04094670e-05   2.38928315e-05   2.69451539e-05
    6.96630304e-05   1.23101531e-03]
 [  7.23169360e-05   2.12236091e-06   4.53238434e-04   9.98634517e-01
    4.56495945e-06   4.71975305e-04   4.48524224e-06   1.06841105e-06
    2.66019750e-04   8.94927653e-05]
 [  7.19805060e-09   4.85090641e-05   4.07232321e-04   2.53389915e-03
    6.88793648e-07   1.87936951e-06   8.28826896e-10   9.96828258e-01
    4.19095340e-05   1.37582087e-04]
 [  5.49766071e-07   2.90845105e-06   9.99717414e-01   2.75785540e-04
    1.62122163e-07   7.93379584e-09   3.79590261e-07   1.46045750e-07
    1.12934924e-06   1.65006679e-06]
 [  1.30718263e-07   1.15539631e-04   9.98117447e-01   1.76388747e-03
    1.19762182e-08   4.65365702e-07   1.93237997e-06   2.64363763e-07
    5.30741545e-07   4.14333323e-09]
 [  1.76537242e-07   1.59037995e-06   2.93339758e-06   9.99283254e-01
    1.30536808e-08   6.83384074e-04   1.59709632e-08   2.59173873e-07
    5.88535499e-07   2.78585467e-05]
 [  5.20698261e-04   1.22664380e-04   3.04718647e-04   1.03643406e-05
    7.88687787e-04   2.51718302e-04   9.94788527e-01   5.32128934e-06
    3.18370387e-03   2.35718489e-05]
 [  1.61970638e-06   2.58117439e-06   1.24671482e-04   9.93043065e-01
    2.24996347e-05   6.74793700e-05   1.17488517e-08   1.05512724e-03
    5.48484910e-04   5.13454946e-03]
 [  1.76810805e-04   9.87431288e-01   2.43771798e-03   6.88062515e-04
    3.66385852e-04   1.01742204e-04   7.92256964e-04   8.68433213e-04
    6.93282578e-03   2.04470780e-04]
 [  2.88813662e-05   1.56135869e-07   4.42380551e-05   4.68747021e-05
    1.79295405e-03   1.96798155e-05   1.98080784e-07   3.02235410e-03
    2.41542744e-04   9.94803131e-01]
 [  1.62107218e-02   1.47440049e-04   5.10078389e-03   7.49077573e-02
    2.91426022e-05   4.16114368e-03   2.54061469e-03   2.10150447e-05
    8.96405578e-01   4.75817535e-04]
 [  8.68174029e-05   2.05021221e-04   3.08923845e-05   3.61636281e-04
    4.65482997e-04   5.09640318e-04   1.81523475e-07   9.34905291e-01
    4.03778104e-04   6.30312189e-02]
 [  2.33039190e-03   1.03906682e-02   4.32815310e-03   7.03365821e-03
    7.96376669e-04   9.62306321e-01   5.31057781e-03   1.89747207e-03
    3.73824895e-03   1.86816929e-03]
 [  6.74772878e-07   9.64290621e-07   7.06044375e-06   9.99576986e-01
    3.64593575e-07   3.38447368e-04   4.77105866e-09   6.08116011e-07
    2.50719440e-05   4.99799644e-05]
 [  1.20611128e-06   7.56033478e-06   1.53300018e-04   4.81379480e-04
    2.97420728e-03   1.19127675e-04   6.16725572e-07   2.11386732e-03
    9.88526177e-03   9.84263480e-01]
 [  1.02257654e-05   5.28727787e-06   4.45670594e-06   9.97233093e-01
    7.09989945e-06   1.02085306e-03   4.02092617e-08   5.11703377e-07
    9.81851481e-04   7.36749265e-04]
 [  1.23451491e-05   3.32383223e-07   1.69749634e-04   4.47058596e-07
    9.98878896e-01   8.52159337e-06   4.80971270e-04   2.01132949e-04
    9.86568352e-07   2.46589800e-04]
 [  8.58749354e-06   2.16287594e-06   1.90739302e-05   4.11874862e-06
    9.87585902e-01   1.08682623e-04   6.90979277e-06   3.86675732e-04
    1.15638111e-04   1.17623657e-02]
 [  5.17277977e-06   5.31693013e-06   4.83662807e-05   9.99780476e-01
    1.21712119e-07   1.25728053e-04   4.79485962e-08   7.72601609e-08
    3.26381196e-05   1.98670455e-06]
 [  4.06811921e-07   1.26939199e-06   2.37806016e-05   1.39128742e-05
    5.79578739e-07   2.81860412e-06   4.23523855e-10   9.99254048e-01
    4.97113160e-06   6.98151067e-04]
 [  1.10971220e-02   3.38857571e-05   1.51524823e-02   1.88434089e-04
    4.02397569e-03   6.59445010e-04   2.78679916e-04   5.69020351e-03
    3.36446858e-04   9.62539315e-01]
 [  4.18845684e-06   5.97806149e-07   9.98929203e-01   1.03943644e-03
    2.87093485e-07   7.93165782e-08   1.77906384e-06   1.02724089e-05
    1.41707987e-05   5.88406337e-08]
 [  3.85092881e-06   6.28117114e-09   2.88206621e-07   5.70410884e-05
    5.53935897e-10   9.99937415e-01   9.74812338e-08   1.28495270e-10
    1.29139141e-06   1.44352832e-08]
 [  2.11714956e-04   4.76292567e-03   9.52541173e-01   4.00760882e-02
    8.05127968e-07   4.63189735e-06   4.87149418e-06   3.00307729e-05
    2.36591441e-03   1.97124632e-06]
 [  8.00013295e-05   9.92984295e-01   6.42933242e-04   5.06180571e-04
    4.30689579e-05   3.82231556e-05   6.44740299e-04   6.20821957e-05
    4.98862611e-03   9.95108985e-06]
 [  5.33784987e-05   9.97064888e-01   4.51689790e-04   2.39138928e-04
    2.03388772e-04   1.22066165e-04   2.13859632e-04   4.14628477e-04
    1.05998269e-03   1.77144248e-04]
 [  4.63019787e-05   2.51741894e-05   2.27277327e-04   5.19500056e-04
    9.97460604e-01   2.54055427e-04   3.56180564e-04   1.23101112e-04
    3.63348518e-04   6.24466571e-04]
 [  4.45133261e-02   2.58279573e-02   7.09000647e-01   2.42417958e-02
    1.50607026e-04   2.94265477e-03   2.14715842e-02   7.31096588e-05
    1.71740890e-01   3.73569674e-05]
 [  6.03135210e-04   1.16571663e-02   2.63638189e-03   4.38460596e-02
    3.86604271e-03   1.50368083e-03   1.22314924e-03   3.01935105e-03
    8.71556163e-01   6.00888394e-02]
 [  1.97167296e-07   2.08155470e-05   9.99784052e-01   1.11347334e-04
    2.06452478e-05   2.67547603e-06   1.10615820e-05   2.94761051e-08
    4.90351085e-05   3.42822034e-07]
 [  1.22083475e-05   2.68925305e-06   7.82140705e-06   4.17903266e-07
    2.08427620e-04   1.42057383e-04   9.99589145e-01   4.61668606e-08
    3.69839872e-05   3.67307280e-07]
 [  4.47169850e-06   1.30154331e-06   1.71032207e-05   6.45157997e-05
    5.45146668e-06   5.52630445e-06   1.69915282e-09   9.99136508e-01
    9.24634514e-05   6.72748487e-04]
 [  9.71450718e-05   3.98943087e-07   4.76591194e-05   9.78338718e-03
    3.05233661e-05   9.74944293e-01   3.08866438e-05   2.16007470e-06
    3.26738623e-03   1.17961625e-02]
 [  1.53219342e-04   9.91163254e-01   7.07354920e-04   4.38187097e-04
    1.44287397e-03   2.31066206e-05   1.38229545e-04   1.63841737e-03
    4.00253478e-03   2.92545417e-04]
 [  6.39542804e-06   3.67995730e-04   3.10033630e-03   9.95157063e-01
    2.10801522e-06   1.09540427e-03   4.36168364e-07   5.66225717e-05
    1.97408794e-04   1.61457610e-05]
 [  1.90121737e-05   1.65124467e-04   1.76798116e-04   3.65545275e-05
    1.01294114e-04   9.85026956e-01   4.62790485e-04   2.08304282e-05
    1.39678475e-02   2.27400142e-05]
 [  2.35693326e-04   9.93177533e-01   2.95944116e-03   3.77323508e-04
    9.91589332e-05   1.22126503e-05   7.41589640e-04   9.20404040e-04
    1.28708920e-03   1.89458427e-04]
 [  9.99181569e-01   1.83961077e-07   1.62703989e-04   2.15622895e-05
    1.41797807e-06   5.07062243e-04   8.27811846e-07   8.69807700e-05
    2.95361715e-05   8.08340701e-06]
 [  1.35808364e-06   3.60560398e-06   3.00374595e-05   9.88767922e-01
    5.18372781e-06   1.60903123e-03   5.76782666e-09   3.26335867e-04
    5.32987819e-04   8.72341543e-03]
 [  6.95445976e-07   9.98713732e-01   2.20776346e-04   2.21456634e-04
    1.60212112e-05   1.87583373e-06   1.05152176e-05   4.86269237e-05
    7.52672844e-04   1.37502848e-05]
 [  2.07338762e-05   3.29967661e-05   3.88782792e-04   4.11587826e-04
    2.21372843e-02   1.36689545e-04   2.44523494e-06   3.64596583e-02
    6.94558141e-04   9.39715266e-01]
 [  1.02881417e-02   2.51810794e-04   6.69500828e-01   3.00505175e-03
    2.68906411e-02   3.95042216e-03   1.20018378e-01   2.53225498e-05
    1.65867537e-01   2.01859992e-04]
 [  2.36612017e-04   3.22437381e-06   2.49087289e-02   1.29644595e-05
    7.62730658e-01   4.17296262e-03   1.67720336e-02   7.99590198e-05
    1.90514535e-01   5.68295713e-04]
 [  6.46680917e-07   8.92290359e-07   1.92568841e-04   9.83954749e-08
    7.55489920e-04   4.47570092e-05   9.98980701e-01   3.67578146e-08
    2.43544164e-05   3.27130550e-07]
 [  2.61023873e-04   1.26144132e-02   5.31212194e-04   1.45736951e-04
    2.04111682e-03   5.81661123e-04   9.79278445e-01   8.73859392e-07
    4.52892995e-03   1.67211692e-05]
 [  2.39056833e-02   3.18103295e-04   1.07347928e-02   3.47084628e-04
    4.50562328e-01   1.41811250e-02   4.35518265e-01   1.50225284e-02
    7.12233270e-03   4.22877595e-02]
 [  4.98055946e-04   1.92081861e-05   3.18950697e-06   3.60294187e-04
    4.78460547e-03   9.01205659e-01   9.24882516e-02   1.34008644e-06
    4.77030146e-04   1.62435725e-04]]
INFO:tensorflow:probabilities = [[  1.53451590e-04   8.11256450e-06   1.77640431e-02   2.44590615e-06
    4.99089761e-03   3.61549974e-05   9.76909578e-01   4.66607071e-06
    8.07256874e-05   4.99168782e-05]
 [  5.24487987e-04   3.00591113e-03   3.05013638e-03   7.26398706e-01
    2.66256884e-05   1.33957550e-01   1.12201706e-05   1.24126777e-01
    1.88477070e-03   7.01378100e-03]
 [  5.72736375e-04   3.69552465e-04   9.53468919e-01   1.77664794e-02
    3.57228316e-07   7.65940131e-05   4.74623994e-06   5.51445828e-06
    2.77349874e-02   6.61121788e-08]
 [  2.80487176e-04   2.40080495e-04   8.54746904e-05   5.25779556e-04
    1.00216761e-01   1.50162040e-03   5.73077123e-05   6.71763346e-02
    2.81454925e-03   8.27101648e-01]
 [  1.36797273e-04   2.27155397e-06   1.56680806e-04   2.45280826e-05
    1.27272171e-04   9.99166950e-05   9.98438418e-01   7.25469590e-07
    1.01263635e-03   7.47638069e-07]
 [  4.37783674e-05   1.17179830e-07   1.54476002e-05   1.15904817e-03
    2.87971233e-07   3.63923231e-04   2.81716375e-08   1.22835736e-05
    9.98013139e-01   3.91851994e-04]
 [  9.99737442e-01   6.02550543e-09   1.50088426e-05   1.86664387e-04
    2.75379875e-07   5.68133828e-06   3.00451647e-05   1.33398942e-06
    6.60402065e-06   1.70085113e-05]
 [  3.93525406e-04   8.99830426e-04   6.82121236e-03   4.96780779e-03
    7.93638825e-03   1.03998017e-02   6.21323707e-04   1.35697459e-03
    8.90187681e-01   7.64154270e-02]
 [  9.86521780e-01   2.23896180e-07   1.27842161e-03   8.03705596e-04
    6.42493347e-08   5.89464791e-03   5.17877334e-06   1.25193605e-04
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    4.25016196e-06   8.20583291e-03   2.00332754e-04   4.35466136e-05
    8.61561202e-05   5.32398117e-04]
 [  1.27478061e-05   3.12479060e-05   9.87639964e-01   1.15408069e-02
    4.42831816e-09   1.06374603e-06   1.61511775e-06   8.29352587e-08
    7.72389176e-04   7.41365802e-10]
 [  1.02271653e-04   6.00135609e-05   1.20343517e-04   1.86435776e-04
    2.01644283e-02   2.11558421e-04   1.12886310e-05   1.05397617e-02
    6.79080980e-03   9.61813152e-01]
 [  9.69559014e-01   6.68139251e-08   7.21961478e-05   1.18506505e-05
    1.35082894e-06   2.88161896e-02   4.71803432e-05   5.00453780e-06
    1.47450471e-03   1.25802435e-05]
 [  1.22840531e-04   9.55038667e-01   4.63159150e-03   2.60597002e-03
    7.92963023e-04   1.04237195e-04   1.23222795e-04   3.21206339e-02
    6.36690296e-04   3.82321002e-03]
 [  4.74898552e-05   2.50110202e-06   2.91267643e-04   9.99465883e-01
    9.25745383e-08   7.98347319e-05   9.40695543e-07   1.30003116e-07
    1.09217974e-04   2.59931380e-06]
 [  1.48627498e-06   3.03919774e-06   9.96885955e-01   2.79575423e-03
    2.56614587e-08   1.92135249e-05   4.49590694e-08   4.02148435e-05
    2.48842785e-04   5.44973227e-06]
 [  9.94153917e-01   1.19493450e-07   4.22331085e-03   2.30957739e-04
    3.99425016e-06   2.34632480e-05   1.52571874e-05   2.67546711e-04
    2.64843606e-04   8.16451327e-04]
 [  2.99586336e-05   1.63776672e-03   3.33139687e-05   7.72379572e-04
    6.22391701e-01   9.05606837e-04   3.77031865e-05   2.26756334e-01
    4.09207866e-02   1.06514417e-01]
 [  9.98759508e-01   1.06397351e-07   3.80989979e-04   2.10461949e-05
    5.21468155e-06   2.64636968e-04   2.19146648e-04   1.30480490e-04
    1.11192594e-06   2.17623587e-04]
 [  2.41704844e-03   1.10147660e-07   8.04627407e-03   5.78682637e-04
    1.44141268e-06   1.72755867e-03   3.44428190e-06   2.09036375e-06
    9.80419219e-01   6.80410443e-03]
 [  2.11434181e-05   1.37744560e-09   1.06611893e-08   5.57760495e-06
    8.81283256e-07   1.41725113e-05   1.21574339e-11   9.99175608e-01
    4.46514861e-08   7.82549905e-04]]
INFO:tensorflow:global_step/sec: 155.475
INFO:tensorflow:loss = 0.0951108, step = 15001
INFO:tensorflow:probabilities = [[  9.83370662e-01   1.08279437e-06   3.38520767e-04   8.63871446e-06
    1.36190021e-04   2.39566565e-04   1.52782695e-02   3.18661732e-05
    5.57958498e-04   3.70498274e-05]
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    1.12120935e-08   7.04617241e-06   1.49850410e-09   1.93100824e-08
    9.90543995e-05   1.87815331e-07]
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    5.25069026e-06   9.99468148e-01   1.11069198e-06   3.95550444e-07
    2.22756920e-04   1.42713921e-04]
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    7.10325316e-04   1.21295685e-03   1.28330756e-03   4.25297825e-04
    6.86947722e-03   9.38405428e-05]
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    6.74019930e-07   2.30992573e-05   7.92924675e-06   1.53050772e-04
    1.34644739e-04   1.84781447e-06]
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    9.79653597e-01   8.65034410e-04   1.23578007e-04   1.83726370e-04
    1.48336898e-04   2.22822605e-03]
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    4.68769576e-03   1.82380620e-02]
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    2.30498437e-04   4.55952295e-06]
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    3.18783464e-07   6.41243940e-04]
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    3.84912938e-02   3.52088464e-05]
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    1.70268666e-03   9.24154520e-01]
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    1.87717064e-03   2.54562416e-04]
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    4.10640055e-08   1.08112325e-03   1.68504414e-07   1.74404397e-06
    2.12307146e-04   2.16303724e-05]
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    1.86030059e-06   1.04614071e-06]
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    3.08319181e-02   9.28794086e-01]
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    3.57209569e-06   7.48574905e-07]
 [  9.99915838e-01   4.93050878e-10   6.40599001e-06   2.05246948e-07
    1.86091626e-07   8.51765776e-07   4.80941435e-06   2.15922046e-06
    9.99202166e-06   5.94391931e-05]
 [  5.77700957e-05   2.69699158e-05   2.91011739e-03   2.17119791e-03
    2.31536236e-02   2.55005574e-03   2.70733563e-05   4.42904271e-02
    5.67782298e-03   9.19134915e-01]
 [  9.91403759e-01   3.89821366e-08   6.34830270e-04   1.86584046e-04
    1.28871349e-07   2.67310115e-03   4.23307938e-07   3.36886337e-03
    1.17903779e-04   1.61429541e-03]
 [  2.30188178e-07   1.95840251e-08   2.53697654e-05   3.16091144e-04
    6.11464124e-09   8.74824673e-06   9.89222246e-11   9.99503016e-01
    6.65202533e-05   8.00387352e-05]
 [  9.99917626e-01   7.52692664e-09   1.75079167e-05   1.16138767e-06
    3.25369315e-10   5.91836324e-05   2.30535147e-06   7.13001143e-08
    1.61178775e-06   3.81887617e-07]
 [  1.13454043e-05   9.97031808e-01   3.54687305e-04   7.68500264e-04
    1.70799161e-04   1.05125055e-05   2.35447180e-04   4.14521026e-04
    9.35052463e-04   6.74402763e-05]
 [  1.09665468e-03   1.73306835e-05   4.65450808e-03   8.75388097e-04
    2.53117090e-04   4.67722624e-04   5.36813277e-05   2.66310526e-04
    9.91542339e-01   7.72975734e-04]
 [  2.32089078e-04   3.40422339e-05   1.73384818e-04   7.11057655e-05
    3.44995300e-07   9.97026026e-01   1.36352482e-03   1.21639019e-07
    1.09932292e-03   1.04311425e-07]
 [  1.75645782e-05   9.28641796e-01   2.28363066e-03   1.55578961e-03
    8.92425742e-05   1.18683989e-03   5.23327326e-04   3.60696577e-04
    6.51108548e-02   2.30373407e-04]
 [  5.13687262e-08   1.13021104e-08   2.98798994e-08   1.73182400e-07
    9.99009252e-01   3.74740785e-06   4.53403686e-07   4.42662495e-05
    1.92013522e-06   9.40052036e-04]
 [  9.97568905e-01   4.42125234e-08   9.41150996e-04   2.64859962e-04
    6.22946104e-08   1.09699671e-03   2.84623894e-07   2.51686652e-05
    1.88623271e-05   8.36450126e-05]
 [  6.70719892e-04   4.51174092e-05   1.18180364e-02   5.96414393e-05
    8.68859410e-01   1.16292899e-02   2.77836970e-03   3.18642077e-03
    1.46026053e-02   8.63505155e-02]
 [  2.15342250e-02   4.10148969e-05   1.96903152e-03   8.92475154e-03
    3.29896584e-02   1.98176363e-03   4.84986318e-04   1.48337241e-03
    1.63859054e-02   9.14205313e-01]
 [  9.98954415e-01   4.22759996e-07   7.75876906e-05   1.16020055e-04
    2.95413969e-07   5.63883514e-04   8.06312091e-05   3.61923594e-05
    1.66700906e-04   3.85390740e-06]
 [  6.80802166e-02   3.16812875e-05   1.01344073e-02   1.04840539e-01
    2.40456851e-04   1.21767946e-01   1.49315540e-02   9.70613382e-06
    6.78746462e-01   1.21698563e-03]
 [  2.50568519e-07   1.75319101e-08   2.08867064e-07   7.04108825e-05
    4.00751041e-08   9.99085069e-01   7.67540485e-08   6.41472564e-09
    8.41660541e-04   2.16271019e-06]
 [  5.86204405e-04   4.84171287e-05   1.80321367e-04   1.00847144e-04
    8.44359398e-04   1.17173709e-03   9.96151388e-01   1.37561199e-06
    8.99869541e-04   1.53915043e-05]
 [  1.63532340e-10   1.14798198e-08   6.88409955e-07   9.99995828e-01
    6.09532997e-12   3.44591899e-06   3.88967884e-13   4.15421517e-11
    9.64907265e-09   1.02459607e-09]
 [  1.36856301e-07   2.09655809e-05   1.93409032e-05   9.84410405e-01
    2.16891135e-06   1.53761767e-02   3.14218113e-07   2.56512749e-06
    1.59035160e-04   8.88273735e-06]
 [  6.63422179e-05   9.90813315e-01   2.49049539e-04   1.33147032e-03
    7.25295453e-04   1.26120358e-04   4.80153758e-05   3.46634607e-03
    2.32357229e-03   8.50255252e-04]
 [  9.95693699e-06   7.02664636e-07   3.04716577e-05   1.39302401e-05
    9.97542977e-01   2.37626358e-04   8.45667910e-06   4.12044261e-04
    1.77992151e-05   1.72606937e-03]
 [  1.09257708e-05   1.24456875e-07   1.28973224e-05   7.85550753e-08
    9.97723997e-01   3.53670498e-06   2.12202431e-03   1.92878069e-05
    2.54648348e-05   8.16668689e-05]
 [  7.35001186e-06   9.88373995e-01   6.90492219e-04   3.61780956e-04
    9.28770285e-04   8.90361043e-05   3.31368734e-04   2.06049212e-04
    8.98354966e-03   2.76025949e-05]
 [  1.03018838e-05   1.20391377e-07   2.42527358e-06   6.82446262e-05
    7.70901097e-04   1.51002270e-04   1.26215127e-06   6.51319977e-04
    1.10996736e-03   9.97234523e-01]
 [  3.64963082e-03   3.71806382e-04   5.80570512e-02   9.45330888e-04
    1.94261238e-01   8.61636188e-04   7.28807747e-01   9.68839321e-03
    1.60729385e-03   1.74979737e-03]
 [  1.20238066e-04   2.40456119e-01   3.32511845e-03   5.22331893e-03
    2.34650642e-01   2.41538789e-02   1.70407270e-03   2.02802345e-02
    4.63034600e-01   7.05180364e-03]
 [  5.55871566e-07   2.16943499e-06   6.37145467e-06   1.28687738e-04
    5.99347928e-04   1.69016603e-05   8.49255777e-09   2.50567440e-02
    1.31535329e-04   9.74057674e-01]
 [  9.99981999e-01   8.88079499e-10   5.23649260e-06   1.79209508e-06
    8.33806180e-09   3.66321342e-06   4.30001319e-06   1.96358747e-06
    1.05464373e-07   9.13036331e-07]
 [  1.23977803e-01   5.90264704e-03   2.95038130e-02   6.09405637e-02
    4.31960970e-02   2.37295385e-02   4.03349809e-02   3.39943124e-03
    6.26886547e-01   4.21285816e-02]
 [  1.70252006e-05   9.94952559e-01   9.68608365e-05   4.33418667e-04
    4.52249587e-05   1.14167080e-04   3.12048622e-04   3.70570961e-05
    3.93072702e-03   6.08129703e-05]
 [  3.33612505e-03   3.35435980e-05   5.70834847e-03   7.37032969e-04
    2.26025921e-04   9.83835101e-01   4.15878976e-03   9.14944940e-06
    1.88204565e-03   7.37448136e-05]
 [  4.85845419e-07   1.86325778e-05   3.06816003e-03   9.95202303e-01
    8.27789481e-09   1.86135712e-05   1.69542835e-09   9.40291910e-04
    5.11176710e-04   2.40253154e-04]
 [  9.98265803e-01   6.89079460e-09   1.16259398e-04   8.19595589e-05
    9.67633262e-09   3.27975977e-05   1.84632487e-08   1.40728499e-03
    3.21986192e-07   9.54654315e-05]]
INFO:tensorflow:probabilities = [[  8.43541755e-04   1.11712594e-04   1.61863572e-03   1.60437441e-04
    9.59655852e-04   1.07450224e-03   9.92783666e-01   1.70988424e-05
    2.41079903e-03   1.99507667e-05]
 [  2.45269784e-03   1.65765712e-04   4.73849563e-04   1.98982982e-03
    4.98995942e-05   3.16013753e-01   1.08886855e-02   1.00856209e-06
    6.66358352e-01   1.60614389e-03]
 [  2.85517727e-03   2.81639159e-01   6.22755522e-03   1.67537574e-03
    8.01729262e-02   2.31311144e-03   4.74497452e-02   4.36491193e-03
    5.42854428e-01   3.04475967e-02]
 [  5.46426018e-05   1.14665411e-01   1.10030798e-02   1.01289660e-01
    1.98307931e-02   1.49095580e-02   3.12550372e-04   3.65439393e-02
    6.85893655e-01   1.54967764e-02]
 [  4.29362018e-07   1.13864053e-05   2.69213077e-02   3.82156335e-02
    7.55466374e-07   3.09430015e-06   6.90900919e-08   9.34790492e-01
    5.31085534e-05   3.71286274e-06]
 [  2.06585105e-06   2.81552402e-05   2.61509675e-04   5.32832928e-06
    5.30317798e-03   6.60954756e-05   9.94226456e-01   4.78617812e-06
    8.92440075e-05   1.31027964e-05]
 [  9.11250710e-04   3.09104362e-04   9.91172254e-01   4.19743173e-03
    2.94517122e-06   8.05213349e-05   4.76967616e-05   2.97513325e-03
    2.78465333e-04   2.51896672e-05]
 [  1.04993051e-05   1.35072366e-06   1.28955682e-04   1.37580528e-05
    3.11885633e-05   5.16956381e-04   1.24722239e-04   9.04416811e-06
    9.99111116e-01   5.23633244e-05]
 [  4.76621352e-07   3.34313000e-07   9.69731218e-07   1.83531574e-06
    9.94070470e-01   5.90127311e-04   1.74276192e-06   5.15071792e-04
    5.86537935e-04   4.23221057e-03]
 [  5.08091625e-06   1.74531536e-07   8.33381840e-04   2.44962757e-05
    9.98571157e-01   2.43272007e-06   2.98494037e-04   9.79366232e-05
    4.88482729e-05   1.17922944e-04]
 [  6.17630954e-04   1.66782469e-03   1.07357919e-01   7.91536331e-01
    6.83837982e-07   3.05914003e-02   1.53930193e-06   6.32017925e-02
    5.00049023e-03   2.43658633e-05]
 [  2.32986367e-05   9.96142685e-01   5.16636763e-04   4.59282339e-04
    3.50094691e-04   3.50575792e-05   2.97994957e-05   2.02346803e-03
    2.75673228e-04   1.44089485e-04]
 [  4.40201431e-04   5.47525065e-04   7.34817062e-04   3.80850834e-05
    9.19452667e-01   1.29917159e-03   4.73394524e-03   9.06239916e-03
    1.58442669e-02   4.78468761e-02]
 [  5.61861361e-06   2.92065972e-03   1.78719461e-07   3.36694153e-04
    1.10303890e-03   1.04116695e-03   2.70135274e-06   4.62667784e-03
    1.07704378e-04   9.89855528e-01]
 [  1.80404086e-03   9.69351530e-01   5.06832078e-03   1.18901208e-03
    1.01233581e-02   7.00447476e-04   2.57712323e-03   3.18035623e-03
    4.59075440e-03   1.41497247e-03]
 [  1.40650169e-04   1.19872698e-06   4.84378048e-04   1.71521184e-04
    2.23636888e-02   1.72326880e-04   2.96671942e-06   2.48850826e-02
    2.14313599e-03   9.49635088e-01]
 [  1.02056284e-03   1.22165702e-05   1.89174176e-03   6.12567998e-02
    4.40051197e-04   2.31669266e-02   1.37204234e-03   5.82164739e-06
    9.08188045e-01   2.64575682e-03]
 [  8.55031684e-02   8.68179183e-03   3.59261543e-01   1.14300437e-01
    1.67284234e-04   5.07487394e-02   9.46160231e-04   7.48199150e-02
    2.87594914e-01   1.79761201e-02]
 [  4.25260805e-06   1.13601633e-03   7.59831746e-05   9.51390803e-01
    1.26323971e-06   4.65839915e-02   6.45033333e-06   3.43455071e-07
    7.59679242e-04   4.12166519e-05]
 [  2.83397172e-09   3.43328821e-07   1.18801233e-06   9.99948978e-01
    7.88072496e-10   3.61124221e-05   3.60694946e-11   1.50675454e-08
    1.29529853e-05   3.78459589e-07]
 [  2.43652335e-06   1.21649988e-08   5.98936708e-07   1.05968656e-05
    4.72927437e-04   1.60373784e-05   1.20133459e-08   1.25531824e-02
    5.64564925e-06   9.86938596e-01]
 [  9.96375144e-01   1.49726027e-08   2.90105643e-04   2.07843070e-04
    1.97085637e-09   3.11100692e-03   5.67652876e-07   1.67660721e-06
    1.27650619e-05   1.00633417e-06]
 [  3.55403681e-05   1.69948198e-05   6.05740817e-04   2.60368921e-04
    9.82417345e-01   2.25548923e-04   9.53288574e-04   1.06110319e-03
    1.89410115e-04   1.42348027e-02]
 [  1.79281645e-03   9.66142118e-01   9.78258904e-03   1.31061894e-03
    3.82218195e-06   1.48609784e-02   3.45248147e-03   8.53162273e-05
    2.56402371e-03   5.25070209e-06]
 [  9.97722089e-01   2.50004859e-07   3.97690223e-04   9.14476404e-05
    2.80282308e-07   1.48462853e-03   1.05889383e-04   5.76269485e-06
    1.72051237e-04   1.99350943e-05]
 [  1.41387427e-04   1.33107498e-08   5.11904091e-06   5.42247705e-08
    1.63307751e-03   8.05106174e-06   9.98095691e-01   1.50562971e-06
    1.10352426e-04   4.73137334e-06]
 [  3.96764444e-05   2.19812039e-02   2.28172261e-02   2.27352581e-03
    2.37021246e-04   5.36246181e-01   4.15282905e-01   2.35068296e-06
    1.11781561e-03   2.04470030e-06]
 [  7.68979589e-05   1.29031003e-04   3.03193119e-05   1.12446130e-03
    7.29715917e-03   7.33197841e-04   1.51388858e-05   2.70482842e-02
    1.23263868e-02   9.51219082e-01]
 [  2.20913580e-06   2.90857724e-06   3.38428724e-03   1.80275529e-04
    1.20703044e-05   2.25287044e-06   2.69712331e-07   9.95501220e-01
    2.09816862e-04   7.04705541e-04]
 [  9.97876287e-01   1.57309330e-07   8.66053451e-05   3.85983963e-04
    5.78743766e-07   6.49711059e-04   3.42452836e-07   1.72061089e-04
    6.95770083e-04   1.32521775e-04]
 [  9.97252524e-01   7.30997954e-06   4.50298365e-04   1.31324094e-04
    5.56435407e-06   5.94254991e-04   1.01241411e-03   1.53549219e-04
    1.20506542e-04   2.72121513e-04]
 [  1.28065785e-05   4.00057570e-06   5.87403611e-06   2.67855648e-04
    5.95972597e-06   2.27770015e-05   4.18868211e-08   9.98974442e-01
    1.62250326e-05   6.90144021e-04]
 [  1.79957924e-03   2.16283090e-02   1.33178588e-02   1.39676814e-03
    8.56673896e-01   2.09186152e-02   2.40143184e-02   2.67072534e-03
    4.95592020e-02   8.02074373e-03]
 [  4.99954211e-08   6.02868733e-09   4.30712390e-07   3.98055272e-05
    8.46643311e-10   8.73105137e-07   4.50506603e-13   9.99845743e-01
    1.26903515e-07   1.12995433e-04]
 [  2.81115528e-04   1.37867901e-05   3.83126790e-05   4.99939919e-03
    9.27540896e-06   9.89102602e-01   1.36672973e-03   2.85169275e-08
    4.17326204e-03   1.54269765e-05]
 [  8.04965111e-06   3.24008462e-04   4.05846504e-06   6.47654582e-04
    6.89821533e-09   9.98852968e-01   1.99726364e-05   2.26799273e-07
    1.42363133e-04   6.14906639e-07]
 [  4.82405881e-07   1.31394165e-06   2.88388313e-04   9.97575343e-01
    2.15984581e-08   1.65232958e-03   5.37593792e-07   6.89690860e-10
    4.81655268e-04   2.99532239e-08]
 [  1.99553627e-03   2.32645252e-04   1.54072099e-04   1.71047950e-03
    9.16609075e-04   5.24454471e-03   1.24928914e-03   9.97087918e-04
    9.27833617e-01   5.96660152e-02]
 [  1.44219996e-06   1.66617451e-06   6.37631514e-04   9.99061048e-01
    1.30804023e-09   2.76933162e-04   1.14619747e-09   1.10706031e-08
    2.13132462e-05   1.76778201e-08]
 [  9.99981761e-01   2.19144411e-10   1.02767908e-05   3.18369672e-07
    1.27626217e-11   7.31156842e-06   3.78253304e-07   5.84095901e-08
    1.49135264e-08   1.20942323e-09]
 [  1.34950164e-06   2.03857581e-07   5.15965148e-05   1.10650412e-07
    1.64670579e-04   4.76764399e-05   9.99730647e-01   6.49439447e-10
    3.64362654e-06   2.09487059e-08]
 [  1.05049857e-03   8.71872035e-05   7.02747202e-04   1.98600255e-03
    2.46996118e-04   2.72900774e-03   8.51393736e-04   4.20791475e-05
    9.88303542e-01   4.00054129e-03]
 [  1.00746599e-03   8.78286301e-05   9.56606702e-04   3.76278913e-04
    8.95020185e-06   5.54302882e-04   1.01993037e-02   7.50399522e-07
    9.86779809e-01   2.87376643e-05]
 [  5.96020764e-05   4.45669430e-05   1.25362101e-04   5.59275686e-05
    6.85739331e-04   7.48873409e-03   9.91394341e-01   5.39361587e-08
    1.43448458e-04   2.24846644e-06]
 [  1.19088771e-04   1.68445677e-05   7.65020523e-05   2.52561551e-03
    3.56354358e-05   9.93521154e-01   2.56248075e-03   1.81328843e-07
    1.11707603e-03   2.53691760e-05]
 [  2.74206886e-05   1.13523864e-04   1.05497111e-05   3.42411629e-04
    4.26337421e-01   3.23435036e-03   6.53158568e-05   5.49398689e-03
    3.90635047e-04   5.63984454e-01]
 [  1.85600238e-05   9.97687340e-01   5.30098740e-04   2.30865306e-04
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    2.62122194e-04   2.96522521e-05]
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    9.94502068e-01   6.06604095e-04]
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    1.13383180e-03   1.52252149e-04]
 [  1.14787475e-03   1.59945455e-03   3.04290268e-04   4.74660956e-05
    8.58881322e-05   1.52708078e-03   9.89879727e-01   2.57642512e-07
    5.40705677e-03   9.35221465e-07]
 [  2.60122179e-05   9.98494029e-01   2.58286658e-04   1.88104037e-04
    1.39642900e-04   2.25957974e-05   3.68308276e-04   3.04810645e-04
    1.77667025e-04   2.04211192e-05]
 [  3.58391524e-04   9.86631572e-01   1.25032908e-03   1.90428097e-03
    2.00945593e-04   5.32867620e-04   8.14653584e-04   8.07460281e-04
    7.09999772e-03   3.99591110e-04]
 [  3.93692644e-05   1.20609388e-04   4.32842848e-04   6.78595230e-02
    2.50443118e-04   5.72214462e-03   1.47306773e-05   2.03144308e-02
    8.93079638e-01   1.21661695e-02]
 [  3.34866494e-02   4.33511712e-04   1.05130086e-02   7.86769509e-01
    7.91826969e-05   6.50030747e-03   1.25891028e-03   8.47693242e-04
    1.53608456e-01   6.50286162e-03]
 [  8.64388538e-04   3.00362240e-06   4.60449402e-04   1.21342862e-04
    3.14744078e-02   1.58829280e-04   1.72226210e-05   5.11204936e-02
    1.99633259e-02   8.95816565e-01]
 [  1.90449609e-05   9.93537486e-01   1.63381407e-03   1.94078035e-04
    3.97005242e-05   5.53601531e-05   5.03485826e-05   6.35018514e-05
    4.38419217e-03   2.25007043e-05]
 [  5.67454554e-05   5.05481548e-05   1.28679298e-04   9.92208183e-01
    1.62383840e-05   5.41257253e-03   3.46668526e-06   8.43805537e-06
    2.01099063e-03   1.04201798e-04]]
INFO:tensorflow:global_step/sec: 153.319
INFO:tensorflow:loss = 0.152041, step = 15101
INFO:tensorflow:probabilities = [[  5.04202580e-05   6.36422692e-06   6.97749201e-05   3.72774922e-03
    2.83516715e-06   9.94204462e-01   1.27944164e-04   4.83468602e-06
    1.70059770e-03   1.04855200e-04]
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    1.55807242e-01   7.62144523e-03]
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    3.90660047e-04   1.13067688e-06]
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    2.46884192e-05   1.11927534e-06]
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    1.23621885e-05   1.48997686e-04]
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    5.58860052e-07   1.42723661e-06]
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    4.65269986e-04   8.32066119e-01]
 [  2.22004314e-06   1.32044276e-09   3.99613668e-07   3.28148853e-05
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    2.33591618e-06   6.60091464e-04]
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    9.97032523e-01   2.66447198e-04]
 [  2.44021436e-07   1.91628558e-07   6.08994887e-05   5.35508070e-06
    9.98185575e-01   1.12292917e-04   1.95661050e-04   2.38510165e-05
    3.52283787e-05   1.38082018e-03]
 [  1.72432428e-05   1.84763155e-06   4.23070509e-03   1.04592827e-05
    9.87397909e-01   1.06191507e-03   5.51297190e-03   1.88822611e-04
    8.19189081e-05   1.49615214e-03]
 [  3.06237075e-06   5.03174647e-07   1.55113852e-07   3.84161249e-04
    6.06308458e-03   9.26553388e-04   3.12770005e-08   8.18194970e-02
    5.34555817e-04   9.10268426e-01]
 [  4.78904758e-06   2.80220102e-05   9.99751985e-01   1.07178879e-04
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    6.52292292e-05   1.05942772e-05]
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    1.06794229e-02   2.22175542e-04   8.02917839e-07   8.62681959e-03
    1.64411322e-03   9.78572905e-01]
 [  5.54529515e-06   1.68064780e-08   2.58057444e-05   1.83833035e-05
    4.00074214e-07   8.05656236e-06   8.88593032e-10   9.98078585e-01
    3.30121256e-05   1.83030800e-03]
 [  3.71867558e-04   3.19082439e-02   9.16246235e-01   6.13717316e-03
    7.27140723e-05   7.23361591e-05   3.53595387e-04   3.73511575e-05
    4.47923951e-02   8.10900656e-06]
 [  3.18651320e-03   6.28165117e-06   6.01084344e-03   2.14509806e-03
    6.38829006e-05   1.17558497e-03   2.31219974e-06   8.26884508e-01
    1.43754843e-03   1.59087360e-01]
 [  5.88647905e-04   4.16432944e-04   8.78534913e-01   1.35651484e-04
    6.04538759e-03   7.30447005e-03   2.10554283e-02   7.81814847e-03
    7.79841319e-02   1.16792122e-04]
 [  2.41161135e-04   9.89035547e-01   1.30393484e-03   2.94485973e-04
    1.45594613e-03   1.80204443e-04   9.10279283e-04   2.15476868e-03
    4.29961504e-03   1.24068581e-04]
 [  9.98888791e-01   2.18017870e-09   2.93095800e-05   6.96199294e-08
    1.16670529e-09   9.61734739e-04   1.18274394e-04   2.54004249e-07
    1.14820932e-06   3.65551301e-07]
 [  2.03021094e-02   3.44565175e-02   7.78442435e-03   3.78338732e-02
    8.70833082e-06   2.22325057e-01   4.36366863e-05   3.25643457e-03
    6.71759844e-01   2.22933176e-03]
 [  3.05822417e-02   8.04020747e-05   1.17226578e-02   4.71963940e-05
    8.70108664e-01   1.14857231e-03   6.54943883e-02   7.10419333e-03
    4.80602757e-04   1.32311741e-02]
 [  5.61175169e-03   1.26566338e-05   1.03681963e-02   1.14002854e-04
    2.95305508e-04   4.19012532e-02   2.55020265e-03   1.19995174e-03
    9.31249917e-01   6.69680256e-03]
 [  4.08497086e-04   3.45520936e-02   3.66224557e-01   5.21647483e-02
    4.49484796e-04   3.81223448e-02   2.04313583e-05   4.63441998e-01
    3.45204994e-02   1.00953551e-02]
 [  4.13430715e-03   2.62552319e-04   2.12573204e-02   3.70962499e-03
    4.46768798e-04   1.13351671e-02   2.33237650e-02   3.35565746e-05
    9.35427427e-01   6.96353527e-05]
 [  1.54011525e-06   2.38448465e-05   1.83273241e-05   9.95509148e-01
    5.07809500e-06   2.93258717e-03   2.25444126e-07   1.95338907e-05
    2.18020126e-04   1.27170084e-03]
 [  6.23088155e-04   9.90085125e-01   2.20255181e-03   1.48482868e-04
    8.16467335e-04   2.20959657e-04   1.54321361e-03   9.05218069e-04
    3.03903595e-03   4.15836985e-04]
 [  5.10315411e-03   9.02096581e-05   4.10530447e-05   2.51251942e-04
    3.12272618e-06   9.84355092e-01   7.02631805e-05   1.83717476e-03
    8.20536446e-03   4.32631750e-05]
 [  8.06828466e-05   6.61692349e-04   9.91202593e-01   3.53790028e-03
    1.58220223e-06   1.50171727e-05   4.20682738e-03   4.60855881e-06
    2.88645853e-04   4.33758714e-07]
 [  1.83144110e-07   5.45335240e-07   4.09421727e-06   3.05143537e-08
    9.99901175e-01   2.19034755e-05   1.58462044e-05   4.86677209e-06
    1.99510632e-05   3.13170749e-05]
 [  2.68872012e-04   2.53067337e-05   4.82245319e-04   9.96582329e-01
    9.52713549e-07   9.24830791e-04   2.22539569e-07   9.75244329e-05
    1.60471027e-04   1.45722786e-03]
 [  1.14915695e-03   1.32151963e-05   9.94388282e-01   3.26744420e-03
    1.54423440e-04   4.66195052e-05   1.67084989e-04   3.63808387e-04
    1.22684442e-05   4.37677925e-04]
 [  1.96509631e-04   1.97054505e-05   7.18044521e-06   1.89660968e-05
    2.25869720e-04   9.98793840e-01   2.80793727e-04   5.11089311e-05
    3.85698688e-04   2.03408199e-05]
 [  5.92262222e-06   1.56309348e-08   6.74924231e-04   5.65104165e-05
    4.68959094e-08   5.13813745e-07   4.75953790e-11   9.99110043e-01
    1.74709930e-06   1.50216350e-04]
 [  7.15574151e-06   9.93776441e-01   4.31003573e-04   1.64120618e-04
    1.30934248e-04   4.86509263e-04   5.38520515e-04   5.06208526e-05
    4.39396221e-03   2.08798101e-05]
 [  2.86476592e-07   5.98787366e-08   1.48322627e-07   1.00098966e-07
    9.99230623e-01   2.11870815e-06   5.44919676e-05   2.62543199e-05
    3.28150054e-04   3.57876415e-04]
 [  9.77127056e-05   9.94163096e-01   1.69148622e-03   8.50095239e-04
    4.33024601e-04   1.18285272e-04   2.34477513e-04   3.54509481e-04
    2.02556700e-03   3.18893181e-05]
 [  7.71986015e-05   9.97521102e-01   5.44541748e-04   2.90952739e-04
    1.57894494e-04   7.77583191e-05   1.75657231e-04   6.67680113e-04
    4.66850557e-04   2.02759402e-05]
 [  5.03470574e-07   1.25471377e-06   5.25021505e-07   1.20750519e-06
    9.99741495e-01   4.01477382e-06   1.50690557e-05   3.66894856e-05
    7.60162493e-06   1.91675659e-04]
 [  2.47259712e-04   1.85636779e-07   9.99461949e-01   2.71010882e-04
    2.05102815e-08   7.36887705e-06   1.84259250e-07   7.05529055e-06
    3.37888054e-07   4.47613365e-06]
 [  5.56503182e-05   2.49150209e-04   6.04539528e-04   2.53609149e-04
    1.01855599e-04   9.96040821e-01   2.32620878e-05   1.24258484e-04
    2.32359138e-03   2.23287192e-04]
 [  1.56654255e-03   1.95668472e-04   2.10103709e-02   4.30819765e-03
    4.62299533e-04   4.00875043e-03   5.98834013e-04   2.55176215e-04
    9.56696451e-01   1.08978022e-02]
 [  1.93860524e-05   1.55459740e-03   1.13285263e-03   1.20082222e-01
    1.36029130e-05   8.74392807e-01   9.86777886e-05   4.26771658e-05
    2.59252568e-03   7.06541832e-05]
 [  1.08227301e-04   9.96092021e-01   1.31844555e-03   1.66710146e-04
    3.09744937e-04   2.60449469e-05   5.25466981e-04   8.50244323e-05
    1.33586163e-03   3.24766406e-05]
 [  6.58974386e-05   2.63375159e-06   1.51165191e-03   9.98117208e-01
    2.42150104e-08   4.45893711e-05   2.97299863e-07   2.97979426e-07
    2.56192870e-04   1.14841259e-06]
 [  9.73810620e-06   4.76150142e-08   6.71792222e-05   4.58558276e-07
    1.36959052e-05   6.30267023e-05   9.99791324e-01   2.09656759e-09
    5.37078195e-05   8.27758754e-07]
 [  3.96744241e-07   1.22721276e-05   5.01665409e-06   9.99280274e-01
    1.04205196e-06   2.89389369e-04   9.35792812e-08   4.86482406e-07
    3.14457982e-04   9.66496373e-05]
 [  1.03795755e-05   1.06685846e-04   3.13398959e-05   1.83491647e-05
    9.93320227e-01   3.88958026e-04   3.82686325e-04   1.77492344e-04
    1.35152787e-03   4.21228027e-03]
 [  8.63788728e-07   1.05374464e-04   8.05914402e-03   9.89690185e-01
    1.29415239e-05   2.79651049e-05   8.96368590e-07   3.69887530e-05
    2.04908755e-03   1.63858822e-05]
 [  1.39923088e-06   1.93555225e-05   4.87359986e-03   9.85796392e-01
    4.43853105e-06   1.99068268e-03   7.94051061e-07   4.34554640e-05
    7.16385385e-03   1.05870698e-04]
 [  1.78951777e-05   2.52213882e-04   2.13548028e-05   1.87725239e-02
    6.16176499e-10   9.65805829e-01   3.34196130e-07   1.13522015e-04
    1.50098726e-02   6.42298892e-06]
 [  3.19236773e-04   8.49399250e-03   6.70960289e-04   5.62904822e-03
    7.33215883e-02   2.51295627e-03   2.12176019e-04   3.24047469e-02
    2.13311806e-01   6.63123548e-01]
 [  8.99887073e-06   5.34170365e-04   2.26601798e-04   9.97496545e-01
    1.94615823e-05   7.59082905e-04   4.68735698e-06   1.15532039e-05
    6.16014004e-04   3.22877691e-04]
 [  4.94471897e-05   9.96710300e-01   4.75706125e-04   6.65650936e-04
    1.85528959e-04   9.96502513e-06   1.21850404e-04   1.10827142e-03
    4.24831465e-04   2.48304947e-04]
 [  3.80873576e-06   5.26727717e-07   1.94109674e-07   1.30425260e-05
    2.38803308e-02   1.91676445e-04   1.02354093e-07   1.02755986e-02
    2.03983422e-04   9.65430677e-01]
 [  8.90063457e-05   3.17240716e-04   9.21503544e-01   5.88285141e-02
    3.76845080e-08   4.59516195e-05   2.02489403e-07   5.09660458e-04
    1.86912678e-02   1.46644870e-05]
 [  9.58803983e-04   9.09927694e-05   1.36707895e-04   1.28831090e-02
    1.30483340e-05   6.81632757e-03   5.99283667e-05   5.71858118e-06
    9.78577614e-01   4.57751623e-04]
 [  1.15350076e-05   7.11151297e-05   8.59183638e-05   1.18757004e-03
    1.22898202e-02   3.88933811e-04   5.56554187e-06   2.54069152e-03
    1.66118704e-03   9.81757700e-01]
 [  5.24181221e-03   1.85222627e-04   2.87061274e-01   5.73044876e-03
    4.55993177e-05   8.27146359e-05   8.25343420e-07   5.77344418e-01
    9.15330872e-02   3.27746458e-02]
 [  1.02079846e-03   9.78274167e-01   8.20978452e-03   3.25730798e-04
    3.29272909e-04   1.08054097e-04   5.48331998e-04   1.61039969e-03
    9.50397830e-03   6.95356721e-05]
 [  2.83206144e-04   1.19235592e-05   1.30678163e-04   4.27741043e-06
    2.01283212e-04   2.69014010e-04   9.99011397e-01   1.47682158e-06
    7.96714376e-05   7.17486273e-06]
 [  8.03027093e-01   1.76341826e-04   6.55349635e-04   1.48913581e-02
    1.85440658e-05   4.88845930e-02   1.10402107e-04   8.92759126e-04
    1.30347326e-01   9.96286166e-04]
 [  3.52063067e-02   1.09296656e-04   1.43264001e-02   2.32625593e-04
    8.06656659e-01   1.06089143e-02   7.25260749e-02   5.30496845e-03
    1.58468764e-02   3.91818061e-02]
 [  9.99933600e-01   2.06307860e-08   3.36839475e-05   1.41810244e-06
    9.06367514e-09   8.92665048e-06   2.22125527e-05   5.05360553e-08
    9.58049782e-08   4.77646047e-08]
 [  1.91764403e-02   2.48870329e-05   2.82109603e-02   5.41904708e-04
    1.53573637e-03   2.46909037e-01   9.86798182e-02   6.81282302e-07
    6.04652643e-01   2.67953408e-04]
 [  3.79184639e-09   2.02869721e-08   8.10662897e-08   2.67794940e-06
    9.99504685e-01   2.89663258e-05   3.98218617e-07   5.05014953e-07
    1.95555617e-06   4.60927607e-04]
 [  4.28367548e-06   1.09195389e-05   2.73777964e-03   4.82428120e-04
    1.35268696e-04   1.42644320e-04   3.23198829e-03   8.19864113e-07
    9.93233383e-01   2.04780827e-05]
 [  5.07657714e-05   5.80593842e-05   9.90734696e-01   5.80482045e-03
    6.14692155e-08   1.04988040e-03   5.78562576e-05   4.41744487e-06
    2.23898981e-03   4.33734272e-07]
 [  5.42220732e-07   2.10016147e-08   1.72730765e-07   2.12886675e-06
    4.34515613e-07   1.80828511e-06   8.65434981e-12   9.99422789e-01
    1.80652329e-08   5.72163204e-04]
 [  2.19247759e-05   8.31980032e-08   1.25439988e-06   1.29904083e-05
    8.69144696e-06   1.15211238e-04   5.16138776e-09   8.30773115e-01
    3.45123681e-06   1.69063225e-01]
 [  2.40931869e-03   6.67992746e-03   8.79080474e-01   4.57601435e-03
    2.13839621e-06   1.02188300e-04   3.06852460e-02   7.74745331e-07
    7.64632821e-02   7.03470789e-07]
 [  4.67981044e-05   7.69014703e-04   5.06489305e-04   6.99499063e-03
    2.19465219e-04   1.36608339e-03   4.06511426e-05   5.03464253e-05
    9.81822014e-01   8.18401109e-03]
 [  4.92153822e-06   6.21576419e-07   7.91985531e-06   4.96656430e-05
    1.59340630e-07   9.59023146e-06   2.13192339e-10   9.99907613e-01
    7.07455229e-07   1.88373288e-05]
 [  4.88035643e-04   8.00671032e-08   4.92312154e-07   2.16689987e-05
    9.42319573e-04   8.79540457e-04   4.69841922e-07   9.15310860e-01
    6.91457652e-03   7.54420310e-02]
 [  2.53567385e-04   9.18450387e-05   6.36111654e-04   9.70726311e-02
    1.67710858e-03   4.47575003e-02   3.89696070e-05   1.89036108e-03
    5.20487987e-02   8.01533103e-01]
 [  6.93998532e-04   9.56680596e-01   3.22717451e-03   6.93050446e-04
    2.57977168e-03   2.03227508e-04   6.25828141e-03   2.21947921e-04
    2.92206034e-02   2.21474082e-04]
 [  9.25471902e-01   1.05484454e-04   1.24572786e-02   4.02937003e-04
    6.20734136e-05   1.82608869e-02   3.68462950e-02   2.71607947e-04
    5.78505127e-03   3.36328550e-04]
 [  3.32204399e-05   3.47738887e-06   1.54449255e-04   5.48347680e-06
    1.39281861e-02   4.94764063e-05   9.85590160e-01   6.60568985e-05
    9.20610910e-05   7.73869251e-05]
 [  5.19822152e-06   7.54912378e-07   1.82884498e-04   9.83232915e-01
    9.89932119e-08   7.55427405e-03   4.04035427e-09   1.81823598e-05
    8.13378394e-03   8.71964090e-04]
 [  9.99933958e-01   2.31935560e-09   5.30504549e-05   1.48651409e-07
    2.96950708e-09   1.13611886e-05   1.21114590e-06   1.62700530e-07
    1.50123860e-08   2.12127233e-07]
 [  6.77265003e-02   1.63688645e-04   6.04210980e-03   6.20991170e-01
    2.35028119e-06   1.19253725e-01   2.06974022e-07   7.63570666e-02
    1.12591923e-04   1.09350532e-01]
 [  1.08661968e-03   1.91502180e-02   1.56320438e-01   7.33710110e-01
    2.85408786e-03   4.10351418e-02   3.59443575e-03   2.88562793e-02
    6.39623450e-03   6.99646492e-03]
 [  2.46910546e-02   5.09615093e-05   2.10884580e-04   4.61369846e-03
    9.81622288e-05   9.64531958e-01   1.90712512e-03   8.42766749e-05
    2.66264868e-03   1.14918791e-03]
 [  9.50373646e-07   5.34563299e-07   1.86423688e-06   4.43508034e-05
    9.93864477e-01   4.35930360e-06   4.96870052e-06   3.95946577e-03
    6.25467737e-06   2.11267686e-03]
 [  2.20029367e-04   1.55968382e-06   4.21876408e-04   6.88744913e-05
    2.08406746e-05   2.52897473e-04   9.98759627e-01   1.65685208e-06
    2.52243975e-04   4.16300821e-07]
 [  7.78900539e-06   3.41480161e-04   1.59128865e-06   4.09940520e-04
    4.74125756e-07   9.93160009e-01   2.10544385e-05   8.38065333e-08
    6.05709571e-03   4.04131299e-07]
 [  2.82247248e-03   6.77315518e-04   1.49584845e-01   1.30100257e-03
    1.51296332e-01   7.07361801e-03   6.25056541e-03   7.78465765e-03
    1.71331654e-03   6.71495914e-01]
 [  2.06946948e-04   2.07334733e-06   5.83115907e-05   2.43405160e-03
    8.47156389e-06   6.18740823e-03   1.49282219e-04   6.31861951e-07
    9.90713060e-01   2.39760426e-04]
 [  9.88103330e-01   1.43144985e-06   3.08441767e-03   4.45717626e-04
    5.82215289e-05   5.92223136e-03   1.30686478e-03   2.25738608e-04
    5.48236014e-04   3.03961540e-04]
 [  6.88804220e-03   2.23955325e-08   9.32428156e-05   1.16717354e-04
    1.71816609e-07   9.83380139e-01   1.95574703e-05   2.14960328e-05
    8.50116089e-03   9.79567762e-04]
 [  2.94351904e-03   5.36104471e-06   3.51404324e-02   1.41296521e-04
    8.79202962e-01   7.45191297e-04   3.10124606e-02   8.58309772e-03
    1.70237457e-04   4.20554318e-02]]
INFO:tensorflow:probabilities = [[  1.68594113e-06   2.60041525e-05   9.99170184e-01   7.26282480e-04
    5.43222889e-12   2.58310848e-07   2.76230172e-09   2.11563425e-08
    7.55844812e-05   9.80152182e-10]
 [  2.29070964e-03   8.89464200e-01   1.03559420e-02   2.00529005e-02
    5.71118621e-03   2.31676782e-03   5.22849616e-03   1.41115617e-02
    3.68810296e-02   1.35870734e-02]
 [  1.60014333e-05   1.09971552e-06   2.26295526e-07   2.35467942e-05
    1.10365458e-04   1.83309443e-04   1.53907944e-08   9.93841171e-01
    7.76003799e-06   5.81653044e-03]
 [  9.86425996e-01   4.60348616e-07   8.39537679e-05   1.82061085e-05
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    5.70979726e-04   7.42063508e-04   2.03781201e-05   6.09331159e-03
    1.93787068e-02   9.67630327e-01]
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    4.53650020e-04   1.23008489e-04   9.97288108e-01   4.71027271e-08
    9.54011804e-04   3.33121170e-06]
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    1.99480075e-03   1.66893860e-05]
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    9.74643699e-10   3.43779175e-05   2.44238484e-11   8.08054690e-09
    7.63135540e-06   1.55341115e-06]
 [  4.51723499e-05   1.07459646e-05   2.15079308e-05   1.16847025e-03
    2.89484218e-04   9.88010943e-01   9.06675996e-04   2.99310386e-06
    5.54898463e-04   8.98926519e-03]
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    9.91109729e-01   1.54131488e-03]
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    3.25273586e-10   3.01559999e-06   8.02717115e-10   1.35327971e-08
    1.18271339e-06   3.84713445e-07]
 [  3.37815465e-04   9.94385123e-01   1.07640948e-03   2.74041977e-05
    5.10626633e-05   2.37860077e-05   1.93456799e-04   8.00243870e-05
    3.82025051e-03   4.45660453e-06]
 [  2.44381499e-05   9.98117924e-01   2.22593095e-04   5.69344731e-04
    3.90280766e-05   6.91922105e-05   3.64625506e-04   6.31778967e-05
    4.74909815e-04   5.48964017e-05]
 [  6.86688581e-05   9.84129548e-01   4.36386530e-04   1.02430326e-03
    5.08974772e-04   1.32550765e-03   5.21843671e-04   5.55469538e-04
    1.12739149e-02   1.55447575e-04]
 [  9.99601662e-01   5.72579708e-08   5.58559295e-05   1.97733016e-06
    4.89067897e-09   3.35582037e-04   3.98198972e-06   6.42304201e-08
    7.33050854e-07   9.78120056e-08]
 [  9.99946952e-01   3.71423378e-11   1.30584533e-06   4.44959551e-06
    7.85141483e-12   4.46912236e-05   1.21388999e-09   3.98217601e-08
    1.04768787e-07   2.55889950e-06]
 [  1.04020152e-03   1.74667985e-05   6.22071093e-05   1.84157547e-02
    2.37477434e-06   9.77352321e-01   4.44734032e-05   6.51128939e-05
    3.37409729e-04   2.66256114e-03]
 [  5.09810983e-04   9.51570392e-01   1.10848458e-03   4.89714835e-03
    6.91129026e-05   1.03475162e-04   3.70849034e-06   3.97186540e-02
    8.82040709e-04   1.13719283e-03]
 [  1.88523950e-06   7.44980280e-05   1.61892251e-06   9.70668771e-05
    8.24699163e-01   4.42573182e-05   5.65292612e-05   4.08554362e-04
    3.65342177e-03   1.70962974e-01]
 [  9.99970317e-01   4.06945339e-10   2.57419724e-05   5.23561482e-07
    2.89815860e-09   1.72751663e-06   2.49200355e-07   1.64767158e-07
    4.88420824e-07   1.00730949e-06]]
INFO:tensorflow:global_step/sec: 155.134
INFO:tensorflow:loss = 0.149369, step = 15201
INFO:tensorflow:probabilities = [[  2.62490375e-05   3.68088848e-07   2.33308492e-06   1.21943885e-04
    2.96494504e-03   5.57740452e-04   3.67678354e-07   4.49529337e-03
    5.94384073e-05   9.91771281e-01]
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    2.86654977e-04   1.70016592e-05]
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    1.42251002e-03   7.80398786e-01]
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    5.95793390e-05   1.06679727e-06]
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    9.99608934e-01   1.99453760e-04]
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    4.71011549e-02   2.61245936e-04]
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    1.07933624e-06   3.19311599e-04]
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    7.23118483e-12   1.53558722e-05   3.21589582e-08   8.49581809e-08
    8.71976852e-07   3.62231418e-08]
 [  8.66805203e-06   2.94632429e-07   1.97658828e-05   4.73685213e-05
    3.28125643e-05   4.51331784e-04   2.00293084e-06   1.19190343e-04
    9.98983204e-01   3.35361779e-04]
 [  9.99722779e-01   1.43202897e-07   7.44435747e-05   1.07101314e-05
    1.05401242e-07   3.66936947e-05   1.30037864e-04   3.08233871e-06
    3.32698846e-06   1.85424378e-05]
 [  5.53366612e-04   2.71313271e-04   3.10730278e-01   2.39683777e-01
    1.20770392e-05   2.54449919e-02   9.98755568e-04   2.66506191e-04
    4.17340934e-01   4.69790725e-03]
 [  1.32098614e-06   5.37436655e-08   5.91517073e-06   4.64475214e-08
    9.99571264e-01   1.21830290e-05   1.41744586e-05   1.57163395e-05
    3.94898643e-06   3.75324773e-04]
 [  5.71512118e-08   1.53833696e-07   6.74737248e-06   5.33290186e-05
    1.46096335e-08   4.53222015e-07   1.84883324e-11   9.99905944e-01
    1.93462984e-06   3.13833007e-05]
 [  4.49408290e-05   2.49607137e-06   2.76947045e-04   1.78490824e-04
    3.82329279e-04   4.27778751e-01   4.97961879e-01   2.27375426e-06
    7.33714551e-02   4.55538270e-07]
 [  1.23736798e-04   7.45608668e-06   2.52637634e-04   9.83175993e-01
    1.60800710e-07   1.55656654e-02   1.98850401e-07   2.28863314e-06
    8.26154719e-04   4.56050839e-05]
 [  3.46129620e-03   3.77402757e-05   1.59907131e-03   5.51379984e-04
    2.10744385e-02   1.64716970e-02   3.44539076e-05   1.26406029e-01
    1.72418868e-03   8.28639686e-01]
 [  4.05731844e-05   2.67873954e-08   3.41862906e-05   9.21745450e-05
    2.06046843e-06   1.67715683e-04   5.46371712e-06   2.50651033e-06
    9.99440134e-01   2.15158216e-04]
 [  8.87609203e-04   3.18193983e-04   8.00902762e-06   1.75178269e-04
    1.21111555e-06   9.97140646e-01   4.54910696e-06   2.71858327e-04
    1.18984515e-03   3.02864532e-06]
 [  3.88724038e-05   1.37103270e-05   6.13068172e-04   5.63974436e-06
    3.88267908e-05   6.21518702e-05   9.99188483e-01   1.74586239e-06
    3.64544358e-05   9.71801114e-07]
 [  5.27936734e-08   1.25124856e-07   5.66969277e-07   8.30679892e-06
    9.89458323e-01   1.19962860e-04   4.18665559e-06   1.52484770e-03
    2.72818026e-04   8.61081388e-03]
 [  1.04508104e-07   6.56153709e-09   1.26440582e-07   2.21194711e-07
    9.99910474e-01   4.91612036e-06   1.57855595e-06   3.28553142e-06
    4.30111031e-05   3.61952953e-05]
 [  5.53762540e-04   9.79316533e-01   4.69363877e-04   8.20368528e-04
    2.69571698e-04   1.56229257e-03   4.81223688e-03   3.94228933e-04
    1.16578536e-02   1.43801852e-04]
 [  2.74604668e-06   3.86385722e-07   6.01117972e-06   3.74458963e-04
    5.77148057e-06   9.98425961e-01   7.15963597e-06   2.63478057e-07
    1.15296396e-03   2.44038347e-05]
 [  2.56293897e-05   9.96866286e-01   1.73818742e-04   7.01014127e-04
    1.14110582e-04   3.32374439e-05   2.50061566e-04   2.30302059e-04
    1.46489241e-03   1.40569420e-04]
 [  3.20813357e-04   3.97636686e-05   5.07033255e-04   8.86147063e-06
    6.82638856e-05   6.36701239e-04   1.94475171e-04   2.02214924e-05
    9.98152554e-01   5.12456645e-05]
 [  9.98054385e-01   1.08492479e-07   1.41145691e-04   6.01103238e-05
    2.38366374e-06   1.19508477e-03   4.44501347e-04   3.21713014e-05
    2.30406058e-05   4.70601590e-05]
 [  1.54224545e-05   1.80823787e-04   3.66967579e-04   5.34930155e-02
    1.78235961e-04   9.38273430e-01   2.19817553e-03   1.95531857e-06
    4.19645431e-03   1.09561335e-03]
 [  4.51922923e-01   4.43852684e-07   1.60672120e-04   1.31954300e-06
    2.10298276e-06   1.39105570e-04   5.47677457e-01   8.73440271e-08
    9.12765609e-05   4.63346123e-06]
 [  2.36603664e-04   1.43532699e-04   7.75755441e-04   7.19041452e-02
    4.59379953e-04   9.11346793e-01   1.12088157e-04   7.54283881e-03
    5.11355232e-03   2.36537540e-03]
 [  1.66859063e-05   2.12189229e-03   5.06407628e-03   9.91817713e-01
    2.73289317e-07   8.38057313e-04   1.66848804e-06   1.08807012e-06
    1.36855946e-04   1.69321208e-06]
 [  9.99281704e-01   2.65466893e-09   5.11348699e-05   6.79636514e-06
    1.47045611e-08   2.20107017e-04   5.97385178e-06   4.23054036e-04
    5.90330865e-06   5.35926392e-06]
 [  7.15621514e-04   1.38661712e-02   4.24000609e-04   3.14510171e-03
    7.36913993e-04   1.38415433e-02   4.37750496e-05   4.32410324e-03
    9.48484540e-01   1.44182406e-02]
 [  3.85566891e-05   2.98131425e-07   4.60491765e-06   1.08412420e-03
    2.12570721e-05   9.89976585e-01   9.47053195e-07   1.89481489e-03
    5.94687532e-04   6.38410775e-03]
 [  2.53724097e-03   7.63900485e-03   2.14194730e-02   9.50262249e-02
    3.30413273e-03   1.11934535e-01   3.44088592e-04   3.08619346e-02
    2.07534760e-01   5.19398570e-01]
 [  2.08759284e-05   1.45319927e-06   4.22463518e-06   1.70337262e-05
    9.67385204e-05   5.43154056e-05   1.81399926e-08   9.89687979e-01
    1.76917620e-05   1.00996932e-02]
 [  9.99521136e-01   4.58414426e-08   5.83445944e-05   1.24905991e-05
    6.93580970e-09   3.15769663e-04   1.75048972e-05   6.84351676e-07
    6.24298918e-05   1.15403982e-05]
 [  4.41080803e-04   9.40379024e-01   1.83459977e-03   5.03249699e-03
    1.33805466e-03   1.46371289e-03   2.41309113e-04   4.04927246e-02
    7.69012840e-03   1.08683901e-03]
 [  3.93353148e-05   1.17173346e-04   7.87744939e-05   1.30898017e-03
    1.74625590e-02   1.00256759e-03   7.52783671e-06   1.69504026e-03
    2.79456889e-03   9.75493491e-01]
 [  7.77614514e-06   1.59701231e-05   7.03188780e-05   9.84150350e-01
    1.40273160e-05   1.36805174e-03   5.26176564e-07   6.29461874e-06
    3.99156613e-03   1.03751039e-02]
 [  1.06264019e-06   1.48358149e-05   1.74783883e-04   2.11838936e-03
    1.92143580e-05   4.25996754e-04   1.36029093e-05   2.12085633e-05
    9.96950090e-01   2.60879373e-04]
 [  3.11099611e-05   1.85818161e-09   5.41364943e-06   6.52290328e-05
    1.01627200e-03   2.68529743e-06   2.95419755e-09   6.21279655e-03
    1.63082204e-05   9.92650211e-01]
 [  2.97710561e-04   9.94807303e-01   9.36964469e-04   1.27580905e-04
    2.54932820e-04   1.23958916e-05   2.06976445e-04   1.74879143e-03
    1.51746336e-03   8.97141435e-05]
 [  2.78711127e-06   1.88911724e-06   1.62852171e-03   8.90089041e-07
    4.86163376e-03   3.81930950e-05   9.93438900e-01   7.96969815e-08
    1.94047407e-05   7.72612566e-06]
 [  2.12237588e-04   5.51568919e-05   1.35764582e-04   7.98925976e-05
    9.43137857e-04   9.62493825e-04   9.96995211e-01   4.12933332e-06
    5.57005638e-04   5.48789612e-05]
 [  2.19815818e-04   1.38551220e-01   8.34814906e-02   5.55138409e-01
    2.81748339e-03   4.89005167e-03   7.91630591e-05   3.95183563e-02
    1.08046703e-01   6.72572702e-02]
 [  9.98484433e-01   2.40006472e-07   4.27850347e-04   4.26628802e-04
    1.17195050e-05   9.37072764e-05   6.15558019e-05   3.73212213e-04
    1.38947107e-05   1.06833315e-04]]
INFO:tensorflow:probabilities = [[  8.84126052e-07   2.29456100e-06   7.67059450e-04   8.07781419e-07
    2.02561918e-04   6.31353469e-05   9.98961210e-01   7.48538298e-09
    1.97834652e-06   5.40295950e-08]
 [  4.40787244e-06   4.37332204e-07   5.35958350e-07   3.50905520e-06
    9.84664261e-01   4.66848869e-04   1.62751815e-06   5.40320470e-04
    2.87670191e-05   1.42892608e-02]
 [  4.54854046e-04   9.75003660e-01   9.45256557e-03   4.22508398e-04
    1.49461336e-03   4.82175419e-05   1.91375474e-03   4.42868471e-03
    6.67513208e-03   1.05960258e-04]
 [  1.85807536e-07   2.71899751e-07   3.91041368e-08   2.71983517e-05
    3.14087770e-03   6.28110865e-05   2.98126901e-09   3.16056609e-02
    4.37031267e-05   9.65119243e-01]
 [  1.17846196e-06   8.38188399e-08   3.99459200e-03   9.95422423e-01
    9.06076934e-07   2.20309030e-05   2.82195572e-07   1.30152884e-07
    5.55351318e-04   2.92280265e-06]
 [  4.80565650e-04   1.45322951e-02   6.74757408e-03   6.34075655e-03
    7.10656168e-04   7.84237403e-04   5.90935862e-03   8.48278578e-05
    9.64242756e-01   1.67060905e-04]
 [  5.85416365e-06   9.94880080e-01   4.02870501e-04   1.37957546e-03
    5.34489845e-05   9.44307889e-04   8.78939391e-05   4.08204232e-06
    2.21570232e-03   2.62745252e-05]
 [  2.43549279e-04   1.55474901e-01   3.51650789e-02   3.96837443e-01
    2.65417099e-02   2.38373782e-02   1.35327224e-03   1.75817102e-01
    1.57191381e-01   2.75381617e-02]
 [  6.44321503e-08   3.62598189e-06   9.99308109e-01   9.84603539e-05
    2.01647563e-04   5.30584430e-06   7.05698312e-06   1.35561413e-06
    3.33759934e-04   4.04472557e-05]
 [  2.79544565e-05   1.80169832e-06   3.14968242e-03   6.74422117e-05
    9.84514296e-01   1.44421647e-04   3.89680295e-04   3.02470115e-04
    9.58513352e-04   1.04438215e-02]
 [  2.07529243e-04   3.97989806e-03   9.04053170e-03   1.62083132e-04
    9.76564586e-01   7.70139013e-05   5.66121144e-03   1.75390521e-03
    3.45729844e-04   2.20751367e-03]
 [  1.63550780e-04   4.51999193e-04   5.72393037e-05   1.54685078e-03
    1.05421737e-01   2.49824463e-03   1.33464064e-05   1.36835631e-02
    2.39135348e-03   8.73772085e-01]
 [  6.81103174e-08   4.00453160e-07   2.17238534e-03   7.08940377e-07
    2.53592909e-04   1.01018458e-07   9.97370362e-01   2.00558432e-07
    2.02118244e-04   6.77112011e-09]
 [  2.11082991e-08   1.72471047e-07   9.99341905e-01   4.43809950e-06
    4.69401421e-04   1.64684710e-08   1.83411525e-04   8.58355733e-08
    5.04581294e-07   1.62069700e-08]
 [  1.09356311e-04   2.88938645e-05   4.40991396e-04   2.73931702e-03
    2.92852193e-01   1.80210848e-03   2.45638948e-05   1.84784327e-02
    4.52072825e-04   6.83072090e-01]
 [  4.40822972e-04   2.62825703e-03   2.67463952e-06   8.99737279e-05
    3.22203313e-08   9.92986143e-01   1.17078249e-04   8.93065408e-06
    3.72528913e-03   8.27833276e-07]
 [  9.98649776e-01   1.51886604e-06   3.20939944e-05   2.19112644e-05
    2.02817745e-07   6.39299687e-04   8.13375882e-05   2.44425937e-05
    5.35678701e-04   1.37121115e-05]
 [  1.94763823e-04   3.59063597e-05   4.01014491e-04   4.54093388e-04
    9.32038665e-01   2.58773845e-03   2.81411412e-05   2.56807054e-03
    8.40245804e-04   6.08515292e-02]
 [  3.75948298e-06   2.62374124e-06   8.13710449e-06   3.25914669e-07
    8.25859097e-05   2.68412317e-04   9.99580443e-01   3.23529781e-09
    5.32113954e-05   4.24322337e-07]
 [  5.12710067e-05   1.19085485e-06   5.54804399e-04   4.13546542e-04
    3.88022755e-07   4.95700697e-05   6.90156057e-08   2.53091520e-03
    9.95945990e-01   4.52260574e-04]
 [  4.21822097e-06   9.96350884e-01   2.57916428e-04   1.90447347e-04
    3.28591705e-05   6.91425066e-06   2.46885087e-04   2.44217040e-03
    3.98343458e-04   6.94013142e-05]
 [  4.69997121e-06   7.93767128e-07   3.81605169e-05   9.99260962e-01
    8.49881587e-09   4.26689716e-04   7.73038256e-09   9.12239173e-08
    2.64136790e-04   4.52550421e-06]
 [  4.98169129e-07   1.88337168e-07   2.12425917e-07   9.99305129e-01
    4.04115803e-11   6.86318905e-04   5.13679828e-11   1.80952124e-08
    4.21308096e-06   3.44134924e-06]
 [  2.07155063e-05   9.99203026e-01   5.89709089e-05   4.82332580e-05
    4.54835681e-05   3.54221011e-05   1.84828925e-04   1.15656967e-05
    3.80968908e-04   1.08469840e-05]
 [  3.09311486e-06   4.59082905e-08   3.76289336e-06   9.59546398e-09
    9.99921560e-01   1.13557110e-06   2.30234291e-05   7.42956945e-06
    1.80834741e-06   3.81998398e-05]
 [  2.03561200e-07   8.92632816e-04   9.98754263e-01   9.51825205e-05
    3.36264105e-09   3.86054626e-06   2.94135390e-07   3.22430822e-07
    2.53308855e-04   3.77976006e-09]
 [  5.56977284e-07   4.06734034e-06   1.18290533e-04   9.99561608e-01
    6.97303690e-08   1.22195372e-04   3.25062047e-07   2.02361097e-08
    1.92811684e-04   3.07985815e-08]
 [  1.72895156e-07   1.74596096e-06   9.99857903e-01   6.79473815e-05
    8.90490875e-11   8.14758678e-08   1.76898283e-08   6.46754561e-09
    7.21142278e-05   1.92567472e-11]
 [  2.89211835e-06   1.13256647e-06   4.70833984e-05   2.14068423e-05
    1.56504288e-03   7.35773210e-06   2.10269877e-06   2.09521648e-04
    5.66137256e-04   9.97577369e-01]
 [  1.49407517e-03   2.70774066e-02   2.60074399e-02   7.42572069e-01
    9.55374632e-03   1.09591804e-01   1.65619596e-03   1.75908431e-02
    4.64867428e-02   1.79696698e-02]
 [  1.31116234e-04   9.96428311e-01   5.52173995e-04   7.43032724e-05
    1.73105960e-04   4.35323018e-05   7.42142205e-04   2.81140325e-04
    1.51869282e-03   5.55104307e-05]
 [  2.28799647e-04   1.79752158e-06   5.16644586e-03   2.87249893e-01
    2.31940930e-06   4.21267785e-02   1.11557335e-06   2.09518810e-04
    6.63396239e-01   1.61697448e-03]
 [  1.32204275e-06   9.42259649e-05   1.23049202e-03   9.71832812e-01
    4.57122223e-06   3.31428077e-04   3.93021686e-08   5.11620706e-03
    1.01526110e-02   1.12363081e-02]
 [  9.99496818e-01   1.80684676e-08   8.33699887e-05   1.14793124e-06
    9.88645638e-07   2.33429688e-04   1.76313071e-04   2.07375507e-07
    5.66388962e-06   1.88585511e-06]
 [  6.21758215e-03   3.33925273e-05   2.40189792e-03   2.53457383e-05
    1.35617063e-03   6.31702773e-04   9.88905072e-01   1.02161093e-05
    1.46105798e-04   2.72410543e-04]
 [  8.90981319e-05   4.84610850e-04   8.71468961e-01   1.05319610e-02
    2.20639296e-02   4.69162187e-04   2.53838254e-04   1.40200439e-06
    7.54777715e-02   1.91592574e-02]
 [  1.42962718e-02   1.60789125e-06   3.38976854e-04   3.13917303e-06
    4.08147644e-05   1.82540081e-02   1.12681728e-05   1.53419925e-04
    9.61751699e-01   5.14876191e-03]
 [  9.99985218e-01   5.51956369e-10   2.10698408e-06   5.20805159e-08
    3.16584231e-10   1.14633931e-05   5.66379072e-07   5.88677722e-07
    5.37976206e-08   5.73702543e-08]
 [  4.88080877e-06   9.99494791e-01   3.79104640e-05   1.20992852e-04
    1.42627168e-05   6.82146629e-06   1.61796961e-05   1.56123991e-04
    1.43798548e-04   4.28302428e-06]
 [  1.53034835e-05   2.00493913e-03   9.96224761e-01   1.62141933e-03
    1.02523074e-07   4.90093362e-06   8.59832198e-06   7.92914725e-05
    3.95474162e-05   1.15644559e-06]
 [  4.49017216e-06   3.29484578e-07   1.64028443e-05   1.03818267e-04
    7.01226672e-05   8.02262948e-05   2.05753076e-05   5.42905618e-05
    9.96983469e-01   2.66627874e-03]
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    6.62942883e-04   6.67270971e-04]
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    2.21318010e-06   1.70119208e-07]
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    3.47154040e-04   9.40191501e-04   6.00870362e-06   9.16071713e-01
    1.47167570e-03   7.67457187e-02]
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    9.99774873e-01   2.61909754e-05   9.47408466e-07   1.29620239e-05
    3.46448792e-06   1.80941570e-04]
 [  1.48588838e-02   2.36994638e-05   2.17873239e-04   4.58194809e-05
    9.53492417e-06   9.54310060e-01   3.74021591e-04   1.06990883e-05
    3.00257206e-02   1.23636637e-04]
 [  7.76251972e-01   2.31663103e-06   1.91040203e-01   2.08066907e-02
    1.38346354e-06   1.11431051e-02   5.03882184e-05   1.65710822e-04
    4.64014331e-04   7.41344265e-05]
 [  6.25206018e-03   8.54500353e-01   8.36159475e-03   2.13869698e-02
    4.97981859e-03   2.63283821e-03   6.96037151e-03   7.61482492e-03
    8.58492926e-02   1.46179611e-03]
 [  9.18480661e-03   8.03918481e-01   6.23039110e-03   3.04786931e-03
    2.03854684e-03   2.47182976e-03   2.95276679e-02   3.10247357e-04
    1.43157765e-01   1.12405520e-04]
 [  1.60200287e-07   7.60256071e-08   3.74377487e-05   2.71673386e-08
    1.26816522e-05   8.51082291e-07   9.99947548e-01   6.77039669e-09
    1.19822039e-06   4.37769856e-08]
 [  2.18019541e-05   2.53563712e-07   7.85090288e-06   2.05108154e-06
    1.70724240e-06   3.01313295e-04   1.30780143e-06   2.29174915e-07
    9.99656677e-01   6.78843844e-06]
 [  1.22427987e-03   6.65601474e-05   2.04464595e-04   8.69141147e-03
    2.85301085e-05   9.75707054e-01   3.92342947e-04   3.34915349e-05
    1.29582435e-02   6.93719252e-04]
 [  4.84387677e-08   4.03310696e-05   2.33439822e-03   9.87815142e-01
    6.07814741e-07   1.41508630e-04   3.22458256e-08   2.25730031e-03
    6.26184465e-03   1.14885799e-03]]
INFO:tensorflow:global_step/sec: 155.029
INFO:tensorflow:loss = 0.103661, step = 15301
INFO:tensorflow:probabilities = [[  3.72241220e-06   1.92670655e-06   1.34408881e-04   2.15381751e-05
    9.79605854e-01   2.06934477e-04   4.70415020e-04   9.28044537e-05
    1.54508307e-04   1.93078946e-02]
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    2.79519620e-04   1.67876010e-06]
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    1.32783991e-03   5.03423391e-04   2.70408890e-07   9.96490940e-03
    2.56214384e-03   9.84649003e-01]
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    1.15354727e-04   1.18407473e-01]
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    1.46671910e-05   2.45239733e-07]
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    4.08808177e-04   4.59556933e-04]
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    9.83366728e-01   1.36358547e-03]
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    1.70993037e-03   5.28957578e-04]
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    1.87681271e-05   5.27723216e-07]
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    1.50047638e-03   5.66012552e-03]
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    3.04780642e-05   9.82873499e-01]
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    1.51842451e-02   2.84813781e-04]
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    4.12138086e-03   3.24517096e-05]
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    2.73425412e-05   9.30690003e-05   8.01374608e-06   1.04903020e-05
    9.96846378e-01   1.79295393e-03]
 [  1.51683562e-04   9.11475974e-04   1.58250530e-03   3.91250430e-03
    1.25192851e-03   2.90273479e-03   6.58061064e-04   3.00903717e-04
    9.86116052e-01   2.21216795e-03]
 [  2.28479826e-06   2.05630693e-03   4.05794755e-03   1.46330129e-02
    4.64651566e-06   2.09435948e-05   2.11309384e-07   9.79081988e-01
    1.15979470e-04   2.66668831e-05]
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    1.23936072e-04   7.41491203e-06   1.10613386e-04   4.97418587e-05
    6.37416611e-04   1.37964371e-05]
 [  1.38451185e-04   9.78054941e-01   2.68835318e-03   3.98491509e-03
    1.28447870e-03   1.12465257e-03   6.00738917e-04   5.48136246e-04
    1.08991032e-02   6.76219410e-04]]
INFO:tensorflow:probabilities = [[  1.50042979e-06   2.96256003e-05   9.98974919e-01   8.93172401e-04
    1.20476884e-07   3.39602906e-08   7.18301067e-07   6.92876929e-05
    3.04762525e-05   2.28116619e-07]
 [  6.11584336e-02   4.51864069e-03   8.13862234e-02   7.54807353e-01
    7.62499520e-04   6.15715701e-03   8.89443159e-02   3.02118337e-04
    1.52154104e-03   4.41701908e-04]
 [  9.99224782e-01   2.94104185e-09   9.23745210e-06   2.69759852e-07
    5.55199353e-09   7.51613348e-04   1.23024993e-05   6.49808612e-07
    4.07687054e-07   8.24107588e-07]
 [  3.33438767e-03   2.21091273e-06   9.10549425e-05   1.46610953e-03
    8.79828440e-06   7.31931813e-03   2.23408545e-08   1.79314166e-01
    6.31996930e-01   1.76467001e-01]
 [  1.41134720e-07   1.71202228e-05   9.99030709e-01   9.26412176e-04
    1.11025349e-08   2.28094450e-06   1.11201894e-06   1.85428871e-06
    2.03814179e-05   1.50386725e-08]
 [  3.14708413e-05   4.23400616e-06   1.73387016e-04   1.50787791e-05
    9.86771405e-01   6.61958940e-03   4.28258209e-03   2.64123548e-04
    1.11812376e-03   7.19920092e-04]
 [  1.08984218e-03   1.29458932e-02   2.96297279e-04   1.64365828e-01
    4.49904701e-06   7.88881540e-01   2.57377466e-03   2.96803069e-06
    2.97648627e-02   7.44421777e-05]
 [  1.08227556e-04   9.97500360e-01   2.79291213e-04   9.73191345e-05
    6.19948492e-04   5.35284162e-05   1.04190265e-04   3.37875827e-04
    8.63969559e-04   3.53375362e-05]
 [  4.65913814e-07   2.18280184e-06   1.13772647e-02   9.84374821e-01
    6.25497376e-10   5.40766458e-04   1.16577126e-09   3.24866710e-06
    3.62923997e-03   7.19906457e-05]
 [  1.74414456e-08   1.40353828e-03   9.98326361e-01   2.28923993e-04
    6.10449860e-08   4.00469787e-07   1.40963482e-06   5.09724214e-06
    3.40750303e-05   4.76418016e-09]
 [  1.72503860e-05   4.20629158e-06   3.85892235e-05   6.34966698e-03
    6.51988201e-04   9.76696253e-01   1.18729818e-04   2.55036321e-05
    1.54151106e-02   6.82613172e-04]
 [  3.66806921e-06   2.95699538e-05   2.24720156e-06   3.60053564e-05
    6.95213914e-01   3.36175115e-04   5.93473669e-06   1.07744308e-02
    5.88552142e-03   2.87712485e-01]
 [  3.41750856e-05   9.94689822e-01   5.14428015e-04   3.87110813e-05
    8.34994280e-05   7.97962421e-05   2.24480452e-03   3.65444976e-05
    2.25512334e-03   2.34108156e-05]
 [  9.80746686e-01   2.66378920e-05   7.88395177e-04   1.44103717e-03
    2.66483971e-06   1.60036478e-02   3.96445648e-05   8.68732983e-04
    8.79442814e-06   7.36679285e-05]
 [  9.99999762e-01   6.60286916e-15   2.08741611e-08   2.42594084e-10
    2.00774336e-12   4.82834785e-08   2.71476097e-07   1.15754309e-10
    1.86069071e-09   4.00318806e-10]
 [  4.05277824e-05   2.69132888e-05   1.46874678e-04   9.98373151e-01
    1.61217838e-06   1.10642274e-03   1.56147155e-06   3.49397146e-06
    2.37281769e-04   6.21005674e-05]
 [  2.20629317e-03   1.35243242e-03   2.24767462e-03   4.42581950e-04
    9.01670574e-05   9.91060674e-01   2.47047050e-04   3.69919115e-04
    1.87828811e-03   1.04977262e-04]
 [  1.50862589e-01   2.52851122e-03   1.27911987e-02   3.49882469e-02
    4.38643707e-04   1.73410699e-02   2.83158988e-01   3.12410957e-05
    4.97651339e-01   2.08079335e-04]
 [  3.29472707e-03   8.09490375e-05   9.89612758e-01   1.05130149e-03
    1.28688675e-03   6.84953644e-04   2.09128042e-03   1.72496875e-04
    7.34059024e-04   9.90722678e-04]
 [  4.19341610e-04   6.21995860e-05   3.18616326e-03   1.82487699e-03
    6.45228773e-02   4.45174798e-03   2.54520681e-04   1.45425356e-03
    4.78407415e-03   9.19039965e-01]
 [  2.90509179e-05   2.60067143e-04   5.51581476e-03   1.93807100e-05
    6.66993111e-02   7.79102411e-05   9.27100897e-01   2.41952948e-05
    1.32593123e-04   1.40750388e-04]
 [  5.52546517e-05   9.66263120e-04   4.64186445e-03   2.26308173e-03
    1.50407232e-05   1.99873630e-05   1.95297190e-07   9.77209985e-01
    2.43178249e-04   1.45851513e-02]
 [  7.62592663e-07   4.89874446e-06   6.35636979e-07   6.91645482e-07
    9.87667859e-01   2.73190031e-04   1.40208840e-05   8.73529279e-05
    3.10867035e-05   1.19195478e-02]
 [  1.05935771e-06   8.46413926e-08   5.78467792e-04   9.95338917e-01
    3.46416141e-06   1.28554157e-05   7.65263231e-09   9.83491889e-04
    1.01340865e-03   2.06824485e-03]
 [  1.21167414e-08   1.42286972e-05   9.99954224e-01   3.07634000e-05
    4.64882993e-11   8.00251920e-10   5.51300561e-10   8.62006857e-07
    5.13791782e-08   2.86571944e-09]
 [  4.02793299e-10   7.17753153e-07   3.68343444e-06   9.99993682e-01
    2.45666612e-11   1.89330672e-06   1.18581091e-11   7.11750214e-10
    4.55890863e-08   1.16837962e-08]
 [  1.37548050e-05   1.11778383e-04   9.99462306e-01   6.58811114e-05
    1.26862680e-04   1.11335589e-06   5.02074436e-05   7.30432794e-06
    1.55245769e-04   5.54711323e-06]
 [  2.12389182e-06   4.66047084e-07   8.75643946e-06   3.47826659e-04
    2.97438982e-03   2.11361345e-04   4.41175896e-09   2.61516403e-02
    2.85011993e-05   9.70274925e-01]
 [  8.98404542e-05   9.97311592e-01   5.97108214e-04   1.73052817e-04
    6.41705192e-05   1.41950459e-05   1.62513054e-04   6.59329118e-04
    9.06695146e-04   2.14876654e-05]
 [  7.23626872e-05   3.17225908e-06   1.69436942e-04   1.36024290e-04
    6.19079033e-03   8.32758087e-04   4.24237982e-07   7.87278339e-02
    6.53627736e-04   9.13213551e-01]
 [  1.90603459e-05   9.98698473e-01   4.58323630e-05   2.58533983e-04
    1.81738815e-05   5.84559602e-05   7.02629186e-05   2.52790232e-05
    7.87328056e-04   1.85730223e-05]
 [  6.09558187e-02   6.34525395e-06   8.14465515e-04   3.20302235e-04
    1.34673864e-01   9.00581386e-03   4.62372118e-04   4.85419154e-01
    1.26296445e-03   3.07078838e-01]
 [  1.24426685e-01   3.08766175e-07   2.54648359e-04   6.64343702e-07
    9.26870387e-04   1.20503060e-03   3.12824272e-06   4.23178226e-01
    1.26940235e-02   4.37310398e-01]
 [  9.99986291e-01   7.63847926e-12   5.95503570e-06   2.20604747e-07
    2.32694353e-09   7.56036869e-08   5.04400623e-06   1.45472427e-06
    3.23079057e-08   9.85984116e-07]
 [  1.66317652e-04   2.21973649e-04   1.55933143e-04   6.11719154e-02
    8.45053757e-04   9.17147279e-01   3.36335419e-04   1.09012899e-05
    6.87916810e-03   1.30650913e-02]
 [  2.11956585e-03   7.14988273e-04   1.14365725e-03   8.07935297e-01
    4.20200467e-06   1.85230717e-01   5.15516658e-05   3.57153158e-06
    2.75502098e-03   4.14328024e-05]
 [  4.77320049e-04   6.38550919e-05   6.38909347e-04   5.48981421e-04
    3.75999212e-01   5.52017242e-03   4.49935498e-04   4.99381088e-02
    9.23408102e-03   5.57129383e-01]
 [  1.53804540e-05   3.12986303e-05   1.10587559e-03   1.26425410e-04
    9.95263457e-01   6.89740118e-04   2.72598787e-04   1.43577563e-04
    1.12771551e-04   2.23889435e-03]
 [  1.42786448e-04   4.65195219e-04   3.82747297e-04   1.20341145e-02
    2.33674273e-02   2.33401335e-03   7.48238699e-06   9.33861360e-02
    1.91981718e-03   8.65960240e-01]
 [  5.01624591e-08   2.06734148e-06   8.01158603e-05   4.97316942e-05
    1.78729138e-08   5.05231867e-07   3.09174769e-11   9.99593556e-01
    4.29020110e-06   2.69693148e-04]
 [  3.00253123e-06   6.52362314e-06   4.99741800e-05   1.53044330e-05
    6.89304713e-03   7.18301526e-05   3.47651081e-07   1.53075010e-02
    3.83220504e-05   9.77614164e-01]
 [  4.17281153e-05   1.10316614e-04   1.17365993e-03   3.36451310e-04
    9.93156970e-01   8.76648061e-04   1.12718844e-03   3.22171545e-04
    1.62482320e-04   2.69242818e-03]
 [  1.13067043e-04   9.79841709e-01   2.14265124e-03   5.47776092e-03
    9.27617890e-04   7.25991267e-04   6.61506667e-04   2.65749660e-03
    6.88219629e-03   5.70053759e-04]
 [  1.13028173e-05   4.65491303e-06   6.46167746e-06   7.96530730e-06
    1.05293635e-04   2.26096345e-05   5.47167254e-08   9.95903432e-01
    5.67890311e-05   3.88150918e-03]
 [  9.67148299e-06   3.97078329e-05   9.92413461e-01   2.91700824e-03
    1.52488254e-04   4.89474078e-05   6.57801638e-06   3.32020791e-05
    4.17507580e-03   2.03703996e-04]
 [  5.63437061e-05   1.62082817e-03   1.36262085e-03   3.22761051e-02
    3.36921570e-04   6.36519690e-04   5.21957583e-04   2.22351606e-04
    9.59783435e-01   3.18287918e-03]
 [  1.28515821e-04   5.12706349e-03   9.17991877e-01   5.78676052e-02
    3.59196349e-07   1.12471600e-04   3.30382022e-06   2.01365282e-03
    1.67356115e-02   1.96262736e-05]
 [  7.46866533e-07   1.45437261e-05   9.96691108e-01   2.93908617e-03
    1.24974065e-06   1.08028314e-06   7.24962149e-07   2.74435151e-04
    7.57254602e-05   1.24236590e-06]
 [  1.09535495e-06   1.15982253e-07   2.15093227e-04   9.98566687e-01
    1.63308908e-10   1.03448238e-03   3.50426660e-10   2.75883212e-06
    1.03913932e-04   7.59880859e-05]
 [  6.46627377e-05   6.00095836e-06   1.29199441e-04   1.46438915e-05
    3.26986628e-04   5.53361431e-04   9.97186482e-01   2.03367691e-07
    1.70217233e-03   1.62963588e-05]
 [  7.08358202e-05   4.84757493e-07   5.29642077e-03   5.60418412e-05
    3.09599054e-05   9.35345946e-04   5.66213312e-05   6.68447183e-06
    9.92901862e-01   6.44678832e-04]
 [  8.49225944e-06   1.66869955e-04   2.21515984e-05   3.99143086e-04
    8.34380567e-01   3.52799951e-04   1.48272768e-04   5.72649203e-03
    3.36853787e-03   1.55426636e-01]
 [  9.99842525e-01   1.14462566e-07   1.51317709e-05   6.04966408e-06
    2.12512603e-07   7.03596379e-05   3.07703776e-05   4.85775627e-06
    3.74019646e-06   2.61759687e-05]
 [  7.86090027e-07   1.04867283e-07   4.92491963e-05   3.81738744e-07
    9.99727070e-01   7.95290634e-06   1.90404869e-04   7.07404115e-06
    2.23179745e-06   1.46487546e-05]
 [  2.01749954e-05   1.35562877e-05   1.29000447e-03   4.63518472e-06
    9.96490061e-01   2.70110086e-05   2.05354067e-03   7.69364487e-06
    4.25204271e-05   5.08369776e-05]
 [  4.31213202e-03   1.53561909e-04   2.70348880e-03   3.59098673e-01
    1.26523897e-02   5.32941103e-01   4.14541848e-02   3.23903259e-05
    1.50314933e-02   3.16205844e-02]
 [  9.50175464e-01   1.98874433e-04   7.07225734e-03   9.19167767e-04
    2.90078390e-03   3.34742037e-03   2.03039758e-02   6.33215858e-03
    5.60304197e-03   3.14686354e-03]
 [  1.01126816e-05   1.67898156e-06   6.39482232e-06   2.39482484e-04
    9.61380101e-06   1.81633339e-04   1.74732371e-08   9.92440462e-01
    1.39026117e-04   6.97148824e-03]
 [  9.99996066e-01   3.94506173e-12   4.63905963e-07   7.74252413e-08
    2.66836067e-11   3.35818186e-06   4.10248155e-08   2.95512663e-08
    1.95240375e-08   4.26734426e-09]
 [  9.99992371e-01   2.16109856e-11   4.43035532e-07   2.91000557e-08
    1.44383755e-10   6.39868949e-06   1.17061703e-07   1.18971002e-08
    5.65349694e-07   4.88007679e-08]
 [  4.42428864e-05   6.83557602e-08   8.32201022e-06   1.43216437e-06
    9.43461299e-01   6.09899362e-05   2.27760975e-04   4.58351387e-05
    1.54868821e-02   4.06630263e-02]
 [  5.84921509e-05   6.19828279e-06   1.17850403e-04   2.99929234e-04
    6.26219995e-03   1.53863119e-04   9.92793230e-06   6.73333369e-03
    7.17222865e-04   9.85641003e-01]
 [  2.82996222e-08   4.18859827e-07   8.36648269e-06   9.99986172e-01
    7.14732329e-10   4.90564071e-06   7.43990114e-09   2.24826402e-09
    1.21110105e-07   6.28165653e-09]
 [  1.78961753e-04   9.93351638e-01   6.23340893e-04   1.45171303e-03
    9.22277977e-05   7.60314797e-05   5.16418717e-04   7.93907442e-04
    2.76072603e-03   1.55101385e-04]
 [  2.25885424e-06   6.15933677e-04   2.04231299e-04   1.98085709e-05
    7.24421639e-04   1.57345537e-04   9.97998774e-01   3.92000103e-08
    2.72288773e-04   4.89570448e-06]
 [  2.46607410e-08   1.60553681e-09   1.57633878e-07   3.04195873e-06
    9.99715626e-01   1.15284956e-05   5.31263186e-06   8.54870377e-05
    1.29699729e-05   1.65765523e-04]
 [  9.92838613e-05   6.01815045e-05   5.34259947e-04   4.53170401e-07
    9.91463959e-01   1.95883636e-04   7.01212371e-03   2.19850408e-05
    5.10013720e-04   1.02056641e-04]
 [  3.16046964e-04   1.02732865e-05   5.67885290e-04   1.76916330e-03
    9.02917782e-06   5.60478948e-04   2.26029101e-06   3.06749025e-05
    9.90467250e-01   6.26697857e-03]
 [  8.12911651e-07   2.58134669e-08   2.56406311e-05   4.03924969e-05
    5.10586551e-09   1.46970848e-07   6.38510772e-11   9.99644041e-01
    5.83090741e-06   2.83160480e-04]
 [  1.49872058e-05   2.87494970e-07   1.32556272e-06   4.91045648e-05
    4.47831908e-03   5.51961639e-05   4.60439580e-08   8.02034512e-03
    2.38040502e-05   9.87356544e-01]
 [  6.00187877e-06   8.09576250e-07   5.60075614e-06   1.52225321e-05
    2.14603533e-05   1.56162918e-04   5.24592139e-08   9.96891558e-01
    4.77177673e-06   2.89839413e-03]
 [  1.48173478e-06   6.31431903e-05   5.75151586e-04   9.97982621e-01
    3.68398264e-06   9.64596227e-04   1.98214209e-07   9.37636196e-06
    3.91457201e-04   8.22480069e-06]
 [  4.35799157e-05   8.93579971e-04   4.10042325e-04   1.44718625e-02
    1.18979020e-02   1.29424036e-03   3.17177501e-06   1.69026218e-02
    8.88195180e-04   9.53194797e-01]
 [  3.92071015e-05   7.84172983e-07   3.13898890e-05   1.07359607e-03
    6.24768145e-04   9.93619859e-01   1.73184439e-04   2.24510186e-05
    4.14753752e-03   2.67250784e-04]
 [  1.80452716e-05   9.97028530e-01   3.71084869e-04   3.49547568e-04
    1.59657939e-04   2.64267495e-04   4.46222402e-04   2.36896776e-05
    1.22723461e-03   1.11982234e-04]
 [  4.69319275e-06   9.79125977e-01   5.15712425e-04   1.18328808e-02
    3.02398694e-03   1.46525423e-03   5.56865591e-04   6.59432335e-05
    2.69596884e-03   7.12665205e-04]
 [  1.23105536e-04   1.45575672e-04   1.56283742e-04   9.98524368e-01
    4.19818616e-06   8.50086217e-04   4.11594965e-06   2.51003221e-05
    2.45816900e-05   1.42529665e-04]
 [  6.45742379e-03   3.49464390e-04   6.08108891e-03   5.09417336e-03
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    5.11421589e-03   9.14758071e-03]
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    4.31438815e-03   6.04940346e-03]
 [  4.98633162e-05   7.44135832e-06   2.27882716e-04   1.53910923e-06
    9.95084703e-01   1.27361898e-04   7.98852707e-05   3.01057182e-04
    8.90375813e-05   4.03121719e-03]
 [  7.31711793e-07   9.07838853e-07   3.14434765e-05   9.89604115e-01
    2.59718206e-07   9.62893758e-03   8.95099017e-09   1.06390615e-07
    1.65280158e-04   5.68225689e-04]
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    5.33325365e-04   5.38275417e-05]
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    2.66884563e-05   4.37978724e-06]
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    1.08757479e-06   9.97833192e-01   2.17927641e-06   2.46896406e-07
    1.66517776e-03   1.38656133e-05]
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    1.34227546e-02   1.00603711e-03   1.45207629e-01   2.70113058e-04
    3.67434463e-04   1.45812228e-04]
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    1.85050961e-08   3.90546745e-07   1.27523059e-09   2.50892917e-04
    1.99885471e-06   2.21566188e-06]
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    2.22100807e-05   7.52603775e-03   4.72536683e-03   2.10920916e-05
    3.08536313e-04   6.23461092e-05]
 [  2.24432119e-06   9.14925404e-05   1.04341583e-04   5.16224478e-04
    9.91597772e-01   2.54745333e-04   2.88526790e-05   1.62734403e-04
    9.52788396e-05   7.14629097e-03]
 [  6.74139184e-04   1.52283697e-04   4.15289914e-03   5.58802130e-05
    9.47144926e-01   7.98625499e-03   1.22484574e-02   5.71525306e-04
    9.33722127e-03   1.76765528e-02]
 [  2.43502359e-06   1.66668106e-05   2.99371663e-04   9.99443352e-01
    5.90432251e-07   8.43809612e-05   1.96849129e-07   1.17504032e-06
    1.23538412e-04   2.82394813e-05]
 [  1.64727739e-03   8.53319347e-01   1.86863937e-03   2.38969908e-04
    8.30763369e-04   3.69570591e-03   2.85229683e-02   4.77724279e-05
    1.09755829e-01   7.26326689e-05]
 [  3.39135397e-07   1.05011313e-04   9.99662757e-01   2.06325989e-04
    9.50032154e-06   6.38239726e-07   1.02861145e-06   2.87878515e-06
    1.11375402e-05   4.45895978e-07]
 [  9.53449728e-07   3.57472715e-07   9.47660283e-06   1.20590921e-04
    4.59987142e-08   1.67492653e-05   4.21610274e-10   9.98350620e-01
    4.86771605e-04   1.01447897e-03]
 [  2.87588462e-02   1.59200979e-04   9.58798766e-01   1.81604421e-03
    1.82062737e-04   2.79752002e-03   2.44905171e-03   1.55753922e-03
    6.09262963e-04   2.87177064e-03]
 [  2.33108643e-02   5.54433675e-04   4.94292658e-03   5.36764152e-02
    8.02527741e-03   8.61099541e-01   4.52138446e-02   8.50333090e-05
    2.66224495e-03   4.29350417e-04]
 [  4.75276611e-05   7.44997877e-08   6.73270961e-06   1.09548069e-04
    1.90668087e-02   4.54416557e-04   1.75045528e-07   7.93692376e-03
    8.92673052e-05   9.72288549e-01]]
INFO:tensorflow:global_step/sec: 156.78
INFO:tensorflow:loss = 0.152141, step = 15401
INFO:tensorflow:probabilities = [[  9.99871373e-01   1.04873910e-09   5.42689704e-05   1.28512795e-06
    4.40597034e-08   3.80903548e-05   2.72078552e-07   2.06902587e-05
    1.71420496e-07   1.38202349e-05]
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    2.13845997e-04   1.42283665e-04]
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    6.91253506e-03   1.26597588e-05]
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    5.08321042e-04   4.06016989e-06]
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    8.27629715e-02   3.30517977e-01]
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    1.18460684e-06   6.16214174e-06]
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    2.10076687e-05   1.05384697e-06]
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    1.21598885e-06   1.35182690e-05   6.91864443e-07   3.21971090e-03
    5.97882317e-05   9.65543404e-06]
 [  2.77145136e-05   9.97452915e-01   1.59454078e-03   5.49489960e-05
    1.90740364e-04   2.95446148e-06   1.07407242e-04   1.14478011e-04
    4.33558715e-04   2.07688154e-05]
 [  4.01936501e-04   6.68221891e-01   1.19458633e-02   4.08860855e-03
    9.58710152e-04   8.98525468e-05   1.23418972e-03   2.67928038e-02
    2.83582777e-01   2.68328865e-03]
 [  4.06916589e-02   8.34368169e-04   4.91842031e-01   1.52813897e-01
    9.83841488e-08   1.61930232e-03   2.07092253e-05   1.16497108e-06
    3.12171847e-01   4.88595333e-06]
 [  9.11089410e-06   1.48970321e-06   6.35144033e-06   1.39194094e-06
    8.20109635e-05   2.44615803e-05   9.99799192e-01   6.67844304e-08
    7.57930029e-05   8.17890182e-08]
 [  1.63493620e-03   1.59376830e-01   4.96094301e-03   4.74086497e-03
    8.79160652e-05   5.34024239e-01   9.86405998e-04   6.28807768e-03
    2.86843807e-01   1.05592690e-03]
 [  1.86183504e-04   1.59734418e-06   1.38559350e-04   4.11836936e-06
    1.00854952e-04   3.22216842e-03   9.96093571e-01   8.38394354e-10
    2.52620055e-04   4.11362549e-07]
 [  4.43720171e-04   9.79963124e-01   2.30599218e-03   2.26770621e-03
    7.78347778e-04   5.77689032e-04   8.74286925e-04   1.51499512e-03
    1.01676472e-02   1.10641564e-03]
 [  2.35610878e-06   1.82233431e-04   3.14693141e-04   9.97342646e-01
    4.81266056e-07   9.16694407e-05   2.91319306e-08   2.30765932e-06
    2.02154089e-03   4.21943914e-05]
 [  2.95653507e-07   4.81825452e-07   2.47754770e-06   9.98539090e-01
    2.38488944e-08   1.84692195e-04   9.63565339e-10   4.14320812e-06
    3.80777492e-04   8.88056704e-04]
 [  1.58130378e-01   1.85483746e-04   6.14956878e-02   1.06190071e-01
    1.19043119e-01   1.33819105e-02   3.03906668e-02   1.90065101e-01
    6.62254915e-03   3.14495027e-01]
 [  9.97457683e-01   8.07298250e-07   6.63162326e-04   1.36619174e-05
    2.85995156e-06   1.29691069e-03   6.69941073e-05   1.44438556e-04
    3.09957570e-04   4.35047696e-05]
 [  9.92764890e-01   4.82990501e-08   5.17198896e-05   3.24949593e-04
    5.85758220e-10   6.84255501e-03   1.11941893e-06   7.89499154e-06
    6.02200259e-07   6.27805139e-06]
 [  5.32289869e-06   9.97714996e-01   1.62653232e-04   3.49917857e-04
    1.67736551e-04   2.72488513e-04   6.32405689e-04   1.92267162e-05
    6.48598536e-04   2.65851722e-05]
 [  8.36579693e-06   4.46674203e-05   2.63705122e-04   9.30016488e-03
    4.02172096e-03   1.31438207e-02   7.98404835e-06   2.57116929e-03
    3.79747315e-03   9.66840982e-01]
 [  9.76143951e-07   9.24629694e-06   9.99362409e-01   5.42477646e-04
    1.14814362e-08   6.01756085e-07   1.98591525e-08   7.95387677e-05
    4.67085783e-06   8.31500291e-09]
 [  1.14274271e-05   9.91884470e-01   1.29027525e-04   3.91172059e-03
    1.49470841e-04   7.32134431e-05   4.10329267e-05   1.72600534e-03
    7.97032670e-04   1.27665768e-03]
 [  7.48425180e-08   2.54381529e-08   1.39767437e-07   8.43982161e-06
    1.73437343e-07   9.51263644e-07   8.12232989e-11   9.99945760e-01
    6.43269971e-07   4.38559509e-05]
 [  2.77192157e-04   2.12507919e-04   1.37346372e-01   8.62062275e-01
    4.68230343e-09   3.95494280e-05   5.53139259e-08   2.16167846e-05
    4.01506404e-05   2.02978924e-07]
 [  9.99411583e-01   1.62949931e-07   8.78662177e-05   9.88342163e-06
    1.30281142e-05   7.41315307e-05   3.15710640e-04   4.59550174e-05
    3.11503845e-06   3.86179272e-05]
 [  5.32308535e-04   6.18586503e-03   8.09604418e-04   5.34872990e-04
    1.36387403e-04   1.91014085e-03   3.83502891e-04   1.31001777e-03
    9.87485588e-01   7.11683533e-04]
 [  1.18897799e-06   8.66051050e-06   9.02549618e-06   1.30920991e-04
    9.66819584e-01   5.65306633e-04   4.38828247e-05   1.80173010e-04
    2.11497792e-03   3.01261637e-02]
 [  2.68169497e-05   2.32782804e-06   1.11469199e-04   2.57240143e-04
    1.35035543e-02   1.24408631e-04   1.06873347e-06   1.65683068e-02
    2.26584933e-04   9.69178259e-01]
 [  3.71761985e-07   4.10062174e-04   9.98805523e-01   7.78257730e-04
    3.98092439e-08   8.31123373e-07   3.96697573e-07   4.22134826e-06
    4.17693542e-07   2.72905734e-08]
 [  1.90790684e-06   3.07096047e-06   1.12793782e-06   8.13002916e-05
    1.57624636e-05   8.99967927e-05   8.39391612e-10   9.96571064e-01
    1.96214933e-05   3.21613159e-03]
 [  7.32003214e-09   2.04279809e-06   9.99986291e-01   8.40211214e-06
    6.57285796e-07   2.28523618e-07   7.67539746e-07   3.28359029e-08
    1.71402678e-06   3.09320680e-09]
 [  4.74411099e-05   4.34572983e-04   9.61264133e-01   8.43237853e-04
    1.29097589e-06   5.26094141e-07   2.70497344e-06   7.64389733e-06
    3.73970680e-02   1.30503190e-06]
 [  2.74556271e-08   2.34049269e-09   1.87217903e-08   3.43985403e-06
    9.53338444e-01   1.93290671e-05   2.53412615e-08   3.81147512e-03
    4.20795259e-05   4.27851528e-02]
 [  4.44356847e-05   1.88564800e-03   3.58105346e-04   9.69110624e-05
    9.82211530e-01   1.01885572e-03   2.66520423e-03   2.44356110e-03
    2.22749240e-03   7.04831304e-03]
 [  4.83145886e-05   8.97349164e-05   2.18783016e-03   9.95182812e-01
    8.52514495e-06   8.54294514e-04   1.20692239e-04   8.03096555e-06
    1.49649219e-03   3.32330433e-06]
 [  1.84767050e-05   9.91573155e-01   2.28644791e-03   2.13205256e-03
    6.32294250e-05   5.68023970e-05   7.40268806e-05   2.80766212e-03
    9.33066825e-04   5.49350916e-05]
 [  4.65857011e-05   2.14142310e-05   9.96713877e-01   1.21395232e-03
    1.65609142e-03   6.32078172e-06   1.32678935e-04   1.76674930e-05
    1.30751549e-04   6.07234688e-05]
 [  6.76412135e-03   1.76376096e-04   3.08104325e-03   1.11260310e-01
    6.66350301e-04   1.87968150e-01   3.47209070e-03   1.68524475e-05
    6.85140073e-01   1.45460537e-03]
 [  8.38923792e-04   5.48336364e-04   7.15956674e-04   4.56548017e-03
    7.61892879e-03   5.18811680e-03   2.07194607e-05   3.29476111e-02
    2.25636549e-03   9.45299566e-01]
 [  5.59089585e-06   5.69154224e-07   1.72399377e-05   9.99130428e-01
    3.06657597e-07   6.55254116e-04   7.48277245e-08   2.27444684e-06
    1.08880704e-04   7.94495791e-05]
 [  9.99742568e-01   4.31446079e-09   2.23537372e-05   1.51249633e-05
    1.72602233e-09   6.93418624e-05   6.07190600e-08   1.63300938e-05
    4.34926869e-06   1.29782857e-04]
 [  9.99998689e-01   7.32982165e-12   1.75888985e-07   8.94625387e-08
    8.27032262e-11   8.58391275e-07   1.12769875e-07   8.44808667e-08
    1.05023847e-08   1.96727505e-08]
 [  1.35989212e-05   6.38159439e-02   8.41003001e-01   4.94086556e-02
    1.91867628e-04   1.12374697e-03   1.68204351e-04   1.53718237e-02
    2.87717506e-02   1.31276058e-04]
 [  1.47044120e-04   9.83740628e-01   6.56850403e-04   6.62687176e-04
    1.92508785e-04   2.84813606e-04   4.13979113e-04   6.78211800e-04
    1.31570371e-02   6.62705788e-05]
 [  3.44856968e-03   6.11039286e-05   6.38648635e-04   1.82297576e-04
    6.87781430e-04   3.06473160e-03   9.91798639e-01   3.99545752e-06
    8.04753145e-05   3.36621524e-05]
 [  1.12272869e-03   7.92983119e-05   1.01959318e-04   1.14617360e-04
    2.48660304e-04   2.70501655e-02   9.65832531e-01   5.81173012e-08
    5.44733694e-03   2.61501714e-06]
 [  7.47121579e-04   1.50856140e-04   2.61038989e-02   1.73355638e-05
    9.65632319e-01   6.34678814e-04   6.36244472e-03   1.09105567e-04
    2.21436185e-05   2.20109447e-04]
 [  7.61761657e-06   9.99653459e-01   1.91505300e-04   3.07096016e-05
    1.91511972e-05   1.47719311e-06   7.43689816e-06   6.38447527e-05
    2.06494242e-05   4.14744454e-06]
 [  2.10344457e-04   4.96101734e-07   3.28981841e-04   1.59240790e-06
    9.94799137e-02   4.90432831e-05   8.99581969e-01   2.76340957e-04
    2.81157259e-06   6.84963234e-05]
 [  3.68831097e-04   7.76276283e-05   1.70622472e-04   6.11640871e-01
    1.82528907e-04   3.84154558e-01   2.39113346e-03   1.89378115e-05
    3.21838714e-04   6.73159841e-04]]
INFO:tensorflow:probabilities = [[  9.99990463e-01   3.53913322e-11   4.20345259e-06   2.01849247e-07
    9.42940304e-09   2.50683001e-07   3.31397388e-07   1.11145687e-06
    1.66440913e-07   3.32118611e-06]
 [  7.95528642e-04   1.57413539e-04   6.06186513e-04   5.92044264e-04
    2.77837767e-04   1.82337870e-04   1.02269007e-06   4.83332127e-01
    9.34097990e-02   4.20645684e-01]
 [  8.75686228e-01   4.81954066e-06   8.08823272e-04   2.09330022e-03
    2.14914689e-06   3.91104259e-03   4.02551581e-04   3.57105491e-05
    1.16703890e-01   3.51530733e-04]
 [  7.39098978e-05   2.97971496e-07   9.99190629e-01   6.69623725e-04
    7.42235045e-07   5.15777856e-07   3.47987395e-07   2.82634846e-05
    1.43468860e-05   2.14136890e-05]
 [  8.31349425e-08   2.56994241e-07   2.27482451e-05   9.99960303e-01
    6.00781007e-08   6.65359948e-06   3.17504756e-09   7.78071126e-07
    3.69708232e-06   5.28005148e-06]
 [  1.26474310e-06   1.90787368e-08   1.06173275e-06   1.75586319e-08
    9.99589264e-01   2.48148543e-04   1.08347658e-05   9.05406341e-06
    7.60754119e-05   6.43465246e-05]
 [  4.17691217e-06   1.15643793e-07   1.23384380e-05   1.02167811e-04
    2.11804468e-06   2.61552450e-05   7.39012967e-06   1.29461554e-07
    9.99832630e-01   1.27441681e-05]
 [  3.77987931e-03   7.12932660e-06   5.85033651e-03   8.94739569e-05
    9.22994586e-05   8.66863644e-04   1.95186381e-04   4.03356462e-05
    9.88390923e-01   6.87656866e-04]
 [  2.99922164e-07   7.17148214e-05   1.63142715e-04   9.97748196e-01
    2.35224115e-06   6.10844518e-06   5.01579334e-10   6.48218498e-04
    1.26752042e-04   1.23319298e-03]
 [  3.96145188e-05   1.61851887e-04   6.29238668e-04   9.93144274e-01
    6.55297617e-06   4.27118689e-03   4.99253247e-07   8.68838106e-06
    1.38427049e-03   3.53915239e-04]
 [  1.26699419e-07   1.28513202e-04   3.34736687e-04   2.04571415e-06
    3.06643604e-04   5.97222197e-06   9.99171019e-01   8.16156032e-09
    5.08699741e-05   7.82129774e-08]
 [  6.96529746e-01   4.30771703e-04   1.44694954e-01   1.43230066e-01
    1.09581021e-03   9.90892574e-03   1.04539003e-03   3.65526153e-04
    1.65463091e-04   2.53339065e-03]
 [  5.54221479e-05   1.63362792e-03   1.98121276e-02   8.23004544e-01
    1.74272922e-04   3.35523917e-04   4.28136218e-06   6.25830283e-03
    1.43723130e-01   4.99874866e-03]
 [  2.03041036e-05   7.86207366e-08   1.96944980e-04   1.45942840e-06
    7.03858241e-05   2.96871785e-05   9.99625206e-01   1.59430957e-08
    5.52170168e-05   6.61926435e-07]
 [  1.62692188e-04   3.02666558e-05   2.05523364e-04   1.88030435e-06
    3.58696299e-04   3.42343992e-05   9.99156713e-01   5.50816651e-07
    4.64455588e-05   2.97852694e-06]
 [  1.16560187e-07   7.94606240e-06   5.35823674e-05   9.99910355e-01
    1.42894887e-08   1.37731031e-05   1.21480275e-08   8.55627889e-08
    1.36966737e-05   3.81803289e-07]
 [  1.56229900e-04   3.80798397e-08   3.11144133e-04   4.11332549e-05
    6.10734802e-03   1.63278630e-04   9.51620768e-06   3.34886531e-03
    3.47881374e-04   9.89514589e-01]
 [  9.47910190e-01   1.71702377e-05   2.45084427e-03   3.06085160e-04
    1.62467986e-05   4.37762998e-02   4.03249025e-04   3.19362123e-04
    4.42516198e-03   3.75275587e-04]
 [  9.95575905e-01   2.16634973e-07   2.69224663e-04   1.80310201e-06
    2.98014056e-05   1.26639917e-03   2.56567914e-03   4.62174030e-05
    1.99875314e-04   4.49859035e-05]
 [  1.91088836e-03   1.73326656e-02   1.73056425e-04   4.07243907e-01
    2.22136921e-04   5.46183586e-01   4.79181530e-04   1.61549891e-04
    2.02258350e-03   2.42704265e-02]
 [  2.63981201e-04   1.94797933e-04   7.55233407e-01   3.68917920e-02
    1.58113435e-05   2.18534013e-04   6.75548836e-06   2.01607138e-01
    3.41154846e-05   5.53365843e-03]
 [  8.99118721e-04   5.90847185e-06   7.37872979e-05   3.17448023e-04
    1.65238918e-03   9.15057899e-04   9.58120381e-07   1.99830346e-02
    5.13335515e-04   9.75638926e-01]
 [  1.13975618e-03   1.52124303e-05   8.29393859e-04   3.29197588e-04
    7.57258432e-03   1.38249779e-02   1.86336983e-05   5.47674671e-02
    7.26541155e-04   9.20776188e-01]
 [  5.98600251e-04   1.55084692e-07   2.36073379e-06   8.42194911e-03
    7.96600307e-06   9.90501165e-01   1.27558314e-06   4.66043894e-05
    2.67988304e-04   1.51871092e-04]
 [  1.21228158e-01   4.32718662e-04   6.77724659e-01   8.80097970e-02
    1.70584321e-02   1.24779148e-02   2.98014618e-02   1.05934532e-03
    2.44315974e-02   2.77758706e-02]
 [  6.77014468e-04   1.07129721e-03   2.10438063e-03   1.04179662e-02
    1.24193989e-02   9.37622368e-01   1.98614299e-02   2.09876476e-03
    1.17546208e-02   1.97279756e-03]
 [  5.25014775e-06   6.88805221e-06   2.50559660e-05   9.91694748e-01
    1.08201255e-06   1.11342379e-04   2.26456240e-08   7.48742104e-06
    7.78305111e-04   7.36975065e-03]
 [  1.68122679e-05   3.22205815e-05   9.99224782e-01   6.94504182e-04
    9.07485901e-06   8.65896013e-08   9.22701020e-06   2.18558762e-06
    7.63561275e-06   3.52956567e-06]
 [  5.24300849e-03   9.01920736e-01   3.39313038e-03   5.67446090e-03
    4.20058903e-04   8.68927600e-05   1.15692825e-03   8.17081798e-03
    7.05492944e-02   3.38477571e-03]
 [  4.53992325e-05   1.45995189e-04   6.17031706e-04   5.81269618e-03
    3.40003171e-05   3.58581419e-05   1.56405093e-07   9.87701356e-01
    1.10068300e-04   5.49746724e-03]
 [  1.60180468e-06   1.31144516e-05   9.99825299e-01   2.35173466e-05
    4.75559591e-06   2.94647316e-06   7.37886330e-06   7.30328156e-06
    1.11517285e-04   2.65294761e-06]
 [  1.05504892e-04   4.71691601e-06   7.64167339e-07   5.57193113e-03
    6.63227183e-05   9.89958346e-01   1.72718064e-05   2.94892311e-06
    1.83513795e-04   4.08874545e-03]
 [  9.99944091e-01   2.06386071e-11   3.46342458e-05   7.02363465e-08
    1.79505282e-08   3.65689993e-06   3.67180945e-07   8.97071277e-06
    5.73856232e-06   2.36203800e-06]
 [  7.58394897e-02   1.71640670e-06   6.65759295e-03   1.16158168e-04
    4.94759306e-02   7.67656777e-04   7.92688690e-04   2.81992331e-02
    8.96507408e-03   8.29184473e-01]
 [  9.99476969e-01   4.11017922e-08   2.16416141e-04   1.41002602e-06
    1.66600813e-08   2.31703292e-04   4.38529096e-05   3.94627250e-06
    1.62669930e-05   9.45722240e-06]
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    2.57086707e-03   9.18498790e-06]
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    5.65924158e-04   4.43655849e-02]
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    8.30978900e-02   5.65943897e-01]
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    1.65403262e-02   6.71076961e-03]
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    7.41465343e-03   1.06344141e-05]
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    1.28621919e-04   9.72711325e-01]
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    7.54852721e-04   2.33122031e-04]
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    2.02842290e-04   6.22950029e-04   5.56312370e-05   1.92810080e-06
    1.41999749e-02   1.57392223e-03]
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    2.39172449e-11   2.16941461e-02   3.27295108e-10   1.24522694e-06
    2.09059173e-04   1.81403237e-07]
 [  3.70334237e-06   9.97270882e-01   2.93481426e-04   9.39253485e-04
    8.85422342e-05   6.82411564e-06   4.25277794e-05   4.13474947e-04
    8.55702558e-04   8.54235259e-05]
 [  9.99960423e-01   2.26207577e-11   1.27767335e-05   9.54436672e-08
    1.82075882e-11   3.12166492e-07   9.32573929e-09   3.50167795e-07
    2.02247134e-06   2.39945603e-05]
 [  3.44812841e-04   8.94016921e-05   9.90316330e-05   2.37091503e-04
    5.42546026e-02   5.73635625e-04   9.55210908e-06   3.55051942e-02
    3.34897358e-03   9.05537724e-01]
 [  9.85016465e-01   4.23538928e-08   5.61997367e-05   2.92305976e-05
    4.56193957e-05   1.92304669e-05   1.40557056e-02   1.37149618e-06
    6.97484415e-04   7.85187149e-05]
 [  9.99461949e-01   7.80233567e-09   1.43614699e-04   1.98950283e-06
    1.33551248e-09   3.39602033e-04   3.96738784e-07   1.76619085e-06
    4.33531786e-05   7.34307514e-06]
 [  2.47422395e-05   7.48414232e-06   8.79258459e-06   2.39034694e-06
    4.86164136e-05   2.50929705e-04   9.96995449e-01   2.06612616e-09
    2.66082934e-03   6.96189488e-07]
 [  9.69919784e-04   2.59648659e-03   1.32570677e-02   5.26956320e-02
    7.37695955e-04   9.06028785e-04   3.95411684e-04   2.45257659e-04
    9.23529923e-01   4.66651889e-03]
 [  6.86983839e-08   1.51928447e-07   8.53102961e-07   7.59621287e-07
    9.99799430e-01   4.22643143e-06   3.51467352e-05   6.85834721e-07
    1.22603512e-06   1.57519578e-04]]
INFO:tensorflow:global_step/sec: 155.744
INFO:tensorflow:loss = 0.101304, step = 15501
INFO:tensorflow:probabilities = [[  1.98475798e-04   7.60621697e-05   7.38833158e-04   1.22320838e-02
    2.08114740e-04   2.38485960e-03   1.00235557e-05   2.08819937e-03
    8.97843361e-01   8.42200294e-02]
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    4.03711293e-03   3.11532640e-04]
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    2.14814416e-10   4.88061970e-03   9.95607707e-10   1.15156199e-05
    1.32979540e-05   1.42618464e-05]
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    5.41848058e-05   2.71608915e-05   7.90328311e-04   1.91060753e-04
    5.93248231e-04   5.58704642e-06]
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    9.39845049e-04   5.25968382e-04   2.59388820e-04   3.95032344e-03
    6.16500387e-03   4.62680764e-04]
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    9.83922362e-01   4.19018434e-05   2.81413868e-05   2.32347101e-03
    5.01497925e-05   1.36180762e-02]
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    2.49473937e-03   4.21537273e-03   1.27574080e-03   3.55254486e-02
    1.06456634e-02   7.28810392e-03]
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    7.11250395e-05   7.70462560e-04   9.94637668e-01   6.86689702e-07
    2.84890175e-05   2.01013045e-05]
 [  9.68010409e-06   1.46416107e-06   5.02681360e-05   4.55693553e-05
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    8.37396458e-03   3.57014447e-04]
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    2.02768063e-03   7.69633218e-04]
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    9.98103261e-01   3.22995213e-04   1.04281091e-04   3.76271229e-04
    1.48591600e-04   9.27495537e-04]
 [  1.04895531e-04   5.73506713e-06   4.71266103e-05   1.88005879e-06
    9.94882822e-01   3.55400698e-05   2.67377764e-04   1.41463988e-03
    2.08411409e-04   3.03158886e-03]
 [  4.67065047e-06   4.34737274e-04   9.98204589e-01   1.03908568e-03
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    6.15144940e-03   4.47262125e-03   1.19840079e-05   1.27053894e-02
    4.86296881e-03   9.61597383e-01]
 [  3.44503904e-04   1.04675501e-05   1.03886421e-04   6.75201998e-04
    6.48888672e-05   3.39583829e-02   1.27645151e-03   2.21245609e-05
    9.62171555e-01   1.37250125e-03]
 [  1.59169929e-06   7.73125919e-07   1.94788049e-03   7.20889002e-05
    9.96015489e-01   2.93854955e-05   1.62735279e-03   1.02199294e-04
    3.76579883e-05   1.65622172e-04]
 [  8.36916006e-05   9.52777743e-01   2.52596778e-03   1.59170164e-03
    1.83425227e-03   2.79584876e-03   4.44372557e-03   3.98773322e-04
    3.34415659e-02   1.06632069e-04]
 [  3.65231972e-05   2.43717659e-04   3.54436488e-04   2.98436295e-04
    9.92923287e-06   2.12836708e-03   1.66359172e-07   9.70101357e-01
    2.11343188e-02   5.69275348e-03]
 [  8.33633721e-01   1.58362498e-04   1.25956228e-02   1.04331784e-03
    1.23904261e-03   4.01710570e-02   1.00367561e-01   5.91960088e-05
    1.05798971e-02   1.52142136e-04]
 [  8.89111925e-06   2.44580096e-05   1.30986422e-03   1.43158680e-03
    7.66098819e-05   1.63063421e-04   1.43988827e-05   4.66419033e-06
    9.95415092e-01   1.55134208e-03]]
INFO:tensorflow:probabilities = [[  2.55685620e-04   8.49665594e-06   2.39174028e-06   6.13632583e-05
    4.21888726e-05   9.98794079e-01   3.08899645e-04   2.77424738e-06
    2.90525786e-04   2.33660321e-04]
 [  1.05857209e-03   7.46755104e-04   3.36454432e-05   7.22066965e-04
    2.57331034e-04   9.64056134e-01   3.21133733e-02   1.58292987e-05
    7.80739821e-04   2.15471446e-04]
 [  5.84368827e-05   6.44743996e-05   6.13839075e-04   9.78379011e-01
    5.02365140e-07   4.85150935e-03   3.56918463e-07   1.64567828e-04
    1.57449674e-02   1.22346362e-04]
 [  9.74540561e-02   6.14242104e-04   5.82490211e-05   3.67102155e-04
    2.27660392e-04   8.85312140e-01   1.90856998e-04   5.16522070e-03
    1.05602425e-02   5.02734983e-05]
 [  1.19747921e-04   5.73686836e-03   2.23869807e-03   3.92120071e-02
    6.64549172e-01   5.75108360e-03   2.65458890e-04   6.97431862e-02
    3.48357111e-03   2.08900124e-01]
 [  1.51793443e-04   4.19501430e-06   1.47650193e-04   5.80623455e-05
    1.01873446e-02   7.83460127e-05   1.32622472e-05   1.14669185e-02
    4.98495123e-04   9.77393985e-01]
 [  1.91224499e-05   3.42292833e-06   1.71173597e-04   9.98979390e-01
    6.79433398e-08   7.68985832e-04   4.19314546e-07   1.90152900e-06
    5.23062154e-05   3.10646328e-06]
 [  2.06487195e-04   5.24519819e-05   3.92905276e-05   2.27639375e-05
    1.38521107e-04   2.29175687e-02   9.58194733e-01   8.20691994e-08
    1.84041895e-02   2.38669127e-05]
 [  4.45839942e-06   1.14642018e-04   7.81250652e-04   1.32173742e-03
    1.25434904e-04   1.23012927e-03   1.14140195e-04   1.82605490e-05
    9.96120334e-01   1.69722451e-04]
 [  1.95041939e-04   1.36462154e-06   2.01823376e-03   3.91700087e-06
    4.39154021e-02   1.38881063e-04   9.53320324e-01   7.13674595e-08
    4.04350285e-04   2.34621530e-06]
 [  5.04863169e-03   2.06465498e-04   4.66911406e-05   2.49008951e-03
    2.39553070e-03   7.08786622e-02   8.68298503e-06   8.76289308e-01
    1.61209435e-04   4.24748175e-02]
 [  2.48274853e-04   9.95249271e-01   3.03636509e-04   3.68048757e-04
    9.92736968e-05   2.54926184e-04   6.43986918e-04   2.02017196e-04
    2.55930773e-03   7.10628301e-05]
 [  3.52352387e-08   2.05698780e-05   9.36941142e-05   9.99761045e-01
    1.58395125e-07   2.12825853e-05   2.44638727e-08   8.63607875e-06
    9.28007648e-05   1.83050281e-06]
 [  5.07880322e-05   1.76395022e-03   7.64022116e-05   7.37171271e-04
    2.50752956e-01   2.56884890e-03   7.29140665e-05   2.49383016e-03
    6.27550238e-04   7.40855515e-01]
 [  9.99988079e-01   1.58148028e-09   2.09732730e-06   3.71573350e-07
    4.80137874e-10   2.68842314e-06   4.49224217e-06   1.56719622e-07
    1.86414604e-06   8.43946140e-08]
 [  5.80292976e-07   6.77807805e-07   6.19769821e-07   5.06937911e-04
    3.89693829e-04   4.81396964e-05   1.63560632e-08   1.10985537e-03
    1.00266399e-04   9.97843146e-01]
 [  4.85243572e-06   2.90381489e-04   5.95754227e-06   1.48926931e-03
    3.94871226e-03   9.07585490e-04   3.42519144e-07   2.63007246e-02
    2.79488158e-03   9.64257240e-01]
 [  8.21178255e-05   5.29807876e-05   6.79103832e-04   9.89632249e-01
    3.25016845e-06   6.02320628e-03   9.27601320e-08   5.13568695e-04
    2.31983652e-03   6.93414884e-04]
 [  5.32638842e-05   3.15019541e-04   3.10880496e-05   5.98325045e-04
    9.96486733e-07   9.98268485e-01   5.62847054e-05   2.61162313e-06
    6.72883354e-04   1.11988015e-06]
 [  1.14593931e-07   1.40897646e-06   4.07110856e-05   3.03544539e-07
    2.65357154e-03   2.94825095e-05   9.97218847e-01   2.02214370e-08
    5.49789766e-05   5.97194173e-07]
 [  1.17551672e-05   9.31721661e-05   2.74574198e-03   9.96155202e-01
    1.10861674e-05   5.51100064e-04   4.64311306e-05   7.31339023e-05
    3.03012523e-04   9.41238795e-06]
 [  4.39793257e-06   1.24561411e-04   5.52459060e-05   4.14797018e-04
    1.80821235e-06   2.75927414e-05   5.14750020e-09   9.98289049e-01
    4.88432306e-05   1.03363220e-03]
 [  1.03488441e-04   1.75454002e-03   6.86148051e-05   3.45127523e-01
    5.46099327e-05   6.32197320e-01   5.05021262e-07   1.08942844e-03
    1.17638763e-02   7.84005690e-03]
 [  9.35514212e-01   1.87998987e-04   1.50972661e-02   1.46846156e-04
    2.83557805e-03   1.67192472e-03   1.43079478e-02   1.39203691e-03
    2.81179752e-02   7.28196697e-04]
 [  2.54669794e-06   1.16624851e-05   9.30603449e-07   3.22455773e-04
    2.34243716e-03   1.06298074e-03   3.63619307e-07   5.52863698e-04
    9.92595102e-04   9.94711161e-01]
 [  1.30156855e-06   5.42959583e-07   1.10787414e-06   4.10756802e-05
    4.63195238e-03   2.29416473e-05   1.72039041e-08   8.80049448e-03
    4.12339650e-05   9.86459255e-01]
 [  2.44746680e-05   3.81672689e-05   9.91095662e-01   2.24557167e-04
    7.79442955e-03   4.80426388e-06   7.74910673e-04   2.20315815e-05
    1.39956874e-05   6.97607084e-06]
 [  7.03058497e-04   1.95950586e-02   4.86580050e-03   1.54780075e-02
    2.54414476e-06   4.18736413e-03   1.01816819e-04   3.02796485e-04
    9.54554200e-01   2.09387857e-04]
 [  1.35024299e-03   8.67627823e-05   7.69470716e-05   1.31030695e-03
    2.06790469e-06   9.91726741e-02   7.61360207e-05   9.69759003e-06
    8.97836089e-01   7.90861595e-05]
 [  9.47806669e-08   1.35062619e-08   6.58704892e-07   3.24938337e-05
    2.81213602e-07   1.86414343e-06   4.21309168e-12   9.91708100e-01
    1.98895327e-06   8.25452898e-03]
 [  2.33603884e-02   3.74971394e-04   1.44320726e-03   4.84767254e-04
    2.01494712e-03   9.60475743e-01   3.17672821e-04   1.97813823e-03
    2.18403107e-03   7.36613618e-03]
 [  5.86739634e-06   2.92678043e-04   3.31608782e-04   3.94166335e-02
    1.38876056e-02   4.84902831e-03   7.67167239e-06   1.04733966e-02
    1.08310627e-02   9.19904470e-01]
 [  4.87489331e-07   9.99390841e-01   2.37420700e-05   6.90875968e-05
    1.58470630e-05   1.20650145e-06   7.95066353e-06   2.72810605e-04
    1.76033485e-04   4.18827331e-05]
 [  3.24460956e-07   4.83504188e-08   2.40103986e-07   6.83885355e-06
    2.14642841e-05   4.18678537e-05   1.23187016e-10   9.77237999e-01
    7.04157037e-06   2.26842109e-02]
 [  1.33527594e-03   4.09447284e-06   9.17426527e-01   7.89324194e-02
    2.78998796e-05   6.65804255e-05   7.90486461e-04   1.16094633e-03
    1.21608937e-04   1.34051937e-04]
 [  7.30781949e-06   5.76062303e-05   1.28099957e-04   9.84291911e-01
    2.25208751e-07   1.53797446e-02   3.80087471e-07   1.46830325e-06
    1.27604682e-04   5.55061160e-06]
 [  1.26529275e-03   5.76751423e-04   9.63482598e-05   4.74075641e-04
    2.13123788e-03   4.29076049e-03   9.80221808e-01   9.34939749e-07
    1.08190309e-02   1.23695805e-04]
 [  6.00060011e-05   9.96448636e-01   6.64213847e-04   1.37690717e-04
    8.14035666e-05   3.31898591e-05   1.67389342e-04   2.89061281e-04
    2.09328602e-03   2.53172911e-05]
 [  1.41449366e-02   2.95044389e-03   8.59564841e-02   1.94852456e-01
    2.35303175e-02   5.40487990e-02   3.92465591e-02   1.95930433e-03
    5.60791254e-01   2.25194637e-02]
 [  6.69941446e-03   2.57996755e-04   9.51682270e-01   1.71078723e-02
    1.36678601e-02   5.97368577e-04   5.63584780e-03   1.85571305e-04
    2.25697947e-03   1.90891873e-03]
 [  2.25134063e-05   2.64192664e-07   2.91948527e-06   4.81682044e-04
    3.05492795e-05   9.98719335e-01   3.36903351e-04   1.18705664e-07
    3.55343218e-04   5.03153497e-05]
 [  3.65019474e-07   8.51892582e-06   2.30634851e-05   3.40111963e-02
    1.33100621e-05   9.51463759e-01   6.65413027e-05   2.87574919e-09
    1.43859824e-02   2.72516500e-05]
 [  5.51187107e-03   3.39536695e-04   5.08645862e-05   7.39561170e-02
    1.54209752e-02   7.86803126e-01   7.63763033e-04   3.13252187e-03
    1.75807457e-02   9.64404568e-02]
 [  1.91141753e-05   9.93355513e-01   6.31133371e-05   2.00835499e-03
    4.90745879e-05   3.58214456e-05   2.60275974e-05   5.13138366e-04
    3.27346497e-03   6.56500168e-04]
 [  1.36469811e-04   9.95725513e-01   1.11586007e-03   2.05962671e-04
    1.14436036e-04   8.36019535e-06   6.73671428e-04   5.93119825e-04
    1.37757347e-03   4.90443526e-05]
 [  3.00609855e-07   4.74814288e-02   9.49779451e-01   2.69014970e-03
    1.05954570e-07   6.83460655e-07   1.19829483e-05   1.33599915e-05
    2.25667900e-05   1.09626273e-08]
 [  7.49283299e-06   7.89430123e-05   1.14662340e-03   8.21713256e-05
    1.61971271e-04   3.88859698e-05   9.96199906e-01   9.47546894e-08
    2.28283391e-03   1.10057977e-06]
 [  7.79390248e-05   9.74792838e-01   1.59726467e-03   1.39816967e-03
    3.35209508e-04   5.82301000e-04   7.31919194e-04   2.64038122e-03
    1.70288254e-02   8.15072388e-04]
 [  4.22797224e-04   1.46778689e-06   2.91908327e-05   6.77175152e-08
    9.65677619e-01   2.74030585e-03   3.66341992e-04   6.53135963e-03
    1.72434393e-02   6.98742038e-03]
 [  2.24420114e-06   2.56320855e-05   6.47649722e-05   9.99697924e-01
    1.10537167e-06   8.37810148e-05   4.11540277e-08   7.73219563e-06
    5.23136478e-05   6.46032277e-05]
 [  1.32668708e-02   3.05353256e-04   1.83648069e-03   5.34852210e-04
    1.81954878e-04   1.36676955e-03   3.25951405e-04   3.79988574e-04
    9.71753180e-01   1.00485887e-02]
 [  3.06883594e-04   1.16388048e-06   1.83967950e-05   1.67415310e-05
    1.75226261e-04   8.55399958e-06   3.24630136e-08   9.06628251e-01
    1.84303470e-04   9.26604867e-02]
 [  2.60922134e-05   1.16737399e-04   7.98073088e-05   1.80908374e-03
    3.94283682e-01   3.13331513e-03   8.98764774e-05   2.59025139e-03
    1.54428731e-03   5.96326828e-01]
 [  1.49355317e-03   2.07178458e-03   2.08273250e-05   4.68162354e-04
    8.70813819e-05   9.84618247e-01   2.01135335e-05   1.88298966e-03
    9.24567226e-03   9.17020443e-05]
 [  7.18783326e-08   4.60206957e-06   6.91062087e-06   9.99909401e-01
    2.83607218e-08   5.16305954e-05   5.28949884e-10   6.57957435e-06
    1.48093739e-06   1.94414242e-05]
 [  5.08542416e-06   9.75180519e-05   5.49098040e-05   1.48662957e-06
    9.98788297e-01   6.19475977e-05   1.56640977e-04   7.90762278e-05
    2.29824036e-05   7.32131070e-04]
 [  1.41162436e-05   4.86221725e-05   1.72760730e-04   9.96055547e-04
    4.77925880e-07   1.21864592e-04   7.35555545e-07   7.16517980e-06
    9.98629451e-01   8.80474454e-06]
 [  4.33993227e-05   3.07896539e-06   5.09925303e-04   4.90165956e-04
    2.70241617e-06   7.48779257e-06   1.84744692e-06   1.48559280e-04
    9.98646796e-01   1.46026403e-04]
 [  3.00519389e-07   2.19319944e-07   3.80192214e-05   5.48502954e-04
    8.98978403e-09   2.33572359e-06   1.57521995e-10   9.99364078e-01
    3.63903746e-06   4.29058491e-05]
 [  1.47289447e-05   9.90600467e-01   5.65527298e-04   1.86681875e-03
    1.00001588e-03   1.16124912e-03   1.19060940e-04   6.18202786e-04
    3.89669812e-03   1.57205417e-04]
 [  5.42072394e-06   6.95331182e-05   1.03377861e-05   1.10510655e-05
    9.97286797e-01   3.48296453e-04   3.36536439e-04   2.20509275e-04
    4.48791834e-05   1.66671036e-03]
 [  4.47651274e-07   8.50422097e-08   7.26790071e-01   2.72131234e-01
    1.46840173e-09   2.98994678e-06   1.89390614e-09   8.78418405e-07
    1.07303041e-03   1.19832430e-06]
 [  1.32928483e-06   5.39731445e-06   5.66892777e-05   9.92027819e-01
    8.97889606e-07   2.88331672e-03   2.04669703e-08   2.42003898e-05
    3.30307917e-03   1.69725076e-03]
 [  2.84856884e-04   9.77535009e-01   8.91321251e-05   1.34055950e-02
    2.17058710e-04   1.74852426e-03   5.51945297e-04   2.46526743e-05
    4.72221756e-03   1.42103853e-03]
 [  6.12528250e-03   6.34968106e-04   1.39357406e-04   1.93863595e-03
    8.22212951e-06   9.73160207e-01   4.51374126e-06   1.36322454e-02
    2.53224536e-03   1.82433776e-03]
 [  3.57178942e-05   3.20639432e-04   3.92748305e-04   1.19570838e-02
    1.08025875e-02   1.50473779e-02   2.84276739e-05   6.02464774e-04
    1.35885030e-01   8.24927926e-01]
 [  1.94875742e-08   4.75203166e-08   1.08074804e-04   9.99889135e-01
    2.09683951e-10   1.77546758e-06   1.95622213e-10   4.88062646e-11
    9.13218855e-07   3.28160610e-08]
 [  8.01471353e-01   1.75849549e-04   3.59744914e-02   2.12549902e-02
    2.96592170e-05   1.07443631e-01   1.15185569e-03   6.25225483e-04
    2.25486793e-02   9.32425819e-03]
 [  2.38674284e-06   5.62862124e-06   2.19418100e-04   3.52699566e-03
    2.10448798e-06   1.61300013e-05   1.94392811e-07   1.89532220e-05
    9.96109426e-01   9.87636740e-05]
 [  4.73112130e-04   1.02045073e-03   2.74075987e-03   9.65145111e-01
    4.53669018e-05   5.60039247e-04   4.87444595e-05   2.36340366e-05
    2.25801002e-02   7.36267259e-03]
 [  6.19976418e-05   9.90096211e-01   4.14608367e-04   1.20465271e-03
    6.70570706e-04   7.12163863e-04   2.94383208e-04   1.13736186e-03
    5.22259250e-03   1.85511526e-04]
 [  1.48229974e-05   5.07340656e-06   9.99890089e-01   3.68156907e-05
    9.51069917e-11   1.03730235e-06   7.11704331e-08   1.52089064e-09
    5.19991154e-05   4.08858419e-10]
 [  2.06848898e-04   1.06706226e-03   3.85302381e-04   1.71450805e-03
    1.15334699e-02   7.18524307e-02   1.23966038e-02   1.51409244e-04
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    8.52631114e-04   2.24431933e-05]
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    1.54947070e-03   1.36981322e-03   4.71407361e-02   6.52683468e-07
    9.46998239e-01   3.62286505e-06]
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    7.41423741e-02   1.17686091e-06]
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    1.03878705e-02   8.94383818e-04]
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    1.42124423e-04   1.09196734e-03   4.71273763e-03   7.01253957e-05
    5.90864290e-03   1.63680725e-05]
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    2.59480393e-03   1.81594770e-02]
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    1.04705097e-04   4.03170852e-05   1.10390584e-03   1.49014336e-03
    2.54705781e-03   7.34848945e-05]
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    3.57066398e-03   3.39805905e-04   2.83101518e-02   3.08230519e-04
    9.11663112e-04   1.64325884e-05]
 [  6.06126559e-05   4.99191538e-06   9.77819413e-03   9.88776982e-01
    4.88678609e-07   6.55225012e-04   1.38340909e-06   5.35938476e-08
    6.99341064e-04   2.27181954e-05]
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    7.86687131e-04   3.86227563e-04   6.60300080e-04   1.34015369e-04
    4.81793052e-03   1.28912681e-04]
 [  2.00533301e-01   1.90923037e-03   1.08162515e-01   1.34061500e-01
    1.84819137e-03   2.29036823e-01   7.56438542e-03   2.88370415e-03
    2.95116335e-01   1.88840311e-02]
 [  8.03353214e-06   9.96280611e-01   2.35383573e-04   8.23299226e-04
    2.18608358e-04   3.18587117e-05   1.22620593e-04   8.85406916e-04
    1.06209784e-03   3.32046620e-04]
 [  7.21916012e-06   9.95074928e-01   5.53938662e-05   1.36633264e-03
    9.89040243e-04   3.94423550e-04   1.12891888e-04   1.18923257e-03
    4.45444486e-04   3.65111715e-04]
 [  4.17549090e-05   3.51196708e-04   9.79889277e-03   4.24415106e-03
    6.07371931e-06   1.34980301e-05   1.05724169e-07   9.81351554e-01
    7.56892143e-04   3.43583175e-03]
 [  2.60993420e-06   7.49882156e-06   2.12353880e-05   2.56602434e-05
    9.96477067e-01   1.30506858e-04   2.77151375e-05   1.35619630e-04
    2.29513844e-05   3.14912340e-03]
 [  5.00926717e-07   3.61448037e-05   9.76571609e-05   6.10154530e-05
    1.13948218e-07   1.48627623e-06   5.27153765e-10   9.99619007e-01
    3.70547286e-06   1.80238974e-04]]
INFO:tensorflow:global_step/sec: 153.467
INFO:tensorflow:loss = 0.195196, step = 15601
INFO:tensorflow:probabilities = [[  3.27997492e-04   3.17603946e-01   6.18134081e-01   5.72224101e-03
    1.97383319e-03   4.88318095e-04   9.34976386e-04   3.01794652e-02
    2.43727397e-02   2.62412621e-04]
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    1.18316226e-01   1.02117313e-02]
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    3.46897332e-06   6.06770162e-04]
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    3.39612257e-06   8.64630201e-05]
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    9.93074775e-01   4.74803150e-04]
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    4.89743091e-02   2.78496563e-01]
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    3.27974645e-04   1.65455640e-05]
 [  1.49718369e-06   1.14486946e-04   1.74640212e-02   9.71650302e-01
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    6.19811304e-02   7.78971531e-04]
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    1.49997976e-02   2.42665838e-02]
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    3.81001475e-04   9.04413104e-01]
 [  1.03609523e-07   9.12592313e-09   1.80825523e-08   5.39566681e-04
    7.07429834e-04   5.34416584e-04   2.29387176e-08   9.97235596e-01
    3.50165237e-06   9.79448552e-04]
 [  3.77838137e-06   2.71849698e-09   5.52665540e-08   7.32606882e-03
    9.62231361e-09   9.92499769e-01   1.68168990e-09   3.60674079e-07
    4.22763114e-05   1.27832885e-04]
 [  4.12364400e-08   2.86521390e-05   2.51222838e-04   9.99650002e-01
    8.87320084e-08   2.40432910e-05   5.08776807e-08   7.25005620e-08
    4.56785674e-05   8.70318644e-08]
 [  5.90555658e-07   1.51133204e-08   5.22453377e-07   4.88086062e-06
    2.63612455e-04   3.47342461e-06   1.59400901e-08   9.22948879e-04
    3.59498445e-05   9.98767912e-01]
 [  9.64085042e-01   2.34012600e-06   9.73638892e-03   6.23171590e-03
    1.10343295e-04   9.78022069e-03   9.47069842e-03   2.21789851e-05
    3.54170828e-04   2.06913624e-04]
 [  4.90346611e-05   2.74952890e-06   8.83884331e-06   3.17981653e-03
    1.29288959e-03   9.88146067e-01   2.63204053e-03   9.24563778e-07
    3.99915501e-03   6.88423694e-04]
 [  2.16896115e-05   4.05174942e-04   9.95180249e-01   4.13509272e-03
    5.80836925e-08   3.84750956e-06   1.48634008e-05   2.20536012e-09
    2.39190718e-04   5.02806928e-11]
 [  4.08832356e-02   8.40173196e-03   4.65477956e-03   3.33750015e-03
    2.06811423e-03   7.48684704e-01   5.41065484e-02   1.06043527e-02
    1.24736384e-01   2.52260081e-03]
 [  6.76208799e-07   1.18896969e-06   1.44848809e-05   2.66061852e-06
    9.97426808e-01   6.74409102e-06   4.28259045e-05   2.58827658e-05
    3.22119922e-05   2.44638650e-03]
 [  2.44372604e-05   1.22402589e-05   9.97991085e-01   1.82263693e-03
    6.85759227e-09   1.50333776e-07   7.20714922e-07   1.96440465e-06
    1.46815248e-04   1.04889395e-08]
 [  5.39978901e-05   1.55222624e-05   7.95945001e-04   4.70365467e-06
    7.42915133e-03   1.74112538e-05   9.91391420e-01   1.06535017e-05
    2.71241646e-04   9.86835585e-06]
 [  1.37502354e-06   3.05171034e-05   1.24999942e-05   2.62867215e-05
    9.95226979e-01   2.71131459e-04   1.49467378e-04   6.83016959e-04
    1.31256122e-04   3.46744596e-03]
 [  7.75682798e-04   6.12301155e-05   2.18458334e-03   3.18493810e-04
    1.40171232e-05   2.65164359e-04   9.95077968e-01   7.16613116e-08
    1.30153529e-03   1.14794193e-06]
 [  1.73863027e-05   8.13132192e-06   1.04582388e-04   2.08501169e-05
    3.44161323e-04   8.09725389e-05   9.99399900e-01   8.67991332e-07
    1.56761653e-05   7.54008533e-06]
 [  8.01565257e-05   1.00827739e-02   8.28619480e-01   3.49695212e-03
    2.32375339e-02   1.18885702e-03   1.06175818e-01   2.63540569e-05
    2.67985761e-02   2.93441495e-04]
 [  1.07167347e-03   1.79270603e-04   1.70371484e-03   1.53459865e-03
    3.54160577e-01   2.00794891e-01   9.95137319e-02   7.31761742e-04
    2.99402829e-02   3.10369521e-01]
 [  2.14908709e-07   6.61897275e-07   1.38707128e-06   5.92150209e-05
    3.78672103e-03   2.70978577e-04   3.21460163e-07   3.26997193e-04
    1.85595258e-04   9.95367885e-01]
 [  2.07019635e-04   7.37982264e-05   2.10334291e-03   9.88929067e-03
    1.12455268e-03   1.15216139e-03   9.42663917e-07   2.71842867e-01
    6.55965228e-03   7.07046330e-01]
 [  7.45379250e-04   1.27071224e-03   2.67520198e-04   2.89128104e-04
    3.26732959e-04   9.76736188e-01   1.37233327e-03   9.55867727e-05
    1.88503284e-02   4.61536729e-05]
 [  3.37387691e-03   2.82260533e-02   1.51967723e-03   8.53324251e-04
    4.54912049e-04   6.29503250e-01   7.59116188e-03   2.12063198e-04
    3.28140140e-01   1.25517894e-04]
 [  3.10834167e-07   6.84120550e-07   9.99831796e-01   1.53715460e-04
    5.56153914e-08   2.06004671e-07   1.44212308e-07   1.00595998e-05
    2.99421163e-06   6.36200141e-08]
 [  3.34481650e-04   3.60255875e-02   5.46457944e-03   1.99082051e-03
    3.00236326e-03   6.45456165e-02   8.74368191e-01   9.44457952e-06
    1.42479148e-02   1.09434777e-05]
 [  6.44570030e-03   1.91351422e-03   2.73200520e-03   2.37000789e-02
    1.22045306e-02   1.69395015e-01   6.26386749e-03   1.25160022e-03
    7.22488940e-01   5.36047369e-02]
 [  1.06295738e-04   1.07943917e-04   6.60778605e-05   8.90866446e-04
    3.85063584e-03   3.31160118e-04   3.28457509e-06   1.47641078e-01
    2.38665743e-04   8.46763968e-01]
 [  1.67547169e-05   1.10340734e-04   5.69027441e-04   1.44680694e-03
    7.42475167e-05   7.50768886e-05   1.86402346e-07   9.46982443e-01
    1.81811932e-03   4.89070117e-02]
 [  2.13658888e-04   2.47122534e-05   1.03199629e-04   9.94241357e-01
    2.18744518e-07   5.03634568e-03   6.94290122e-07   3.24241264e-05
    1.39046941e-04   2.08230544e-04]
 [  2.31462059e-06   2.57905253e-04   4.83307784e-04   8.99729785e-03
    1.08298843e-06   5.37280312e-06   2.88107649e-09   9.86931384e-01
    2.45618820e-03   8.65046692e-04]
 [  2.28370191e-04   2.08288082e-04   1.98502117e-03   1.16307616e-04
    1.08853906e-01   6.48844521e-03   8.80877256e-01   5.81085158e-04
    1.37570009e-04   5.23738505e-04]
 [  2.14908378e-05   1.25394890e-05   2.11577470e-04   9.89801347e-01
    6.19201819e-06   5.87719376e-04   3.23977964e-08   7.75489243e-05
    2.56471941e-03   6.71685487e-03]
 [  7.79434070e-02   5.45239300e-06   8.74458253e-03   9.38694633e-04
    7.25162565e-04   4.62530833e-03   9.04130042e-01   1.66577462e-04
    2.24934821e-03   4.71374369e-04]
 [  3.39453209e-07   1.39606620e-08   1.11055138e-08   1.69935379e-06
    1.90918305e-04   2.52780846e-05   1.07437681e-09   2.73830304e-03
    7.28587111e-05   9.96970534e-01]
 [  9.99997377e-01   1.08450809e-11   1.23613006e-06   3.47876821e-08
    3.40148631e-10   1.06969878e-06   1.51497375e-07   2.84726003e-08
    1.60815734e-08   2.46236340e-07]
 [  1.36715116e-05   7.48379098e-04   1.37472700e-04   1.48632680e-03
    1.10123256e-05   3.51133713e-05   3.73014437e-08   9.87334967e-01
    2.01829520e-04   1.00311562e-02]
 [  1.01350633e-04   2.10379763e-03   3.20056948e-04   2.94795213e-03
    1.92766398e-01   1.38438388e-03   1.71206193e-04   2.13424535e-03
    1.07998043e-01   6.90072596e-01]
 [  9.99933243e-01   1.06652587e-09   3.13449846e-06   6.53385268e-06
    4.20439239e-09   4.54053843e-05   3.71840457e-07   8.85593352e-07
    1.02731083e-05   2.43698281e-07]
 [  4.47884668e-06   8.66015944e-06   2.75518005e-06   4.40072763e-05
    5.66866854e-03   2.93553545e-04   3.39638382e-06   1.50231179e-04
    1.52877020e-03   9.92295504e-01]
 [  3.26660120e-05   9.14321481e-06   9.00258422e-01   4.41702112e-04
    8.70729782e-05   5.09865233e-04   5.23125927e-04   4.10263128e-05
    9.80510488e-02   4.59469848e-05]
 [  1.08009208e-05   3.22741435e-05   4.26848101e-06   2.35852509e-04
    1.64464600e-05   9.98547256e-01   2.59811495e-05   8.81158030e-06
    1.10598409e-03   1.23359569e-05]
 [  4.37446630e-07   1.19386371e-07   5.56198211e-06   3.14873469e-05
    1.36765195e-07   1.23511643e-06   3.71724110e-11   9.99913216e-01
    2.83297209e-06   4.49467661e-05]
 [  5.32418142e-07   1.71437478e-06   7.60981406e-04   2.08712925e-04
    2.41468655e-07   2.99068270e-05   2.69023730e-07   1.42420004e-06
    9.98574734e-01   4.21477656e-04]
 [  3.83465631e-05   1.56285830e-06   6.71907765e-05   1.98380920e-04
    3.02712815e-05   2.56987441e-05   1.36218500e-06   9.91427660e-01
    2.94171070e-04   7.91540928e-03]
 [  7.86816017e-05   1.53316014e-05   1.00815450e-05   4.87036159e-04
    3.98365548e-04   9.93758440e-01   3.67736560e-03   1.29210889e-06
    1.47005904e-03   1.03349877e-04]
 [  8.70582357e-04   2.06685028e-04   7.97893479e-03   3.58467165e-04
    1.78147038e-03   9.13164229e-04   6.05636090e-03   3.39366416e-05
    9.80922401e-01   8.77898769e-04]
 [  4.72040192e-05   1.15944977e-06   3.00526135e-05   2.35283893e-04
    5.27879335e-02   1.49916232e-04   2.20544666e-06   1.12790735e-02
    1.22219801e-03   9.34244990e-01]
 [  9.47799617e-06   6.65843254e-03   1.92137936e-03   4.45668995e-02
    1.03254224e-05   3.19246028e-04   3.08439809e-07   9.43076491e-01
    2.21593166e-03   1.22143514e-03]
 [  1.74776710e-06   2.59006868e-07   2.97021670e-05   1.00308694e-06
    9.99716938e-01   2.06854929e-06   2.47548760e-05   6.24763779e-05
    1.19277820e-05   1.49222251e-04]
 [  3.36598032e-06   8.04191404e-06   3.13029741e-05   2.29075039e-03
    8.26833427e-01   7.54000386e-04   1.82142117e-04   2.96894531e-03
    8.84167850e-04   1.66043833e-01]
 [  3.03712412e-04   3.73004980e-07   3.05773836e-04   2.19816968e-04
    1.16476677e-02   2.46750045e-04   7.25138989e-06   5.47369197e-03
    7.63612683e-04   9.81031358e-01]
 [  9.57481632e-08   4.14354599e-06   8.71934208e-06   3.22796084e-04
    9.03348393e-07   5.58824759e-05   2.12214378e-11   9.81491446e-01
    2.10225553e-04   1.79057717e-02]]
INFO:tensorflow:probabilities = [[  2.88229348e-04   5.78689016e-03   1.82024247e-04   7.49991741e-03
    1.26905926e-02   1.13724265e-03   8.43365251e-06   5.85550778e-02
    1.98171032e-03   9.11869824e-01]
 [  9.76643205e-01   2.86147060e-05   4.09496436e-03   1.58697250e-04
    3.74690426e-04   2.13848863e-04   3.62708629e-03   9.24470020e-04
    1.32385213e-02   6.95875729e-04]
 [  4.75915300e-07   6.96043472e-08   2.72123003e-07   3.99605824e-08
    9.99476969e-01   9.01069870e-05   1.74361321e-05   1.92535626e-05
    8.61306253e-05   3.09266848e-04]
 [  2.15723285e-05   9.97058868e-01   9.45887761e-04   3.19754792e-04
    6.85161212e-05   4.62184289e-06   3.75182572e-05   1.19234598e-03
    2.08555561e-04   1.42442426e-04]
 [  3.67219589e-04   5.43818169e-05   3.00073531e-04   9.91474953e-04
    6.20188653e-01   9.99308936e-03   1.67117978e-04   3.27437255e-03
    1.64908604e-04   3.64498615e-01]
 [  1.48455787e-03   6.33022399e-04   3.13131924e-04   8.74416590e-01
    7.24410129e-05   1.19864829e-01   3.55256954e-04   5.83145047e-05
    6.52575982e-04   2.14936957e-03]
 [  8.55548205e-05   1.36031089e-02   5.21948095e-03   9.31878388e-01
    6.30741852e-05   3.07213329e-02   3.24713212e-04   2.27779628e-06
    1.80642568e-02   3.78070836e-05]
 [  1.56614806e-05   1.49471316e-06   3.10791120e-06   7.02556610e-01
    3.38111067e-06   2.86560535e-01   7.68587753e-08   4.42743885e-06
    9.45061329e-05   1.07602794e-02]
 [  1.68424526e-06   4.02788282e-06   5.35624451e-07   4.04319908e-05
    6.22539707e-02   5.97149010e-05   4.08210525e-07   4.46337694e-03
    6.45722466e-05   9.33111310e-01]
 [  1.32102898e-04   2.00897246e-03   1.34680001e-02   3.34349897e-04
    1.42587824e-02   3.49896465e-04   9.68846142e-01   3.32091586e-05
    4.37428185e-04   1.31126886e-04]
 [  6.47398792e-06   2.14669200e-07   7.82992211e-05   5.55483304e-08
    3.33492862e-05   9.90406647e-07   9.99874473e-01   3.87477650e-09
    5.54594089e-06   4.87814532e-07]
 [  1.37986345e-09   3.20637006e-09   8.52693773e-08   9.99921918e-01
    3.32836481e-10   7.58842580e-05   3.85194643e-13   1.75523418e-09
    1.33117010e-06   7.05370894e-07]
 [  6.16197067e-05   9.48915780e-01   1.30009634e-04   2.46708235e-03
    7.63687538e-04   7.20331354e-06   2.18117839e-05   2.83740908e-02
    6.27978472e-03   1.29787885e-02]
 [  9.99997377e-01   7.74784750e-13   1.99566639e-08   6.49470611e-09
    1.63031099e-11   2.29798593e-06   1.80182635e-09   3.86016666e-07
    1.54377346e-08   7.26235827e-09]
 [  2.48838314e-05   3.83808401e-05   7.85443059e-04   7.38692982e-03
    5.42393864e-05   1.73451398e-02   6.22013104e-05   8.17035652e-06
    9.74269450e-01   2.51974543e-05]
 [  3.60561074e-07   2.72057168e-08   2.53899907e-05   1.10297174e-06
    9.99614060e-01   6.11621590e-06   1.65674319e-05   2.02223673e-05
    1.14903478e-05   3.04645451e-04]
 [  9.91198480e-01   1.85967940e-06   1.14030926e-03   2.81035493e-04
    2.42526312e-05   2.23292271e-03   4.11826931e-03   1.16388539e-04
    3.02144355e-04   5.84455207e-04]
 [  9.99729097e-01   3.30618088e-10   8.28353586e-06   2.30115216e-08
    1.05503772e-09   1.48655337e-04   1.12628950e-04   1.00844033e-09
    1.34972095e-06   5.86581699e-08]
 [  6.02988803e-05   2.73460628e-05   2.75539613e-04   4.69092774e-04
    2.00827562e-05   7.92281353e-05   3.26092326e-08   9.95425284e-01
    1.61616757e-04   3.48142209e-03]
 [  7.26621423e-04   9.81758952e-01   4.02138149e-03   1.01528154e-03
    1.43966032e-03   4.94121690e-04   2.52592005e-03   9.09575319e-04
    6.81433827e-03   2.93955061e-04]
 [  3.73655494e-05   1.72911371e-06   3.61462662e-05   3.81823455e-04
    2.11504579e-04   6.66068554e-01   3.32584381e-01   3.83400440e-08
    6.77986594e-04   4.67459728e-07]
 [  2.63550784e-04   8.73012526e-04   1.31166917e-05   6.97760237e-03
    5.89417141e-07   9.90368664e-01   2.27105935e-04   3.76464704e-05
    1.15119573e-03   8.73172321e-05]
 [  1.69396571e-06   2.11091333e-07   8.59593056e-05   4.06246545e-04
    1.43515322e-07   7.18766387e-05   5.42344821e-07   4.68199050e-06
    9.99418974e-01   9.65604522e-06]
 [  1.40416896e-05   5.44587486e-10   1.20379451e-09   1.14719306e-07
    3.01032196e-06   8.05301170e-06   1.36497771e-10   9.99898195e-01
    9.96098990e-08   7.63566350e-05]
 [  1.78365008e-06   2.08521597e-05   9.99005973e-01   4.86897014e-04
    2.24166063e-09   1.93257605e-07   2.49887734e-07   4.77162510e-04
    6.82156997e-06   7.26546503e-08]
 [  9.99816358e-01   7.27759408e-10   7.90912509e-06   2.99608791e-06
    1.05690434e-09   1.67908001e-04   3.43082820e-06   2.50641733e-07
    1.08866118e-06   9.48796313e-08]
 [  3.23485347e-06   1.48244123e-06   9.04829431e-05   6.83170470e-07
    2.51910969e-04   1.29150530e-05   9.99032736e-01   1.10962752e-07
    6.06301415e-04   1.39577224e-07]
 [  6.29839051e-05   6.15600084e-06   6.01344276e-04   2.87107602e-02
    3.34447395e-06   3.75011368e-05   4.02235599e-07   3.87045930e-06
    9.63106692e-01   7.46697281e-03]
 [  3.70999100e-04   9.49101595e-05   8.28910197e-06   2.52954406e-03
    4.00925774e-06   9.95390296e-01   8.49097851e-05   9.84211601e-06
    1.48869539e-03   1.83524553e-05]
 [  5.81886270e-04   4.44635771e-05   2.86934053e-04   8.73180397e-05
    2.26016878e-03   4.74035478e-04   9.92821276e-01   2.89834552e-05
    3.40967532e-03   5.32647437e-06]
 [  9.99607265e-01   3.14511084e-08   1.65405057e-04   1.66224436e-05
    4.69363215e-09   8.46335315e-05   1.25445920e-04   2.33388437e-08
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    1.34665012e-01   1.08483396e-02]
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    8.49923468e-04   3.43294523e-05]
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    2.98718242e-05   2.57185400e-02   4.97054643e-05   3.40073407e-02
    2.43100600e-04   8.95536318e-03]
 [  9.99367058e-01   2.30745059e-08   9.74184513e-05   1.10357047e-04
    1.47827948e-11   4.22499928e-04   1.88303488e-08   9.46689624e-07
    1.99408049e-07   1.49143273e-06]
 [  6.20600485e-06   1.84213249e-07   9.98582840e-01   7.92902953e-04
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    2.21098726e-05   4.66601023e-07]
 [  4.00219415e-06   1.12808877e-07   1.48549373e-06   1.81472686e-04
    6.07324546e-06   9.99461591e-01   9.06645073e-05   1.25378641e-09
    2.47739255e-04   6.86110843e-06]
 [  1.98022783e-04   2.20909624e-05   4.44262441e-05   7.11922765e-01
    1.16507317e-06   2.85455912e-01   4.40960051e-08   2.14869087e-03
    1.16100819e-04   9.06874557e-05]
 [  1.51486319e-07   7.66811752e-07   1.16795727e-05   9.98194158e-01
    3.03297725e-07   3.15358120e-05   1.29520228e-09   5.70583332e-04
    1.07705113e-04   1.08306506e-03]
 [  4.57175029e-03   9.33902811e-06   4.66913625e-04   1.02441982e-05
    7.97084722e-05   2.44224968e-04   9.94607389e-01   1.74372062e-07
    6.83554481e-06   3.46476645e-06]
 [  1.34472910e-04   2.09210164e-04   9.95849252e-01   1.52357723e-04
    3.52192175e-04   8.98955986e-05   1.29592395e-03   1.23818575e-06
    1.82827085e-03   8.72275778e-05]]
INFO:tensorflow:global_step/sec: 154.754
INFO:tensorflow:loss = 0.149796, step = 15701
INFO:tensorflow:probabilities = [[  9.98573780e-01   2.54741917e-06   9.53292765e-05   2.25892974e-04
    2.64419104e-05   3.26112568e-05   1.19259035e-04   4.95894601e-05
    8.33763275e-04   4.06784384e-05]
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    2.44479772e-04   4.05432977e-04]
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    2.83921212e-02   4.27389255e-04   9.59068418e-01   6.87808438e-07
    9.74764334e-05   1.60324398e-05]
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    3.52430907e-05   3.16600868e-04]
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    1.49685278e-04   3.12119111e-04]
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    3.65413202e-04   3.11001641e-05   1.60411744e-07   9.92701888e-01
    1.54102090e-05   6.59752218e-03]
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    9.91494858e-07   5.15381726e-06]
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    5.52261248e-04   1.85555400e-04   6.78625668e-07   3.61373555e-03
    7.62722513e-04   9.93101478e-01]
 [  1.25018670e-03   2.74916552e-03   3.18597595e-05   2.50921445e-03
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    3.77838500e-04   5.15012294e-02   1.59883201e-01   8.69171828e-08
    7.87224114e-01   1.20036406e-04]
 [  9.21514882e-08   4.67429428e-09   8.72130840e-06   6.67534250e-09
    9.99949455e-01   1.09957614e-06   3.61110579e-05   1.53698511e-06
    4.20000788e-07   2.53925850e-06]
 [  6.41604769e-04   9.09881026e-04   2.88970215e-04   3.67638859e-05
    3.95798183e-04   1.05118612e-03   9.94383574e-01   2.24614723e-06
    2.26004864e-03   2.98754039e-05]
 [  1.70359388e-04   3.46073419e-01   6.41983986e-01   8.60660709e-03
    9.62014724e-07   1.74848479e-04   3.05796653e-04   1.41882037e-05
    2.65835086e-03   1.14121158e-05]
 [  2.71758134e-03   3.60945269e-04   7.50625986e-05   3.37354792e-03
    5.93718960e-06   9.90538239e-01   2.93114717e-04   1.59053307e-05
    2.61309883e-03   6.49860112e-06]
 [  3.09535793e-08   1.57863014e-05   4.58472292e-04   8.60475097e-03
    3.89590714e-04   9.76218462e-01   1.04205046e-05   7.26054168e-07
    1.42559847e-02   4.57347123e-05]
 [  5.99440091e-06   1.32652946e-08   1.85517841e-08   2.43160548e-06
    2.87953590e-05   1.87225469e-05   1.35030254e-09   9.98711705e-01
    3.06637276e-07   1.23199821e-03]
 [  9.95665371e-01   1.26642283e-06   6.23293628e-04   4.50395775e-04
    2.49584355e-06   1.02735788e-03   3.96140458e-05   6.68249617e-04
    1.19765592e-03   3.24290828e-04]
 [  1.85326804e-04   4.10648208e-04   1.34504342e-03   3.02515236e-05
    9.87784982e-01   8.55675840e-04   9.73808987e-04   1.33085379e-03
    1.41323183e-03   5.67000825e-03]
 [  3.76518273e-07   6.26257890e-09   3.67896547e-07   1.47441625e-07
    9.99786437e-01   6.64226764e-06   6.55202655e-07   8.73428216e-05
    3.14685822e-05   8.65724141e-05]
 [  2.36188680e-06   2.93156427e-05   7.10682855e-07   4.44557227e-05
    2.65543292e-07   9.99743640e-01   9.22050367e-06   1.19048207e-06
    1.61442076e-04   7.36099264e-06]
 [  2.09991209e-04   8.31826183e-05   1.09423068e-04   3.39674705e-04
    7.13452464e-04   4.66400944e-03   8.08041648e-07   9.06983137e-01
    5.46577480e-03   8.14306438e-02]]
INFO:tensorflow:probabilities = [[  5.88809780e-04   1.12873607e-03   6.35888427e-04   1.26013150e-02
    1.80342458e-02   2.08697766e-02   7.11096509e-04   1.60877348e-03
    6.37214351e-03   9.37449217e-01]
 [  2.14788386e-07   2.69953466e-06   4.90534585e-04   1.20801946e-04
    1.63883058e-07   3.21780362e-07   3.75111442e-10   9.99292970e-01
    4.62914704e-06   8.76623817e-05]
 [  9.95748460e-01   4.47718094e-07   1.37011346e-03   3.18682760e-05
    3.79840617e-06   1.05250208e-03   1.77733158e-03   3.32437367e-07
    1.35518585e-05   1.63357299e-06]
 [  2.64386850e-04   2.49424367e-03   1.08092362e-02   1.38320411e-02
    1.16462852e-05   6.95701456e-04   7.26106882e-05   7.23340927e-05
    9.71599579e-01   1.48224703e-04]
 [  7.83690055e-08   1.71236010e-07   6.49053482e-06   9.99820769e-01
    4.52448434e-09   6.69060828e-05   1.56528332e-11   9.20101047e-06
    6.65478146e-05   2.99149160e-05]
 [  2.01409822e-03   8.30773570e-06   3.98974080e-05   1.59915658e-06
    1.86701815e-04   2.24819351e-02   9.73789573e-01   2.21844765e-08
    1.46966532e-03   8.26970518e-06]
 [  1.23837191e-04   9.95292425e-01   2.41062068e-03   6.12410717e-04
    1.53318906e-04   4.91601968e-05   2.28685385e-04   1.28597880e-04
    9.81337973e-04   1.97412955e-05]
 [  1.43558602e-03   9.68922377e-01   2.46613543e-03   3.92801408e-03
    1.54646358e-03   1.07652275e-03   1.66753237e-03   6.82800822e-03
    9.33671091e-03   2.79262848e-03]
 [  7.66981248e-05   3.34296003e-02   1.06249206e-01   1.97415426e-01
    2.81388895e-03   6.11384632e-03   9.93715716e-04   3.82548943e-02
    6.00189865e-01   1.44628789e-02]
 [  2.10958882e-03   2.48926244e-05   2.97658779e-02   2.18577101e-04
    1.55336671e-02   9.81960678e-04   6.11646174e-05   5.87561168e-03
    2.08688114e-04   9.45219994e-01]
 [  1.07974149e-04   9.97277796e-01   3.35128192e-04   5.54475002e-04
    1.34203365e-04   6.47299894e-05   1.90591061e-04   2.25004202e-04
    8.77544517e-04   2.32698527e-04]
 [  4.64907644e-04   1.16325438e-01   8.22119892e-01   2.58336049e-02
    4.93921252e-05   3.53741416e-05   1.89019721e-02   1.48509534e-05
    1.62527077e-02   1.63496463e-06]
 [  3.70235011e-06   9.80296754e-05   9.44741245e-04   9.57099020e-01
    2.30373174e-04   1.28477311e-03   5.42822727e-06   3.51909694e-04
    1.85410827e-02   2.14408729e-02]
 [  9.99260843e-01   4.36385825e-08   1.03767634e-04   2.58334294e-05
    3.08436698e-09   5.72453311e-04   9.76791216e-06   5.43049737e-07
    5.48385606e-06   2.12628493e-05]
 [  1.31216966e-05   2.04185908e-05   5.97316284e-05   1.22505073e-02
    5.55882987e-04   8.07372679e-04   7.90298800e-05   9.51627493e-01
    7.14465976e-03   2.74418555e-02]
 [  1.33174508e-05   9.96536851e-01   1.00906612e-03   3.82094440e-05
    1.12884401e-04   6.87860520e-05   6.81463978e-04   3.12853444e-05
    1.49526272e-03   1.29847813e-05]
 [  2.07835008e-04   4.82858904e-02   1.37375025e-02   2.33303189e-01
    9.75538604e-03   2.78789271e-03   7.62690179e-05   4.10954095e-02
    4.57537621e-01   1.93213016e-01]
 [  2.82547443e-08   3.48517602e-07   5.30750003e-06   1.00297533e-04
    1.25524187e-08   1.92555740e-06   5.89297404e-12   9.99863982e-01
    3.52933654e-07   2.77362906e-05]
 [  3.67744506e-05   7.50450999e-04   8.84249061e-03   2.44482197e-02
    1.01305322e-05   4.24227437e-05   9.89073570e-08   9.63763237e-01
    2.00888934e-03   9.73180067e-05]
 [  1.88844060e-05   5.37493747e-07   1.04973356e-06   9.66124662e-06
    7.91838465e-06   9.99128044e-01   9.20279092e-07   3.29303693e-05
    7.83678377e-04   1.64532012e-05]
 [  4.05809042e-05   1.52214980e-05   2.03648284e-02   5.19456626e-05
    9.74838138e-01   3.93003938e-06   5.84784604e-04   1.04072797e-05
    5.46834017e-05   4.03542956e-03]
 [  3.80769197e-04   8.34119965e-06   9.83656428e-05   3.09575559e-03
    3.77189644e-05   9.94188190e-01   8.90537049e-04   5.62996888e-07
    1.01664558e-03   2.83186760e-04]
 [  3.28478309e-05   3.59300844e-04   1.93312575e-04   2.82814889e-03
    9.42050457e-01   3.51467030e-03   8.90700321e-04   1.87513977e-03
    9.00828373e-03   3.92472371e-02]
 [  2.66501866e-03   9.90058397e-05   1.46321091e-03   3.44591588e-03
    3.73243121e-04   7.57961255e-03   2.36117258e-03   1.46037724e-04
    9.62727070e-01   1.91396773e-02]
 [  9.97063816e-01   1.53839085e-06   1.08168737e-04   3.82748694e-04
    4.05130550e-07   2.16250028e-03   1.01345058e-05   5.55572769e-05
    9.59788958e-05   1.19257464e-04]
 [  9.68676730e-08   2.36692290e-06   1.35278038e-03   9.98349190e-01
    1.61437896e-07   1.64245776e-05   7.45440421e-09   7.97257599e-05
    1.64261379e-04   3.50642731e-05]
 [  2.71304725e-06   8.94682557e-07   3.65567510e-04   1.55654618e-06
    1.51967572e-04   1.45704416e-05   9.99436557e-01   1.11275291e-08
    2.59895860e-05   1.91841266e-07]
 [  2.77333165e-04   4.46262038e-06   1.44405851e-06   1.29791861e-03
    3.16511199e-04   9.96011496e-01   2.01534174e-04   1.86516286e-06
    4.69854043e-04   1.41751091e-03]
 [  2.94933780e-05   4.19205151e-08   4.01615716e-06   8.28191787e-06
    8.46266001e-03   5.68937139e-06   1.96003725e-07   1.55157805e-03
    4.78606053e-05   9.89890218e-01]
 [  4.99256068e-08   1.05965983e-08   1.21261746e-06   1.35744102e-07
    9.99936104e-01   2.49263485e-06   1.03516859e-05   4.67927208e-07
    7.33281468e-07   4.83674376e-05]
 [  5.21341633e-07   3.59999405e-07   7.77635432e-06   1.73104854e-04
    1.66263554e-08   5.87779027e-07   7.39702744e-11   9.99504685e-01
    4.40025315e-06   3.08498042e-04]
 [  5.10286627e-05   3.26850113e-07   2.53327689e-05   9.99112904e-01
    8.57340510e-09   7.90075806e-04   2.04484138e-07   2.78250809e-06
    6.88997659e-07   1.65571691e-05]
 [  1.56592296e-06   7.62993077e-05   8.53326783e-05   8.20778543e-04
    1.52916277e-06   4.84015936e-06   8.10404366e-09   9.97529924e-01
    8.58141721e-05   1.39389362e-03]
 [  1.10136846e-03   9.55197990e-01   2.08934583e-03   1.34408392e-03
    1.43072894e-03   1.15968578e-03   1.25902053e-02   1.18519377e-03
    2.31153704e-02   7.86084915e-04]
 [  9.99842763e-01   5.28618642e-08   4.07670123e-05   4.08821188e-06
    1.97941745e-07   1.75316018e-05   7.62190803e-06   8.27639178e-06
    4.09732957e-06   7.47103404e-05]
 [  2.42058595e-05   1.25428851e-05   4.46295144e-06   4.14335309e-03
    8.56924235e-05   9.92291749e-01   5.26101721e-05   2.31670583e-07
    3.19397636e-03   1.91190615e-04]
 [  9.48435570e-07   8.24791932e-05   1.09572001e-02   8.33273053e-01
    1.63047753e-05   9.59470999e-05   8.57913733e-07   1.13621419e-02
    1.42281175e-01   1.92988920e-03]
 [  9.66337979e-01   7.63841526e-05   3.26564815e-03   5.57462685e-04
    1.20766883e-04   1.08284848e-02   9.89591237e-03   3.28326656e-04
    6.42256439e-03   2.16644281e-03]
 [  2.12319683e-05   1.88814454e-06   5.53462123e-05   9.51779017e-04
    4.12458107e-02   5.55346021e-04   7.92456149e-07   4.19689000e-01
    4.37393064e-05   5.37435055e-01]
 [  9.99955058e-01   8.53218940e-10   2.20221827e-05   1.75071847e-07
    4.99283637e-08   6.07732181e-06   3.11460042e-07   1.27701173e-06
    3.89691678e-07   1.47035789e-05]
 [  9.99978185e-01   2.41499321e-10   1.66816626e-05   1.45135687e-07
    5.49190637e-10   3.42399562e-06   4.84193606e-07   2.40620125e-07
    6.89967294e-07   6.08796213e-08]
 [  1.13191141e-04   3.24737077e-04   5.82892681e-04   8.00759345e-03
    5.52838173e-07   3.64933258e-05   3.76844241e-06   1.29267783e-05
    9.90798473e-01   1.19446544e-04]
 [  9.99772012e-01   2.06077893e-08   1.87434358e-04   2.09120353e-05
    1.93277006e-10   1.43454090e-05   7.78292275e-08   1.67612882e-06
    3.71676606e-07   3.17996000e-06]
 [  1.15592702e-04   2.91192642e-04   3.02659028e-04   7.74172877e-05
    9.75664377e-01   1.08291057e-03   1.07243995e-03   6.58986450e-04
    2.37113665e-04   2.04971936e-02]
 [  4.62655822e-04   7.11907114e-06   9.98685062e-01   7.85974262e-04
    2.60539519e-08   7.95396409e-06   2.37353743e-05   6.48131016e-09
    2.74427348e-05   2.54282595e-10]
 [  5.25915602e-05   9.96213496e-01   8.79693660e-04   1.17824289e-04
    6.86967804e-04   3.13702112e-05   2.08107624e-04   1.43629394e-03
    2.95235281e-04   7.85481025e-05]
 [  9.98618722e-01   1.16816985e-07   2.16247427e-04   1.36674203e-06
    2.40664093e-07   4.08181513e-05   9.54623101e-04   6.44692022e-07
    1.64860088e-04   2.34425170e-06]
 [  1.83152861e-05   1.69288182e-06   4.17706178e-05   2.85277729e-05
    3.20107415e-02   1.94995242e-04   1.65130477e-05   1.83056493e-03
    3.58637830e-04   9.65498269e-01]
 [  8.81329356e-07   7.80032678e-06   1.37202433e-05   9.99309778e-01
    1.80653203e-07   5.89605363e-04   9.87161073e-08   1.91659311e-07
    6.55872282e-05   1.20393552e-05]
 [  1.01234153e-04   9.95216370e-01   5.53151069e-04   2.55734951e-04
    1.35995226e-03   4.24404898e-05   4.38243806e-05   1.56073214e-03
    7.34990870e-04   1.31697074e-04]
 [  1.05050728e-02   1.72554492e-03   2.74795550e-03   1.83629780e-03
    3.37183997e-02   1.11915004e-02   3.14109639e-04   2.43238121e-01
    2.34255497e-03   6.92380428e-01]
 [  4.69444728e-07   4.41755788e-08   3.01341089e-07   1.98626658e-05
    7.17808106e-08   5.63087156e-07   5.35583002e-11   9.99819934e-01
    1.58178750e-07   1.58638708e-04]
 [  8.33069578e-07   2.54857868e-09   6.89190813e-07   2.21049049e-05
    1.08726654e-08   2.20383463e-05   2.31593737e-11   9.99886751e-01
    2.51688084e-06   6.51213486e-05]
 [  6.93223614e-04   9.50783968e-01   4.48513683e-03   1.40936536e-04
    4.38163616e-03   1.70434061e-02   1.30320890e-02   7.26615021e-04
    8.65940843e-03   5.36444386e-05]
 [  3.34436368e-06   7.25677501e-06   1.77859023e-04   9.99080420e-01
    2.67645930e-07   5.99899387e-04   2.99366974e-07   8.29541165e-08
    1.23996040e-04   6.51904747e-06]
 [  1.45925860e-05   6.11899486e-06   8.58603187e-07   2.27233031e-04
    1.34130486e-03   4.80398390e-04   8.34833358e-08   7.92922336e-04
    6.13782322e-04   9.96522784e-01]
 [  1.63479854e-05   2.37228815e-05   1.13125032e-04   7.13729969e-05
    2.48862270e-05   1.95713510e-05   2.65489780e-06   5.28975070e-05
    9.99462545e-01   2.12869592e-04]
 [  3.89188681e-05   3.13275305e-05   3.64623673e-04   1.57713148e-04
    3.18564853e-05   3.67576176e-05   5.23373092e-05   1.08160402e-05
    9.98621345e-01   6.54250092e-04]
 [  6.28861073e-07   2.64040900e-05   4.17295203e-04   9.97928500e-01
    2.24456244e-07   9.26276552e-04   4.06658387e-07   9.67371489e-06
    6.24228327e-04   6.65260159e-05]
 [  1.23989585e-05   5.53341397e-06   1.00083489e-04   2.06167635e-04
    1.68164024e-06   5.86614397e-06   1.75164416e-09   9.99291897e-01
    5.43920623e-06   3.70851980e-04]
 [  9.02369237e-08   2.10551354e-09   5.12484899e-09   1.27038697e-06
    2.29941833e-07   9.99942780e-01   8.06678457e-08   6.59330102e-09
    5.45906405e-05   9.40456289e-07]
 [  1.21840024e-02   2.01714443e-04   4.29083640e-03   7.77606474e-05
    9.70010817e-01   3.44687514e-03   5.36246179e-03   1.69091823e-03
    2.12688395e-03   6.07827853e-04]
 [  4.13594762e-06   4.45740625e-05   9.81470168e-01   1.59014687e-02
    7.42224365e-05   2.25989356e-06   5.06467877e-05   2.32169218e-03
    8.66441696e-05   4.42411038e-05]
 [  7.29780322e-06   5.90579468e-04   2.72470759e-04   9.98638093e-01
    2.47602770e-07   4.22256941e-04   8.07638258e-08   3.98876909e-06
    5.10180362e-05   1.37843645e-05]
 [  3.81408518e-06   7.84332689e-04   3.87320155e-03   6.75861776e-01
    4.07545269e-03   8.45390896e-04   3.42024978e-05   3.06974113e-01
    2.27766950e-03   5.27003827e-03]
 [  1.34586735e-05   5.87283921e-06   8.14300030e-04   1.46712216e-06
    3.52611911e-04   2.10500366e-06   9.98802304e-01   4.07263343e-07
    7.37577875e-06   1.34865672e-07]
 [  2.75673938e-05   3.32082891e-07   9.10545292e-04   9.94846106e-01
    1.06048343e-08   1.02827512e-03   4.72948702e-09   1.02444210e-05
    2.86836596e-03   3.08729155e-04]
 [  3.86975909e-04   7.68493701e-05   1.35589187e-04   3.33442033e-04
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    5.49004180e-04   3.61780450e-03]
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    1.56302599e-06   9.89797059e-04   8.01024085e-04   7.99979262e-07
    2.31468890e-04   3.97351096e-06]
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    2.41624889e-06   3.00155352e-05   1.36524122e-05   3.27870584e-05
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    8.65481154e-04   9.55500364e-01]
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    1.91573426e-03   4.05508501e-04]
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    5.47664762e-02   2.01506293e-04   9.40656900e-01   3.35569785e-05
    2.45137536e-03   6.13665179e-05]
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    4.19518472e-07   2.10201370e-06   7.29296734e-10   9.99435604e-01
    2.54861607e-06   4.76603484e-04]
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    7.42661825e-04   2.33160499e-02]
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    5.51059520e-06   7.08315521e-02   1.77597394e-05   4.51103842e-05
    5.42733772e-03   4.35022172e-03]
 [  6.98449696e-07   6.06414829e-08   4.59147668e-06   4.86777822e-07
    9.99288380e-01   7.46166697e-05   4.26188526e-05   8.11497957e-05
    1.89423445e-05   4.88579855e-04]
 [  1.06134826e-06   6.32226933e-04   9.74587262e-01   2.47455724e-02
    4.68129784e-08   1.54507586e-06   1.26386140e-05   1.71618467e-07
    1.94665718e-05   7.57511484e-11]
 [  6.26904693e-07   1.80604366e-05   9.74237701e-05   9.97760773e-01
    2.05480628e-08   3.00539716e-04   1.11247314e-08   6.80716710e-07
    1.79248373e-03   2.94259808e-05]
 [  1.04678038e-04   2.87365419e-05   4.60789597e-05   1.81292940e-04
    6.82999322e-04   1.00810616e-03   1.50279072e-06   9.07669425e-01
    1.78592250e-04   9.00986418e-02]
 [  4.43953104e-05   9.40585911e-01   1.86548231e-03   6.50335988e-03
    4.46503051e-03   9.63053759e-03   1.21414487e-03   1.78336224e-03
    3.12274341e-02   2.68043275e-03]
 [  6.35006727e-05   2.14947140e-05   9.55950916e-01   4.35389467e-02
    6.27438294e-06   2.27255689e-04   1.34151769e-05   1.17933439e-06
    1.07629574e-04   6.94298651e-05]
 [  1.31287879e-06   2.67480991e-05   1.51192566e-04   2.96285198e-05
    9.93099213e-01   9.53517811e-05   2.64553557e-04   1.12980204e-04
    5.05699834e-04   5.71335200e-03]
 [  4.92295248e-06   8.53706695e-07   3.16579128e-04   3.11274925e-05
    1.42442809e-06   1.87547885e-05   1.84228610e-09   9.91219580e-01
    2.35970674e-05   8.38315021e-03]
 [  2.72489979e-05   3.62675567e-03   5.08202791e-01   4.70095456e-01
    1.47536269e-03   2.43270304e-04   1.41658471e-04   1.06213147e-05
    1.60158090e-02   1.60950178e-04]]
INFO:tensorflow:global_step/sec: 154.448
INFO:tensorflow:loss = 0.196419, step = 15801
INFO:tensorflow:probabilities = [[  1.09847622e-06   8.91920808e-06   6.77808612e-06   1.30409229e-04
    4.20985231e-03   1.89654558e-04   3.82087961e-07   8.55609328e-02
    3.31563572e-03   9.06576335e-01]
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    1.40057709e-05   1.52435661e-07]
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    2.11215019e-01   1.36582486e-04   1.07978587e-03   2.43020523e-03
    8.98714003e-04   7.76982248e-01]
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    9.93973076e-01   7.05252933e-06]
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    3.20004870e-06   4.87032594e-07]
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    3.15736933e-03   3.98732445e-05]
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    6.00914354e-04   9.36496854e-01]
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    6.89530466e-03   1.27344902e-04]
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    1.69963823e-06   2.21260499e-09]
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    1.17147800e-04   9.98211861e-01]
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    1.62909329e-02   4.31402242e-07]
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    1.73911867e-05   5.23534845e-06]
 [  5.05928256e-05   9.81221378e-01   2.01184023e-03   2.02360214e-03
    3.26792826e-03   2.04026990e-04   1.86775927e-04   9.61745530e-03
    1.30094809e-03   1.15326715e-04]
 [  1.89992366e-04   9.96517181e-01   6.52657938e-04   4.98194888e-04
    9.99944168e-05   4.28582716e-05   2.59480457e-05   1.61451777e-03
    3.03685985e-04   5.49888791e-05]
 [  7.82075404e-06   5.33370803e-06   1.59817189e-03   9.87400353e-01
    7.99622194e-06   4.10783978e-04   9.66446407e-08   2.67457799e-04
    3.85053479e-03   6.45138789e-03]
 [  1.68581355e-05   5.78208346e-06   9.94621158e-01   2.05955887e-03
    1.46877539e-07   2.97046563e-06   6.33992485e-08   3.29065719e-03
    1.96362748e-06   8.86925079e-07]
 [  1.04970904e-05   9.79305923e-07   1.48742163e-06   1.63046629e-04
    3.34539749e-02   7.39862953e-05   1.25053418e-06   5.93484787e-04
    7.52221022e-05   9.65626061e-01]
 [  3.26587724e-06   1.94469249e-05   2.24213145e-04   1.67365104e-03
    1.38826499e-06   2.00762656e-06   3.52708618e-09   9.96730089e-01
    7.37469454e-05   1.27219118e-03]
 [  2.54382394e-05   2.50476442e-04   1.96157998e-05   8.42841691e-04
    1.53982928e-05   9.95857298e-01   3.47939349e-05   1.28888365e-04
    2.77286675e-03   5.23685449e-05]
 [  2.83586065e-04   3.19966726e-04   1.23961852e-03   9.15802181e-01
    1.70917810e-05   4.53996249e-02   1.57188356e-06   4.61733434e-03
    5.38879028e-03   2.69303042e-02]
 [  6.35176257e-04   6.65654215e-06   1.11506376e-02   1.51795566e-05
    2.61951383e-04   1.87007210e-03   1.51004847e-02   2.14520469e-06
    9.70795751e-01   1.62059412e-04]
 [  1.91610366e-06   1.67368910e-08   9.17873422e-07   4.38394068e-07
    9.99312282e-01   2.30653222e-06   6.74348485e-07   1.29453998e-04
    1.41364881e-05   5.37756307e-04]
 [  6.15054296e-06   2.09234736e-06   2.09162317e-06   2.60920380e-04
    1.71374530e-02   2.21396447e-03   7.33203342e-06   5.27467600e-05
    2.50030338e-04   9.80067194e-01]
 [  7.31261534e-05   1.00804136e-04   1.67506718e-04   9.95549083e-01
    1.72610601e-08   2.65169772e-03   4.99012856e-07   2.36271077e-07
    1.44555711e-03   1.14945806e-05]
 [  1.71203123e-04   2.24983902e-03   3.41330189e-04   4.34010243e-03
    5.44367684e-03   9.73822355e-01   3.00303148e-03   1.79871186e-05
    7.80241936e-03   2.80805374e-03]
 [  1.32113446e-05   1.41554665e-07   9.98597562e-01   1.29626109e-03
    2.99126009e-06   3.06564084e-06   5.31630178e-07   6.10843517e-06
    3.73235453e-05   4.28645180e-05]
 [  6.26992460e-07   2.12050244e-09   1.58134299e-05   1.60837277e-09
    3.24960695e-07   2.10475534e-07   9.99983072e-01   1.43526288e-10
    3.32288757e-08   9.32538047e-09]
 [  4.71882871e-04   8.95141147e-06   9.96197224e-01   1.60789106e-03
    3.88620856e-06   8.12773869e-05   7.71252962e-06   4.89089754e-04
    1.08902063e-03   4.32422785e-05]
 [  3.71182617e-03   7.80480332e-04   2.86765024e-03   4.25645476e-03
    2.45075370e-03   1.17579591e-03   4.53756948e-04   3.69055226e-04
    9.32075441e-01   5.18588126e-02]
 [  1.59637636e-06   6.66646956e-05   3.83159531e-05   4.80801146e-03
    1.35052160e-05   1.01059202e-04   6.94834910e-08   9.94672954e-01
    1.99218193e-05   2.77988758e-04]
 [  1.21207726e-04   8.65554690e-01   1.71599220e-02   5.70031480e-05
    2.44646776e-03   1.53930532e-02   7.54592195e-02   2.39642868e-05
    2.37780064e-02   6.60737760e-06]
 [  1.55650127e-07   3.01434402e-03   9.95416045e-01   1.55669381e-03
    2.27232633e-09   4.24742090e-08   1.17581862e-06   2.04949284e-08
    1.15450503e-05   1.89947905e-10]
 [  6.59035277e-06   2.47366234e-08   7.03961850e-05   1.97011154e-08
    3.54134281e-05   1.04430718e-07   9.99883056e-01   5.17106313e-09
    4.34206277e-06   6.35665103e-08]
 [  7.81880080e-05   5.77921281e-04   8.74535918e-01   1.22953057e-02
    1.04069345e-01   5.50467928e-04   7.51493732e-04   3.98779703e-05
    3.47817247e-03   3.62337986e-03]
 [  3.14581412e-04   6.91898763e-02   2.81651132e-03   3.88423651e-01
    9.24574560e-04   5.29475451e-01   2.13211798e-03   1.26091752e-03
    2.62220600e-03   2.84007052e-03]
 [  1.33426993e-05   3.11904914e-05   2.02627460e-04   2.77286217e-05
    9.97720897e-01   2.34782696e-04   2.29699217e-04   8.70766307e-05
    8.50651064e-04   6.02102140e-04]
 [  3.67736025e-03   2.25453186e-06   9.81669903e-01   9.69773275e-04
    3.45629014e-05   2.24316645e-05   4.27119579e-04   8.05624668e-03
    4.62613441e-03   5.14225278e-04]
 [  5.09820711e-05   2.26503332e-07   2.21748596e-05   1.61730219e-03
    1.30246133e-06   9.96496141e-01   1.71394481e-06   7.24070424e-06
    1.58749474e-03   2.15547145e-04]
 [  1.14758317e-04   9.92927134e-01   2.51582405e-03   1.70596541e-04
    4.27935229e-05   7.03155547e-06   2.32986655e-04   1.33375561e-05
    3.97083908e-03   4.67155269e-06]
 [  2.04461417e-03   6.16938632e-04   2.15707161e-02   4.55997651e-03
    7.46510088e-01   1.45175951e-02   2.89723859e-03   1.02054387e-01
    3.27084493e-03   1.01957574e-01]
 [  1.72895598e-05   7.36368474e-06   3.67549916e-07   3.24131027e-02
    4.25454346e-05   9.44171190e-01   4.93932077e-07   9.09654191e-04
    1.70001630e-02   5.43786027e-03]
 [  2.72217225e-02   2.78655236e-04   1.19988166e-03   7.58248717e-02
    1.07215812e-04   8.65126014e-01   4.83214203e-03   2.15621127e-04
    2.49087121e-02   2.85139598e-04]
 [  2.71039782e-04   9.90362585e-01   3.78683035e-04   3.30059760e-04
    4.30356711e-04   2.18989750e-04   1.25110708e-03   5.17954642e-04
    6.09197188e-03   1.47277169e-04]
 [  6.45962282e-05   2.59095054e-06   1.68968196e-04   2.01926559e-05
    9.90486443e-01   4.17115480e-05   6.49825530e-03   9.81147823e-05
    1.73756547e-04   2.44532106e-03]
 [  4.12271355e-08   2.86932368e-06   2.61543086e-04   7.83358701e-03
    1.57333503e-04   5.88339219e-07   2.04211887e-07   9.91091013e-01
    9.52672926e-05   5.57697902e-04]
 [  5.73012858e-06   1.62322510e-06   2.04743614e-07   7.96419117e-05
    2.13751439e-02   2.89883261e-04   3.82350578e-07   1.36902498e-03
    2.64557239e-05   9.76851881e-01]
 [  1.09533346e-07   3.34782468e-04   9.99536514e-01   1.07295564e-04
    1.90181115e-08   2.94243392e-07   6.08794664e-07   9.32196963e-06
    1.12082325e-05   1.62514553e-08]
 [  4.70141867e-06   1.47417597e-06   2.31235699e-05   5.76722843e-04
    1.32335653e-03   2.80368840e-04   3.79468332e-07   5.51915262e-03
    1.96023393e-04   9.92074728e-01]
 [  1.52408502e-05   4.51092137e-06   6.22584426e-04   1.02612408e-04
    1.25900086e-04   5.43052847e-05   4.12936279e-05   4.12208556e-06
    9.98906255e-01   1.23091333e-04]
 [  7.42812932e-04   3.30630894e-04   2.19098269e-03   5.83387337e-05
    4.12662234e-03   1.13314763e-03   9.89651620e-01   2.95638984e-05
    1.55694329e-03   1.79308030e-04]
 [  5.05291473e-06   8.30090576e-05   9.99494553e-01   3.90682340e-04
    2.14522650e-10   6.39773930e-07   1.60402589e-08   6.86986610e-08
    2.60312318e-05   6.12626005e-10]
 [  1.13505241e-03   5.00615397e-06   9.86159742e-01   4.80128173e-03
    9.72330512e-04   7.50969048e-06   6.26053242e-03   2.42336391e-04
    3.37043719e-04   7.92407591e-05]
 [  3.99816872e-06   9.97613072e-01   6.75345771e-04   2.79216765e-04
    1.57046554e-04   6.16421748e-05   6.57880664e-05   2.08890880e-04
    8.73494544e-04   6.15221434e-05]
 [  3.72293798e-05   7.09620167e-08   3.68451874e-05   1.22913671e-05
    5.78530971e-03   6.14872042e-05   2.86213640e-06   3.92771035e-04
    2.54967978e-04   9.93416190e-01]
 [  9.99387383e-01   6.33022736e-08   1.16529838e-04   3.43409047e-05
    9.34338914e-06   3.75724630e-05   3.69992704e-05   1.20957529e-05
    3.28298920e-04   3.73160692e-05]
 [  1.35673363e-05   1.34146379e-04   1.85214361e-04   2.86153390e-05
    8.14127910e-04   6.68948633e-05   9.98696506e-01   1.50850417e-06
    5.49225624e-05   4.56623593e-06]
 [  8.91076161e-06   1.71463380e-05   2.15757713e-02   9.71437752e-01
    1.20006636e-08   1.57093094e-03   1.72538932e-07   9.05166416e-06
    5.32053690e-03   5.98310180e-05]
 [  1.41281023e-04   3.19467206e-03   3.35921044e-03   1.90910266e-03
    9.62195933e-01   3.02652875e-03   8.64249095e-03   3.41419340e-03
    8.49520788e-04   1.32669155e-02]
 [  3.03885224e-03   5.20687434e-04   6.01581745e-02   1.82345917e-04
    8.48844230e-01   2.98425592e-02   3.48219611e-02   4.92868596e-04
    1.04365814e-02   1.16617279e-02]
 [  4.09599561e-05   4.37827286e-09   1.39966255e-06   1.46178345e-05
    4.25289599e-08   9.99303222e-01   2.15839759e-06   8.10304357e-09
    6.35984936e-04   1.50607900e-06]
 [  2.18007887e-08   2.20207994e-06   1.83788216e-05   9.99768913e-01
    4.98276309e-09   9.11749430e-06   2.01167416e-10   1.56095048e-04
    3.39709113e-05   1.11845475e-05]
 [  9.73372161e-01   3.25948122e-08   1.36933275e-04   9.78290409e-05
    6.65736206e-06   3.40331404e-04   2.58679595e-02   1.63069933e-06
    1.74757079e-04   1.82281633e-06]
 [  6.06839284e-02   5.70821427e-02   2.20379955e-03   2.54560774e-03
    1.05744642e-04   2.89811939e-01   7.61582167e-04   4.39465465e-03
    5.81137419e-01   1.27314078e-03]
 [  2.96314177e-03   1.95242355e-05   8.72415898e-04   4.40456461e-05
    3.77893448e-02   9.41340268e-01   7.37350900e-03   1.29514912e-04
    6.50977995e-03   2.95846025e-03]
 [  4.41109762e-04   6.80258963e-05   9.85557973e-01   7.18550815e-04
    2.91044731e-03   1.30177778e-03   8.62423796e-03   2.54934799e-04
    1.19385986e-04   3.70014254e-06]
 [  1.97617061e-04   2.93830453e-05   1.90744654e-03   1.64084474e-03
    7.25589598e-06   6.58369041e-04   1.66631871e-05   4.44192738e-05
    9.94209170e-01   1.28889550e-03]]
INFO:tensorflow:probabilities = [[  5.90857837e-07   2.13711555e-08   4.47694038e-06   9.27214217e-07
    9.99638319e-01   6.54470841e-06   2.50803932e-05   5.18113593e-05
    4.12592090e-06   2.68093747e-04]
 [  9.93140280e-01   2.32205389e-06   3.92081784e-05   3.63116415e-04
    4.09945233e-06   5.52997272e-03   6.53174648e-05   4.99707879e-04
    1.40848088e-05   3.41776496e-04]
 [  4.83101030e-05   9.90547478e-01   4.47843951e-04   3.77625949e-03
    9.09815542e-04   1.32207118e-04   6.14790362e-04   7.80540693e-04
    2.34984234e-03   3.92891699e-04]
 [  4.90958846e-05   1.53835639e-02   3.09660565e-03   6.10393763e-05
    1.84241422e-02   1.17008924e-03   9.58722293e-01   7.42481861e-05
    1.75892841e-03   1.26004114e-03]
 [  4.88890335e-04   1.79418669e-06   1.01161841e-05   1.42945570e-03
    5.65191840e-07   9.97938573e-01   5.39205212e-06   6.65723803e-07
    6.91841342e-05   5.53309437e-05]
 [  1.38252096e-06   7.46568730e-06   4.92849613e-05   5.32829668e-04
    3.18821876e-05   8.30033241e-06   4.60510563e-09   9.78283763e-01
    6.07708826e-05   2.10243892e-02]
 [  1.80230214e-04   2.74878130e-05   5.91678137e-04   9.64580923e-02
    6.22984880e-05   2.58886497e-02   6.67754211e-05   4.18563504e-05
    8.73724341e-01   2.95864907e-03]
 [  6.40697544e-04   1.03770546e-03   6.85225008e-04   2.77844514e-03
    1.08734988e-04   2.34525674e-03   1.07539352e-03   5.84641093e-05
    9.89620566e-01   1.64945237e-03]
 [  1.48428455e-01   3.87019136e-05   1.54677993e-02   1.75491925e-02
    1.30197914e-05   2.27615312e-02   3.98379052e-03   5.99102350e-05
    7.91630924e-01   6.66992637e-05]
 [  1.12992611e-05   2.52767040e-06   2.00953087e-04   9.99383807e-01
    2.01091268e-08   2.89298332e-05   2.25203278e-09   7.84331576e-07
    1.12981843e-05   3.60324426e-04]
 [  1.93522210e-05   1.62479177e-04   1.46219332e-04   4.03724407e-04
    8.62224078e-06   4.02540973e-05   5.75811256e-08   9.83088791e-01
    2.02735173e-04   1.59278009e-02]
 [  1.53656438e-05   1.28363455e-02   2.69234627e-02   6.34374039e-04
    1.16084609e-02   1.27401028e-04   9.47226524e-01   3.46442175e-05
    5.63222915e-04   3.01262135e-05]
 [  6.00763742e-05   3.25730129e-04   9.94770944e-01   1.22016890e-03
    2.63892713e-10   1.83523991e-06   6.77522820e-08   1.26719908e-06
    3.61942220e-03   4.46844126e-07]
 [  2.13577550e-05   5.19083017e-08   1.12642662e-03   9.98535633e-01
    1.23379111e-08   1.50948021e-04   6.25309760e-09   2.29407689e-07
    3.58824072e-05   1.29526219e-04]
 [  1.94341874e-06   4.39332725e-05   2.19945582e-06   7.62894517e-04
    1.96813811e-02   4.08120453e-04   2.34680556e-06   7.81796058e-04
    3.87685956e-04   9.77927685e-01]
 [  4.72490137e-05   1.76130095e-04   1.90572795e-02   1.29495584e-03
    3.02569642e-05   5.60780863e-05   3.44455816e-06   9.68735576e-01
    5.76543435e-03   4.83352551e-03]
 [  1.06334686e-03   5.40154997e-06   3.65921389e-03   4.31475900e-02
    1.42528584e-08   9.50920522e-01   3.92561503e-07   2.86251761e-05
    1.12820766e-03   4.67535428e-05]
 [  3.23641689e-05   9.97086346e-01   5.85412636e-05   3.61785293e-04
    4.27511077e-05   9.70834299e-06   1.50917704e-05   4.26137325e-04
    1.82084402e-03   1.46361184e-04]
 [  4.22578454e-02   1.41526118e-01   7.03606680e-02   3.36662456e-02
    4.48657125e-02   2.91185409e-01   1.45220682e-01   2.40075774e-02
    1.94618791e-01   1.22909416e-02]
 [  2.80950544e-03   2.62151676e-04   2.52181198e-03   1.29572302e-02
    7.21897231e-04   9.72846270e-01   2.11547408e-03   1.71072985e-04
    4.68507968e-03   9.09611117e-04]
 [  7.18451920e-04   5.98089653e-04   1.66089367e-03   4.05771345e-01
    6.69539615e-04   4.62185323e-01   2.14490737e-03   8.37540138e-05
    1.22242562e-01   3.92520428e-03]
 [  7.05920975e-04   1.12919032e-03   3.25124003e-02   9.12430048e-01
    1.29957902e-04   3.26670893e-02   3.19067767e-04   1.56831611e-05
    1.98650174e-02   2.25700263e-04]
 [  1.10987027e-03   7.58424903e-06   6.17637052e-05   3.10095711e-05
    5.57819440e-04   2.93681078e-04   9.96986568e-01   5.56914983e-06
    9.37009580e-04   9.16511726e-06]
 [  5.33548417e-04   4.74986518e-05   3.27345543e-02   1.30566797e-04
    1.08239554e-04   6.45941240e-04   4.29744658e-04   2.18425339e-05
    9.65086281e-01   2.61862937e-04]
 [  3.13512392e-05   6.76896234e-05   1.11066993e-05   5.92541124e-04
    5.41964406e-03   8.05828240e-05   1.11316876e-06   1.08049154e-01
    5.93328325e-04   8.85153413e-01]
 [  1.39216434e-06   2.42725150e-07   7.02406533e-06   9.98399675e-01
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    9.92415905e-01   2.38958004e-04]
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    1.04640482e-03   1.26987507e-04]
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    1.92018689e-07   1.40326752e-04   5.38833337e-05   5.18757861e-06
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    1.64877065e-03   7.29303854e-03]
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    4.89625245e-06   3.26591248e-06]
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    7.76775869e-06   1.24546176e-07]
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    3.76168452e-03   3.47455585e-04]
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    1.88504916e-03   1.83236843e-05]
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    2.25647091e-05   1.87784315e-06   8.87324276e-08   7.27276056e-05
    4.31589933e-06   9.58467081e-06]
 [  3.79062226e-06   1.18927949e-06   9.99767721e-01   2.01496878e-04
    3.16167426e-09   9.94717908e-08   4.70152315e-07   1.26814674e-08
    2.50402372e-05   7.31443066e-08]
 [  3.64894186e-05   7.19165669e-08   9.98696744e-01   9.72394017e-04
    5.63034689e-07   5.59674902e-07   1.51832478e-06   2.81934772e-05
    2.48551980e-04   1.47451246e-05]
 [  9.86693267e-05   7.24202607e-07   2.28884983e-05   2.82173743e-04
    7.42875318e-06   4.75934867e-05   4.91527530e-09   9.88476396e-01
    1.63495461e-05   1.10478140e-02]
 [  2.11048592e-03   7.03819023e-05   9.54128744e-04   2.28234800e-03
    1.30159344e-06   3.11862621e-02   6.80302492e-06   1.10145856e-03
    9.62030530e-01   2.56347499e-04]
 [  1.72847592e-07   9.34215495e-05   9.99741137e-01   1.46655453e-04
    4.52993078e-07   2.83413524e-08   9.71144618e-06   1.01521579e-07
    8.25946609e-06   6.80329038e-08]
 [  8.15263251e-04   3.08345552e-05   2.15742625e-02   4.21026349e-02
    9.90378453e-07   4.34563495e-04   1.24182506e-07   9.31905627e-01
    2.99117790e-04   2.83645955e-03]
 [  2.29695067e-03   1.01524300e-03   1.65597294e-02   6.31976360e-03
    4.14464710e-04   2.12130681e-01   1.62999108e-01   1.19830793e-06
    5.98256767e-01   6.15933459e-06]
 [  2.03616195e-03   7.98062829e-04   2.90378230e-03   9.75566089e-01
    9.32766561e-05   1.10182995e-02   7.76446759e-05   7.82772477e-05
    3.39183654e-03   4.03662352e-03]
 [  7.20532671e-06   2.46902753e-04   1.15443709e-05   3.74240990e-05
    9.83326972e-01   8.61657318e-04   1.23797116e-04   4.61716059e-04
    3.13674653e-04   1.46090779e-02]]
INFO:tensorflow:global_step/sec: 153.917
INFO:tensorflow:loss = 0.107724, step = 15901
INFO:tensorflow:probabilities = [[  1.78201208e-06   2.04449429e-06   4.02913778e-04   3.88928697e-07
    9.57550074e-05   2.28206354e-05   9.99406815e-01   3.19016724e-09
    6.74072216e-05   2.89985458e-08]
 [  1.37771658e-05   5.98815802e-07   2.25176671e-04   1.74487263e-06
    9.95035291e-01   2.34093113e-06   4.01664153e-03   1.43235266e-05
    4.18830314e-06   6.85953128e-04]
 [  2.51416907e-07   1.30559377e-08   6.28384029e-08   2.79386057e-07
    8.95296850e-08   9.99982238e-01   4.87163220e-07   2.95721687e-08
    1.64352150e-05   8.01054014e-08]
 [  9.50366230e-05   3.93107330e-04   3.13123390e-02   3.33535019e-04
    9.86707583e-02   3.12541670e-04   8.67747247e-01   4.16040624e-04
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    4.74798035e-05   2.57958145e-05]
 [  5.20022644e-04   5.44886279e-04   8.30737044e-05   1.25915660e-02
    3.72998002e-05   3.44684795e-02   9.33087067e-05   1.16613206e-04
    9.50117886e-01   1.42693520e-03]
 [  2.21673690e-04   7.66304038e-06   7.43243902e-04   1.46745719e-04
    9.09692608e-06   6.72897950e-05   1.13277834e-04   3.80917186e-07
    9.98646319e-01   4.43121608e-05]
 [  1.21125931e-05   3.87118826e-06   1.52450630e-05   4.82800788e-05
    1.14774525e-06   4.26268161e-05   5.36058931e-09   9.99299645e-01
    4.35335323e-06   5.72622695e-04]
 [  2.86350928e-06   7.65248160e-07   2.34736331e-06   5.50542973e-05
    7.89305312e-04   9.54530842e-05   1.28243641e-07   4.57911659e-03
    1.43735970e-05   9.94460583e-01]
 [  3.06556685e-05   4.74301225e-04   3.47752078e-03   9.78371024e-01
    2.58268246e-05   1.38652055e-02   1.43879594e-03   2.96414684e-04
    1.99067476e-03   2.97725946e-05]
 [  5.13978885e-05   3.11531883e-04   2.25954670e-02   2.04103589e-02
    6.98966309e-02   1.90753546e-02   2.58052605e-03   5.19933924e-03
    1.13046423e-01   7.46832907e-01]
 [  2.58008586e-05   9.97134328e-01   2.56972475e-04   1.92521475e-04
    1.38809792e-05   5.60436711e-05   2.73392390e-04   6.40791914e-05
    1.96165009e-03   2.12211635e-05]
 [  4.00314154e-03   2.17614502e-06   3.17336177e-03   7.43136252e-06
    2.72218807e-04   4.95808490e-04   9.91914988e-01   5.36214031e-07
    1.12979651e-04   1.74349243e-05]
 [  9.78653770e-06   6.86918793e-04   4.40431875e-04   1.15781986e-04
    9.90369976e-01   1.09697203e-03   1.81734818e-03   4.69140505e-04
    4.13205824e-04   4.58039157e-03]
 [  9.63587128e-03   6.55202940e-03   4.02282644e-03   4.82489876e-02
    7.37595232e-03   7.91953802e-01   1.02003906e-02   1.18156499e-03
    9.74164829e-02   2.34121494e-02]
 [  2.51940073e-04   1.63912717e-02   1.77006819e-03   4.43897784e-01
    2.99492298e-04   3.42025876e-01   8.61719218e-06   5.30869216e-02
    2.94493269e-02   1.12818621e-01]
 [  1.37331526e-05   7.02917487e-06   8.20164059e-05   2.04152195e-04
    9.94579773e-03   9.95928654e-04   1.14152192e-06   2.22056564e-02
    4.33121226e-04   9.66111362e-01]
 [  5.34790024e-06   9.96871677e-07   2.06813024e-06   9.97869611e-01
    3.20975289e-07   1.60849281e-03   3.71591646e-08   6.94874834e-05
    1.12866677e-04   3.30724957e-04]
 [  8.39970562e-06   9.99046028e-01   6.44895408e-05   3.67452740e-04
    3.65919987e-05   9.05169436e-05   1.23900754e-04   1.04374358e-05
    1.97633271e-04   5.46123665e-05]
 [  2.34564573e-06   1.51050757e-04   9.98392284e-01   1.56204376e-04
    6.80132985e-07   1.34752406e-06   5.71902228e-06   5.88235671e-05
    1.23161997e-03   3.91434298e-08]
 [  6.47321503e-05   1.70744151e-01   1.60939135e-02   1.55782932e-02
    6.57507218e-03   6.62257848e-03   9.14035290e-02   9.43026462e-05
    6.91130161e-01   1.69336738e-03]]
INFO:tensorflow:probabilities = [[  3.73219252e-02   1.73149412e-04   4.88476071e-04   2.34222785e-03
    2.04324946e-01   3.94186974e-02   1.83401583e-03   9.66533124e-02
    8.65932927e-03   6.08783960e-01]
 [  4.84227166e-05   7.41442200e-04   2.77721114e-03   8.93699169e-01
    3.75733862e-06   6.81896228e-03   1.86789675e-05   3.89921770e-04
    9.52294469e-02   2.73016107e-04]
 [  9.99729455e-01   1.04308178e-07   9.73255555e-06   2.72957959e-06
    8.77649526e-08   1.82498901e-04   5.67196257e-05   3.82607453e-07
    1.79458984e-05   2.28856550e-07]
 [  3.94444978e-05   3.86913644e-06   3.23478912e-06   3.30757379e-04
    3.96069954e-05   9.98820484e-01   6.36200770e-04   1.06917931e-07
    1.15434501e-04   1.09469083e-05]
 [  6.54956867e-10   6.80151459e-07   9.99895334e-01   9.77453892e-05
    2.11268669e-09   1.73499473e-08   4.76927275e-10   5.83857855e-06
    3.40969592e-07   6.85022150e-10]
 [  5.88661862e-07   6.14279827e-07   3.78420282e-06   3.40933616e-06
    9.96902645e-01   2.00913899e-04   6.10306506e-06   1.95564309e-04
    6.84032511e-06   2.67941388e-03]
 [  1.55700109e-04   8.44647818e-09   4.20417200e-06   6.35570977e-05
    6.89756735e-06   9.99679089e-01   6.78299966e-06   2.42936221e-06
    3.68634610e-05   4.46077283e-05]
 [  1.10775745e-05   3.84771556e-05   5.82592096e-03   6.48590958e-06
    9.90309775e-01   4.61618001e-05   3.30333598e-03   2.45328829e-05
    2.37078239e-05   4.10485460e-04]
 [  1.86727368e-04   1.49086991e-04   6.09634677e-04   9.80730534e-01
    3.58459423e-04   6.09094277e-03   1.27452959e-05   5.12510524e-05
    8.96856538e-04   1.09138433e-02]
 [  5.57443564e-05   3.30980867e-03   4.93318017e-04   2.72395443e-02
    6.22429997e-02   6.63476018e-03   1.54622016e-04   1.27121806e-01
    4.94211093e-02   7.23326266e-01]
 [  1.35283510e-04   9.89141107e-01   1.31842459e-03   1.50027650e-03
    8.77441315e-04   1.76137983e-04   3.66500719e-03   8.97728954e-04
    2.12526205e-03   1.63467004e-04]
 [  1.03581115e-07   2.82604384e-10   3.96856308e-08   4.09592758e-05
    3.38959905e-09   2.37848290e-05   4.57358068e-10   9.99868155e-01
    2.10606743e-07   6.67667264e-05]
 [  3.48144397e-02   3.67261637e-05   9.36069906e-01   1.52237779e-02
    3.52059281e-03   4.15569411e-05   3.32956878e-03   4.80142189e-04
    3.44784115e-03   3.03553883e-03]
 [  4.37163435e-05   1.45979587e-03   4.42191726e-03   6.54650927e-02
    3.03467363e-01   2.33443733e-03   1.27892024e-04   2.86099434e-01
    1.55654922e-02   3.21014881e-01]
 [  4.35999827e-04   1.80186098e-03   5.38377417e-03   2.96818907e-04
    1.61663326e-03   1.03765074e-02   3.61233624e-03   2.68492615e-04
    9.75372255e-01   8.35358340e-04]
 [  1.79751396e-06   1.69447201e-04   9.99187768e-01   2.74841994e-04
    1.95030207e-05   4.29427564e-06   5.36360967e-05   4.87554598e-06
    2.82958354e-04   8.01297858e-07]
 [  3.98172015e-05   3.20628510e-06   1.62404967e-06   6.83905382e-04
    9.39890742e-04   9.91827846e-01   9.72560592e-05   1.06551925e-05
    9.92035377e-04   5.40383067e-03]
 [  9.99426484e-01   3.46782508e-06   1.32084533e-04   1.54408175e-04
    2.08673532e-06   4.40825243e-05   2.59625194e-05   1.87238184e-05
    1.06132400e-04   8.64810936e-05]
 [  4.23439985e-07   3.01445766e-07   3.57471959e-06   1.73287845e-04
    9.86909807e-01   4.18237505e-05   2.48245374e-06   9.46617313e-03
    6.63338811e-04   2.73901294e-03]
 [  9.15215933e-05   1.53047673e-04   4.27848786e-01   9.61527403e-05
    1.02725807e-07   2.85385140e-05   8.55050966e-05   6.71661553e-07
    5.71695089e-01   5.45431931e-07]
 [  5.25358791e-06   3.42998021e-07   3.11793315e-06   3.57225421e-04
    1.24965493e-06   1.12257163e-04   3.85692422e-10   9.97482359e-01
    3.04974201e-05   2.00773124e-03]
 [  1.87106640e-03   1.55919592e-03   3.55000436e-01   3.52392606e-02
    1.09335955e-03   3.64696607e-02   5.70825825e-04   8.81353319e-02
    4.76503074e-01   3.55774094e-03]
 [  9.84429121e-01   3.71921061e-07   8.99267034e-05   3.17352067e-04
    1.26431205e-05   3.66998211e-05   7.13701069e-04   2.79758933e-06
    1.43501433e-02   4.71700369e-05]
 [  8.84055853e-01   1.07240714e-06   1.63789687e-03   2.98048008e-06
    1.11755646e-04   3.74204072e-04   1.13570191e-01   3.36626654e-05
    2.05726392e-04   6.71431008e-06]
 [  1.40827092e-06   2.46720134e-07   1.58858820e-05   2.47930279e-06
    9.99662876e-01   4.22641642e-05   1.57375849e-04   4.65788107e-05
    1.58263629e-05   5.49647557e-05]
 [  1.66540239e-02   1.17004398e-04   3.04255425e-03   2.54698074e-03
    2.75487807e-02   5.03930822e-03   9.12246883e-01   1.39870693e-03
    3.10452450e-02   3.60524049e-04]
 [  3.26643956e-08   2.19998265e-06   1.22854195e-04   9.99535084e-01
    2.14340571e-06   2.96612707e-05   1.19139996e-08   6.52819576e-09
    3.07770388e-04   2.16872849e-07]
 [  3.68068297e-03   1.31496703e-02   8.45793366e-01   6.05342723e-02
    5.20711066e-03   2.54026707e-03   1.96828321e-02   3.66184837e-03
    4.29828838e-02   2.76713213e-03]
 [  1.25776161e-03   9.21998084e-01   5.23974858e-02   8.80441815e-03
    4.04280436e-05   9.95355731e-05   5.81541192e-03   1.35647759e-04
    9.44402721e-03   7.15377064e-06]
 [  2.09992519e-03   4.87568068e-05   4.34357533e-03   6.88521843e-03
    5.08174126e-05   1.95025615e-02   2.13877793e-05   1.64138895e-04
    9.42054689e-01   2.48289108e-02]
 [  1.43198158e-05   6.37220910e-06   2.24551637e-04   2.07048811e-06
    2.18323432e-03   2.81054508e-05   9.97458398e-01   8.03643587e-08
    8.16593820e-05   1.22423319e-06]
 [  8.59294843e-04   5.04523605e-08   1.17434311e-05   2.62259360e-04
    1.02806507e-06   3.64879705e-02   6.89845365e-06   1.55098306e-07
    9.62105453e-01   2.65170471e-04]
 [  1.59919364e-04   6.22196183e-07   1.59723186e-06   2.25100084e-05
    9.28197682e-01   4.37566050e-04   1.52583152e-06   6.79668970e-03
    2.62602465e-04   6.41192794e-02]
 [  2.31229606e-05   1.67590697e-04   2.61668162e-03   1.56518247e-03
    7.51064317e-06   1.94514414e-05   1.32978704e-08   9.80215192e-01
    1.35033290e-04   1.52502088e-02]
 [  1.14026479e-02   3.10212408e-06   9.69433486e-01   1.19937472e-02
    1.31002307e-04   1.11569498e-04   5.17388200e-03   1.29401276e-04
    1.47530390e-03   1.45874757e-04]
 [  2.94214772e-07   8.92399021e-06   7.57967588e-04   1.06204289e-03
    5.46135993e-07   3.34435135e-05   2.65995527e-06   3.90184823e-07
    9.98117208e-01   1.64982575e-05]
 [  2.76066585e-05   6.33224045e-05   4.17433941e-04   7.74535220e-05
    1.75244393e-04   7.32369926e-06   1.94602467e-06   9.80130196e-01
    2.22609262e-03   1.68734509e-02]
 [  1.49400454e-04   9.36211582e-05   9.82701600e-01   1.66883301e-02
    3.11168719e-07   3.71348106e-05   3.64675373e-07   3.18731880e-04
    5.78348363e-06   4.80628205e-06]
 [  7.67459205e-05   1.36684764e-06   2.48942306e-05   9.98960614e-01
    5.26981978e-08   3.66263150e-04   1.26971162e-08   6.17930300e-06
    7.78535250e-05   4.86004370e-04]
 [  2.81008310e-04   2.65588285e-03   7.53476750e-03   6.12278469e-02
    1.27779702e-02   7.74834827e-02   2.13276390e-02   7.40216766e-03
    6.22123063e-01   1.87186107e-01]
 [  9.99656558e-01   4.66469707e-09   7.91431103e-06   1.78666198e-07
    9.22336341e-09   3.09531926e-04   1.91912241e-05   5.65313758e-06
    9.31311263e-07   2.64413870e-07]
 [  9.88049328e-01   4.14227679e-06   9.92868561e-03   1.42591918e-04
    3.28616698e-05   2.82079011e-04   5.65215189e-04   5.02532814e-04
    3.77867720e-04   1.14585331e-04]
 [  9.99986887e-01   4.24348112e-10   3.90376408e-06   3.50833233e-07
    5.41368929e-11   6.21847812e-06   4.33243885e-09   1.64433550e-06
    1.01418401e-07   8.15346141e-07]
 [  4.34660492e-03   6.33504475e-03   1.41876815e-02   1.89024117e-02
    8.22130416e-04   5.80114126e-01   2.29615881e-03   4.66098543e-03
    3.57980877e-01   1.03539582e-02]
 [  5.59712248e-07   2.85940359e-07   2.55647774e-06   1.23763073e-06
    9.98171091e-01   8.73838580e-05   2.51811434e-05   5.71796554e-05
    4.48032688e-06   1.64988497e-03]
 [  9.87487912e-01   1.93826981e-08   4.36351002e-05   2.41079921e-04
    7.10205015e-08   3.87297827e-03   7.21951146e-05   8.26576445e-03
    7.61084766e-06   8.58597741e-06]
 [  6.78381359e-04   4.57981478e-05   9.52203292e-03   5.53425401e-02
    1.07000751e-05   1.74141780e-03   1.54515019e-05   7.74342479e-05
    9.32042301e-01   5.23955619e-04]
 [  1.49825564e-06   1.29848981e-04   1.78550817e-02   8.81124556e-01
    4.08798769e-05   6.86503845e-05   4.96383620e-07   7.59173110e-02
    1.51735879e-02   9.68802534e-03]
 [  4.40749573e-03   3.38304304e-02   4.99563804e-03   5.70335649e-02
    5.94139507e-04   1.55498097e-02   1.50707318e-02   5.24571107e-04
    8.64056349e-01   3.93728632e-03]
 [  1.17861768e-04   1.40335542e-05   1.04756409e-05   4.28082095e-03
    6.65721192e-04   9.90309775e-01   2.96834769e-04   6.51036316e-06
    1.46009692e-03   2.83785304e-03]
 [  6.75012343e-05   1.53790344e-03   8.60558299e-04   9.90635455e-01
    6.23580490e-05   4.23713960e-03   4.85053424e-05   3.12805969e-05
    2.48806039e-03   3.10299511e-05]
 [  1.18304649e-03   7.28068790e-06   1.17616233e-04   5.74320264e-04
    1.27798085e-05   9.95393753e-01   7.56347581e-05   1.08607856e-06
    2.61978572e-03   1.48916197e-05]
 [  1.14881368e-04   4.25103008e-06   9.21697356e-04   6.41865336e-05
    9.47987080e-01   6.76958371e-05   9.32847470e-05   7.58474926e-04
    2.10112703e-05   4.99673896e-02]
 [  1.56317965e-05   8.89098301e-05   6.26630848e-03   1.49355794e-03
    3.51852975e-07   1.09455905e-04   3.03477208e-08   9.90881443e-01
    6.57978235e-05   1.07852765e-03]
 [  3.95466312e-04   3.46829509e-03   5.59983216e-03   6.45928667e-04
    4.53376444e-03   1.08079019e-03   9.79792595e-01   8.22947277e-06
    4.45100153e-03   2.40518712e-05]
 [  9.99800265e-01   5.09790521e-09   6.85240684e-06   2.11645761e-06
    6.64459865e-09   1.66422305e-05   1.60530180e-04   3.70156158e-07
    1.18473299e-05   1.45093043e-06]
 [  2.30291630e-06   1.14402428e-06   4.35728680e-06   9.69008397e-06
    9.40855145e-01   2.16819826e-04   9.93393678e-06   1.51976899e-04
    1.15790521e-04   5.86328171e-02]
 [  1.35791802e-03   1.74837749e-06   1.05471590e-04   7.32484879e-03
    1.74644461e-04   9.87025559e-01   1.97740184e-04   6.15480531e-06
    1.74962363e-04   3.63099808e-03]
 [  7.05797220e-07   1.34966649e-06   9.99787986e-01   1.93866246e-04
    1.60801079e-08   1.30440384e-07   6.21511234e-08   1.19193680e-06
    1.44505293e-05   2.71271119e-07]
 [  6.25860412e-06   9.83472637e-06   4.05866886e-05   6.76889147e-04
    1.71785705e-05   5.78688559e-05   8.47593000e-08   9.86638188e-01
    2.50257508e-05   1.25279818e-02]
 [  1.66175141e-05   4.92009463e-07   5.18882473e-04   9.95517184e-05
    4.16131662e-08   8.46303283e-06   1.81297122e-09   9.97979343e-01
    4.77790854e-06   1.37186295e-03]
 [  5.04592899e-05   4.71327330e-05   6.93010457e-04   1.32852474e-05
    6.18114835e-04   1.34156866e-03   9.96065915e-01   6.12204190e-08
    1.16959587e-03   7.73174634e-07]
 [  3.42900566e-05   5.80093626e-07   6.65809864e-07   8.50608194e-05
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    2.10532872e-03   6.25551038e-04]
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    1.80709891e-09   3.07285331e-09   7.54922221e-13   9.99997258e-01
    5.51553114e-08   1.40380530e-06]
 [  5.13337145e-04   2.45810047e-01   1.03023276e-02   2.89021735e-03
    6.05878867e-02   4.29721102e-02   6.29756391e-01   3.94668750e-05
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    9.99504328e-01   4.10958855e-05]
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    1.18547403e-04   8.00551788e-06]
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    7.61792626e-12   5.86829515e-07   2.04620477e-07   3.75344598e-07
    6.41203446e-09   7.46017363e-08]
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    7.95230007e-05   1.44203943e-06]
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    2.10908288e-03   1.46760707e-04   1.49711980e-06   9.41237714e-03
    6.13326672e-04   9.86105919e-01]
 [  5.40138899e-05   9.93337750e-01   1.20874587e-03   3.15402780e-04
    1.00621546e-03   3.08800882e-05   6.69461733e-04   2.44982168e-03
    8.96434940e-04   3.13145792e-05]
 [  1.18231366e-03   9.99851823e-02   5.31381974e-03   7.23869681e-01
    2.97468854e-04   2.91393735e-02   6.68813882e-05   1.44086163e-02
    6.71490878e-02   5.85876629e-02]
 [  1.09127259e-05   9.93019760e-01   7.76789093e-04   5.40037814e-04
    9.93688474e-04   3.05593683e-04   5.97875100e-04   2.27528071e-04
    3.47921415e-03   4.85198107e-05]
 [  1.01965488e-05   9.74146678e-05   2.70711049e-03   9.89948034e-01
    2.42662850e-07   3.40908533e-03   3.41406441e-08   1.90245896e-03
    1.44231482e-03   4.83123265e-04]
 [  7.19561722e-05   7.43774672e-06   1.03051032e-04   3.23257438e-04
    5.31355136e-06   1.14001123e-05   1.55651225e-08   9.97384846e-01
    1.63536915e-05   2.07627052e-03]
 [  3.80672136e-04   2.55747345e-05   1.04002620e-03   1.85108838e-05
    9.37818229e-01   2.17101187e-04   3.73686140e-04   5.63914364e-04
    5.09796366e-02   8.58262554e-03]
 [  9.98978496e-01   3.43625004e-08   2.13635794e-05   3.04253663e-05
    4.08767797e-10   9.65928542e-04   1.39126328e-07   1.33574900e-07
    2.43333398e-06   1.32621199e-06]
 [  5.45975809e-06   2.04439100e-04   4.41601360e-03   1.81541573e-02
    1.52919485e-04   4.96594468e-04   7.77700188e-06   2.36101463e-04
    9.75489616e-01   8.36905499e-04]
 [  1.92281441e-04   1.96162891e-03   2.17427965e-02   5.78949153e-01
    1.83030847e-03   5.52675687e-02   6.14241790e-03   3.16720217e-01
    3.89640010e-03   1.32972645e-02]]
INFO:tensorflow:global_step/sec: 157.104
INFO:tensorflow:loss = 0.173098, step = 16001
INFO:tensorflow:probabilities = [[  1.04522135e-03   2.06006825e-05   8.26032920e-05   3.04156256e-05
    1.47527584e-03   1.19663798e-03   9.93640840e-01   6.54935720e-05
    2.39463174e-03   4.83144540e-05]
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    2.07877093e-07   8.77674289e-09]
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    6.64031035e-08   1.17871887e-05   2.45551564e-05   2.13037779e-07
    1.19218283e-04   6.22408614e-09]
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    6.40290265e-04   2.48041488e-05]
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    7.23615871e-04   1.15548829e-02]
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    8.56989145e-01   3.25586251e-03]
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    2.50897545e-04   3.46180968e-05]
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    4.45550859e-06   4.63982346e-03]
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    6.66326890e-03   3.36130979e-05]
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    1.92913972e-03   4.13583918e-03]
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    9.25254950e-04   1.08082777e-05]
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    2.42211783e-04   1.30515865e-08]
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    9.84187841e-01   9.81965801e-04]
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    5.93899225e-04   4.92103922e-04   5.87508781e-03   4.83920937e-03
    1.30580482e-03   6.12271469e-05]
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    1.63444187e-02   1.02229016e-04]
 [  3.80980850e-06   7.48172013e-08   5.41633344e-04   7.49552100e-07
    6.84789149e-04   8.72190230e-06   9.98475611e-01   6.62051718e-07
    2.83027795e-04   8.70837596e-07]
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    4.10064858e-05   3.25816050e-02   1.06797040e-06   1.13882568e-04
    4.40630916e-04   3.61460680e-03]
 [  9.99408007e-01   4.91005681e-10   2.80988417e-07   8.79382412e-07
    1.72687267e-10   5.88467054e-04   8.36338756e-07   4.64826712e-07
    8.40838084e-07   3.58067410e-07]
 [  1.80078950e-02   7.37537455e-04   1.98459704e-04   8.69521797e-02
    3.78886733e-04   8.59049201e-01   3.72921437e-04   4.60803136e-03
    2.48947404e-02   4.80014738e-03]
 [  7.28656346e-07   1.35030778e-05   9.99241352e-01   7.08181353e-04
    1.82626954e-05   4.21710695e-07   2.12357875e-07   1.12573207e-05
    4.58664317e-06   1.37428299e-06]
 [  1.87614660e-05   1.24264276e-03   9.90377903e-01   8.09560250e-03
    1.98912699e-06   1.20508448e-04   2.92088898e-05   3.51218159e-06
    1.09579982e-04   1.78111904e-07]
 [  1.06396677e-04   6.55803597e-05   1.53183166e-04   9.36620474e-01
    1.14137060e-06   3.67419496e-02   1.02988506e-05   1.39960127e-06
    2.57602315e-02   5.39409171e-04]
 [  5.39095126e-05   1.57551616e-09   2.99927024e-06   2.19056915e-07
    9.09484072e-07   3.34763718e-05   9.99290347e-01   4.51675419e-10
    6.18105114e-04   2.24834285e-08]
 [  1.96310808e-07   5.84240979e-07   3.13969143e-03   4.49753134e-05
    9.86997724e-01   3.92836635e-04   3.35283903e-03   1.58074207e-03
    2.69146403e-04   4.22122376e-03]
 [  1.33119502e-05   5.56401283e-05   9.75425181e-04   3.98240918e-05
    9.97580767e-01   2.37078959e-04   1.11354617e-04   7.20499811e-05
    1.77083333e-04   7.37428316e-04]
 [  8.78040910e-01   4.99624775e-06   3.98304284e-04   2.58198561e-04
    2.05940023e-06   9.98179615e-02   1.73496734e-02   5.26995836e-06
    4.08347929e-03   3.89927845e-05]
 [  8.88502782e-09   2.91590112e-08   2.65868437e-07   2.05379990e-07
    9.99935389e-01   5.22877542e-07   3.71113401e-06   3.80996596e-07
    1.00070647e-05   4.95832537e-05]
 [  2.52836794e-02   1.54176068e-05   1.07905886e-03   4.03693467e-02
    5.99944397e-05   9.24961209e-01   1.67478051e-03   3.16331978e-04
    4.66429535e-03   1.57590257e-03]
 [  2.47580647e-05   6.98037684e-06   1.04356805e-04   9.99813378e-01
    7.71542386e-10   4.34562353e-05   2.20821690e-07   1.39557867e-08
    6.60147361e-06   2.77965256e-07]
 [  5.06487326e-04   6.79966761e-05   9.31487046e-03   5.23646222e-03
    1.50403788e-03   5.31447306e-03   5.76349348e-03   5.69252597e-06
    9.72010612e-01   2.75838654e-04]
 [  7.15959800e-07   2.49319419e-06   7.47948288e-05   2.39204703e-04
    1.37794373e-07   9.74319391e-07   6.77073952e-11   9.99568284e-01
    2.55636110e-07   1.13204354e-04]
 [  3.98900214e-04   3.87311884e-05   9.80453134e-01   1.99532695e-03
    1.69687613e-04   6.83882536e-05   2.71296361e-04   4.56352346e-03
    4.54429071e-04   1.15865991e-02]
 [  3.06962313e-08   3.40414488e-07   7.69424423e-06   9.99793828e-01
    2.24928662e-08   2.17534830e-06   1.58108093e-11   1.96051997e-06
    2.02925421e-05   1.73782086e-04]
 [  8.06682783e-06   5.00050021e-07   9.95701134e-01   2.21976521e-03
    7.11540395e-07   2.04727212e-06   1.02492006e-08   1.51996571e-03
    1.98219816e-04   3.49718146e-04]
 [  6.66037649e-02   2.86792754e-04   9.22641950e-04   1.00667297e-03
    6.24188455e-03   8.76951776e-03   9.11955595e-01   5.22985763e-04
    3.23090656e-03   4.59213217e-04]
 [  1.56554648e-07   1.14921004e-05   6.92835718e-04   1.01731736e-02
    3.72239856e-06   2.89649734e-06   1.81539103e-10   9.88511920e-01
    1.77711845e-04   4.26077051e-04]
 [  1.99205242e-04   6.91778911e-03   2.29114131e-03   1.87707007e-01
    1.02856859e-04   7.98962861e-02   8.61236185e-06   1.69229224e-01
    4.89299595e-01   6.43482879e-02]
 [  3.57711164e-04   9.96438742e-01   3.74053838e-04   7.75263004e-04
    2.28515113e-04   7.48289967e-05   2.42229857e-04   6.38812082e-04
    8.55916878e-04   1.38714540e-05]
 [  1.14811273e-05   9.93687093e-01   6.17320940e-04   1.04715675e-03
    4.35490307e-04   3.28012247e-04   5.43145812e-04   1.87239712e-04
    3.06729204e-03   7.58197566e-05]
 [  2.60480675e-07   1.42397965e-07   3.61883140e-05   1.29030068e-05
    7.84454368e-09   9.68123345e-07   1.63798732e-11   9.99825299e-01
    9.96502513e-06   1.14348491e-04]
 [  6.00830426e-05   3.77129501e-04   1.06272011e-04   9.97655630e-01
    8.15184137e-07   1.70233008e-03   1.67037604e-06   2.64395512e-05
    3.19697174e-05   3.75422860e-05]
 [  5.24816096e-06   2.90098114e-06   5.00400492e-04   1.44056030e-04
    6.23558954e-05   6.92703134e-06   1.58941862e-06   1.72907226e-02
    1.26024779e-05   9.81973171e-01]
 [  9.98038709e-01   4.90877099e-08   3.52620322e-04   3.52466363e-04
    1.64103113e-07   8.07529432e-04   3.71232386e-06   3.56811761e-05
    3.68156798e-05   3.72358889e-04]
 [  3.61049706e-06   9.95970011e-01   2.19593363e-04   9.14740376e-04
    3.25322230e-06   1.88490212e-05   4.67604586e-05   5.99195710e-06
    2.81314692e-03   4.09661288e-06]
 [  2.86100785e-05   2.56147416e-07   1.95466200e-05   3.37328879e-06
    9.98738587e-01   2.50251487e-05   1.71817039e-04   2.54185492e-04
    9.71674090e-05   6.61448517e-04]
 [  1.33975428e-02   2.17620800e-06   6.03258959e-04   8.31591115e-06
    1.42737804e-03   3.43022053e-04   9.56199944e-01   6.89998615e-06
    2.77901925e-02   2.21242532e-04]
 [  8.69954192e-07   3.78268169e-07   4.37035538e-07   9.91678680e-05
    9.79760352e-06   1.94436419e-04   8.24085777e-09   9.97574031e-01
    2.52005353e-04   1.86884031e-03]
 [  1.84028556e-06   3.30634998e-06   7.17130251e-06   9.99969006e-01
    1.74275101e-08   1.68248371e-05   5.56619781e-08   1.26075193e-07
    7.56978636e-07   1.02582067e-06]
 [  1.14889306e-04   1.92735693e-03   3.72972863e-05   1.10816946e-02
    2.95001901e-05   9.74569619e-01   7.28048035e-04   2.69916131e-06
    1.14858318e-02   2.31534868e-05]
 [  1.78243732e-04   2.21571645e-06   2.70499568e-03   6.68672801e-05
    9.82980251e-01   9.47101362e-05   8.04690272e-03   1.05638197e-03
    1.71969077e-04   4.69741179e-03]
 [  2.94060213e-04   1.02843682e-04   9.34473813e-01   6.21285997e-02
    1.21420696e-09   1.60737636e-05   1.00699040e-07   1.24442231e-05
    2.96472409e-03   7.24245001e-06]
 [  7.63440198e-07   4.07620924e-08   4.38279385e-04   9.99495745e-01
    1.66951553e-09   2.81528701e-05   3.47167711e-11   2.34333329e-05
    1.88445438e-06   1.17085510e-05]
 [  1.35119748e-03   9.60570335e-01   6.81853108e-03   2.65589706e-03
    8.28398974e-04   2.68685445e-03   5.55004412e-03   6.07089838e-04
    1.88273862e-02   1.04246938e-04]
 [  2.07639515e-01   4.84309530e-05   6.59299456e-03   4.26189799e-04
    6.83014980e-04   7.50655448e-03   7.70955861e-01   5.51806530e-04
    4.47238097e-03   1.12323696e-03]
 [  6.00389430e-05   1.60532410e-03   2.54190731e-04   4.05850806e-05
    2.92367558e-03   2.44739163e-03   9.89661694e-01   4.86722556e-08
    2.99030659e-03   1.67764920e-05]
 [  9.96389687e-01   1.52461681e-07   2.10079656e-04   3.23288958e-04
    2.96410963e-06   2.34859483e-03   1.09689121e-04   7.67940146e-05
    4.44422942e-04   9.42320548e-05]
 [  2.51593837e-03   1.95370490e-06   4.14405164e-04   2.01246075e-04
    1.69508293e-01   3.15116136e-04   4.64561890e-05   1.09452857e-02
    2.29624056e-04   8.15821648e-01]
 [  5.85436239e-04   5.61458110e-05   1.08063575e-02   5.97801351e-04
    1.82096774e-04   9.38558311e-04   9.86780703e-01   2.54190240e-06
    3.74621122e-05   1.29022974e-05]
 [  9.99995947e-01   3.56068591e-10   1.92573998e-06   4.93180949e-07
    6.92702840e-10   8.29228838e-07   4.54011257e-07   6.20611047e-08
    2.28565696e-07   1.44902241e-08]
 [  1.26506766e-05   9.97906804e-01   4.60941810e-04   5.41621121e-04
    5.00155074e-05   1.42606732e-05   2.28555909e-05   7.99516158e-04
    1.67475780e-04   2.38660141e-05]
 [  1.24500863e-01   5.24809933e-04   7.37632334e-01   2.18545389e-03
    1.52271185e-02   7.75577780e-03   7.75375664e-02   1.36313564e-03
    2.24136766e-02   1.08592361e-02]
 [  6.40124927e-05   1.32146257e-03   3.40303377e-04   6.09981408e-03
    1.67533215e-02   1.07857668e-04   3.18559214e-05   9.66997862e-01
    2.55786511e-03   5.72562078e-03]
 [  7.92238595e-08   7.09092802e-08   4.74703484e-07   6.96935022e-05
    7.87116180e-04   9.95115876e-01   1.18958428e-06   3.65335618e-05
    3.77732352e-03   2.11580700e-04]
 [  1.22542915e-04   9.73421514e-01   2.54939636e-03   7.12515414e-03
    3.65703454e-04   3.50343471e-04   7.77060515e-04   3.10760457e-03
    1.10266507e-02   1.15399645e-03]
 [  4.31654939e-07   2.43818533e-07   9.99533176e-01   3.10371863e-04
    7.23662379e-06   7.04130656e-08   6.21330764e-05   1.14359020e-08
    8.61979279e-05   1.42155443e-07]
 [  5.38791537e-05   7.37527905e-09   8.73434765e-05   1.97071301e-07
    1.47762898e-04   1.11600180e-04   9.99471724e-01   9.19464505e-09
    1.24072292e-04   3.42006570e-06]
 [  3.10301439e-05   3.03777767e-07   5.34413573e-07   2.08263489e-04
    5.15713030e-03   1.35293975e-03   1.34323250e-06   9.83898580e-01
    1.59173185e-04   9.19065997e-03]
 [  9.68081951e-01   6.84676124e-05   9.61616915e-03   1.74709095e-03
    3.29268398e-03   4.33357607e-04   1.09834662e-02   5.57193300e-04
    2.41080241e-04   4.97853430e-03]
 [  1.67872495e-05   2.47904478e-04   3.89849120e-05   4.65332050e-05
    2.83352943e-04   9.96840954e-01   1.31837779e-03   5.30819261e-06
    1.20002474e-03   1.75641594e-06]
 [  9.50868845e-01   8.57055056e-06   8.62829201e-03   5.93659980e-03
    1.95458119e-06   5.02676528e-04   2.02936935e-04   1.40530348e-04
    3.37041207e-02   5.42153293e-06]
 [  9.12896335e-01   4.80500546e-08   2.93311272e-02   1.09573565e-02
    1.71927212e-07   1.08270254e-02   5.91726241e-08   3.03291138e-02
    3.93108348e-05   5.61944302e-03]
 [  8.22320653e-05   1.10259987e-06   1.96056557e-03   6.90810111e-06
    9.96489584e-01   1.13801307e-05   1.94277483e-04   3.81039281e-05
    3.05602189e-05   1.18528120e-03]
 [  9.05911147e-05   3.24063178e-04   2.08774378e-04   4.54325520e-04
    9.59547423e-03   2.51777261e-03   1.09957782e-05   2.14542970e-02
    1.12297097e-02   9.54113960e-01]
 [  6.93347829e-05   9.97302771e-01   3.16614925e-04   1.82493823e-04
    1.20060191e-04   2.66876104e-05   9.15792698e-05   1.61023892e-03
    2.63989263e-04   1.63692275e-05]
 [  9.99726355e-01   1.09339027e-09   1.12905082e-05   5.41968120e-07
    3.33060732e-11   2.41783011e-04   6.90028434e-09   1.94929817e-05
    1.24093532e-07   1.83849110e-07]
 [  1.75141429e-06   4.08156338e-05   3.44030210e-04   9.98233438e-01
    7.40383211e-06   9.66006541e-04   6.76239551e-07   7.20725609e-07
    3.95273266e-04   9.74066006e-06]
 [  9.91138637e-01   2.34829098e-08   1.08803273e-04   5.98544739e-06
    8.51663401e-07   1.19513767e-04   1.82016311e-06   2.56221188e-04
    3.44208675e-04   8.02382827e-03]]
INFO:tensorflow:probabilities = [[  2.69424694e-04   9.96409595e-01   4.78717091e-04   1.91538347e-04
    1.85777288e-04   8.53797901e-05   4.77388414e-04   1.30325789e-04
    1.70984224e-03   6.19644852e-05]
 [  2.27990956e-03   4.41848533e-04   4.76249866e-03   7.59191113e-04
    1.70659661e-01   3.17978323e-04   8.42476438e-05   4.25212860e-01
    3.16257845e-03   3.92319232e-01]
 [  4.00523946e-04   7.71128998e-06   8.94833793e-05   2.76653591e-04
    5.11764025e-04   3.78249725e-03   7.54694952e-07   6.77097499e-01
    2.71312834e-04   3.17561895e-01]
 [  7.67107413e-04   3.53653331e-06   7.65951245e-06   2.71004217e-04
    4.46550585e-02   1.30338699e-03   3.97727636e-05   1.72957568e-03
    1.26595378e-01   8.24627459e-01]
 [  1.92729384e-02   3.16213351e-04   4.85441554e-03   5.98327182e-02
    2.66529714e-05   8.98217797e-01   3.11008818e-03   5.03706280e-04
    1.36187132e-02   2.46853626e-04]
 [  7.02413163e-05   1.05857092e-03   1.94368267e-03   7.82808304e-01
    2.50049779e-05   7.07375933e-04   8.77135903e-07   4.97056395e-02
    2.77122390e-02   1.35968074e-01]
 [  2.03680520e-05   5.71398588e-04   2.39676752e-04   9.95483518e-01
    8.42269287e-07   1.36351120e-03   4.70994408e-08   3.34024735e-05
    4.58571798e-04   1.82881556e-03]
 [  9.94763468e-05   1.69238706e-06   7.89382830e-05   1.62439306e-07
    9.99112427e-01   1.40769684e-04   4.89969796e-04   1.96609326e-05
    1.66110440e-05   4.02740734e-05]
 [  2.68374523e-03   4.99713758e-04   1.38412951e-03   1.60804484e-04
    3.74284387e-02   9.09758449e-01   2.71803848e-02   2.18304107e-03
    1.56368166e-02   3.08458111e-03]
 [  1.81034164e-04   5.46087045e-04   5.96006343e-04   8.33153899e-05
    2.05307486e-04   2.19422043e-04   9.97626603e-01   3.48334038e-06
    5.37733315e-04   9.01035321e-07]
 [  1.53985627e-06   1.01879181e-08   1.91718173e-05   9.99860764e-01
    4.40240788e-10   5.06610486e-05   5.15008305e-12   6.52054077e-05
    2.89957967e-07   2.41945850e-06]
 [  5.46329346e-08   1.02301356e-05   1.84451601e-05   3.81041427e-05
    2.33987521e-07   3.36464552e-07   6.24167246e-11   9.99470532e-01
    1.11352492e-05   4.50950756e-04]
 [  1.71703708e-04   1.66835696e-06   3.60877420e-05   6.14911332e-05
    1.95392573e-07   9.95364070e-01   5.29468343e-05   8.07640674e-07
    4.31103585e-03   3.46364111e-08]
 [  4.26047571e-08   9.99380589e-01   3.06419242e-05   3.30188777e-04
    4.98083000e-06   6.30538239e-07   1.87733434e-07   1.38288333e-05
    2.28434757e-04   1.05386771e-05]
 [  9.99945879e-01   3.18368998e-10   4.17274932e-05   2.88567975e-07
    2.15905863e-10   1.08444738e-05   1.31090360e-06   5.76795633e-09
    2.24246595e-08   1.67743881e-08]
 [  5.07632321e-05   2.15550699e-06   5.82039938e-05   1.67125079e-04
    3.05567589e-03   3.25758629e-05   1.16934439e-06   9.05915350e-03
    8.23830662e-04   9.86749351e-01]
 [  8.20288449e-07   6.90016044e-09   9.55285060e-08   1.27574499e-03
    1.19707778e-07   9.97856677e-01   7.49148799e-11   9.27259825e-05
    4.99881535e-05   7.23788864e-04]
 [  1.61616321e-04   2.23383028e-03   8.05461023e-04   1.42061850e-03
    2.96063954e-04   2.89184973e-04   5.57125804e-06   9.90674078e-01
    2.79831263e-04   3.83377937e-03]
 [  7.15195842e-04   7.35640970e-06   5.31868463e-05   4.00055724e-04
    4.93811618e-04   4.21745144e-03   2.64142756e-07   9.73264456e-01
    2.45581672e-04   2.06026416e-02]
 [  1.73328779e-04   1.05742686e-06   5.48457683e-05   1.95282410e-05
    9.88551378e-01   1.51417917e-03   9.12772448e-05   2.15312652e-03
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    8.89544487e-01   2.35709385e-03   2.41979942e-04   9.01754771e-04
    1.91015220e-04   1.01179503e-01]]
INFO:tensorflow:global_step/sec: 155.061
INFO:tensorflow:loss = 0.167668, step = 16101
INFO:tensorflow:probabilities = [[  1.16114564e-01   1.02120952e-03   5.78115042e-03   1.87741069e-04
    4.00438061e-04   2.47715209e-02   5.82209323e-04   2.01280974e-02
    8.29386055e-01   1.62704848e-03]
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    1.24838785e-04   2.98671098e-03]
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    3.73481377e-03   6.66535707e-05]
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    2.93633491e-02   8.04065727e-04   1.18392954e-05   1.43762633e-01
    3.91702028e-03   8.17439854e-01]
 [  1.15539042e-04   1.23798532e-06   2.55131861e-03   3.32021154e-03
    5.52185568e-08   2.70409873e-06   7.30044636e-10   9.93910074e-01
    5.37728226e-07   9.82511337e-05]
 [  4.02909354e-05   3.29850949e-02   4.01493609e-02   6.92068040e-02
    6.16955280e-04   3.92669783e-04   5.68746218e-05   8.48475873e-01
    5.97764598e-03   2.09836313e-03]
 [  1.20729680e-06   1.38311107e-05   1.90287813e-06   3.59721453e-04
    9.88717318e-01   2.43623581e-04   1.03963848e-05   1.38146069e-03
    2.64757616e-03   6.62292819e-03]
 [  1.43524512e-05   9.97447014e-01   5.22530114e-04   1.26716425e-03
    1.72950255e-04   5.06834986e-05   8.98963626e-05   6.71239832e-05
    3.17276455e-04   5.08508710e-05]
 [  6.42562918e-06   1.59261090e-05   4.22167295e-06   7.77093577e-04
    7.57703930e-03   3.13533732e-04   1.41611179e-06   9.54585266e-04
    2.35212874e-03   9.87997651e-01]
 [  3.32947866e-06   2.94589995e-06   1.36077529e-06   1.52436958e-03
    4.55270424e-07   9.98379946e-01   3.35971276e-06   1.20765478e-08
    8.35129467e-05   6.56579857e-07]
 [  1.24858598e-05   1.47748506e-04   2.74855876e-04   2.86032818e-03
    1.63456552e-05   4.28867177e-04   7.09745578e-08   9.91651118e-01
    1.63907767e-03   2.96918373e-03]
 [  9.99777377e-01   7.61996333e-08   4.11496694e-05   1.68285203e-06
    5.72262948e-09   1.53434972e-04   4.26881843e-06   1.02956019e-05
    1.05474173e-05   1.29081548e-06]
 [  4.94617489e-05   1.01040967e-03   8.02280195e-03   9.23943937e-01
    4.94875421e-04   2.28440599e-03   3.88356875e-06   3.23268324e-02
    3.34640360e-03   2.85169967e-02]
 [  4.67225090e-02   6.30798951e-08   1.82098281e-02   6.37990015e-04
    9.23062362e-06   1.65689678e-03   5.80788031e-02   5.30728414e-07
    8.74668896e-01   1.53468100e-05]
 [  9.96529400e-01   6.55422582e-06   7.14136637e-04   2.26165339e-05
    7.54857101e-05   4.09474305e-05   1.92242372e-03   4.69989645e-05
    5.66524221e-04   7.49012761e-05]
 [  2.14900356e-04   1.33328042e-08   3.77309188e-05   5.16687123e-06
    1.02038251e-03   1.56201986e-05   5.41264035e-06   3.03313993e-02
    3.52484814e-04   9.68016922e-01]
 [  6.46816034e-06   4.70988707e-05   7.27943916e-06   3.59593704e-03
    1.07908668e-03   1.08550629e-02   1.26896657e-06   8.66374280e-03
    2.54867543e-02   9.50257301e-01]
 [  5.61993336e-04   5.53298175e-01   1.32146187e-03   1.73502136e-03
    2.20420361e-01   1.91382468e-02   1.22120176e-02   9.10462718e-03
    1.19188413e-01   6.30196556e-02]
 [  8.30803586e-08   7.20813932e-06   9.98743713e-01   2.05958262e-04
    4.15062082e-11   2.09276649e-08   5.43400036e-09   2.04359466e-07
    1.04290049e-03   3.50076579e-10]
 [  1.92854219e-04   9.92765427e-01   4.18682117e-04   1.09198154e-03
    2.05520249e-04   6.31896954e-04   1.70090538e-03   1.15423661e-03
    1.66210381e-03   1.76318310e-04]
 [  4.02564983e-05   5.11295138e-06   2.27707733e-05   8.08894692e-05
    2.28729062e-02   1.49142242e-03   1.17697411e-04   1.06987078e-03
    5.26640273e-04   9.73772407e-01]
 [  7.88707166e-06   7.29749809e-05   9.96544659e-01   1.58842374e-03
    3.06763695e-07   3.42651390e-07   7.88722616e-07   1.70844386e-03
    7.42958582e-05   1.74293393e-06]
 [  9.99599993e-01   3.60256784e-08   3.80318612e-04   8.68014831e-06
    6.69961242e-09   6.56245675e-06   9.94270863e-07   6.49794231e-07
    1.65626739e-06   1.19400943e-06]
 [  3.12164456e-01   5.88662915e-05   2.27714404e-01   2.02100840e-03
    1.93966669e-03   2.87100393e-02   1.92070249e-02   4.93063599e-05
    3.45167547e-01   6.29676878e-02]
 [  4.00341814e-04   1.81165669e-04   6.28151596e-02   4.35265392e-01
    5.62995588e-08   4.21564048e-03   5.55959446e-07   2.30767891e-05
    4.97061700e-01   3.70314956e-05]
 [  7.65755074e-04   2.37703802e-07   9.54498470e-01   4.39625718e-02
    2.07040827e-07   1.31003185e-06   1.42442641e-05   6.18657679e-04
    1.34145288e-04   4.35874654e-06]]
INFO:tensorflow:probabilities = [[  1.22382495e-04   3.22562255e-06   2.82351772e-04   6.18231075e-04
    1.88287757e-02   9.33462754e-03   4.05223574e-04   6.57555927e-03
    1.76773733e-03   9.62061882e-01]
 [  3.79129048e-08   1.18789148e-05   3.11790495e-06   9.16429999e-05
    3.31759850e-07   1.74658271e-06   8.94540608e-10   9.99822915e-01
    4.48025366e-06   6.39202190e-05]
 [  3.71452620e-06   4.84744930e-07   5.42087728e-05   4.49534241e-07
    9.96976972e-01   5.60018088e-05   1.18336015e-04   3.87397486e-05
    1.30149319e-05   2.73804273e-03]
 [  4.72704505e-06   2.86987597e-05   5.64837875e-03   2.57829367e-03
    1.84169761e-03   2.10144906e-03   1.34856837e-05   1.39466068e-03
    8.62094166e-04   9.85526562e-01]
 [  1.11317623e-03   5.64098227e-05   7.62389027e-05   4.40506381e-04
    4.65470135e-01   3.11151566e-03   5.63450849e-05   8.02672468e-03
    2.48196360e-04   5.21400750e-01]
 [  4.63679100e-07   1.65894987e-09   2.53096353e-08   4.19026810e-06
    6.09243926e-08   1.72809763e-07   1.49688428e-10   9.99937057e-01
    1.28396692e-07   5.79380649e-05]
 [  2.99541085e-08   1.22268659e-07   3.65197053e-07   9.52776099e-06
    8.94712748e-09   2.45897041e-07   8.34498963e-12   9.99986172e-01
    4.75942556e-07   3.09154507e-06]
 [  3.88417720e-06   9.98139858e-01   1.20594792e-04   2.85792310e-04
    7.74421860e-05   4.49439403e-06   5.18054294e-05   8.98189552e-04
    3.38140671e-04   7.96428649e-05]
 [  1.99583951e-06   4.16570686e-07   6.05767855e-06   1.92893334e-04
    9.78159567e-11   9.99006927e-01   5.40092877e-08   8.59859828e-09
    7.91739207e-04   4.03258893e-09]
 [  8.39431398e-03   1.04275171e-06   2.00431272e-02   8.82044376e-04
    8.46535712e-03   5.92865981e-04   5.92561904e-04   2.42523476e-03
    1.92747451e-02   9.39328671e-01]
 [  8.47204938e-04   5.83369547e-05   1.34643889e-03   3.01426844e-05
    1.18019581e-02   1.39471696e-04   9.85664606e-01   2.30704136e-05
    2.72808502e-05   6.16225734e-05]
 [  2.07607955e-05   5.91370690e-06   1.82674543e-04   9.28395867e-01
    3.23342562e-07   6.42615035e-02   3.37063256e-07   1.38805162e-05
    2.39907717e-03   4.71967086e-03]
 [  1.05080926e-05   1.58757452e-04   1.18776916e-04   4.04877064e-04
    9.67169344e-01   1.55099975e-02   5.94853889e-04   4.28493717e-04
    4.80640650e-04   1.51238078e-02]
 [  1.90716983e-05   9.94080722e-01   1.97975035e-03   1.02295529e-03
    7.32083645e-05   1.39794123e-04   5.35075451e-05   1.01048604e-03
    1.54347066e-03   7.68890823e-05]
 [  4.09005395e-07   4.59196947e-08   2.44280363e-06   3.30022340e-05
    4.15717841e-05   1.30086637e-05   1.95868530e-08   1.07779098e-03
    9.34457421e-05   9.98738229e-01]
 [  3.62399817e-07   3.63798463e-05   3.36341800e-05   9.97991681e-01
    9.91950492e-06   1.48806057e-03   1.86823385e-07   2.35510157e-07
    4.23779071e-04   1.56785336e-05]
 [  1.16734473e-05   3.68583365e-04   9.98878777e-01   5.96949889e-04
    3.02569833e-06   7.29069870e-06   4.76651730e-05   7.97011380e-05
    5.87788327e-06   7.11942960e-07]
 [  3.93253202e-07   2.51019472e-09   7.40662927e-07   1.45129059e-06
    7.16179560e-10   9.75515704e-08   3.93268404e-12   9.99994874e-01
    1.73476622e-07   2.30206456e-06]
 [  1.86859615e-05   4.39466210e-04   4.46744962e-04   2.12515515e-05
    3.58190853e-04   1.30322398e-04   9.98544097e-01   3.05217014e-07
    3.90373716e-05   1.87635965e-06]
 [  1.23199598e-07   1.88962440e-06   9.94244993e-01   5.66176930e-03
    4.54372373e-10   5.32088791e-08   5.48685719e-09   3.45670770e-07
    9.08811562e-05   4.71612882e-09]
 [  1.15761918e-06   4.17935569e-03   9.94295776e-01   1.39990088e-03
    3.91227587e-07   3.79260086e-06   2.00223167e-05   1.11036093e-06
    9.85243532e-05   3.90226740e-09]
 [  9.98489141e-01   2.32823449e-08   6.13297569e-04   3.07107075e-05
    2.65674593e-09   7.92134437e-04   4.83100223e-07   2.69276734e-06
    2.56539588e-05   4.58552786e-05]
 [  1.10150897e-03   4.98804457e-06   4.81655821e-02   2.26581376e-02
    1.63441473e-05   3.74305346e-05   4.39383740e-07   9.21964765e-01
    2.60758010e-04   5.79002639e-03]
 [  1.48919062e-04   2.43758014e-03   9.89191175e-01   9.63963976e-04
    3.86121668e-09   1.87772839e-05   3.94359404e-06   2.67704036e-06
    7.23302271e-03   2.31775541e-08]
 [  8.65502661e-05   2.29796424e-05   1.49126296e-04   3.15361685e-05
    4.60618990e-04   3.35678691e-04   9.98670220e-01   1.55798477e-06
    2.30138030e-04   1.16775009e-05]
 [  7.92102128e-06   4.11122164e-06   1.58017414e-04   1.40271499e-04
    1.08292885e-02   2.68359407e-04   8.69437009e-02   1.41769669e-06
    9.01598632e-01   4.82465293e-05]
 [  8.98268445e-06   1.78598657e-06   4.35487782e-05   1.35700931e-04
    2.87391126e-01   2.52458965e-04   5.39703287e-05   4.83659620e-04
    5.15517518e-02   6.60077035e-01]
 [  7.34606350e-04   1.08702143e-05   5.91718219e-03   2.66981060e-05
    9.86722529e-01   1.96298308e-04   3.94068984e-03   3.80332116e-04
    5.38279419e-04   1.53256534e-03]
 [  1.14306495e-05   3.81610962e-03   1.74698405e-04   9.05613590e-04
    6.25838399e-01   1.41552812e-03   2.43313392e-04   2.58603459e-03
    2.00705808e-02   3.44938338e-01]
 [  1.90290211e-06   7.35270032e-06   1.51681365e-03   9.98043299e-01
    9.56766257e-07   8.81496017e-05   2.22204534e-07   1.78471439e-07
    3.30938754e-04   1.00205389e-05]
 [  9.74880397e-01   3.04953555e-05   7.06244074e-03   1.39902020e-03
    2.32203078e-04   9.63541024e-05   6.32604701e-04   2.68210610e-03
    1.20671364e-02   9.17303434e-04]
 [  8.61798810e-07   1.30602357e-05   8.34035563e-06   3.34758894e-04
    2.64996313e-03   5.37510023e-05   6.71081537e-08   1.95140636e-03
    1.70049898e-04   9.94817793e-01]
 [  2.24144915e-05   3.17675222e-05   1.85536683e-05   2.54161358e-02
    2.92176520e-03   2.01509125e-03   1.58310138e-06   4.10002703e-03
    4.28164238e-03   9.61190999e-01]
 [  2.79209853e-05   1.25798979e-05   1.20474951e-05   3.81068373e-03
    9.11906391e-05   1.01394711e-04   5.45692735e-09   9.95636642e-01
    2.04686148e-05   2.87083851e-04]
 [  7.06145511e-05   1.33200535e-06   1.40950560e-05   2.10837379e-06
    5.95272058e-06   2.61064615e-05   9.99861598e-01   2.66400280e-09
    1.80684037e-05   1.92519263e-08]
 [  9.82565641e-01   1.37944710e-07   1.51377348e-02   8.40865760e-05
    2.66728835e-04   1.11429545e-04   2.32481994e-04   1.27810170e-04
    3.83209699e-05   1.43568451e-03]
 [  1.56678709e-07   5.56436497e-09   1.08204804e-05   3.99633253e-04
    1.15249827e-08   1.12338341e-06   1.30178084e-12   9.99514461e-01
    4.97442159e-07   7.33112029e-05]
 [  4.84958036e-07   1.24435937e-05   1.88072011e-06   1.10075623e-03
    2.14404659e-03   1.34807487e-04   2.45268126e-07   8.69404525e-03
    3.38811602e-04   9.87572551e-01]
 [  1.92883817e-06   2.35226344e-05   1.62990618e-05   1.09345092e-04
    9.90525186e-01   2.32452992e-03   2.45850562e-04   4.78815346e-04
    4.85721335e-04   5.78877842e-03]
 [  1.30187211e-04   1.24403345e-03   6.37021381e-04   4.04798565e-03
    3.37537000e-04   6.20528162e-01   3.66323799e-01   5.05701053e-07
    6.72060670e-03   3.00840275e-05]
 [  3.23719320e-07   9.74029149e-07   1.25690203e-04   3.60120453e-07
    1.84843747e-03   1.30389133e-04   9.97868896e-01   9.38710230e-08
    2.45608226e-05   2.55147938e-07]
 [  5.70362863e-05   2.55282503e-04   2.04608659e-04   9.19811777e-04
    8.03377698e-05   2.39766305e-04   4.28143139e-08   9.47076380e-01
    2.19068854e-04   5.09477668e-02]
 [  5.81814720e-06   3.35782752e-05   1.46325910e-04   1.82629374e-04
    1.11670408e-04   1.28685215e-05   1.85571778e-07   9.92174923e-01
    1.33405172e-03   5.99793717e-03]
 [  6.40411803e-04   9.14152525e-03   2.14974862e-03   2.82347593e-02
    2.11997205e-04   8.40516806e-01   6.60032092e-04   2.53779435e-04
    1.16264470e-01   1.92648266e-03]
 [  5.34559190e-02   5.96735154e-05   3.85171585e-02   1.24255000e-02
    7.64518790e-03   3.42889607e-01   2.04282776e-02   3.05725436e-04
    4.71304327e-01   5.29685803e-02]
 [  5.73214144e-04   7.43781538e-06   8.90952651e-06   3.98195589e-05
    9.49703826e-06   2.14156299e-03   9.97034550e-01   9.71978764e-08
    1.83702316e-04   1.13724570e-06]
 [  4.66072437e-04   1.66530795e-02   9.64043498e-01   1.02891037e-02
    2.75657949e-04   8.40984692e-04   1.73006486e-03   5.32512134e-03
    3.05230875e-04   7.12942274e-05]
 [  8.52454628e-04   3.84541316e-04   1.47595666e-02   1.52734332e-02
    1.34140707e-03   3.56671796e-03   2.08884780e-03   5.10829792e-04
    9.57164526e-01   4.05776780e-03]
 [  1.70317583e-03   2.22764047e-05   9.61029655e-05   7.36237926e-05
    9.62968159e-04   5.24433237e-03   9.91707265e-01   2.97949555e-06
    1.02306338e-04   8.49859352e-05]
 [  2.10055696e-05   9.98158634e-01   9.20527207e-04   4.15813323e-04
    1.92173138e-05   8.03535386e-06   5.74367405e-05   1.93558415e-04
    1.99452901e-04   6.07976517e-06]
 [  3.15533327e-07   7.13829635e-08   9.99963045e-01   1.92050557e-05
    1.27508690e-06   1.89036470e-07   9.66120933e-06   1.11851763e-08
    5.97807912e-06   1.94324187e-07]
 [  2.26041993e-06   3.55667709e-07   4.78031652e-05   9.99026775e-01
    1.78613419e-07   8.73733952e-04   3.03706038e-08   7.10913568e-08
    3.18173079e-05   1.70031508e-05]
 [  2.74505495e-04   2.72246439e-06   8.37927044e-04   7.84830900e-06
    5.65523095e-03   4.20383694e-05   9.92790937e-01   6.61598606e-05
    1.36822709e-04   1.85790544e-04]
 [  1.42979726e-01   1.31090801e-05   3.01911961e-04   7.10302847e-04
    1.72204469e-04   2.19378620e-01   6.28124952e-01   1.03329985e-05
    6.70431647e-03   1.60455599e-03]
 [  3.08276458e-06   2.37593427e-04   7.81771378e-05   9.98922110e-01
    7.68976497e-06   5.80199354e-04   3.67048898e-07   2.44404473e-05
    1.10282243e-04   3.60878948e-05]
 [  2.96831950e-05   9.94669020e-01   1.99240123e-04   3.82040656e-04
    4.34477333e-05   6.23283950e-06   7.36916481e-05   4.71623585e-04
    4.07583453e-03   4.92867548e-05]
 [  6.23128362e-05   9.84471858e-01   1.37808337e-03   3.00539250e-04
    1.24507176e-04   2.15267632e-04   8.55184044e-04   5.36919761e-05
    1.25122648e-02   2.61202076e-05]
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    2.57528212e-04   8.05271629e-05]
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    8.33013311e-11   2.06094516e-10   6.84483652e-08   1.36143791e-10
    7.64968391e-08   3.35079322e-14]
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    1.51787062e-05   1.55303027e-07]
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    2.97141657e-03   1.53517108e-02]
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    5.63456817e-03   3.22869833e-04]
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    3.37127247e-04   1.67669874e-04   3.55866447e-08   9.39380229e-01
    2.55803698e-05   5.98236397e-02]
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    6.57195676e-09   1.70762826e-06   2.56516502e-10   2.44296643e-06
    1.58049283e-04   8.55316921e-06]
 [  7.41130643e-05   1.15643570e-05   9.85880852e-01   9.73224733e-03
    9.85597260e-04   1.75763300e-04   2.24851101e-05   1.04069000e-03
    1.69499428e-03   3.81783640e-04]
 [  1.81102082e-02   7.34000665e-08   3.28723290e-05   4.31714325e-05
    7.63840100e-04   4.11155226e-04   9.64706075e-08   9.75223362e-01
    1.98182563e-04   5.21696778e-03]
 [  6.01405418e-03   5.21258032e-03   2.88906768e-02   1.01679660e-01
    1.26307496e-05   8.51912200e-01   9.37481003e-04   3.87933035e-03
    1.09562872e-03   3.65846237e-04]
 [  6.49189278e-02   5.50586556e-05   7.34774947e-01   1.04235308e-02
    3.21114212e-02   2.64447667e-02   8.10201839e-03   4.85663710e-04
    2.66869999e-02   9.59967226e-02]
 [  3.80933743e-05   9.33307365e-06   1.61817446e-02   1.35868031e-04
    1.73975501e-08   3.55402835e-06   6.09496287e-10   9.83504772e-01
    1.00377938e-05   1.16545605e-04]
 [  7.79896800e-06   7.49679422e-03   6.70175496e-06   4.99664247e-03
    2.31813461e-01   3.88688445e-02   1.52571127e-04   1.70513336e-03
    3.18027358e-03   7.11771727e-01]
 [  9.99787390e-01   3.64387298e-09   2.69912698e-06   1.05380313e-05
    1.11344600e-10   1.74234345e-04   2.48410961e-05   1.29814648e-08
    2.44399502e-07   1.19247204e-07]
 [  5.27752272e-04   1.45347347e-03   9.53872323e-01   1.11754891e-02
    8.01018346e-03   7.88028992e-04   6.05313107e-03   3.80204176e-04
    1.69023555e-02   8.36993102e-04]]
INFO:tensorflow:global_step/sec: 157.329
INFO:tensorflow:loss = 0.161186, step = 16201
INFO:tensorflow:probabilities = [[  1.40533274e-09   1.03735226e-06   8.72599776e-05   9.99546230e-01
    1.95666601e-07   8.98679573e-05   3.20303700e-10   4.25562490e-07
    2.21336202e-04   5.34512546e-05]
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    4.01796395e-04   8.47926931e-05]
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    5.47694461e-03   8.79917204e-01]
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    2.84865760e-04   9.93307412e-01]
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    7.82676307e-06   8.31956859e-05]
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    9.99231339e-01   2.98126484e-04]
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    1.72865000e-02   4.43417672e-03]
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    1.22987389e-04   3.00406758e-02]
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    3.40797742e-05   1.45001752e-06]
 [  9.99996901e-01   1.10434630e-11   1.19272715e-06   1.58477664e-09
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    7.25426332e-07   1.45280126e-08]
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    8.42135421e-07   4.11431392e-06]
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    4.28022868e-05   9.96928036e-01]
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    7.12072302e-04   2.25026073e-04]
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    1.24357593e-05   2.15922995e-07]
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    8.00020352e-05   5.80842971e-06]
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    1.67617714e-03   2.26366357e-03]
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    2.05627829e-03   7.59150862e-06]
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 [  1.29646173e-06   3.97710487e-08   8.15515978e-06   4.31533081e-05
    9.19476850e-04   4.80165327e-04   2.17355236e-07   1.33267167e-04
    1.02747814e-03   9.97386754e-01]
 [  3.60360928e-02   1.76787908e-05   4.14632307e-03   4.94453088e-05
    7.87747264e-01   1.16744637e-02   3.99165377e-02   2.79299542e-02
    6.75157644e-03   8.57305527e-02]
 [  4.19051425e-08   1.42701808e-03   9.92411554e-01   5.89390378e-03
    9.90423832e-09   4.96836856e-06   2.00696775e-08   2.30476449e-04
    3.19305254e-05   4.16007708e-08]
 [  1.48100359e-03   5.36564803e-05   3.07686657e-01   3.54509652e-02
    2.47680816e-07   6.50020391e-02   1.89520975e-07   2.09036786e-02
    5.66172838e-01   3.24862241e-03]
 [  1.67504608e-04   1.87132282e-05   9.97067273e-01   1.99878661e-04
    1.49874552e-03   7.61612973e-05   4.30421351e-04   1.96958922e-06
    1.89074097e-04   3.50172602e-04]
 [  3.28541006e-04   8.60744149e-06   1.21293385e-02   1.04334722e-04
    3.64840380e-04   5.37774285e-05   7.38864474e-05   6.44913598e-06
    9.84894931e-01   2.03525298e-03]
 [  1.21262354e-04   1.53927447e-03   2.45133706e-05   9.58195829e-04
    6.90636365e-03   3.00180027e-03   2.11303040e-06   2.95221120e-01
    1.10998855e-03   6.91115379e-01]
 [  1.34717884e-05   1.43586803e-05   4.59132752e-06   4.13596827e-05
    2.05707920e-06   5.89875926e-05   6.44353548e-08   9.99287426e-01
    2.79169872e-05   5.49840857e-04]
 [  2.50574667e-02   3.64457765e-06   1.55570137e-03   1.95594912e-04
    2.68150252e-05   7.40238326e-03   9.63132679e-01   4.10985109e-07
    2.62116734e-03   4.06057370e-06]
 [  5.96301959e-07   5.43936540e-06   9.99848247e-01   1.25679391e-04
    1.13811320e-05   1.56136593e-06   1.19868423e-06   2.45908410e-07
    5.13306895e-06   5.37851463e-07]
 [  9.99214411e-01   8.36805683e-08   1.50416672e-04   2.95808320e-07
    2.94315242e-07   4.91569284e-04   6.45341279e-05   4.53624489e-05
    2.54332153e-05   7.49694482e-06]
 [  3.49622715e-05   3.31005256e-04   7.98375622e-05   3.17585235e-03
    8.33202037e-04   8.99688840e-01   7.63400868e-02   2.91486640e-06
    1.55073302e-02   4.00593551e-03]
 [  8.35584524e-06   1.77611855e-05   3.22129972e-06   9.65513051e-01
    2.96540475e-06   3.39126922e-02   1.15725108e-07   7.94852497e-07
    1.06749903e-04   4.34238464e-04]
 [  4.40881486e-05   1.80703573e-05   3.82276531e-03   7.75087974e-05
    1.38682648e-04   2.00886070e-03   3.01839435e-04   5.00606689e-07
    9.93580818e-01   6.86170461e-06]
 [  8.61363005e-05   2.29168254e-05   1.14344973e-02   2.31400970e-03
    4.81328971e-06   2.28472818e-02   5.96500176e-05   6.58689430e-07
    9.61581826e-01   1.64825004e-03]
 [  1.26170698e-06   7.53772247e-06   2.87689589e-04   5.06680608e-01
    3.66993686e-06   4.90146548e-01   4.39984797e-06   2.00534529e-07
    2.86255986e-03   5.49752940e-06]
 [  1.04691344e-05   9.96160269e-01   2.67618423e-04   2.96853832e-04
    7.16174181e-05   1.72832697e-05   1.53153414e-05   1.86880969e-03
    1.14408997e-03   1.47651779e-04]
 [  4.31212829e-04   6.43501323e-08   3.45124899e-05   4.85014925e-06
    8.75153959e-01   4.09981949e-05   1.94657792e-03   1.16427233e-04
    1.88332684e-02   1.03438139e-01]
 [  1.76154682e-08   8.71909410e-03   9.91049051e-01   1.56022448e-04
    2.19654552e-08   8.18261640e-07   3.91645153e-05   1.64690412e-08
    3.57353420e-05   1.33360573e-10]
 [  9.98098075e-01   4.55028406e-08   4.38147836e-04   1.50330397e-05
    4.11554630e-08   1.38373033e-03   3.67657458e-06   9.92013702e-06
    1.34387356e-05   3.80732054e-05]
 [  6.82045084e-06   9.50794742e-07   1.15137827e-03   1.37936755e-03
    5.85409339e-08   8.56122142e-07   9.44233802e-10   9.97095585e-01
    1.56244630e-06   3.63443221e-04]
 [  4.22965859e-05   1.42298770e-04   9.98767138e-01   5.56470419e-04
    2.76954393e-06   7.44271892e-05   5.92801280e-06   1.03214625e-04
    2.64046306e-04   4.14126407e-05]
 [  1.35436116e-04   9.83491957e-01   1.26043300e-03   9.09035385e-04
    1.54519198e-03   9.42717888e-05   1.30488101e-04   1.08245360e-02
    1.03187235e-03   5.76686172e-04]
 [  1.53238962e-05   6.93577294e-06   3.53161863e-06   1.03334256e-03
    1.48465938e-03   9.86430168e-01   7.84211952e-05   1.21862344e-04
    8.90607480e-04   9.93521884e-03]
 [  5.65589988e-04   2.14239961e-04   2.20623275e-04   3.02641396e-03
    2.16487586e-03   4.55686869e-03   1.01911792e-05   9.42159444e-02
    5.72881894e-04   8.94452333e-01]
 [  1.11688729e-02   9.75543153e-05   1.51381036e-02   6.00316154e-04
    1.74905863e-02   2.51343986e-03   9.43298995e-01   1.44791440e-04
    5.27568860e-03   4.27164556e-03]
 [  7.76863039e-01   3.32763557e-05   1.15783710e-03   6.66435342e-04
    9.62001141e-05   1.06425304e-03   2.14265898e-01   4.86182726e-05
    5.78413857e-03   2.04461612e-05]
 [  3.81831899e-02   1.52050634e-05   1.91053274e-04   2.41544377e-02
    1.06440893e-07   9.34154153e-01   2.20934435e-05   6.70556474e-05
    2.74874503e-03   4.64060489e-04]
 [  1.96324578e-07   1.57108516e-05   3.94208007e-04   1.87999205e-04
    5.99098625e-04   3.66179738e-05   1.50593207e-03   3.56299580e-07
    9.97257411e-01   2.46632703e-06]
 [  1.51447949e-07   1.50286787e-08   3.49406287e-06   1.56579134e-07
    9.99950528e-01   1.24054381e-07   1.90527808e-05   3.84588930e-06
    1.43516297e-06   2.12651321e-05]
 [  4.71517633e-05   5.01532159e-05   7.65767753e-01   3.25425342e-02
    2.01976178e-08   1.16068222e-05   1.48103574e-08   1.97335660e-01
    4.21171635e-03   3.34622382e-05]
 [  2.63280908e-05   2.39773981e-05   1.98149064e-04   6.99088152e-04
    7.02600330e-02   1.18447773e-04   9.39815800e-06   1.67805818e-03
    1.96824106e-03   9.25018311e-01]
 [  8.03473722e-06   6.86766199e-09   1.28234305e-07   5.86502938e-06
    1.10810811e-06   1.49881438e-04   6.90125157e-09   9.97453153e-01
    8.46428429e-06   2.37340108e-03]
 [  8.41619272e-04   4.94552553e-02   8.87381611e-04   1.03983851e-02
    7.37293780e-01   2.86162384e-02   3.89073379e-02   1.67118455e-03
    1.14912791e-02   1.20437577e-01]
 [  5.20898309e-03   9.50340461e-03   8.47548425e-01   3.40029672e-02
    8.16306419e-06   4.82631003e-04   3.43768811e-03   1.75261550e-04
    9.96099263e-02   2.24612413e-05]
 [  4.87205834e-04   1.50878817e-01   1.40308961e-01   1.13208285e-02
    9.96268541e-03   1.17554693e-02   6.58425212e-01   1.05721317e-03
    1.45851551e-02   1.21837191e-03]
 [  1.67737831e-04   9.77436364e-01   1.50736480e-03   4.33316734e-03
    1.60387528e-04   1.68619154e-04   8.41267392e-05   1.29629271e-02
    2.03710818e-03   1.14218902e-03]
 [  1.59909774e-04   5.63039541e-01   3.69714200e-01   5.09297140e-02
    3.77662291e-05   8.25705793e-05   3.05636640e-04   4.34949622e-03
    1.13425478e-02   3.86892752e-05]
 [  4.15541035e-05   6.69544261e-06   7.66141864e-04   1.61510980e-05
    6.88931227e-01   8.64241796e-04   1.32167144e-04   5.49860252e-03
    2.11808458e-01   9.19348747e-02]
 [  2.05253800e-05   9.95791435e-01   3.31979187e-04   7.99096830e-04
    2.56003877e-05   1.24438129e-05   2.56868389e-05   1.44206418e-03
    1.45469175e-03   9.63569400e-05]
 [  6.42602208e-06   8.10112653e-08   1.13328233e-05   1.90835581e-05
    1.56022907e-07   3.92889024e-06   4.30142727e-11   9.99407530e-01
    1.30394665e-06   5.50149241e-04]
 [  9.99866962e-01   1.92853999e-08   1.14963521e-04   8.48411617e-07
    9.61857261e-10   7.52824326e-06   6.29261820e-07   8.30157489e-07
    2.99363728e-06   5.25116775e-06]
 [  3.43924854e-04   5.37890475e-04   3.27283964e-02   3.29347036e-04
    4.97297347e-02   4.82679717e-03   9.09978032e-01   3.18369828e-04
    2.35060579e-04   9.72370617e-04]
 [  2.87568022e-04   2.33861885e-09   7.80340770e-07   5.64731636e-06
    1.73867090e-06   5.58562897e-06   1.95711392e-10   9.98972058e-01
    2.23623402e-07   7.26423867e-04]
 [  4.03239619e-06   7.00601390e-08   7.21427426e-03   9.92101967e-01
    1.14907146e-10   8.89370585e-06   6.34872667e-12   1.86144200e-04
    3.00480693e-04   1.84090706e-04]
 [  9.95000422e-01   4.65194283e-08   2.29792757e-04   3.65986040e-07
    1.59625224e-09   4.53786924e-03   2.16713757e-04   1.63424829e-07
    1.32286050e-05   1.38691757e-06]
 [  5.04284799e-07   3.36392181e-09   5.01649936e-07   1.83511872e-06
    3.02695380e-09   3.77454398e-06   1.78212653e-10   9.99984980e-01
    5.39286646e-07   7.76811794e-06]
 [  9.89095509e-01   2.09566181e-07   8.26127362e-04   1.48197159e-06
    1.91251631e-03   9.70303081e-05   6.51831552e-03   8.63673267e-05
    3.77646211e-04   1.08493236e-03]
 [  1.14174525e-03   2.88657617e-07   1.12237365e-04   2.05398639e-04
    1.61284130e-04   2.38335895e-04   3.99215310e-07   3.49161550e-02
    2.84476318e-05   9.63195682e-01]
 [  9.97991800e-01   1.60886074e-07   6.78595170e-05   3.18238803e-04
    2.75836154e-08   1.45788875e-03   6.53089810e-05   6.94174378e-05
    4.12466397e-06   2.53753187e-05]
 [  2.05696288e-05   7.33515299e-06   1.81557180e-03   1.44084361e-05
    4.18409218e-05   2.48758617e-04   4.30575892e-05   2.86109625e-05
    9.97444391e-01   3.35461926e-04]
 [  2.95725651e-04   9.85361814e-01   3.70197929e-04   1.48974286e-04
    1.54467503e-04   4.69212973e-05   1.35653769e-04   1.11610664e-03
    1.23392493e-02   3.08320487e-05]
 [  6.44614862e-04   2.18261066e-05   1.16063929e-05   3.49404261e-04
    8.10374785e-03   3.04134213e-04   9.15698422e-07   9.85245049e-01
    9.94340098e-06   5.30878734e-03]
 [  3.41244915e-04   7.35302514e-04   1.02771993e-03   3.24615479e-01
    8.36975873e-04   6.64685965e-01   7.39682466e-04   7.38066683e-06
    3.97750130e-03   3.03273834e-03]
 [  1.70078303e-04   9.91642833e-01   8.84943409e-04   1.43682293e-03
    1.44663019e-04   4.35691181e-04   2.49901321e-03   1.59339033e-04
    2.56371219e-03   6.28230773e-05]
 [  7.34735931e-06   1.57691917e-04   3.46771581e-03   2.28859205e-03
    1.22094434e-07   1.37881425e-05   4.84360907e-09   9.93256807e-01
    3.11819667e-06   8.04815325e-04]
 [  2.52627451e-02   5.95144229e-06   9.15014278e-03   2.88024228e-02
    1.32835730e-05   1.32657560e-02   5.18746383e-04   1.26858149e-03
    7.62138605e-01   1.59573779e-01]
 [  9.99216199e-01   4.93093744e-08   1.98749287e-04   1.09169905e-05
    1.46202805e-09   5.55838342e-04   3.82036114e-06   7.52394681e-06
    8.71534155e-07   6.06768481e-06]
 [  1.51241848e-05   1.16185634e-03   9.42202343e-04   6.01933934e-05
    1.95223577e-02   2.13784020e-04   9.72921848e-01   2.69194807e-05
    4.66816546e-03   4.67642647e-04]
 [  9.46097884e-07   1.53860256e-07   1.34567688e-06   1.00343232e-03
    3.30272292e-06   9.98864293e-01   8.04086937e-07   1.17464687e-07
    8.87373462e-05   3.69277477e-05]
 [  4.65368573e-03   1.31444986e-05   1.10630630e-04   5.28450255e-05
    4.32882487e-04   9.42257762e-01   5.17048836e-02   4.82796713e-05
    3.79477482e-04   3.46515095e-04]
 [  1.50221167e-03   7.30214151e-06   1.27619936e-03   3.40035949e-05
    2.96424172e-04   1.59346946e-02   9.80331004e-01   2.06324921e-06
    5.38469583e-04   7.76227680e-05]
 [  1.03704544e-04   9.94667888e-01   3.19685147e-04   4.52384120e-04
    1.39950222e-04   1.52218330e-04   1.15764956e-03   2.60270754e-04
    2.66290596e-03   8.33639933e-05]
 [  8.23759461e-09   2.44904049e-06   9.99967456e-01   1.29262980e-05
    1.85775631e-11   3.62678376e-09   5.17812326e-09   2.45831142e-08
    1.72116979e-05   2.20159936e-12]
 [  1.31659654e-05   4.30304426e-05   9.78766093e-06   2.38821493e-03
    1.21287499e-02   1.00166020e-04   9.57205430e-07   2.11507361e-02
    1.20614437e-04   9.64044571e-01]]
INFO:tensorflow:probabilities = [[  3.82468670e-06   4.91928542e-04   8.52921366e-05   1.34361477e-03
    1.45118637e-02   2.37562446e-04   1.36419578e-06   9.74652290e-01
    1.65697350e-03   7.01523758e-03]
 [  3.19627667e-04   4.84822704e-05   5.14202612e-03   1.17985903e-04
    1.75489258e-04   1.38383673e-03   9.93388006e-04   3.05009439e-06
    9.90415454e-01   1.40062103e-03]
 [  2.59738020e-03   1.87631059e-07   3.04729445e-04   7.51834420e-07
    7.11567793e-03   1.44172052e-04   9.89374101e-01   6.41080987e-06
    2.57141975e-04   1.99565518e-04]
 [  3.49002403e-05   1.63425229e-05   9.96703684e-01   1.90310401e-03
    5.33959883e-06   6.21008148e-05   6.90627849e-06   6.08194605e-05
    1.08025933e-03   1.26593019e-04]
 [  6.27613845e-05   2.26726988e-04   2.12087092e-04   1.08337954e-04
    9.77737904e-01   2.82600173e-04   2.15583786e-04   1.55951467e-03
    4.41029115e-04   1.91533808e-02]
 [  1.26330968e-04   9.91181374e-01   1.01525325e-03   1.94383936e-03
    2.35000555e-03   2.67944299e-04   5.28564677e-04   9.30294336e-04
    1.60892506e-03   4.75326378e-05]
 [  1.92804393e-04   1.06293672e-04   4.45762230e-03   1.22224432e-04
    9.87703800e-01   3.61521699e-04   3.15022306e-03   1.10044656e-03
    3.37194855e-04   2.46788794e-03]
 [  8.60234195e-06   9.75247822e-05   2.18840905e-05   4.86191176e-03
    1.25299916e-02   5.32216975e-04   2.04249318e-06   3.38991098e-02
    1.38406653e-03   9.46662664e-01]
 [  3.12002012e-05   7.60251851e-07   1.08397180e-04   3.39813647e-04
    7.59304894e-05   1.29047374e-04   7.49008962e-08   1.32998219e-02
    3.62109095e-02   9.49804068e-01]
 [  7.33623689e-04   7.86963767e-07   3.89232227e-05   6.74627663e-05
    1.03715698e-04   1.17570534e-02   9.86900747e-01   5.32987769e-07
    3.51199647e-04   4.58269969e-05]
 [  3.37555139e-05   2.00915150e-04   2.21348382e-04   5.52724348e-04
    4.36629256e-04   3.52174006e-02   3.21363696e-05   5.61455847e-04
    9.56535280e-01   6.20839931e-03]
 [  4.10938519e-05   8.11674632e-03   1.71275903e-02   1.04443945e-01
    4.09243181e-02   1.26000296e-03   4.05886458e-05   1.01569751e-02
    9.83782634e-02   7.19510436e-01]
 [  1.46551326e-06   7.74700126e-09   1.63898912e-05   1.06251122e-04
    2.20260205e-07   6.88626017e-07   7.72399159e-11   9.99546826e-01
    1.54723311e-05   3.12692922e-04]
 [  1.52369248e-04   6.46069935e-08   5.35118219e-04   2.97598483e-04
    6.71676127e-04   1.08481174e-04   1.02247009e-06   2.71429610e-03
    3.76690482e-03   9.91752446e-01]
 [  1.66709578e-05   9.95281041e-01   3.74742929e-04   9.99670126e-04
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 [  8.07879187e-05   3.97660988e-05   1.91125364e-04   1.08249229e-03
    1.60860975e-06   2.31350597e-04   5.68721426e-09   9.95020032e-01
    8.29700264e-04   2.52302201e-03]
 [  9.99724329e-01   1.06998563e-07   1.67461403e-04   4.70227424e-05
    6.30272723e-09   4.41572665e-05   1.18207436e-05   1.12407854e-07
    4.11339261e-06   7.30954980e-07]
 [  4.72892113e-02   4.97628469e-04   7.75994584e-02   8.33529949e-01
    1.70004088e-04   1.20495781e-02   1.72838513e-02   2.90468051e-06
    1.11238956e-02   4.53555229e-04]
 [  1.95065833e-04   3.37434756e-07   9.99557555e-01   9.55978976e-05
    6.06835456e-05   1.08912345e-05   1.98950329e-06   2.70642777e-05
    4.95708555e-05   1.31891761e-06]
 [  2.22591305e-04   6.02749828e-03   2.88186420e-04   8.53411481e-03
    1.52238281e-02   1.54089392e-03   1.66602244e-04   1.06957341e-02
    1.07035814e-02   9.46596980e-01]
 [  9.25741617e-08   3.72840223e-05   9.99831676e-01   1.21022087e-04
    4.59209772e-08   1.10696000e-07   2.18780471e-07   6.52817846e-07
    8.92927346e-06   3.38888095e-09]]
INFO:tensorflow:global_step/sec: 157.751
INFO:tensorflow:loss = 0.0904131, step = 16301
INFO:tensorflow:probabilities = [[  5.56245330e-04   1.73153603e-05   2.03605853e-02   2.29291199e-03
    5.02697891e-03   6.52361009e-03   3.12333170e-04   5.00207953e-02
    2.57811567e-04   9.14631426e-01]
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    7.50790874e-04   8.90397094e-03]
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    3.22844159e-07   1.24044425e-04   5.93381455e-10   9.96538758e-01
    2.15919997e-07   3.24691250e-03]
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    6.83021426e-08   9.90884721e-01   7.73008235e-09   1.53298461e-04
    4.00056643e-03   2.66625459e-04]
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    1.47283663e-05   2.52215221e-04]
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    6.36257324e-03   3.58028949e-04]
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    6.71103990e-05   7.32277869e-04]
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    4.69038554e-04   9.39188430e-06]
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 [  9.04437111e-05   6.54951506e-08   2.88963020e-05   9.99356091e-01
    4.29497948e-09   4.63556498e-04   6.18283369e-10   1.82492786e-05
    5.35288973e-06   3.74412339e-05]
 [  1.48755385e-06   1.13090906e-07   5.95565725e-05   6.65197888e-07
    9.99370277e-01   3.09128245e-06   3.02951066e-05   1.64549147e-05
    2.12772484e-05   4.96792782e-04]
 [  2.32387552e-04   9.93645430e-01   1.41525536e-03   6.24017208e-04
    3.20818101e-04   1.59361443e-04   1.19386439e-03   2.91506265e-04
    2.05844897e-03   5.90211275e-05]
 [  7.92460560e-05   9.82533514e-01   2.07893876e-03   2.98573775e-03
    2.93640955e-03   1.16990868e-03   1.15648354e-03   6.09506213e-04
    5.25874365e-03   1.19157496e-03]
 [  4.11374046e-08   8.04496665e-07   4.33849418e-05   9.99612510e-01
    1.37574814e-08   4.46403283e-05   1.43843007e-10   2.47085518e-06
    1.09874549e-04   1.86270147e-04]
 [  5.39538043e-04   2.70843193e-05   9.91079509e-01   8.32167498e-05
    4.00695280e-04   2.28205230e-04   6.37756335e-03   5.41250338e-04
    2.15897468e-04   5.07060846e-04]
 [  8.05449690e-06   1.17593601e-07   6.30551658e-05   4.01322566e-08
    1.05648542e-05   8.20480091e-06   9.99909043e-01   6.32043085e-10
    9.77619152e-07   4.58635228e-08]
 [  3.08822109e-06   8.99024053e-06   1.66871803e-04   1.02636232e-05
    1.07060941e-06   1.46763034e-06   1.17030332e-08   9.99308348e-01
    2.13300445e-04   2.86525814e-04]
 [  1.71166084e-05   1.14253953e-06   2.76916444e-06   1.81355554e-05
    2.02076462e-05   5.86329203e-04   9.99235153e-01   3.31119416e-08
    1.18254829e-04   8.36368713e-07]
 [  9.99261320e-01   7.41484598e-07   3.31423216e-04   8.22638758e-05
    3.54536837e-06   1.44584279e-04   4.53278626e-05   1.04226783e-04
    1.02222793e-05   1.62240904e-05]
 [  3.34214210e-03   4.84702084e-03   8.26710701e-01   4.81709987e-02
    4.20894800e-03   1.20005487e-02   7.78299524e-04   1.29293825e-04
    5.05945086e-02   4.92175780e-02]
 [  2.21915499e-04   9.68420088e-01   5.91188611e-04   2.08801334e-03
    1.42817572e-03   9.54853676e-05   7.13567788e-05   1.04309013e-02
    1.53139234e-02   1.33898237e-03]
 [  1.93976939e-05   9.96540189e-01   1.51323050e-03   1.55288391e-04
    4.60646930e-04   9.56738131e-06   1.52190158e-04   8.29895434e-04
    2.77810032e-04   4.17196788e-05]
 [  6.47778961e-06   2.63157872e-05   3.33399395e-04   1.82318627e-06
    9.95101511e-01   3.33855802e-04   8.23667389e-04   5.70362026e-04
    1.59301353e-03   1.20977662e-03]
 [  8.70439362e-06   2.20457150e-04   4.99459611e-06   2.20490892e-05
    9.85335469e-01   3.62515752e-03   4.62640382e-05   2.15292466e-03
    6.47175300e-04   7.93676823e-03]
 [  1.12926491e-05   1.00233410e-06   1.97596091e-04   1.28811909e-04
    9.62267222e-07   6.68854220e-04   1.37997984e-06   3.33925345e-06
    9.98865604e-01   1.21186582e-04]
 [  4.67104610e-06   1.33994501e-04   9.98935759e-01   8.93684803e-04
    2.36282801e-07   1.95223561e-06   5.04167792e-06   1.90152934e-06
    2.29009220e-05   3.18428750e-09]
 [  1.29615003e-08   6.52759957e-10   8.88737439e-09   6.54349961e-08
    9.99890447e-01   2.84281805e-06   1.64464510e-07   4.54742212e-06
    1.16482795e-06   1.00698227e-04]
 [  2.62300364e-06   1.69023406e-06   2.45324206e-02   2.86416995e-04
    3.85704375e-08   3.18204656e-07   1.12791854e-09   9.75124419e-01
    2.28308613e-06   4.97845285e-05]
 [  5.56187297e-04   6.05231943e-03   1.53480179e-03   5.19143045e-01
    1.14099757e-05   3.79891217e-01   3.27413591e-06   8.20534900e-02
    6.60669932e-04   1.00936629e-02]
 [  7.23957285e-08   8.82453151e-06   9.99002635e-01   6.80449826e-04
    2.70085709e-09   4.24879800e-05   4.12127434e-07   2.64821574e-04
    2.52192621e-07   1.40422909e-08]
 [  2.42500775e-08   1.79424078e-05   8.57904495e-04   3.87845375e-03
    1.46456046e-07   5.16302907e-06   5.81213966e-10   9.94879842e-01
    1.22717058e-04   2.37835382e-04]
 [  3.89816618e-04   2.38312379e-04   7.00344622e-01   2.07975712e-02
    2.39978194e-01   1.11755468e-02   1.10007625e-03   8.68925345e-05
    2.14083400e-02   4.48049977e-03]
 [  3.95354436e-04   1.76461799e-05   1.00885693e-03   2.70313612e-05
    1.27774745e-03   8.22001777e-04   9.94670689e-01   1.95757934e-06
    1.68067147e-03   9.79657780e-05]
 [  7.33691216e-01   4.77488182e-04   5.33098634e-03   4.35148180e-02
    1.26619243e-05   1.30905226e-01   2.52131547e-04   5.72321564e-02
    2.72511803e-02   1.33214553e-03]
 [  3.28647872e-07   4.54310884e-06   9.99228716e-01   7.22917146e-04
    1.18225685e-09   5.20457093e-07   4.52186768e-08   3.27260125e-07
    4.26111474e-05   2.13421973e-08]
 [  2.51403435e-06   2.31152691e-04   2.04420183e-03   9.91263390e-01
    3.89823654e-05   4.81644151e-04   2.70747506e-07   2.64963674e-05
    5.82008855e-03   9.12539763e-05]
 [  9.51139780e-04   2.73964542e-06   1.26055666e-05   5.12456238e-01
    2.68412305e-06   4.58051741e-01   5.31102501e-07   9.16711142e-05
    2.32770643e-03   2.61028968e-02]]
INFO:tensorflow:probabilities = [[  1.69818312e-01   1.87074795e-06   3.08856345e-03   1.02887524e-03
    1.46931618e-01   6.12413064e-02   5.09812050e-02   7.13952410e-04
    2.87469141e-02   5.37447393e-01]
 [  8.41522217e-03   2.00311909e-03   2.98899561e-02   4.77342261e-03
    8.51807534e-04   2.08814512e-03   8.75082100e-04   5.59804204e-04
    9.31163073e-01   1.93804055e-02]
 [  4.63325159e-06   1.20691892e-08   3.96767018e-06   8.16756394e-04
    9.86188934e-06   9.97423410e-01   2.22851391e-04   6.83897472e-09
    1.49235444e-03   2.61935438e-05]
 [  5.24079987e-05   1.44673875e-04   1.48855138e-03   1.54016361e-05
    9.69239414e-01   1.54536404e-02   2.66030896e-03   2.10276642e-03
    6.49079308e-03   2.35201605e-03]
 [  2.37196989e-04   1.80589559e-04   1.60722435e-03   9.55950916e-01
    6.16185753e-06   1.48555879e-02   1.10559063e-06   7.75134686e-06
    2.69017778e-02   2.51638121e-04]
 [  9.99797165e-01   5.70811309e-09   1.54597565e-05   2.00717087e-09
    6.25094216e-08   1.04708102e-04   8.18131593e-05   4.94739290e-08
    6.75450792e-07   3.32780514e-09]
 [  3.82775670e-06   4.49125565e-07   2.77730633e-05   5.54273981e-07
    9.47560911e-05   1.00036905e-05   9.99859452e-01   2.70926073e-08
    3.25991505e-06   5.62494549e-08]
 [  2.28316203e-05   9.97226298e-01   1.80880947e-04   2.78102059e-04
    2.68050499e-04   1.12509797e-05   9.07428985e-05   1.55339745e-04
    1.72998186e-03   3.64070729e-05]
 [  3.31618381e-03   4.25907565e-05   4.17014409e-04   9.67562497e-01
    3.08100334e-06   2.71171015e-02   5.91378921e-05   2.85439614e-06
    7.19542324e-04   7.60029186e-04]
 [  2.24863019e-04   9.33785498e-01   4.97615337e-03   1.01423860e-02
    5.57930535e-03   9.80683602e-03   2.00167065e-03   2.26458465e-03
    2.86591444e-02   2.55952985e-03]
 [  5.99712348e-06   9.96329725e-01   7.41844851e-05   3.50976843e-05
    3.39352155e-05   8.50866709e-05   5.07590958e-05   8.33164959e-05
    3.27244680e-03   2.96050039e-05]
 [  3.22899577e-05   9.94585574e-01   2.38626191e-04   4.68650571e-04
    3.78516452e-05   2.77872110e-04   1.22052108e-04   3.99837125e-04
    3.65174678e-03   1.85556084e-04]
 [  1.68634666e-04   1.59275500e-04   5.88077260e-03   9.92029428e-01
    2.72477591e-05   1.57049217e-03   7.16068171e-05   4.83906831e-07
    6.26482433e-05   2.92888617e-05]
 [  5.51713401e-06   6.39417294e-06   2.81527085e-04   9.85008836e-01
    6.96299907e-08   1.46085257e-02   7.06918328e-08   4.82553014e-06
    3.96906471e-05   4.44701545e-05]
 [  3.40340222e-04   9.83974516e-01   4.38334979e-03   8.69580894e-04
    3.27116973e-03   2.90397351e-04   1.06593024e-03   1.95452687e-03
    3.68220918e-03   1.68099359e-04]
 [  9.39800143e-01   3.34840763e-07   3.78391589e-03   1.59907225e-03
    5.35463005e-05   1.16232572e-04   2.44528812e-04   7.40349700e-04
    2.38675438e-03   5.12751974e-02]
 [  1.18294587e-07   1.10049259e-08   6.20207800e-07   1.36483909e-08
    9.99503970e-01   2.28113072e-06   2.91670381e-06   3.84565283e-06
    1.74454431e-06   4.84551507e-04]
 [  5.40726360e-05   9.12349729e-04   9.45581496e-01   1.70017360e-03
    7.80546259e-07   9.11192765e-05   8.62682646e-05   7.70526549e-06
    5.15639633e-02   2.22289509e-06]
 [  8.10959755e-05   3.16164107e-04   1.56947542e-02   9.92437731e-03
    8.30873760e-05   1.78927009e-03   1.59157898e-05   1.19760667e-03
    9.70315099e-01   5.82667766e-04]
 [  5.18102570e-05   1.95211243e-08   7.12380552e-06   1.97152508e-06
    1.19618060e-04   2.25089880e-05   2.00794119e-07   8.95537063e-03
    3.05015565e-04   9.90536392e-01]
 [  2.06156778e-06   7.36552814e-04   6.84189785e-04   9.97541666e-01
    1.11463469e-05   5.91265911e-04   2.05863557e-07   9.85804145e-05
    1.17423042e-04   2.16915505e-04]
 [  3.72848774e-08   1.12466630e-07   4.04155389e-06   9.99938130e-01
    9.26972845e-08   4.17970623e-05   2.41751869e-10   4.78234412e-08
    1.06549223e-05   5.16600812e-06]
 [  2.85490444e-07   8.17988839e-05   4.27175051e-04   9.98965144e-01
    3.17355671e-06   2.20285685e-04   1.94984591e-06   5.85190946e-07
    2.98424799e-04   1.24560427e-06]
 [  2.87759962e-04   7.54289786e-09   9.97858703e-01   1.28391245e-03
    4.40228177e-07   3.84998685e-07   8.27974691e-06   3.38402447e-06
    5.55194682e-04   2.00204090e-06]
 [  1.55015914e-05   3.33755384e-06   1.14487520e-04   1.13901835e-04
    1.33604044e-05   1.11108657e-03   3.49067341e-05   1.37168414e-07
    9.98548567e-01   4.46010272e-05]
 [  3.87863838e-06   5.42356400e-04   3.57171327e-01   2.41271660e-01
    1.52987707e-02   3.20822641e-04   2.18570476e-05   3.72031838e-01
    4.60049277e-03   8.73706397e-03]
 [  4.35496186e-04   2.01768731e-03   9.39734236e-05   1.01978215e-03
    1.40444608e-04   1.32815931e-02   9.79554951e-01   5.98419638e-06
    3.37111414e-03   7.90256381e-05]
 [  1.23127063e-06   1.44974867e-04   9.99225855e-01   9.92915302e-05
    2.10434649e-04   6.96288816e-06   2.95361126e-04   1.02408658e-05
    4.82873565e-06   7.38226674e-07]
 [  2.71188881e-04   2.19385693e-05   1.78296214e-05   1.04930099e-04
    3.87998996e-04   1.20111916e-03   1.75989413e-07   9.31909740e-01
    3.36507539e-04   6.57485574e-02]
 [  2.23855511e-03   6.13641664e-02   3.69325168e-02   7.10618079e-01
    4.40341773e-06   1.13011993e-01   9.38453304e-05   1.05710805e-03
    7.37857446e-02   8.93498131e-04]
 [  7.56206049e-04   6.88709435e-04   2.15116870e-02   9.74831939e-01
    4.19434052e-08   2.12570932e-03   5.92313654e-06   4.74988628e-05
    2.38044977e-05   8.47799038e-06]
 [  5.28045632e-02   2.97728839e-04   9.33417752e-02   4.17331001e-03
    6.75151348e-02   8.97693727e-03   7.51283288e-01   1.60582876e-03
    1.71071477e-02   2.89443368e-03]
 [  8.88310478e-06   3.97339306e-07   5.35097672e-04   4.57692124e-07
    1.54724999e-04   5.92042925e-05   9.99232292e-01   2.40295748e-07
    8.09294215e-06   6.18634147e-07]
 [  5.89326955e-04   7.76410755e-03   3.46590579e-02   9.01656568e-01
    1.57252343e-05   5.17498218e-02   3.77088320e-04   7.47317681e-04
    9.97249153e-04   1.44372112e-03]
 [  4.65628895e-04   1.86542471e-04   8.55980092e-04   3.71412862e-05
    2.11812079e-01   3.45971659e-02   3.45489563e-04   2.87391227e-02
    7.07192600e-01   1.57682933e-02]
 [  2.27643450e-05   7.17595867e-08   5.99263672e-07   8.51981804e-06
    4.56140900e-04   4.62849930e-05   1.06480611e-08   9.70660686e-01
    5.27699513e-06   2.87996028e-02]
 [  8.08536133e-04   4.61437769e-04   5.02958847e-03   6.26227036e-02
    4.39811323e-04   1.33305453e-02   2.13168852e-04   2.09240625e-06
    9.15327013e-01   1.76506583e-03]
 [  6.02657237e-05   6.43727844e-07   1.96605746e-04   1.55106761e-07
    9.83532906e-01   4.09941562e-03   1.91884421e-04   2.85771070e-03
    1.57855242e-03   7.48170214e-03]
 [  1.27382649e-04   9.88276303e-01   2.78110988e-03   5.48524491e-04
    2.09008972e-03   2.07078978e-04   7.51652988e-04   1.72418437e-03
    3.20925890e-03   2.84362381e-04]
 [  2.26701911e-08   2.33581976e-09   4.00085867e-07   2.20579022e-06
    3.04051007e-09   2.62301540e-08   2.44507279e-12   9.99992251e-01
    1.27601218e-08   5.09314759e-06]
 [  2.29885495e-06   5.89679505e-09   1.51889969e-06   2.93142162e-04
    4.90295588e-06   9.99103487e-01   8.55607922e-08   1.19143988e-06
    4.91887564e-04   1.01414131e-04]
 [  4.55235038e-03   1.07340480e-03   4.59021004e-03   8.56886059e-03
    1.24866426e-01   3.99778076e-02   1.68232759e-03   7.24823400e-02
    2.06440948e-02   7.21562207e-01]
 [  2.67870860e-06   3.47158348e-05   5.79603147e-05   4.38248844e-06
    9.98703480e-01   3.40211300e-05   1.45288868e-04   5.16832406e-05
    4.45808546e-05   9.21265164e-04]
 [  1.13525130e-05   1.33335305e-07   2.14952502e-06   2.44392031e-05
    1.59524276e-03   3.29316885e-04   2.45384467e-06   2.16065533e-03
    4.92949155e-04   9.95381355e-01]
 [  2.33029169e-08   1.14012380e-07   9.73877974e-08   8.09099933e-04
    2.98106855e-08   9.99030352e-01   1.50257009e-07   6.03434386e-11
    1.59891701e-04   2.37547681e-07]
 [  9.02793370e-03   3.38566751e-04   3.82289197e-03   2.50337238e-04
    1.53142470e-03   2.24109679e-01   7.47757912e-01   9.86648320e-06
    1.17942020e-02   1.35717797e-03]
 [  7.04734726e-03   5.77812934e-05   1.10781984e-03   2.67285795e-04
    3.52189690e-01   2.83664744e-02   7.43143167e-03   1.18962983e-02
    6.93095550e-02   5.22326291e-01]
 [  7.19530566e-04   3.44627151e-05   8.32020864e-03   3.46047091e-06
    9.65357244e-01   2.49436474e-04   2.49347240e-02   1.14459835e-04
    1.40198608e-04   1.26112762e-04]
 [  4.61825877e-02   2.65041192e-04   3.64200474e-04   6.30177907e-04
    1.50101318e-04   5.77743649e-01   3.64203751e-01   3.42225358e-05
    1.03527633e-02   7.34979985e-05]
 [  4.62357804e-07   1.58582964e-06   3.50033661e-05   6.01235311e-04
    4.26030718e-03   2.05424862e-04   1.00577097e-07   2.15827138e-03
    1.43249883e-04   9.92594302e-01]
 [  7.86979456e-07   9.98918653e-01   7.66373778e-05   7.24131591e-04
    5.68925952e-06   9.28139070e-06   7.02232319e-06   1.96529218e-05
    2.24580755e-04   1.34917163e-05]
 [  3.58975085e-05   1.72916759e-06   6.36994082e-05   1.28271631e-06
    2.32775055e-04   1.49868574e-05   9.99633431e-01   4.65838497e-08
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    1.33387512e-03   6.17577182e-03]
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    3.54139833e-03   3.49551649e-03]
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    6.77218793e-07   2.53378403e-05   3.34984325e-05   1.23410291e-06
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 [  4.90729185e-03   2.16590274e-06   5.32779051e-03   8.82409893e-07
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 [  1.06157913e-05   2.14549200e-05   9.98398125e-01   1.53254799e-03
    1.15561431e-06   1.17139712e-06   4.38296229e-06   1.96437286e-05
    1.01155438e-05   7.22391633e-07]
 [  5.65404116e-05   7.06279124e-08   8.10130769e-06   3.94556673e-06
    9.47669242e-03   4.65991525e-06   2.46977294e-07   3.77190695e-03
    2.42741356e-04   9.86435175e-01]
 [  1.34270504e-05   2.90139942e-05   2.29284046e-06   1.43539164e-05
    7.27981533e-05   1.03893154e-03   3.52440850e-08   9.68590736e-01
    9.54330899e-05   3.01429927e-02]
 [  2.04008338e-05   9.95797038e-01   2.05640448e-04   1.20374851e-03
    4.90141610e-05   2.57408508e-04   2.89686897e-04   2.58068085e-05
    2.14037416e-03   1.10298224e-05]
 [  6.72068836e-06   1.24752914e-04   7.78697267e-06   4.48844861e-03
    4.74215412e-05   9.93625402e-01   5.48123440e-04   8.85262281e-08
    5.90858574e-04   5.60446410e-04]]
INFO:tensorflow:global_step/sec: 157.275
INFO:tensorflow:loss = 0.135206, step = 16401
INFO:tensorflow:probabilities = [[  5.00515489e-06   1.00585271e-03   9.95387018e-01   2.47989711e-03
    1.47859147e-08   3.41387681e-06   8.71773125e-08   5.11830331e-05
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    4.17014999e-05   3.49208165e-07]
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    7.26501685e-06   2.23133824e-07]
 [  2.60220887e-03   8.88659120e-01   4.21003997e-03   4.59754700e-03
    1.78309958e-04   1.74714217e-03   4.68836690e-04   6.41665561e-03
    8.91323313e-02   1.98780047e-03]
 [  3.08799872e-06   1.76407993e-05   1.64398971e-05   9.97486472e-01
    3.35209961e-06   1.92804588e-03   1.47340273e-07   2.72735264e-07
    1.22000900e-04   4.22549463e-04]
 [  9.75786475e-04   3.44484943e-05   8.90888114e-05   9.84368265e-01
    6.42133784e-07   1.09444372e-02   2.28288982e-07   1.05003121e-04
    3.77024582e-04   3.10511212e-03]
 [  2.42959754e-06   6.67114506e-08   1.99028713e-04   3.48212052e-04
    4.23813118e-09   5.06511151e-06   8.84054462e-12   9.99186814e-01
    5.74605963e-07   2.57753971e-04]
 [  1.27581559e-04   1.02931590e-04   9.65356478e-04   9.88617480e-01
    7.86395161e-04   7.65723316e-03   1.41693410e-04   2.65114022e-06
    8.16498534e-04   7.82269577e-04]
 [  3.90622336e-05   1.54122354e-05   1.54517431e-04   2.48094351e-04
    9.32193220e-01   3.63915227e-04   4.28549596e-04   1.93599160e-04
    4.63208044e-03   6.17316887e-02]
 [  2.63834576e-04   6.96867526e-01   2.79995322e-04   9.96947347e-05
    1.56694718e-04   1.15466748e-04   2.87488699e-01   2.51727238e-06
    1.47240534e-02   1.69523400e-06]
 [  3.18791535e-05   2.05286639e-03   3.76603380e-03   2.17649430e-01
    4.42547171e-05   6.76805648e-05   9.95470509e-06   8.87914211e-05
    7.76217699e-01   7.14421913e-05]
 [  1.04896659e-04   1.69060379e-02   1.86060148e-04   3.20758112e-03
    1.09842373e-03   9.46144923e-04   9.75472033e-01   3.29701379e-07
    1.94795907e-03   1.30505796e-04]
 [  1.45203702e-03   2.86637398e-04   4.89200326e-03   5.16360067e-03
    2.25666333e-02   9.54067290e-01   2.11205892e-03   4.84620221e-03
    1.44671474e-03   3.16695985e-03]
 [  1.32931609e-06   7.65645439e-07   1.93406522e-05   9.96781468e-01
    8.06442380e-09   1.33304403e-03   2.64216959e-09   6.40285361e-05
    1.02371001e-03   7.76412489e-04]
 [  5.22640476e-04   9.92205560e-01   8.39420682e-05   4.96723806e-04
    2.49263016e-04   7.76024099e-05   8.43546222e-05   2.07870197e-03
    2.44576158e-03   1.75540673e-03]
 [  1.08841597e-03   9.23864126e-01   1.46033922e-02   1.23199727e-02
    1.94218643e-02   2.87247414e-04   1.23433524e-03   2.28840876e-02
    2.15054979e-03   2.14586360e-03]
 [  5.15235697e-05   3.80057390e-05   6.05071075e-02   7.95414269e-01
    1.71177908e-05   3.88781686e-04   3.27488601e-06   9.66100139e-04
    1.42379984e-01   2.33751110e-04]
 [  7.56367372e-05   6.84747333e-03   6.43407600e-03   6.51933672e-03
    1.78909497e-04   1.18555152e-04   4.15332488e-06   9.76693690e-01
    7.99051952e-04   2.32913136e-03]
 [  1.44762464e-06   1.59387616e-06   5.02929925e-06   1.47899555e-05
    5.86003750e-07   6.35513834e-06   3.78926390e-10   9.99890089e-01
    4.78354241e-06   7.53507265e-05]
 [  7.26732105e-05   1.74905907e-07   4.44845864e-06   1.13456321e-04
    2.94143547e-06   3.40746192e-06   2.33057884e-09   9.99296904e-01
    4.31382141e-05   4.62774857e-04]
 [  7.95208965e-04   1.95344433e-06   3.10048417e-05   9.69230405e-06
    3.29420982e-05   2.56228726e-04   9.98860598e-01   2.34459932e-07
    1.13678516e-05   8.42865688e-07]
 [  4.73777163e-06   1.14345667e-05   4.92564823e-06   5.52970334e-07
    9.99784887e-01   4.24255586e-06   3.67610191e-05   5.35925301e-06
    7.71120758e-05   7.00068122e-05]
 [  5.02996668e-02   2.82962173e-01   7.39373714e-02   3.68989319e-01
    1.40326004e-03   1.79074295e-02   2.88397330e-03   9.44891386e-03
    1.84364110e-01   7.80383544e-03]
 [  4.49609615e-07   2.56591971e-04   9.30094700e-07   1.01197581e-03
    1.57612501e-08   9.98593509e-01   2.14578176e-06   3.72020104e-08
    1.34299058e-04   1.21936040e-07]
 [  6.19533937e-04   3.38722639e-05   2.74721009e-04   2.15054043e-02
    1.27717731e-05   5.89373382e-03   1.09833400e-05   4.64125187e-05
    9.65668440e-01   5.93413832e-03]
 [  1.46403792e-04   9.94711280e-01   8.40023044e-04   7.21764110e-04
    1.30329528e-04   1.54570138e-04   8.19484761e-04   3.03180452e-04
    2.13903957e-03   3.38275968e-05]
 [  1.41664146e-04   4.80477582e-04   8.64241301e-05   4.86514211e-04
    1.53095147e-03   9.95190263e-01   4.34904709e-04   9.88498869e-05
    1.30917865e-03   2.40834997e-04]
 [  1.01881585e-06   1.15490174e-07   8.45283864e-07   9.38220452e-08
    9.99587834e-01   4.92827621e-06   2.92781799e-04   1.88831063e-06
    4.29543943e-05   6.77099015e-05]
 [  9.96235788e-01   2.25528439e-07   7.22417550e-04   4.61523799e-04
    2.78329710e-04   1.35062623e-03   1.25349819e-04   3.55303957e-04
    1.03712511e-04   3.66704568e-04]
 [  3.83120869e-06   2.15421309e-07   5.75446611e-05   3.30423427e-05
    2.81493101e-07   3.86468628e-06   1.81663473e-09   9.99879599e-01
    1.03839113e-06   2.05001470e-05]
 [  6.43240219e-06   7.07926374e-05   4.27369923e-05   1.46525679e-03
    9.61659551e-01   1.64847603e-04   1.00490623e-04   1.84760313e-03
    5.87361399e-04   3.40548232e-02]
 [  9.18851438e-05   9.97059643e-01   3.16245976e-04   4.53575747e-04
    2.76015799e-05   9.23452826e-05   7.64177181e-04   8.67205963e-05
    1.05563726e-03   5.21553375e-05]
 [  1.91515519e-05   4.80821516e-09   1.51816685e-05   1.21746204e-08
    9.99480307e-01   3.70551534e-05   2.20077491e-04   6.54927135e-05
    2.27783894e-05   1.39959287e-04]
 [  4.48423407e-06   6.31160688e-08   1.78519758e-06   9.16533281e-07
    9.99335110e-01   1.21234072e-04   6.18207923e-06   5.67998359e-06
    2.00012655e-05   5.04435739e-04]
 [  3.50381583e-06   1.71718023e-06   1.64356854e-04   1.63630012e-03
    6.88735303e-03   1.07885659e-04   7.99931115e-07   2.57360213e-03
    3.26784095e-04   9.88297760e-01]
 [  8.77772036e-05   5.39547436e-05   5.52152051e-04   2.87092407e-04
    9.05491412e-01   3.38362739e-03   5.95933350e-04   4.78754606e-04
    2.90378521e-04   8.87790471e-02]
 [  2.98355303e-06   1.06620591e-05   7.57741873e-07   8.05768723e-05
    6.72522187e-02   4.49211511e-05   1.61820424e-07   3.09169036e-03
    5.59767614e-05   9.29460108e-01]
 [  6.78452547e-04   5.32113540e-04   5.91018330e-03   1.80438554e-04
    3.85761494e-03   2.34229118e-03   9.83398318e-01   3.31095475e-06
    3.05334944e-03   4.39051037e-05]
 [  2.20126276e-06   1.29478212e-05   3.06095935e-05   9.99022365e-01
    3.45385365e-06   4.00741585e-04   6.15583247e-08   7.10431368e-06
    4.70353029e-04   5.01639515e-05]
 [  9.98432696e-01   4.43352057e-08   4.65274847e-04   3.72313749e-04
    1.05882703e-09   6.77701435e-04   3.21758222e-07   3.23519293e-06
    1.96123801e-05   2.88357569e-05]
 [  3.47283960e-04   6.90996558e-06   8.24080780e-05   2.78091320e-05
    4.77890171e-05   2.96483369e-04   9.99181688e-01   2.95273122e-08
    9.09572009e-06   5.72293573e-07]
 [  3.46166524e-03   4.10021283e-03   1.45700062e-03   8.80813226e-03
    8.95691849e-03   1.58299208e-02   2.41397433e-02   9.42718762e-05
    8.77618611e-01   5.55335432e-02]
 [  4.07520673e-07   7.62729615e-05   2.13173870e-03   9.07625675e-01
    1.64581540e-08   7.87231038e-05   7.30482252e-09   4.97958763e-06
    9.00622159e-02   1.99025908e-05]
 [  9.98576522e-01   6.69507699e-07   2.67022464e-04   7.25947175e-05
    7.36037236e-07   4.02199885e-06   7.35566078e-04   3.61781815e-07
    3.31509247e-04   1.09400407e-05]
 [  2.65017647e-04   6.86261410e-05   1.77027730e-04   6.80603145e-04
    1.13914981e-01   7.38739502e-03   9.06381829e-05   8.94072989e-04
    2.73444038e-03   8.73787224e-01]
 [  1.37725777e-07   5.60470781e-08   1.51325605e-06   6.75848651e-06
    9.86902118e-01   5.26333170e-05   1.34759387e-06   5.83401052e-05
    1.32053523e-04   1.28451595e-02]
 [  3.56270648e-05   4.13918373e-04   9.80338335e-01   1.72701441e-02
    1.73774155e-04   2.92044773e-04   5.73993369e-04   1.40371121e-04
    6.87748427e-04   7.40272008e-05]
 [  5.06482536e-07   2.44586449e-08   1.27600828e-07   1.31706520e-06
    3.52592302e-08   2.35929676e-07   5.42359343e-12   9.99884844e-01
    3.61556012e-08   1.12931324e-04]
 [  3.08625232e-07   4.56989328e-05   8.63672612e-05   9.99225259e-01
    1.08701768e-08   3.61783372e-04   3.73472853e-09   1.55175934e-04
    8.35882893e-05   4.17971933e-05]
 [  1.68348823e-04   1.38669348e-04   4.26121848e-03   7.42374919e-04
    2.94325655e-05   1.11248548e-04   1.66804891e-03   1.67390021e-06
    9.92700517e-01   1.78467744e-04]
 [  7.47963966e-08   5.51413336e-07   4.06496227e-04   9.74069178e-01
    6.79877772e-08   1.78010814e-04   9.17667276e-10   1.81861222e-03
    1.46066202e-02   8.92033614e-03]
 [  9.99958754e-01   7.92010546e-09   9.45709871e-06   4.67044345e-07
    5.90738694e-08   1.56167644e-05   1.42758854e-05   4.37091643e-07
    6.99882094e-07   2.10508560e-07]
 [  2.00973518e-05   9.95203853e-01   2.00004797e-04   7.05907354e-04
    5.20902468e-05   2.81381392e-04   1.72446808e-03   6.51912478e-06
    1.79137953e-03   1.42692161e-05]
 [  1.92143884e-03   2.58066109e-04   9.69037693e-03   3.70859139e-04
    6.70235883e-03   7.24632153e-03   9.73191023e-01   6.97178984e-05
    4.97277244e-04   5.25905634e-05]
 [  4.11781584e-05   9.87893760e-01   4.10578505e-04   6.14107412e-04
    2.77925923e-04   1.21920428e-04   1.65588310e-04   1.36309757e-03
    8.74093268e-03   3.70810973e-04]
 [  1.99092920e-05   9.96968687e-01   2.85623304e-04   8.86551352e-05
    1.09890170e-04   5.71918281e-05   3.59875179e-04   1.64659272e-04
    1.91257463e-03   3.29283721e-05]
 [  1.43001511e-04   3.76255214e-02   2.56106332e-02   8.41163397e-02
    8.30246972e-06   1.66204845e-04   2.48935777e-07   8.47750664e-01
    2.90356111e-03   1.67556258e-03]
 [  9.99879837e-01   3.16125082e-09   5.24985307e-06   3.02611625e-05
    2.83368511e-08   4.57688366e-05   5.53718905e-07   2.69076500e-05
    1.21259086e-06   1.01701589e-05]
 [  1.12847010e-06   1.06096792e-07   1.80675113e-03   3.14987788e-04
    3.30755574e-05   5.51856238e-06   1.68964320e-07   9.96477783e-01
    2.29485231e-04   1.13102747e-03]
 [  9.99880433e-01   8.57231974e-09   9.65567688e-06   3.93491655e-06
    8.36004954e-09   9.56349759e-05   5.80081223e-06   2.63613657e-07
    8.51093318e-07   3.44360956e-06]
 [  3.06552683e-05   9.98699784e-01   2.48590921e-04   5.66634226e-05
    7.28950763e-05   1.43971583e-05   1.01107544e-04   2.50298210e-04
    4.90928127e-04   3.48144058e-05]
 [  5.02035327e-05   9.98182416e-01   1.52550187e-04   3.81052465e-04
    9.62318372e-05   9.74409977e-06   2.87894309e-05   7.98896537e-04
    2.27102573e-04   7.28928935e-05]
 [  2.94633373e-03   4.78545019e-07   1.23296821e-04   8.11274219e-07
    6.34274911e-03   7.54689798e-04   9.89663064e-01   8.97953432e-05
    1.00461193e-05   6.87870561e-05]
 [  8.57545761e-04   2.29776251e-05   6.06306567e-05   1.69574210e-04
    4.08861972e-03   2.69753579e-02   9.57412183e-01   9.94038714e-07
    1.03430348e-02   6.90075613e-05]
 [  9.47581270e-07   7.51454942e-03   4.03801585e-03   7.64167905e-02
    1.07475230e-03   7.12537766e-03   1.49334955e-05   6.81641817e-01
    3.74397784e-02   1.84732988e-01]
 [  6.52765402e-06   1.28844633e-07   1.72076514e-04   9.96586680e-01
    9.67464242e-09   8.17048131e-05   2.56014854e-09   9.00186351e-05
    2.43346044e-03   6.29373069e-04]
 [  4.93600710e-05   2.79073283e-05   9.95243609e-01   7.00386183e-04
    5.30667648e-06   4.45233297e-07   1.23094389e-04   6.65069194e-07
    3.83123732e-03   1.79736344e-05]
 [  1.15892653e-04   1.17558144e-10   6.78150798e-08   2.04476455e-05
    1.43674333e-04   4.18149459e-04   7.11677650e-09   9.59246755e-01
    2.58174405e-04   3.97968628e-02]
 [  1.99119313e-05   3.86233405e-05   2.21006339e-05   2.67812400e-04
    1.86645016e-02   8.77340324e-04   1.24838689e-05   1.74411840e-03
    1.42709783e-03   9.76926029e-01]
 [  5.66119161e-05   9.95951414e-01   6.74637035e-04   7.97410961e-04
    5.41361806e-04   9.09820301e-05   5.54158876e-04   6.35955541e-04
    6.24353066e-04   7.31090404e-05]
 [  5.06149299e-05   9.81176709e-06   4.55706177e-05   8.74878690e-02
    1.70884060e-03   8.21736217e-01   1.29149572e-04   6.95916824e-04
    2.92686839e-02   5.88673949e-02]
 [  1.49563239e-05   9.93297279e-01   4.69662598e-04   4.54697805e-03
    1.81375581e-04   5.05021962e-05   1.38460455e-04   4.66585974e-04
    4.79831506e-04   3.54559830e-04]
 [  1.56948687e-07   4.24607283e-09   4.43894066e-07   4.16858725e-09
    9.99988556e-01   3.13868782e-07   6.22261086e-06   3.77025628e-07
    1.15828334e-06   2.77173058e-06]]
INFO:tensorflow:probabilities = [[  1.93998785e-05   6.20018000e-07   6.45030980e-07   2.16670451e-04
    1.45641879e-05   9.99474466e-01   4.84911379e-06   4.42586582e-07
    1.45435144e-04   1.22820493e-04]
 [  1.48814852e-05   9.14515476e-06   8.12178187e-05   4.91499552e-04
    6.32430287e-03   2.85876362e-04   2.67858832e-05   7.60495022e-04
    6.58028712e-03   9.85425472e-01]
 [  1.50559092e-04   3.25185283e-06   9.87122416e-01   4.74378653e-03
    7.75321212e-04   1.12564931e-05   4.31827830e-05   5.91840886e-04
    2.06354703e-03   4.49476764e-03]
 [  7.14415582e-05   4.61446825e-06   1.68150314e-03   3.45664948e-01
    2.30119782e-04   1.11332880e-02   1.88335744e-05   1.02698905e-04
    1.50693476e-01   4.90399092e-01]
 [  1.38022242e-05   3.59068196e-07   1.88342310e-05   2.26842349e-05
    5.52932592e-03   1.76852627e-05   1.71236607e-07   9.51586262e-05
    9.14370082e-03   9.85158265e-01]
 [  1.21545279e-04   1.39475596e-04   1.50716980e-03   4.24126047e-05
    9.88411605e-01   6.70308887e-04   7.75746489e-03   1.09541230e-04
    1.48319130e-04   1.09199632e-03]
 [  1.55185361e-03   2.61179783e-04   1.43930018e-02   8.78572580e-04
    8.38280994e-06   6.93748661e-05   1.46518169e-05   6.58918434e-05
    9.81994569e-01   7.62544805e-04]
 [  9.83001769e-01   3.99956189e-05   2.23342469e-03   1.32657343e-03
    7.74832733e-05   3.69762885e-04   1.91114552e-04   1.13005156e-03
    5.05276769e-03   6.57711457e-03]
 [  9.99975324e-01   1.96426139e-10   2.22387243e-05   1.09282325e-07
    6.80317980e-09   1.12863586e-06   9.65493882e-07   1.16484856e-07
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    5.31465688e-04   2.85647402e-04   1.73238425e-06   3.00877869e-01
    1.40399716e-04   6.97678804e-01]
 [  3.29453120e-04   9.71934676e-01   4.74837981e-03   3.56928934e-03
    1.47801463e-03   5.81702101e-04   2.54102843e-03   4.09715949e-03
    1.04704890e-02   2.49810750e-04]
 [  3.31960618e-05   1.01259863e-08   7.67604797e-05   7.12977317e-06
    2.11823635e-06   9.95536539e-05   9.00914802e-06   1.66054932e-07
    9.99605715e-01   1.66333499e-04]
 [  2.86002942e-05   5.46284627e-06   2.53326469e-03   5.36974333e-02
    4.18643351e-04   3.40895006e-03   3.52882148e-06   9.86822182e-04
    8.06108192e-02   8.58306408e-01]
 [  8.30353110e-06   8.52781596e-08   3.22311571e-05   1.15880002e-05
    1.28757627e-08   9.97036576e-01   6.97173937e-06   5.16622567e-09
    2.90386821e-03   3.83619778e-07]
 [  9.95592654e-01   6.64740264e-06   1.02827267e-03   3.44507207e-05
    1.88101549e-05   2.55591935e-03   4.83155221e-04   4.48766659e-05
    2.28813064e-04   6.38032543e-06]
 [  2.08446745e-05   6.35411852e-05   4.16873008e-05   9.63571947e-03
    1.28183570e-02   6.57323329e-03   5.17723720e-06   1.89904927e-03
    1.89381710e-03   9.67048585e-01]
 [  7.10990420e-03   1.13174890e-03   5.27252376e-01   8.10091496e-02
    5.22098329e-04   3.53682990e-04   5.74237747e-05   2.83831000e-01
    5.15842251e-03   9.35741216e-02]
 [  8.99753213e-01   2.35021595e-04   2.96649500e-03   1.08234084e-03
    6.75084244e-04   5.26230671e-02   3.12110689e-02   3.22612934e-04
    1.11006722e-02   3.04288351e-05]
 [  4.72714419e-06   5.49437709e-06   1.15474859e-05   1.11491208e-04
    6.22362737e-03   7.37996379e-05   6.95541260e-08   3.82688269e-02
    6.90896413e-04   9.54609513e-01]
 [  1.04185405e-04   1.27812847e-03   3.23737234e-01   6.61873538e-03
    1.46707408e-02   1.93320622e-03   2.43327027e-04   8.14825820e-04
    5.88488281e-01   6.21113256e-02]
 [  3.99718061e-04   8.67275332e-07   1.26875821e-05   1.96028814e-05
    4.00423334e-04   1.48761887e-04   3.20942718e-07   9.84698594e-01
    4.82301948e-05   1.42707825e-02]]
INFO:tensorflow:global_step/sec: 159.079
INFO:tensorflow:loss = 0.1578, step = 16501
INFO:tensorflow:probabilities = [[  1.85226928e-03   3.07776761e-04   1.65818608e-03   6.41612187e-02
    1.50912616e-03   5.77341020e-01   3.43390682e-04   9.07256792e-04
    2.92560995e-01   5.93588278e-02]
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    4.88760998e-04   5.86596216e-05]
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    1.08839863e-03   1.36455101e-05]
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    7.55507324e-04   1.04002436e-06]
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    9.98634517e-01   7.77320878e-04]
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    9.61473124e-05   1.19564356e-05]
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    5.49124570e-06   2.21585560e-06]
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    5.15145308e-04   2.70121262e-07]
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    7.00721890e-02   2.76967447e-04]
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    1.98245289e-05   2.61450950e-02]
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    5.32305876e-06   6.42471772e-04]
 [  4.06961626e-05   1.27007277e-03   3.19395065e-02   1.54571757e-02
    5.50687255e-05   1.90512203e-02   4.86637931e-03   8.51167570e-05
    9.27192688e-01   4.21072509e-05]
 [  9.73646911e-06   2.13976436e-05   3.06651276e-03   7.33131869e-03
    7.45226062e-05   7.37400074e-03   1.42983627e-04   7.91300045e-06
    9.81954336e-01   1.73718417e-05]
 [  8.78722174e-04   1.35416150e-04   1.84821074e-05   1.66356843e-02
    1.01353116e-05   9.81832623e-01   2.92480327e-05   2.58487300e-04
    5.43290844e-05   1.46875696e-04]
 [  9.96243358e-01   1.24563417e-06   7.02815130e-04   8.00662674e-05
    9.48691437e-08   2.77451030e-03   1.37897359e-05   1.35836322e-04
    3.70522721e-05   1.13022234e-05]
 [  9.22481716e-01   1.11683586e-03   2.02481803e-02   9.18565411e-03
    1.43861654e-03   6.12750836e-03   3.16014364e-02   1.44205138e-03
    5.08025335e-03   1.27785653e-03]
 [  1.14378108e-05   9.99120057e-01   1.02526072e-04   3.16145131e-04
    1.19004426e-05   1.58453747e-06   2.40799618e-05   1.82772128e-04
    2.07186793e-04   2.22540166e-05]
 [  4.92248660e-08   2.99658268e-07   9.99907613e-01   8.76631093e-05
    3.05928154e-08   1.62140623e-09   6.99939662e-09   3.78625305e-06
    5.10185259e-07   1.25018275e-07]
 [  6.46470362e-05   9.99259555e-06   1.65853460e-04   2.95443920e-06
    2.72301404e-04   3.74840129e-05   9.99045789e-01   6.25000098e-07
    3.92109912e-04   8.30288172e-06]
 [  2.76601710e-08   4.26592851e-06   1.37496352e-06   8.37120569e-06
    9.98953700e-01   1.71113134e-05   1.01942924e-05   1.99963499e-04
    1.02052305e-04   7.02878751e-04]
 [  8.62048864e-02   6.05873484e-03   2.30369329e-01   4.28617656e-01
    7.65423465e-04   1.68635999e-03   6.36857512e-05   1.28845289e-01
    2.37712684e-05   1.17364824e-01]
 [  2.89343693e-03   1.46905961e-03   1.28098356e-04   1.49340474e-03
    6.36930490e-05   9.77059603e-01   5.93356199e-05   1.24589517e-03
    1.52473571e-02   3.40089930e-04]
 [  1.38028304e-06   3.37783888e-07   1.09761970e-07   3.59129558e-06
    7.46992384e-07   1.51621398e-05   2.80463625e-10   9.94156122e-01
    2.44234525e-06   5.81998331e-03]
 [  1.32810837e-03   1.36474696e-07   1.21824278e-05   3.88588305e-05
    1.16649950e-04   1.52239329e-04   6.66964084e-08   9.78448510e-01
    1.46497085e-04   1.97567791e-02]
 [  2.92256853e-04   1.18333490e-04   1.40620419e-03   2.91754352e-03
    2.95384089e-05   7.07794970e-04   1.40248984e-03   5.63333924e-06
    9.92972374e-01   1.47811254e-04]
 [  1.65695825e-03   2.18875497e-03   1.63281094e-02   3.43797356e-02
    1.49859375e-06   1.48116989e-04   2.22581292e-07   9.24902320e-01
    4.00849106e-03   1.63857639e-02]
 [  8.74666439e-05   1.07420943e-04   8.06622338e-05   6.09203009e-04
    2.15162840e-02   3.17620055e-04   1.30196886e-05   2.71352887e-01
    1.14667322e-03   7.04768777e-01]
 [  5.54000417e-06   2.48763445e-06   1.60598829e-05   2.79260621e-05
    3.36505696e-02   1.49197804e-04   6.24183770e-07   3.67521844e-03
    2.36314116e-03   9.60109234e-01]
 [  4.93341824e-04   1.64296148e-06   5.47792006e-05   1.49008220e-05
    9.60112214e-01   1.89864848e-04   8.22966394e-04   3.05905560e-04
    4.84757111e-05   3.79558280e-02]
 [  8.58759377e-05   5.20684043e-05   4.62212956e-05   9.05148685e-02
    1.92131101e-05   4.75572830e-04   9.14866582e-09   8.59387293e-02
    1.20895453e-01   7.01972008e-01]
 [  9.89425063e-01   1.06044006e-07   1.70988438e-04   3.39087541e-03
    2.82312863e-06   6.37483690e-03   4.05514493e-06   8.86754060e-05
    2.42974696e-04   2.99415406e-04]
 [  9.99567568e-01   4.21351953e-10   1.01130126e-05   3.39378903e-06
    2.96887070e-10   4.06028674e-04   3.40532267e-07   1.64754442e-06
    2.54972815e-06   8.41406745e-06]
 [  1.62330816e-05   1.19583492e-04   9.95418906e-01   2.15856917e-03
    2.05660182e-08   1.90465897e-07   1.44321092e-07   1.54091367e-07
    2.28611520e-03   8.44623660e-09]
 [  4.00828611e-07   1.07875746e-06   4.39552939e-04   6.67618151e-05
    9.91675790e-08   5.06545111e-05   2.15296313e-06   2.50881769e-08
    9.99436200e-01   3.12812767e-06]
 [  9.58513677e-01   1.65501115e-05   1.75117124e-02   3.55636948e-05
    2.45863426e-04   3.72278409e-05   1.35532278e-03   4.38785937e-05
    2.12103557e-02   1.02980947e-03]
 [  9.21665446e-08   1.39660932e-08   2.27888691e-07   2.47020554e-03
    4.01402644e-09   9.97493386e-01   3.36071722e-08   2.02895603e-08
    2.00045815e-05   1.61497937e-05]
 [  6.65378117e-04   1.56131922e-03   9.26578224e-01   1.46300150e-02
    1.85728853e-03   5.41581167e-03   3.94638570e-04   1.25282459e-04
    3.91280055e-02   9.64409579e-03]
 [  6.53781891e-02   1.75929159e-07   1.38644600e-05   4.37688985e-04
    8.38011147e-06   1.14116049e-03   2.08043446e-07   8.50682497e-01
    3.23384756e-06   8.23346004e-02]
 [  1.28878877e-04   1.06444286e-05   2.86565391e-05   1.87894842e-03
    5.63119305e-04   9.88053620e-01   2.86004506e-04   8.45031354e-06
    5.97394283e-05   8.98196548e-03]
 [  3.57085140e-04   6.36008452e-04   9.76620317e-01   1.87173132e-02
    1.20417255e-07   1.39207998e-03   1.95090943e-05   6.88112232e-06
    2.17609410e-03   7.46177320e-05]
 [  7.55368637e-06   9.48727175e-05   7.09535554e-04   1.07580889e-02
    2.22074050e-07   8.43724556e-05   2.60027715e-08   9.82875764e-01
    1.29629392e-04   5.33995591e-03]
 [  2.23363213e-06   2.07037431e-07   2.59197918e-07   9.15249984e-07
    9.98560369e-01   1.70964722e-05   1.24807111e-05   2.67449213e-05
    6.38293393e-04   7.41377648e-04]
 [  1.63089544e-06   3.60811009e-06   3.94262534e-05   9.99673247e-01
    4.28281879e-07   7.86950841e-05   2.72490315e-08   2.39201418e-05
    9.58163509e-05   8.32094593e-05]
 [  4.26818872e-07   8.74499801e-06   5.50704135e-05   9.99714196e-01
    3.54583527e-08   1.20218901e-04   8.78734507e-09   3.24314271e-07
    7.96252862e-05   2.12987452e-05]]
INFO:tensorflow:probabilities = [[  1.12478927e-04   5.81758562e-04   3.17703452e-05   1.10336230e-03
    3.41849541e-03   7.59883672e-02   7.87441850e-01   4.35577590e-07
    1.30190805e-01   1.13057205e-03]
 [  1.10465339e-06   5.38998961e-07   6.94400069e-06   5.57094427e-05
    1.74742968e-06   1.46151242e-05   4.40484493e-09   9.99237061e-01
    9.73272254e-05   5.85028029e-04]
 [  2.88549848e-02   1.15388168e-04   7.22257853e-01   1.42770827e-01
    4.34998859e-04   1.39208743e-02   2.74226512e-03   9.75663250e-04
    8.34986866e-02   4.42845374e-03]
 [  1.88795832e-06   5.92594188e-06   3.63028903e-06   3.35725218e-07
    9.99224067e-01   3.30797629e-04   4.34765825e-05   4.86944773e-05
    3.62153551e-05   3.04995658e-04]
 [  4.23678503e-05   1.57973001e-04   8.00353300e-04   9.97899055e-01
    3.53467669e-07   9.50763177e-04   1.17241268e-06   3.89351908e-06
    1.33699403e-04   1.03986222e-05]
 [  5.76550410e-05   4.34337062e-06   2.95801088e-03   1.27271313e-04
    9.78882134e-01   2.38350876e-05   1.79737480e-03   4.07112442e-04
    1.21826387e-03   1.45238787e-02]
 [  2.92821619e-06   9.98119652e-01   6.38193669e-05   1.26946042e-03
    1.34458402e-04   1.42356992e-04   6.08072623e-05   7.59787799e-05
    9.30364695e-05   3.75284872e-05]
 [  2.56093244e-05   1.20422623e-08   1.42512843e-04   1.54132449e-05
    5.77427727e-07   3.38135978e-05   1.68891836e-06   1.45426506e-08
    9.99760330e-01   2.00140130e-05]
 [  7.50505080e-08   2.14079350e-07   5.68079895e-06   1.05890740e-06
    9.97322977e-01   8.70168788e-06   2.05573997e-05   7.56866939e-06
    2.14464649e-06   2.63098953e-03]
 [  7.56185874e-03   9.29913003e-05   1.23397459e-03   1.04929060e-01
    8.60465661e-06   8.79972398e-01   6.47985144e-05   3.33794247e-04
    2.93366611e-03   2.86881858e-03]
 [  2.48415472e-05   3.20327700e-07   5.33000675e-05   3.26139489e-05
    2.08016881e-03   5.20948030e-04   6.11625808e-07   6.06368668e-02
    1.23609509e-03   9.35414255e-01]
 [  1.73084954e-05   3.16467481e-06   5.49173346e-05   1.56819478e-05
    6.18335798e-06   4.69623366e-04   4.23798010e-05   7.87436534e-07
    9.99379754e-01   1.00701081e-05]
 [  1.75405839e-05   2.17265315e-05   4.19279786e-05   3.04267131e-04
    9.92137730e-01   1.01085752e-03   6.13350858e-05   1.00525236e-03
    2.98072322e-04   5.10132359e-03]
 [  6.87851524e-03   9.89961717e-03   4.51519358e-04   8.40527937e-03
    6.67266704e-06   2.35105143e-03   3.40825807e-07   9.31150973e-01
    3.52960601e-02   5.56002092e-03]
 [  4.79119504e-03   2.58276821e-04   1.56086369e-03   3.98959470e-04
    1.89268958e-05   9.90830660e-01   3.57244688e-04   1.73798195e-04
    1.54455460e-03   6.54544347e-05]
 [  8.22111872e-07   4.71630074e-06   1.04539457e-03   9.96950448e-01
    9.25533215e-08   2.65405124e-05   1.29567823e-08   2.81871144e-06
    1.95892924e-03   1.02524218e-05]
 [  1.85867502e-05   5.12519181e-02   2.31636316e-01   6.14813864e-01
    1.91812680e-04   1.14725227e-03   1.13028455e-05   8.20075721e-02
    1.59151554e-02   3.00620636e-03]
 [  7.02798525e-06   7.67030815e-06   1.64643759e-04   1.10011861e-05
    3.20757274e-04   4.32719316e-05   9.97458518e-01   4.98764564e-07
    1.98496226e-03   1.83825830e-06]
 [  3.26379632e-06   6.42618375e-07   5.89854199e-06   7.66421863e-07
    5.67226438e-04   1.29841383e-05   9.99392152e-01   2.25228884e-08
    1.40404736e-05   3.03107822e-06]
 [  1.51854965e-05   9.94781077e-01   5.45969015e-05   1.02621538e-03
    8.27809708e-06   8.38837514e-05   8.54174796e-05   1.75059147e-04
    3.62830469e-03   1.42089237e-04]
 [  5.82969806e-09   1.15612738e-05   9.99145746e-01   8.36856023e-04
    7.37984840e-10   8.27902102e-09   4.71210682e-10   5.80577216e-06
    1.79700965e-08   4.50453008e-10]
 [  6.29751012e-04   7.62988350e-07   9.08473521e-06   8.10946149e-05
    1.67241469e-05   8.25147581e-05   2.25211245e-08   9.73331392e-01
    1.12290782e-05   2.58373637e-02]
 [  3.02262542e-05   1.39070995e-08   1.40843713e-05   4.85125042e-08
    8.55853705e-06   4.52660879e-06   9.99940634e-01   2.33919586e-08
    1.91291792e-06   5.30327675e-08]
 [  5.36308798e-05   6.51072914e-05   6.30919967e-05   1.93167769e-04
    4.92443711e-01   1.19159103e-03   5.55411825e-05   5.57543561e-02
    1.70452881e-03   4.48475361e-01]
 [  3.79136938e-04   2.66540246e-05   5.12844090e-05   1.18920416e-05
    3.94430128e-04   4.42533259e-04   9.97046530e-01   1.57753163e-06
    1.63095724e-03   1.50379819e-05]
 [  3.92451011e-06   9.97061193e-01   1.65563935e-04   4.88680904e-04
    5.76949569e-05   2.39648871e-05   6.59185025e-05   2.68384010e-05
    2.02248106e-03   8.37088737e-05]
 [  2.72391457e-02   3.59734877e-05   3.04574263e-03   3.14901590e-05
    4.42766395e-05   3.21747898e-03   9.65583146e-01   1.24296739e-05
    5.93674078e-04   1.96627196e-04]
 [  1.52416937e-02   4.87251100e-06   1.19602901e-03   9.80138421e-01
    4.78558036e-07   6.88194705e-04   1.87311787e-04   1.94207805e-05
    1.34449758e-04   2.38907035e-03]
 [  5.46856842e-04   1.67113487e-02   3.86815751e-03   3.54213943e-03
    2.53545288e-02   8.93592928e-03   7.62903437e-05   2.77462661e-01
    6.25687884e-03   6.57245159e-01]
 [  1.04587230e-06   1.44964318e-07   1.06045059e-06   9.89957607e-06
    1.77413444e-08   1.01049454e-06   6.75138721e-12   9.99758065e-01
    8.91561115e-07   2.27904253e-04]
 [  4.93597800e-05   2.85913411e-05   9.99152064e-01   2.16514221e-04
    2.89132513e-05   2.43648883e-05   1.12284113e-04   5.69913973e-05
    3.00820320e-05   3.00740154e-04]
 [  3.59646219e-06   7.18514639e-06   1.62411561e-05   7.50866820e-05
    7.25933075e-01   5.37464570e-04   4.45537880e-05   9.64499835e-04
    4.36960436e-05   2.72374600e-01]
 [  4.13682670e-08   3.18534399e-06   9.99887228e-01   9.16547433e-05
    2.06202117e-06   6.87333852e-08   8.12017970e-06   5.68073756e-06
    1.84038959e-06   1.75122253e-07]
 [  4.82677220e-04   9.91313159e-01   1.68833276e-03   2.14675674e-03
    4.22974932e-04   2.49897217e-04   7.08792650e-04   1.91854895e-03
    1.03407481e-03   3.48341528e-05]
 [  2.19027609e-01   9.93904814e-06   4.89477348e-03   4.83776582e-03
    1.33207999e-02   8.36515706e-03   7.57608842e-03   1.21493032e-03
    1.62384778e-01   5.78368187e-01]
 [  4.70030936e-05   3.50795358e-06   2.00779890e-04   2.39027722e-05
    9.71165717e-01   6.54890086e-04   6.02502609e-03   3.19070707e-04
    6.75335818e-04   2.08847895e-02]
 [  4.29212787e-06   1.11359100e-06   6.84428596e-05   6.61478261e-05
    5.06034610e-07   1.12937551e-05   1.62604860e-10   9.98292029e-01
    5.22677556e-06   1.55089726e-03]
 [  4.87988075e-07   1.96694646e-06   3.59938417e-06   1.45611393e-05
    1.72510215e-06   1.44176317e-06   2.82778495e-10   9.99879241e-01
    6.85051100e-06   9.01045787e-05]
 [  4.71538488e-06   1.30869978e-06   3.06328220e-05   2.76112370e-03
    3.17242393e-06   9.91965294e-01   5.14387966e-06   1.08370152e-07
    5.07404422e-03   1.54513735e-04]
 [  1.52388890e-03   5.10736299e-06   5.96525613e-03   3.36048612e-03
    6.40156504e-05   6.28480047e-04   8.46675946e-04   4.10009676e-07
    9.87529516e-01   7.61769261e-05]
 [  5.46363175e-01   2.24759523e-03   1.48375899e-01   4.94915619e-03
    4.90634156e-05   1.64101943e-02   5.54880034e-03   3.00237047e-03
    2.69123822e-01   3.92993726e-03]
 [  1.19103352e-05   7.65423698e-04   1.79483450e-03   9.88246143e-01
    2.23574170e-04   6.05091546e-03   7.80759554e-04   2.93978269e-06
    2.10614502e-03   1.72792352e-05]
 [  8.86771090e-07   1.90473645e-06   9.99441803e-01   4.54143534e-04
    1.19068466e-06   1.51854636e-06   1.09586972e-06   8.73888566e-05
    6.63954734e-06   3.43574288e-06]
 [  5.16252258e-05   1.21866606e-07   1.16586871e-03   1.25074132e-06
    2.17915466e-03   1.14332952e-05   9.96496499e-01   2.85493627e-07
    8.03132425e-05   1.35892406e-05]
 [  1.39372516e-03   3.81114972e-07   1.86102770e-04   7.91440834e-04
    6.13090742e-06   7.55840083e-05   6.34051389e-08   9.82871652e-01
    9.83830341e-06   1.46650439e-02]
 [  3.29898612e-05   2.18025762e-05   1.27830208e-04   5.01207251e-06
    7.58481736e-04   3.31405899e-05   9.98784721e-01   2.84566966e-07
    2.31386308e-04   4.36865230e-06]
 [  6.07957991e-05   2.96106082e-05   1.76294358e-04   2.44058174e-04
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    1.63407682e-03   1.43813362e-04]
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    8.48519194e-05   1.23414793e-04   9.00404120e-05   1.15517185e-04
    2.51906196e-04   2.54525403e-05]
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    3.53790587e-03   8.61122966e-01]
 [  8.43672865e-07   1.27464330e-06   3.98595284e-06   2.29249581e-05
    4.43783925e-08   1.79042559e-07   6.46890137e-12   9.99594152e-01
    1.27782656e-07   3.76574812e-04]
 [  1.12139445e-04   9.55447435e-01   1.50591892e-04   6.41748251e-04
    8.18102155e-03   3.38896243e-05   3.38597572e-04   3.82262748e-04
    2.05512308e-02   1.41610941e-02]
 [  2.41037269e-04   1.46398801e-04   3.34972974e-05   1.25043490e-03
    3.87696082e-06   9.89799261e-01   8.00700858e-03   1.30256780e-07
    5.12519618e-04   5.77912351e-06]
 [  2.76547333e-04   1.11011475e-04   1.46984647e-03   9.94473517e-01
    5.46870115e-06   3.55543289e-03   9.59131285e-07   1.44963644e-06
    5.59864711e-05   4.97841393e-05]
 [  1.50770508e-03   3.31447413e-03   9.04285349e-04   8.66524177e-04
    4.47741273e-04   9.82954681e-01   3.39823921e-04   7.30972621e-04
    8.27546511e-03   6.58416306e-04]
 [  4.89518687e-04   1.50503314e-04   1.33614260e-04   9.68831837e-01
    2.28557183e-05   4.76503838e-03   2.63035844e-07   2.06226930e-02
    2.91597634e-03   2.06767186e-03]]
INFO:tensorflow:global_step/sec: 162.534
INFO:tensorflow:loss = 0.170768, step = 16601
INFO:tensorflow:probabilities = [[  1.55395872e-04   1.19786221e-03   1.78277574e-03   4.44905512e-04
    5.88049889e-01   1.13155111e-03   1.47210003e-03   4.91926894e-02
    3.95963667e-03   3.52613121e-01]
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    7.02240795e-04   1.05581414e-04]
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 [  3.14238287e-06   2.31877766e-05   6.02419314e-05   9.99836206e-01
    3.62633614e-07   1.69786854e-05   1.62277622e-08   2.85058832e-06
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    3.03627428e-04   1.52462754e-08]
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    1.23851128e-01   4.00794670e-04]
 [  2.83375452e-03   5.85647253e-03   2.42444873e-03   2.21512429e-02
    1.12633000e-03   1.15508614e-02   2.69573240e-04   4.15689254e-04
    9.32290494e-01   2.10811608e-02]
 [  7.51229527e-05   9.96484518e-01   7.00431701e-04   2.36523221e-04
    1.49144371e-05   1.12577500e-05   1.04006624e-03   5.43663155e-05
    1.36445859e-03   1.84668552e-05]
 [  9.99976039e-01   3.25760946e-10   1.51599370e-05   6.13769870e-08
    9.26641836e-12   8.64194135e-06   8.01130113e-08   1.21907345e-10
    5.08509039e-08   4.95498362e-08]
 [  2.09534915e-06   5.13325676e-06   1.23325290e-05   5.58315833e-07
    9.44127911e-04   1.44258142e-04   9.98790681e-01   6.56689352e-08
    9.94460206e-05   1.35741868e-06]
 [  1.15138148e-08   8.80156904e-07   2.25670610e-05   9.99956369e-01
    1.53888013e-08   7.46356864e-06   1.07628351e-10   1.94839436e-06
    9.76538468e-06   9.98962946e-07]
 [  9.99708474e-01   1.23098562e-08   3.82891631e-06   5.05496719e-05
    1.46703897e-07   2.28931996e-04   5.91302410e-07   6.31938747e-06
    8.20823857e-07   3.91587321e-07]
 [  2.00609088e-06   7.88623140e-07   1.42351755e-05   3.28303577e-04
    2.18078680e-03   2.25998738e-04   1.34327399e-06   8.01514462e-03
    1.92164778e-04   9.89039183e-01]
 [  3.17402481e-07   1.08885182e-07   1.33082613e-05   4.20858269e-05
    1.98565743e-07   3.00202998e-07   5.75545132e-11   9.99855518e-01
    8.36206652e-07   8.72601813e-05]
 [  9.98928249e-01   1.99886799e-07   1.72292348e-05   1.53249784e-05
    1.73413525e-06   4.79536713e-04   5.28978533e-04   5.25551854e-07
    2.67229516e-05   1.47908065e-06]
 [  1.95383051e-04   2.00790092e-02   5.23827039e-03   1.28720538e-03
    1.62581131e-02   1.20387808e-03   8.68862987e-01   9.63259954e-05
    8.62680227e-02   5.10881189e-04]
 [  9.96384144e-01   3.40302257e-08   2.37106206e-03   9.34448180e-05
    3.99892372e-07   5.61780553e-06   1.02438173e-06   2.94244473e-05
    1.46987386e-05   1.10010710e-03]
 [  9.98882473e-01   9.73308101e-09   9.89104774e-06   1.30641666e-07
    2.11207904e-07   2.56587198e-04   8.46127456e-04   8.18578087e-07
    3.40524343e-06   2.66221434e-07]
 [  1.26909720e-06   2.09658920e-05   7.11069606e-06   9.82588404e-07
    9.98624802e-01   3.45087989e-04   5.30241159e-05   4.24809041e-05
    1.04156425e-04   8.00084556e-04]
 [  1.44302885e-06   6.00541057e-08   2.22241124e-06   9.35921445e-03
    9.43465217e-09   9.89743292e-01   1.67760561e-08   1.02807762e-05
    8.76558712e-04   6.91159312e-06]
 [  2.06973011e-04   7.26487415e-05   3.27029935e-04   3.29755992e-01
    1.78822859e-08   6.69359148e-01   6.97811799e-07   7.69200415e-06
    9.05831112e-05   1.79180002e-04]
 [  3.63507534e-05   1.48312893e-05   6.28224865e-04   8.85237336e-01
    7.62129389e-07   1.12290941e-01   1.17037439e-06   3.83380240e-07
    1.77462457e-03   1.53668843e-05]
 [  3.48644593e-04   7.01677240e-03   1.08831925e-02   9.76233184e-01
    7.53388747e-07   3.61498998e-04   3.34677878e-07   3.42429336e-03
    7.27441395e-04   1.00394280e-03]
 [  2.63185473e-03   1.12123387e-02   1.93484277e-02   1.16806442e-03
    7.88914084e-01   3.28487926e-03   1.76066868e-02   1.56887844e-02
    8.02428201e-02   5.99020533e-02]
 [  2.40265334e-04   6.97312498e-06   2.10396922e-03   1.07835498e-04
    6.01442616e-06   2.72823439e-04   3.54833392e-05   9.38856101e-05
    9.96478856e-01   6.53979310e-04]
 [  1.79489213e-03   8.31556317e-05   1.97669957e-04   1.15216501e-01
    1.54124296e-04   8.70599806e-01   2.49485835e-04   3.73665302e-04
    4.99720220e-04   1.08309556e-02]
 [  4.36219387e-04   8.96691252e-03   1.30156800e-03   4.57102986e-04
    3.64724617e-03   1.88301245e-04   9.83382165e-01   4.16849471e-05
    1.41758739e-03   1.61083342e-04]
 [  9.98980701e-01   4.51110452e-07   8.97977952e-06   1.95702924e-07
    4.36895498e-08   8.66398681e-04   1.35316586e-04   4.99142345e-07
    7.34577179e-06   1.07176234e-07]
 [  6.17215029e-11   4.96741703e-10   2.71646257e-07   3.04469290e-06
    5.52895273e-12   1.29847286e-10   4.59865664e-15   9.99995947e-01
    6.25937986e-08   6.43166061e-07]
 [  5.42726366e-06   8.27176052e-08   1.09239845e-05   1.92117056e-07
    9.74859904e-06   2.25467138e-05   9.99925017e-01   3.65338049e-09
    2.61192490e-05   3.19036211e-08]
 [  5.03002502e-06   7.35233073e-07   1.53685105e-05   1.18187672e-04
    1.12648145e-03   3.69132991e-04   1.33533922e-06   6.21762034e-03
    1.34465075e-03   9.90801513e-01]
 [  3.93943492e-06   1.28698218e-06   2.30904014e-04   2.66853192e-07
    2.92070210e-04   1.49859070e-05   9.99451816e-01   4.42636257e-08
    4.69688530e-06   1.77746969e-07]
 [  1.06095606e-02   9.52668767e-03   2.97720879e-01   4.19888459e-03
    7.36597227e-04   1.67686015e-03   6.64065499e-03   3.72361392e-03
    6.63153231e-01   2.01300578e-03]
 [  9.99998093e-01   5.33224076e-10   1.09434438e-06   9.23185226e-08
    1.71365117e-10   3.40322032e-07   2.79458856e-08   1.34111730e-07
    1.74220460e-07   1.50929026e-07]
 [  1.07732823e-03   3.01284250e-04   1.40995244e-02   3.07073724e-02
    9.07978567e-04   5.02484441e-01   1.24477979e-03   9.14651828e-05
    4.44053322e-01   5.03253657e-03]
 [  2.71581448e-05   2.94458732e-06   4.96671069e-04   2.72421494e-06
    9.37632322e-01   6.26195222e-04   9.80507582e-04   2.32496927e-03
    1.63815264e-02   4.15249467e-02]
 [  1.36387986e-04   9.96221423e-01   2.43864517e-04   1.36044910e-04
    1.11593203e-04   7.28843443e-05   4.28487838e-04   2.45168252e-04
    2.37646396e-03   2.77275631e-05]
 [  3.56370583e-05   1.60681040e-07   2.28645549e-05   1.36795148e-04
    2.85072906e-06   6.35362494e-06   3.31310623e-08   9.99110639e-01
    2.04186126e-05   6.64225779e-04]
 [  9.72068364e-08   2.82145766e-06   7.00241435e-06   9.99933720e-01
    4.53562592e-08   3.84438899e-05   1.73949399e-09   9.29623297e-07
    3.36195217e-06   1.36387162e-05]
 [  9.22301638e-07   4.48407945e-06   2.97652787e-06   1.60726449e-05
    4.42066742e-03   1.40613294e-04   2.52968647e-07   7.59175280e-04
    6.83570339e-04   9.93971288e-01]
 [  2.01940595e-04   3.20358959e-04   1.81446850e-01   3.88454460e-03
    3.98401666e-04   1.38580310e-03   8.04435058e-06   7.68651187e-01
    2.93965470e-02   1.43062053e-02]
 [  3.46448701e-07   2.35862190e-05   9.99638796e-01   3.01606604e-04
    1.56787223e-08   4.90783577e-07   9.20282019e-08   1.56835013e-05
    1.92522748e-05   3.36981998e-09]
 [  1.52050663e-04   9.96274471e-01   1.40818200e-04   3.48294299e-04
    2.59554246e-04   2.45891977e-04   4.83154494e-04   4.74608765e-04
    1.48709689e-03   1.34192436e-04]
 [  3.20795400e-04   9.91872966e-01   7.37565570e-04   7.84376811e-04
    1.28391810e-04   2.68614996e-04   2.29052478e-03   3.89279827e-04
    2.98305415e-03   2.24305681e-04]
 [  1.51573466e-02   1.03097744e-01   7.43420003e-03   3.90431404e-01
    6.94614742e-03   2.55985916e-01   1.93895027e-01   5.35195577e-05
    2.23678183e-02   4.63083293e-03]
 [  5.57399744e-06   5.05729577e-06   2.13762542e-04   2.90746557e-05
    7.71962758e-03   9.77790117e-01   4.58546303e-04   2.23625793e-05
    2.54626269e-03   1.12096379e-02]
 [  1.31977577e-04   4.53578483e-04   2.66617443e-03   2.30299104e-02
    1.99429836e-04   2.60953908e-03   2.81366170e-04   1.09099199e-06
    9.70607817e-01   1.91005747e-05]
 [  9.92243062e-04   1.43772298e-02   7.41776109e-01   6.80986745e-03
    4.19013726e-04   3.23617528e-03   3.20789230e-04   2.25054488e-01
    4.00484167e-03   3.00919521e-03]
 [  1.90307617e-06   5.91602900e-09   4.18687296e-06   8.29116402e-08
    1.12944399e-05   8.29546661e-06   9.99950528e-01   6.58704827e-11
    2.36968299e-05   1.19033441e-08]
 [  1.10880507e-07   1.71886757e-04   2.32404680e-04   9.99469697e-01
    1.78941324e-08   8.85658301e-05   1.84615541e-08   6.98647057e-07
    3.65239648e-05   1.48692379e-07]
 [  1.27126268e-05   2.09303952e-09   2.61820151e-05   9.73597071e-06
    2.01137227e-04   1.37873963e-06   4.23577475e-08   1.13494764e-03
    1.66011261e-04   9.98447776e-01]
 [  1.79620110e-04   5.71448572e-06   1.12576655e-03   7.26771816e-07
    1.24698854e-04   1.69058811e-04   9.98313189e-01   8.83997529e-07
    7.02628358e-06   7.33957859e-05]
 [  3.52076953e-04   3.58028628e-04   1.21291541e-03   2.52003611e-05
    9.89932895e-01   6.81320089e-04   2.89338827e-03   2.13182904e-03
    6.75544667e-04   1.73682126e-03]
 [  1.14318379e-03   1.39643147e-04   9.91120469e-04   7.40952382e-04
    2.44282163e-03   7.11811706e-02   9.11254585e-01   2.45603815e-06
    1.19500319e-02   1.53970323e-04]
 [  3.69850954e-04   2.99792191e-06   3.58139187e-05   1.82233816e-06
    4.28351021e-04   2.24053674e-05   9.99084949e-01   1.41177807e-05
    3.42780986e-05   5.34470428e-06]
 [  6.76886411e-05   5.74527876e-05   1.77262227e-05   5.38020628e-03
    4.73294640e-05   9.87969279e-01   1.65887154e-03   1.48422714e-07
    4.70525352e-03   9.60839170e-05]
 [  7.79835173e-05   1.08355533e-04   1.04715600e-05   1.37729512e-04
    1.04774381e-06   9.99088645e-01   1.02575950e-06   4.14489568e-06
    5.52323705e-04   1.81774449e-05]
 [  1.84422368e-06   4.70943796e-03   9.93060470e-01   8.38768552e-04
    1.27498803e-08   1.33805429e-06   1.08103450e-05   5.37077085e-07
    1.37686916e-03   3.79141074e-09]
 [  1.91611587e-03   2.42083588e-05   5.10753551e-03   9.72177327e-01
    1.54763751e-04   1.67944804e-02   1.48938489e-04   2.60451234e-05
    2.78646778e-03   8.64099420e-04]
 [  3.23727174e-04   2.07839148e-05   3.50334798e-03   2.88577401e-04
    1.30740113e-06   4.18723830e-05   1.23381254e-03   3.25217080e-08
    9.94580567e-01   5.96936115e-06]
 [  5.33598894e-03   6.72150403e-04   9.91886914e-01   1.63289113e-03
    3.86276241e-07   5.92059005e-05   3.55691533e-04   1.59801743e-07
    5.66425369e-05   4.98778296e-10]
 [  2.05670344e-03   9.78021502e-01   5.67967421e-04   3.06456350e-04
    4.97295463e-04   2.83386908e-04   2.90194643e-03   6.31843577e-05
    1.51402373e-02   1.61070944e-04]
 [  9.99562681e-01   2.28716351e-10   9.70486653e-05   2.75049251e-06
    1.53267177e-08   1.63063567e-04   1.85872224e-08   1.02303566e-05
    1.76486014e-06   1.62513374e-04]
 [  3.22188453e-06   5.99896630e-05   1.10696215e-04   2.94816564e-04
    9.76551771e-01   3.09213006e-04   8.73820536e-05   2.43018474e-03
    3.54754418e-04   1.97980329e-02]
 [  1.83798432e-01   7.78215821e-04   1.22900689e-02   1.36686675e-03
    2.27226788e-04   7.63978669e-03   2.60730297e-03   5.13794925e-03
    7.78692901e-01   7.46125961e-03]
 [  1.53361998e-05   1.26786850e-04   6.50969450e-04   9.47800219e-01
    6.71898943e-06   5.02969325e-02   9.13754193e-05   6.83988619e-04
    2.28955556e-04   9.88376050e-05]
 [  1.18938056e-04   9.94159102e-01   4.59265866e-04   8.70303425e-04
    4.60280949e-04   1.64029363e-04   7.66554323e-04   1.52149983e-03
    1.20110228e-03   2.78889522e-04]
 [  1.91636675e-04   4.78312001e-03   1.75043519e-04   8.11676919e-01
    6.12033473e-04   1.73509747e-01   8.74906313e-04   9.45911324e-07
    7.11307814e-03   1.06254301e-03]
 [  3.30798002e-07   1.18140429e-06   1.76298308e-05   9.99775708e-01
    1.34496778e-08   2.00941606e-04   2.29913582e-08   1.06986056e-08
    3.78375057e-06   3.33519353e-07]
 [  9.99537706e-01   7.30468059e-07   7.78314425e-05   9.99875992e-05
    5.58414285e-07   4.53332214e-05   2.23618626e-05   2.74860249e-05
    1.41497483e-04   4.65186458e-05]
 [  2.94376607e-03   9.59824411e-06   5.98735205e-05   1.26639443e-05
    3.02424942e-05   1.57796705e-04   9.96441424e-01   3.38391857e-07
    3.44058732e-04   2.92054096e-07]
 [  9.27443733e-04   8.32316630e-07   4.76047746e-04   1.98628823e-06
    9.46514726e-01   2.91132746e-04   2.41006864e-03   1.13890022e-02
    2.27530710e-02   1.52356140e-02]
 [  1.10897119e-04   5.38009498e-03   2.02725921e-03   1.47623871e-03
    1.15694804e-02   1.12352590e-03   2.19764248e-01   2.02943720e-05
    7.53622055e-01   4.90593957e-03]
 [  2.69745127e-04   1.92601728e-05   6.37175865e-04   2.74128914e-01
    7.31404680e-06   7.23277092e-01   5.05049138e-05   6.47478664e-05
    9.61942016e-04   5.83268760e-04]
 [  2.10608530e-04   6.07539263e-08   9.99652863e-01   1.19156095e-04
    5.92576255e-09   2.46609687e-07   8.13338730e-08   1.29052785e-06
    9.28951431e-06   6.28589987e-06]
 [  1.17380044e-03   1.29131237e-02   6.49034651e-03   3.95136297e-01
    5.41048939e-04   1.02546369e-03   1.36301329e-04   5.75981801e-03
    5.58163583e-01   1.86602045e-02]
 [  6.58802528e-05   9.97735977e-01   8.66102986e-04   2.27566750e-04
    2.04018885e-04   9.03278760e-06   8.82272361e-05   2.89714488e-04
    4.99126327e-04   1.44307896e-05]
 [  1.40921720e-05   1.45697783e-07   8.74349269e-07   2.52790819e-03
    6.90225170e-06   9.96075094e-01   8.34115417e-06   4.85340941e-08
    1.37323121e-04   1.22935046e-03]
 [  5.48974140e-06   9.73823760e-03   9.89122450e-01   7.28580519e-04
    4.01287753e-06   3.01971068e-06   1.23901264e-04   1.73085733e-04
    1.00338213e-04   8.76259378e-07]
 [  2.76833377e-03   3.79827252e-05   4.51235086e-01   2.91407178e-03
    1.63441699e-03   1.15693103e-04   7.94319902e-04   4.33645723e-03
    4.10227388e-01   1.25936300e-01]
 [  1.12463313e-04   5.08001959e-03   9.38630756e-03   9.95991635e-04
    1.87406491e-03   4.73784981e-04   7.25750404e-04   6.42594881e-04
    9.72458541e-01   8.25051125e-03]]
INFO:tensorflow:probabilities = [[  2.90462731e-06   7.23882753e-04   9.47026911e-06   2.66788004e-04
    9.93057728e-01   3.56963137e-05   5.07930235e-05   5.58916770e-04
    8.70004063e-04   4.42384183e-03]
 [  4.94865992e-04   1.74984034e-05   9.90002990e-01   1.54208881e-03
    3.16965464e-03   1.66211277e-04   3.20158550e-04   8.18907301e-06
    3.34870699e-03   9.29787057e-04]
 [  5.72463136e-07   1.33807049e-07   1.83345151e-06   4.84720637e-08
    9.99892473e-01   5.38593886e-05   2.66042935e-05   1.18253038e-05
    1.15071316e-06   1.14984705e-05]
 [  8.97886821e-07   1.02770155e-05   3.41921259e-04   8.16198252e-03
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    2.44177412e-03   6.43648533e-03   7.23778749e-06   5.20347059e-01
    5.08715631e-03   3.75175834e-01]
 [  5.88836883e-07   3.06867855e-06   6.99166150e-04   1.43358775e-03
    7.58227543e-07   7.68884784e-04   1.59063688e-07   3.53312225e-06
    9.97085035e-01   5.24271809e-06]
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    1.00839550e-08   8.12726508e-09   8.57803499e-08   5.84252530e-06
    7.41996246e-06   1.74616632e-09]
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    2.78270164e-07   9.99151468e-01   1.71451688e-07   1.03605382e-08
    4.47769962e-05   5.60255330e-06]
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    1.42236063e-02   1.57363585e-03   6.80129642e-06   9.60312318e-03
    9.22387408e-04   9.72538888e-01]
 [  2.27144128e-07   4.39690884e-05   1.26717423e-04   3.82359279e-03
    5.40350629e-05   8.34746061e-06   2.89117246e-08   9.92814004e-01
    9.74351016e-04   2.15467578e-03]
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    9.94923949e-01   6.49426715e-04   6.06913236e-04   7.98285415e-04
    1.44624372e-03   1.47711323e-03]
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    1.15790056e-06   7.15176114e-08   1.17547266e-07   1.03311756e-07
    2.11977522e-07   5.38479208e-06]
 [  3.30925559e-06   7.90382182e-05   9.90892649e-01   3.91226698e-04
    4.91265673e-04   2.95850350e-06   8.07264261e-03   9.87283556e-07
    6.50797665e-05   8.66489302e-07]
 [  7.53603103e-07   6.55518262e-09   1.82623364e-06   4.27029505e-08
    9.99929547e-01   2.35079028e-06   2.26591856e-05   4.76540799e-06
    1.87681394e-06   3.61107923e-05]
 [  1.04995399e-06   2.23611554e-04   9.95375395e-01   2.40315800e-03
    2.88458032e-05   1.14739914e-05   2.82433684e-05   3.96195583e-06
    1.92096399e-03   3.35770051e-06]
 [  3.44067375e-04   4.00016033e-05   2.23163073e-03   3.90301255e-04
    4.02684836e-03   9.61134676e-04   9.88215566e-01   3.55151587e-06
    3.78412567e-03   2.85208534e-06]
 [  1.23632111e-04   2.32984385e-04   3.96776450e-04   1.92841364e-03
    2.04271837e-05   9.93275523e-01   3.42659256e-03   6.83649614e-06
    4.37549548e-04   1.51316359e-04]
 [  9.96355772e-01   3.84956621e-07   3.26339912e-04   1.89681901e-04
    1.39854001e-06   8.92207550e-04   9.04576154e-05   3.43898108e-04
    4.87912666e-06   1.79493299e-03]
 [  4.75730235e-03   2.89017262e-05   1.35129620e-03   1.52851071e-03
    1.30367174e-03   1.01943815e-03   9.88995910e-01   1.26042083e-04
    8.51797173e-04   3.70838752e-05]
 [  1.42339343e-06   1.01487456e-06   5.88677949e-06   4.93271557e-07
    9.99753416e-01   4.50920470e-06   1.42973746e-04   5.07924779e-06
    1.97437112e-05   6.53101815e-05]
 [  1.28286309e-04   9.71425951e-01   2.34106928e-03   5.03860740e-03
    5.00226580e-03   8.61289969e-04   1.05690313e-04   4.49020648e-03
    1.05168791e-02   8.96241545e-05]]
INFO:tensorflow:global_step/sec: 160.582
INFO:tensorflow:loss = 0.152135, step = 16701
INFO:tensorflow:probabilities = [[  2.89274089e-04   1.20696495e-03   5.21622505e-03   8.52716257e-05
    9.78640378e-01   7.61985502e-05   5.73203387e-03   2.83887400e-03
    1.14435265e-04   5.80031192e-03]
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    9.36843827e-03   2.07592137e-04]
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    3.45063600e-04   1.23766091e-04]
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    3.91632406e-04   1.19649776e-04]
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    4.73805994e-06   1.66147111e-05]
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    4.68222315e-05   5.69378433e-04]
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    1.35282998e-03   2.89357845e-02]
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    5.97835594e-07   1.70940664e-04]
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    3.73427058e-03   6.14983801e-05   1.33337949e-06   7.45728193e-03
    2.66881892e-04   9.88244176e-01]
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    8.11423291e-04   9.78168070e-01]
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    3.82001344e-05   3.15363955e-04   5.20760950e-04   6.87140855e-05
    9.90727544e-01   2.34474312e-03]
 [  1.43052134e-07   4.01124076e-08   2.46454624e-06   7.96382446e-05
    1.01210295e-04   7.62998570e-06   2.65143374e-09   5.12325380e-04
    6.89554145e-05   9.99227643e-01]
 [  1.20505237e-03   1.07068685e-04   4.80053830e-04   2.43296730e-04
    6.10355521e-04   1.76614136e-04   9.96728778e-01   1.18553617e-05
    3.86250380e-04   5.06314027e-05]
 [  9.99831080e-01   1.21228005e-09   9.72517082e-05   6.94835080e-07
    2.35459902e-10   6.90249508e-05   2.85724866e-07   8.17336172e-08
    1.20059144e-06   4.03174965e-07]
 [  6.88790977e-02   2.35850690e-03   5.29411100e-02   8.04884918e-03
    1.39538280e-03   2.33163498e-03   7.51850784e-01   4.18553565e-04
    1.11046791e-01   7.29329418e-04]
 [  5.50379918e-04   5.73095940e-06   1.45762123e-03   2.48871629e-06
    3.89085442e-04   1.53094225e-04   9.97398138e-01   4.45825776e-07
    3.38823374e-05   9.18188562e-06]
 [  6.51769369e-05   3.59667183e-06   7.82069517e-04   5.60141007e-06
    6.83045480e-03   5.06198994e-05   9.92205560e-01   1.16416877e-05
    2.23614115e-05   2.28979625e-05]
 [  8.82454100e-04   2.77738472e-08   9.97942984e-01   6.60593621e-04
    4.14477057e-07   4.50152038e-06   4.16059402e-06   1.10877870e-07
    4.30123415e-04   7.45408033e-05]
 [  2.31006925e-06   2.06463563e-04   2.79891334e-04   9.89291966e-01
    1.86011519e-07   4.14569768e-05   1.46768881e-08   9.93142556e-03
    1.52936773e-04   9.32124749e-05]
 [  9.88834202e-01   2.55785653e-06   6.26551639e-03   6.00940199e-04
    7.33426120e-09   4.24864981e-03   3.71812748e-05   2.46088484e-06
    7.71606938e-06   8.27996189e-07]
 [  9.98764515e-01   1.01364193e-07   2.44919909e-04   5.38287259e-06
    8.76018476e-08   3.84067593e-04   1.61080989e-05   1.49182483e-06
    5.31887752e-04   5.13839950e-05]
 [  5.21271295e-06   9.60884674e-04   9.95804608e-01   4.87265119e-04
    7.98353285e-04   1.46833409e-05   1.91072049e-03   8.66010669e-06
    9.26039229e-06   3.44015092e-07]
 [  7.20324078e-06   1.71405861e-06   2.53795633e-06   1.57291852e-05
    9.25957647e-06   3.09694383e-06   1.55257374e-09   9.98353481e-01
    1.47200253e-05   1.59232493e-03]
 [  2.37182030e-06   1.22232118e-03   9.83928403e-05   9.94921267e-01
    1.08780105e-05   1.73868414e-03   6.64302377e-07   1.37236537e-04
    1.01288904e-04   1.76668272e-03]
 [  8.11598875e-05   1.85790032e-05   1.92148218e-04   9.99014258e-01
    2.73315486e-08   5.75253274e-04   2.19801308e-07   5.40745805e-06
    1.06469110e-04   6.52321160e-06]
 [  2.80159456e-05   3.79271619e-03   1.52645865e-04   9.24453586e-02
    7.02869147e-02   7.33131319e-02   2.17250108e-05   3.27652693e-03
    1.40151326e-02   7.42667794e-01]
 [  9.99970675e-01   1.27958061e-10   1.23210439e-05   4.30058122e-07
    8.56848370e-09   4.93249601e-08   1.23797709e-05   4.89038783e-08
    1.99662953e-08   4.17796355e-06]
 [  2.51609981e-05   9.98857498e-01   4.29694555e-05   5.47756863e-05
    3.96345800e-04   1.95096873e-05   1.22076352e-04   3.01459979e-04
    1.12585833e-04   6.75085103e-05]
 [  1.87517944e-05   1.83443669e-02   9.61094558e-01   1.96010452e-02
    2.74605213e-07   4.43144585e-04   1.41138946e-06   1.86114121e-04
    3.07237409e-04   3.17973263e-06]
 [  1.32065237e-04   9.85654056e-01   4.76523861e-03   9.14488221e-04
    1.53671426e-03   1.80895557e-04   9.60403471e-04   1.95079204e-03
    3.73448501e-03   1.70658212e-04]
 [  8.88844777e-04   2.17937559e-04   3.87088694e-05   8.80509207e-04
    1.92396194e-02   3.32143568e-02   3.68634173e-05   2.57960856e-01
    1.16365799e-03   6.86358631e-01]
 [  1.29485206e-05   1.11670925e-05   5.06072029e-05   5.62623900e-04
    8.33825993e-07   1.11899481e-05   5.51439949e-10   9.93161798e-01
    8.57110572e-05   6.10305928e-03]
 [  1.59392346e-06   8.48026502e-08   1.04416074e-04   1.91126583e-06
    2.14407934e-04   7.28068744e-06   9.99661326e-01   1.78181068e-07
    8.76627837e-06   4.98509962e-08]
 [  4.14942205e-03   5.33583952e-05   4.19107528e-04   1.52873428e-04
    2.69897981e-04   2.88026960e-04   9.93127584e-01   4.05795936e-06
    1.50398456e-03   3.16738915e-05]
 [  1.93043874e-07   2.92542851e-10   4.22455138e-09   7.99109421e-06
    1.03411333e-11   9.99978781e-01   1.27463196e-09   6.73866629e-10
    1.28755710e-05   1.00301044e-07]
 [  2.98985891e-04   6.90443849e-05   6.55670810e-05   1.02646224e-01
    5.75994673e-05   8.62558842e-01   8.37567586e-06   1.44913156e-05
    8.13334621e-03   2.61475500e-02]
 [  8.70605447e-07   1.22465269e-06   5.64239563e-05   9.99242902e-01
    3.79587473e-09   8.66621922e-05   3.06749137e-09   2.18083542e-07
    5.82480570e-04   2.91851684e-05]
 [  6.97238283e-05   9.93192255e-01   1.33660971e-04   2.37485845e-04
    9.66097505e-05   2.39370609e-04   4.11404937e-04   1.18453085e-04
    5.35013946e-03   1.50858032e-04]
 [  9.99933720e-01   5.93306584e-11   4.23528545e-05   1.21480724e-07
    4.33101910e-09   8.66559094e-06   3.48052140e-06   9.77152649e-06
    9.14565192e-07   1.00195632e-06]
 [  1.85348996e-04   9.86121356e-01   1.14098541e-03   4.67879639e-04
    1.11596382e-04   9.88682041e-06   1.28217107e-05   4.07141028e-03
    7.45183090e-03   4.27001709e-04]
 [  3.71710885e-05   2.11002398e-03   4.65372374e-04   8.26973319e-01
    6.64905601e-05   1.69603825e-01   3.15005309e-04   3.21724547e-05
    2.59766035e-04   1.36992865e-04]
 [  9.99613464e-01   1.51780725e-07   1.14471433e-04   2.19645826e-05
    3.44595144e-08   2.14428146e-04   4.37607741e-06   2.49664254e-06
    2.48619199e-05   3.86832880e-06]
 [  2.76007395e-05   2.46571348e-04   9.95527089e-01   2.52282876e-03
    7.07980507e-05   8.26686301e-06   5.51981357e-05   1.44704664e-03
    7.03056066e-05   2.43696486e-05]
 [  1.28178982e-07   8.50666382e-09   2.79251218e-08   4.42643941e-05
    2.37212269e-04   1.75878249e-05   2.32549935e-09   3.44071421e-03
    1.93968754e-05   9.96240616e-01]
 [  4.02338713e-07   1.93005508e-06   4.10907160e-06   3.65738088e-05
    7.72557873e-03   7.61761155e-04   1.41192118e-06   1.26211366e-04
    4.08279702e-05   9.91301239e-01]
 [  1.73461540e-05   1.03654692e-07   9.30377655e-03   2.01113380e-07
    8.37958511e-03   1.52450696e-06   9.82156098e-01   4.97419933e-06
    1.32660192e-04   3.75891454e-06]
 [  8.27077292e-06   3.78313143e-06   7.76778033e-05   1.76998059e-04
    2.51445407e-03   1.24045459e-04   5.61389015e-07   1.00032911e-02
    4.50356543e-04   9.86640513e-01]
 [  2.38117900e-05   9.96894717e-01   3.01715278e-04   1.18377549e-03
    5.00079886e-06   9.03920318e-06   9.12229643e-06   6.84451952e-04
    8.57754436e-04   3.06242364e-05]
 [  3.05345784e-05   8.58638742e-08   1.93700794e-06   2.09167738e-05
    1.27655267e-05   3.42607600e-05   1.67363599e-08   9.94379103e-01
    2.09842347e-06   5.51821431e-03]]
INFO:tensorflow:probabilities = [[  4.48329920e-05   9.98015761e-01   3.68508190e-04   1.40190052e-04
    1.65742149e-05   9.88059037e-06   5.76878228e-05   9.24674794e-04
    3.80126876e-04   4.18553136e-05]
 [  1.51339191e-04   9.96965468e-01   1.28363623e-04   3.10762953e-05
    1.58497322e-04   1.92785483e-05   5.24849747e-04   1.39902540e-05
    1.94311433e-03   6.40127546e-05]
 [  6.12649131e-08   3.63483377e-05   3.40865627e-05   9.99428332e-01
    4.21435153e-08   3.97861033e-04   2.14003553e-08   1.87010016e-06
    9.71133850e-05   4.32466049e-06]
 [  4.19169344e-04   9.79603350e-01   3.23315180e-04   2.19915761e-03
    3.08898103e-04   8.21246067e-04   4.48546372e-03   2.37806133e-04
    1.12014217e-02   4.00237448e-04]
 [  6.66351525e-06   3.70250607e-04   9.57898378e-01   2.48574857e-02
    1.66069196e-06   3.39754388e-06   4.68704151e-04   1.60840973e-02
    3.09128431e-04   1.51306608e-07]
 [  6.18264254e-04   3.35427785e-06   5.47154574e-04   1.25097131e-05
    5.28697856e-03   4.88304104e-05   9.93333399e-01   3.85641724e-05
    5.89556257e-05   5.19628993e-05]
 [  2.70595512e-04   5.23564732e-03   4.94251028e-03   1.90804317e-03
    4.96846717e-03   9.61481750e-01   2.39833700e-03   3.53138195e-04
    1.81083716e-02   3.33107455e-04]
 [  1.51837894e-05   1.24133646e-06   4.38935513e-06   1.48010126e-03
    3.69045068e-07   9.98372793e-01   2.44835041e-06   3.28097917e-06
    7.37691516e-05   4.63101242e-05]
 [  4.09231143e-05   5.57933375e-03   1.32193294e-04   1.01906452e-02
    1.01596850e-03   1.99759528e-02   2.30278920e-06   9.45723832e-01
    3.85538023e-03   1.34834917e-02]
 [  2.05272343e-04   8.06651769e-07   7.65740879e-06   4.66939993e-03
    6.72754075e-04   1.58528564e-04   4.41584618e-08   3.71369831e-02
    8.48949348e-05   9.57063615e-01]
 [  2.16448475e-02   8.07557353e-06   8.35951068e-05   2.00967863e-02
    5.51954217e-05   9.55695450e-01   1.05200009e-03   1.10407535e-04
    5.89870149e-04   6.63739687e-04]
 [  1.30813831e-07   7.63743557e-09   8.14206942e-08   2.18258174e-06
    2.08987192e-08   9.99983430e-01   4.39571721e-07   8.43301429e-09
    1.34355678e-05   1.85949673e-07]
 [  2.75104921e-05   1.39181342e-04   1.10720634e-03   7.00402830e-04
    1.60636641e-02   7.07023020e-04   3.46834859e-05   7.40114076e-04
    3.73308249e-02   9.43149328e-01]
 [  1.72302345e-04   2.32118764e-04   3.76350479e-03   9.63141574e-05
    1.60046458e-01   3.87271983e-04   8.32226217e-01   3.45025794e-04
    2.63034320e-03   1.00443089e-04]
 [  5.14855201e-04   2.35161724e-06   1.00925054e-05   5.42614071e-05
    3.07367556e-03   8.32326477e-04   5.34401124e-06   9.83953834e-01
    6.29750139e-05   1.14901979e-02]
 [  7.74959386e-09   3.42876575e-07   2.91589804e-05   9.96024847e-01
    7.59283978e-08   6.43888552e-06   5.53830558e-11   3.35942343e-04
    1.36328890e-05   3.58946295e-03]
 [  2.84185604e-04   6.17259730e-06   3.44275584e-04   2.15360487e-04
    7.88703474e-05   3.27519665e-04   3.31399946e-07   9.72501695e-01
    5.77364081e-05   2.61838753e-02]
 [  6.80914809e-06   6.85211887e-07   3.84081359e-05   9.68529999e-01
    2.21738755e-05   6.15437888e-03   2.27747046e-06   3.53972428e-03
    1.99729651e-02   1.73254148e-03]
 [  9.97890294e-01   8.34840932e-07   1.15130073e-03   5.56623039e-04
    1.61704384e-06   1.08852173e-05   6.01510110e-05   3.28929018e-05
    2.79566215e-04   1.57335999e-05]
 [  3.57618546e-06   1.53349345e-06   9.99015570e-01   7.06828199e-04
    1.07116778e-08   1.33269141e-05   9.48679890e-09   1.62942160e-04
    4.73080945e-06   9.14971533e-05]
 [  6.65024982e-06   4.62859403e-03   9.79537904e-01   1.55981248e-02
    1.56172500e-05   7.06298988e-06   1.93822652e-05   8.34303573e-05
    1.02853694e-04   3.51250065e-07]
 [  4.27700405e-04   3.45588796e-06   9.94213402e-01   4.22486663e-03
    1.17848860e-04   7.99638383e-06   8.43785019e-05   8.53992766e-04
    3.33067364e-05   3.31102565e-05]
 [  2.44263229e-05   4.63034026e-03   7.93800973e-06   9.89466250e-01
    1.38276405e-07   5.44297742e-03   3.39233907e-07   2.02244155e-06
    3.51964525e-04   7.35820213e-05]
 [  4.83880331e-06   1.28465093e-04   5.31544492e-06   4.91224318e-06
    9.81648845e-05   2.66731549e-05   9.99575555e-01   1.37489792e-07
    1.55880698e-04   1.69261355e-07]
 [  5.38652716e-03   9.67554690e-04   4.38423158e-04   6.64197747e-03
    1.40372966e-03   1.22673446e-02   3.04932948e-02   2.23507118e-06
    9.41799700e-01   5.99173422e-04]
 [  2.94702986e-05   1.72705222e-05   5.55469596e-04   4.09636377e-05
    1.45623267e-06   3.00036249e-04   4.33897949e-04   2.28721092e-07
    9.98617530e-01   3.71052579e-06]
 [  1.37302877e-05   3.11500116e-06   1.46946559e-05   8.55036269e-05
    1.04435742e-06   4.82248070e-05   8.42610632e-07   3.06483817e-05
    9.99776185e-01   2.59274566e-05]
 [  1.90668634e-05   9.80662298e-06   3.68298311e-06   1.09418266e-04
    1.03917070e-01   6.76199561e-05   6.08558730e-06   9.74140188e-04
    1.72079177e-04   8.94721031e-01]
 [  1.06130872e-04   4.09892073e-06   1.47857692e-03   3.64489318e-03
    2.75016716e-03   2.47665594e-04   1.31115203e-05   4.07072365e-01
    1.00284279e-03   5.83680093e-01]
 [  9.20116054e-06   9.95112121e-01   8.54514510e-05   1.31074994e-04
    1.99953083e-05   5.85799762e-06   2.86608789e-04   1.51044824e-05
    4.32928000e-03   5.38532959e-06]
 [  9.96576846e-01   3.87706314e-06   1.33576657e-04   1.27313506e-05
    9.30492433e-07   1.53105264e-03   1.68319955e-03   2.31575359e-06
    5.48326570e-05   6.40420751e-07]
 [  9.86764431e-01   3.96219730e-05   5.84650831e-03   7.16654351e-04
    4.69271617e-06   2.30125105e-03   2.09322374e-04   6.29477203e-04
    2.50382419e-03   9.84364306e-04]
 [  2.17977004e-06   6.93753555e-06   2.23098090e-04   2.31619779e-05
    9.83215630e-01   2.29375117e-04   1.20807315e-04   7.59668299e-04
    5.37618216e-05   1.53653231e-02]
 [  1.41624957e-06   1.71531019e-06   3.02525478e-07   1.26521572e-05
    2.50014040e-04   1.42639319e-05   1.27879105e-07   9.97641921e-01
    7.86655619e-06   2.06981529e-03]
 [  2.32821349e-02   7.13421206e-04   8.00928026e-02   2.78194360e-02
    4.13202588e-03   4.82370146e-02   8.52041170e-02   2.22281233e-05
    7.27961004e-01   2.53574131e-03]
 [  5.34252450e-03   3.76140233e-05   2.37726737e-02   1.56573762e-04
    8.77835229e-02   8.61556677e-04   8.78182948e-01   2.92519433e-03
    7.02416291e-04   2.35050218e-04]
 [  4.46851345e-07   2.34707223e-08   4.07410596e-07   8.13727112e-08
    9.99912739e-01   2.36157689e-06   1.27881431e-05   6.95576409e-06
    3.02616099e-05   3.40038350e-05]
 [  2.25026422e-04   4.98330064e-06   2.91415563e-06   3.42018284e-05
    1.73259759e-04   2.20601121e-03   9.97142375e-01   1.19746161e-07
    2.09376376e-04   1.76595449e-06]
 [  1.27809635e-05   1.35766077e-05   2.71645081e-06   2.74619069e-05
    3.78209952e-05   8.38125343e-05   1.07357447e-08   9.89031017e-01
    2.40487643e-05   1.07667679e-02]
 [  1.11345241e-06   8.29648525e-06   2.31579579e-05   1.39046897e-04
    6.73898001e-07   3.21459834e-06   4.12147344e-10   9.98250544e-01
    1.73821991e-05   1.55648473e-03]
 [  2.82339123e-03   1.09102475e-04   1.28301596e-02   3.97286378e-04
    9.49969411e-01   2.59675086e-03   2.25459272e-03   5.30907745e-03
    5.61301946e-04   2.31489167e-02]
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    1.11143898e-04   1.68426254e-06]
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    4.80177067e-03   1.94669981e-02]
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    6.00132102e-04   7.65840383e-03]
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    9.56918716e-01   2.37353801e-04   1.19918084e-03   2.00808910e-03
    9.67954693e-04   3.61277424e-02]
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    5.31555270e-06   9.99901891e-01   4.59883466e-07   3.92242292e-08
    4.74629778e-05   2.63510501e-05]
 [  1.70358660e-04   3.44065884e-05   4.90058970e-04   7.60333729e-04
    8.50735432e-06   6.01626380e-05   2.32768634e-05   3.69143563e-05
    9.97615933e-01   8.00123613e-04]
 [  2.37969289e-05   7.71408395e-06   2.26649485e-04   6.61419017e-06
    1.22428604e-03   1.17852171e-04   9.98201251e-01   2.57484999e-06
    5.11170583e-05   1.38065952e-04]
 [  5.77657716e-04   9.50142741e-01   1.48606980e-02   5.46275266e-03
    1.18766760e-03   3.58482474e-04   6.42829714e-03   2.56785122e-03
    1.73790194e-02   1.03481393e-03]
 [  1.63816672e-03   9.21646006e-06   1.43171812e-03   2.62782991e-01
    3.04838672e-04   1.01319306e-01   6.00556359e-06   6.80145167e-04
    7.64065906e-02   5.55420995e-01]
 [  1.67898781e-06   6.26152257e-07   8.51991899e-07   1.31872848e-05
    1.61794567e-04   5.36210682e-05   5.01069195e-08   9.98397291e-01
    1.58958628e-05   1.35488040e-03]
 [  2.85530319e-07   5.06717068e-09   2.59412682e-05   5.74477372e-06
    3.74692410e-09   1.61088599e-06   3.93690046e-11   9.99938726e-01
    1.10601013e-06   2.66313164e-05]
 [  4.32380039e-05   1.03177683e-06   1.26417051e-03   2.53955477e-06
    4.42978516e-02   1.37989366e-04   9.54207838e-01   7.70362385e-06
    1.74461256e-05   2.02858591e-05]
 [  1.36178676e-02   6.70497213e-03   2.06062896e-03   1.28941080e-02
    2.17785073e-05   4.69358463e-04   3.69720547e-05   2.29592854e-03
    9.56679404e-01   5.21898223e-03]]
INFO:tensorflow:global_step/sec: 162.436
INFO:tensorflow:loss = 0.0990091, step = 16801
INFO:tensorflow:probabilities = [[  2.03440759e-05   1.34230322e-06   5.57722251e-06   1.00003369e-03
    2.12522340e-03   1.73903781e-03   1.18336686e-06   9.47699964e-01
    2.24209434e-04   4.71830666e-02]
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    2.40909774e-03   2.92364039e-05]
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    3.99391772e-03   9.27508771e-01]
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    3.04532063e-04   3.35053797e-03]
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    9.99405146e-01   1.55066955e-05]
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    2.07271787e-05   5.49678552e-05]
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    1.48543657e-03   2.60875211e-04]
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    2.60140514e-04   4.00656834e-03]
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    5.63425652e-04   8.83509278e-01]
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    9.98177052e-01   2.69308512e-05]
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    1.38452217e-01   7.08333937e-06]
 [  3.02539247e-05   1.79434501e-05   9.75808144e-01   1.38419273e-04
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    3.17927857e-04   3.26856934e-05]
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    4.57324713e-05   1.38367265e-01   4.90957275e-02   3.20827127e-07
    8.03008199e-01   8.38836513e-06]
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    1.39588119e-05   7.16988347e-04   1.49182433e-05   2.39140994e-04
    9.90761697e-01   2.28661229e-03]
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    1.43788075e-02   9.22342300e-01]
 [  3.76511202e-03   1.26037601e-04   1.27961370e-03   1.86237579e-04
    8.72732401e-01   1.32173722e-04   1.96229620e-03   1.09850746e-02
    1.48094830e-03   1.07350111e-01]
 [  1.05379600e-04   9.25742928e-03   1.14245554e-02   2.20163092e-02
    3.03065055e-03   6.61405921e-03   1.09903347e-04   1.81543687e-03
    8.88550580e-01   5.70756905e-02]
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 [  1.83373129e-06   9.98952627e-01   8.24396411e-05   2.86704744e-04
    2.35651969e-05   8.21700451e-06   3.25847941e-05   2.35354364e-05
    5.66252274e-04   2.21926457e-05]]
INFO:tensorflow:probabilities = [[  4.29082911e-06   1.71429247e-06   3.39621511e-05   2.36000458e-04
    1.06240213e-06   4.44277939e-05   8.12325762e-10   9.97706413e-01
    7.44348436e-05   1.89761166e-03]
 [  5.87554605e-05   6.18722515e-06   9.49627953e-04   1.31160295e-05
    2.36725129e-04   7.93069426e-04   9.97934580e-01   9.28912129e-07
    3.42042472e-06   3.56588293e-06]
 [  4.90423478e-03   8.50107062e-06   2.78831366e-03   1.93144083e-02
    7.24503421e-04   2.32560677e-03   1.12945773e-03   7.57778434e-06
    9.66959536e-01   1.83788245e-03]
 [  1.62055551e-06   4.73367763e-05   1.13436277e-03   9.98319328e-01
    9.35501248e-06   1.49234213e-04   1.30109527e-06   1.02235128e-06
    3.25249508e-04   1.10495366e-05]
 [  7.70829036e-04   1.00393321e-04   4.27785300e-04   6.39907360e-01
    5.08011726e-05   3.35596025e-01   1.46047666e-03   7.83753057e-06
    2.05131732e-02   1.16530608e-03]
 [  2.49453478e-05   9.71975327e-01   1.12221914e-03   8.69856123e-03
    5.11217536e-03   4.13905177e-03   3.26590583e-04   5.03039162e-04
    6.38980465e-03   1.70836784e-03]
 [  1.54886162e-04   9.85176802e-01   3.65534867e-03   3.20786424e-03
    4.89942264e-04   1.54829308e-04   1.37510011e-04   5.16226422e-03
    1.66869967e-03   1.91762054e-04]
 [  9.93213296e-01   5.10430418e-08   6.31120987e-03   3.46224871e-04
    5.53016966e-10   4.79561731e-06   1.15592456e-06   2.03277665e-07
    1.19878547e-04   3.19646847e-06]
 [  9.59969475e-04   5.69180306e-03   1.46229137e-02   9.34166849e-01
    8.05840245e-04   3.09478380e-02   7.61021907e-03   2.54602579e-04
    4.61021345e-03   3.29750590e-04]
 [  3.93393051e-08   6.75474621e-10   2.52302993e-06   9.99739587e-01
    2.42510829e-12   2.48621771e-04   9.93532622e-13   1.11764500e-08
    1.43080604e-06   7.70243059e-06]
 [  8.49569096e-06   9.98158872e-01   2.18292320e-04   2.04926982e-05
    1.08893779e-04   2.53567505e-05   1.33897061e-03   5.81450331e-06
    1.05279178e-04   9.57306565e-06]
 [  2.20611459e-03   1.33229435e-07   7.01728131e-05   5.18425304e-06
    6.16289326e-05   4.75987054e-06   9.97511029e-01   2.95590734e-08
    1.38476156e-04   2.41356543e-06]
 [  3.62389110e-05   8.08151090e-05   1.70099040e-04   3.10243922e-04
    2.87501724e-04   4.70884697e-04   1.07155677e-06   9.16576624e-01
    1.46073595e-04   8.19204524e-02]
 [  1.00048142e-04   2.74823367e-04   9.85837996e-01   1.11929756e-02
    3.35974988e-07   2.09718337e-03   7.82395437e-05   1.32932655e-06
    4.17009287e-04   7.90624810e-08]
 [  1.04255036e-04   1.17017608e-03   8.41705536e-04   9.88216043e-01
    2.42338933e-06   9.14892647e-03   1.73481876e-05   3.38895939e-06
    4.78788716e-04   1.69272425e-05]
 [  3.05086587e-07   1.01627322e-07   3.70666294e-06   2.28699228e-05
    1.28684426e-03   1.18523194e-05   1.89193461e-08   4.59720381e-03
    1.90295294e-04   9.93886769e-01]
 [  5.34376479e-04   8.41113579e-05   1.90361263e-03   3.81375721e-04
    9.63226676e-01   3.46162845e-03   3.07126436e-03   2.45121046e-04
    1.70678447e-03   2.53850836e-02]
 [  4.29310421e-05   9.92793918e-01   7.05492348e-05   1.06732082e-03
    1.09313085e-04   3.44314147e-04   2.43399845e-04   1.30205051e-04
    4.99877706e-03   1.99337694e-04]
 [  3.76879307e-03   1.27287058e-03   8.20137858e-01   1.21928228e-03
    1.09124943e-04   1.92333209e-05   3.19388625e-03   7.99523477e-05
    1.70118853e-01   8.00288617e-05]
 [  5.39673101e-06   9.96232212e-01   4.40277472e-05   1.28598756e-03
    3.04985995e-04   1.95708180e-05   8.33481608e-05   7.97247165e-04
    6.60185178e-04   5.67056471e-04]
 [  3.94016706e-06   3.74254626e-07   2.32349976e-06   2.30374226e-05
    9.97105896e-01   2.31385202e-04   4.86517201e-05   1.06016477e-03
    7.54717796e-04   7.69492530e-04]
 [  1.89060131e-06   2.79319393e-05   3.16279220e-05   9.95673954e-01
    4.19238268e-06   3.66861816e-03   1.68823036e-07   1.98239817e-07
    5.40947076e-04   5.04896743e-05]
 [  4.85350959e-08   4.55236695e-05   1.10436733e-04   4.05039929e-04
    9.94509810e-06   1.18938453e-06   4.53193998e-08   9.98248696e-01
    2.34699546e-04   9.44356492e-04]
 [  2.21469905e-03   1.63113419e-03   8.53974081e-04   2.40520501e-04
    1.79916754e-01   1.07075181e-02   2.01769583e-02   1.29194828e-02
    7.68438280e-01   2.90066539e-03]
 [  6.11461519e-06   5.94659289e-03   4.85522396e-05   9.88756586e-03
    4.16546836e-02   6.59687619e-04   1.54396948e-05   9.19081569e-01
    6.91184215e-03   1.57879349e-02]
 [  5.02133219e-07   1.08963002e-04   3.12139855e-05   9.99670029e-01
    1.02479828e-06   7.92195860e-05   8.39887022e-08   1.56676651e-05
    6.68779394e-05   2.64530972e-05]
 [  2.08387810e-05   1.12391163e-07   4.70988152e-06   1.22334961e-06
    9.94560182e-01   3.90386238e-04   3.38246668e-04   9.30483162e-04
    7.59772491e-04   2.99406704e-03]
 [  1.74961082e-04   7.36834181e-06   1.02424459e-03   5.48759401e-01
    2.71191611e-03   7.31596500e-02   4.74861508e-06   2.97930068e-03
    2.05553826e-02   3.50623012e-01]
 [  1.52753666e-03   1.26763807e-05   2.59144901e-04   1.46000079e-04
    4.39318857e-04   1.88555010e-03   4.21591685e-04   4.10597240e-05
    9.91691113e-01   3.57595528e-03]
 [  1.53685760e-04   2.29292875e-03   8.77054155e-01   7.80293345e-02
    5.29500609e-03   2.10391125e-04   9.54335774e-05   1.79586634e-02
    1.87107194e-02   1.99725007e-04]
 [  9.52333266e-06   1.43085272e-04   5.28976962e-05   6.09698531e-04
    9.89270031e-01   8.63323148e-05   5.14986095e-05   1.99716166e-03
    6.79899007e-04   7.09990505e-03]
 [  2.91501579e-04   2.64291244e-04   3.32801463e-03   5.27639687e-01
    9.05799316e-05   2.31171235e-01   2.63584297e-05   9.15435794e-06
    2.30859503e-01   6.31964672e-03]
 [  6.97428943e-04   9.71775055e-01   1.20705378e-03   6.19140593e-03
    5.37620718e-03   2.11383696e-04   2.30568068e-04   1.02364523e-02
    3.31958500e-03   7.54857028e-04]
 [  2.82578729e-03   2.82918569e-02   9.87735391e-02   4.53095436e-02
    4.09522409e-06   1.07364081e-04   1.03381815e-07   5.17729640e-01
    2.95248717e-01   1.17093800e-02]
 [  1.29358159e-06   6.27601821e-06   1.27536860e-05   2.51300663e-01
    5.79072002e-05   1.26615760e-03   2.44628886e-08   3.56723933e-04
    5.64280106e-03   7.41355360e-01]
 [  2.36966316e-05   6.36266259e-06   2.21566370e-05   1.48411991e-05
    9.89529908e-01   2.12438259e-04   1.05656240e-04   4.54891851e-04
    4.70944833e-05   9.58302617e-03]
 [  8.33755348e-06   9.63448474e-06   5.63613639e-06   1.40054442e-06
    9.98530149e-01   4.04302293e-04   9.78193784e-05   1.80444476e-05
    1.84890028e-04   7.39684270e-04]
 [  6.03424560e-04   1.59330305e-03   2.35438882e-03   1.50403066e-04
    9.40803066e-03   1.03611045e-03   9.78896916e-01   2.51373185e-05
    5.86713618e-03   6.52707458e-05]
 [  2.85399619e-06   6.84580300e-07   1.58994844e-05   9.93716061e-01
    6.31085797e-08   6.06462918e-03   3.81476051e-09   6.68631128e-06
    2.33211231e-05   1.69810548e-04]
 [  4.80962126e-03   1.22151214e-05   8.16508327e-05   2.85204919e-03
    5.64802159e-03   8.09345841e-02   2.03920268e-02   8.07882031e-07
    8.81113350e-01   4.15570848e-03]
 [  1.41774956e-03   1.87434489e-06   5.25690884e-05   2.27575772e-04
    1.04205590e-02   7.68249520e-05   2.25029653e-05   2.09702514e-02
    7.67153164e-04   9.66042936e-01]
 [  9.77749369e-06   2.44864659e-05   2.31181002e-05   4.97843175e-05
    7.99686193e-01   1.83512026e-03   7.42794646e-06   7.04190359e-02
    1.07261367e-04   1.27837807e-01]
 [  1.33469121e-05   9.91351128e-01   4.58491128e-03   1.06366788e-04
    1.86084770e-04   8.12830513e-06   7.59327886e-05   7.51162443e-05
    3.59361828e-03   5.18395973e-06]
 [  3.14805391e-07   1.52280540e-04   9.98118579e-01   1.69215375e-03
    2.85311103e-07   1.99983219e-07   2.51686424e-06   2.79313610e-07
    3.34216202e-05   1.58488622e-09]
 [  3.80221786e-06   7.26874646e-07   4.98367845e-05   6.65096513e-06
    9.99710262e-01   6.09389917e-06   7.78855028e-05   3.44434884e-05
    2.42949136e-06   1.07845866e-04]
 [  4.79711343e-05   9.20090497e-06   8.80424678e-01   1.13486193e-01
    1.79418275e-04   1.41057071e-05   2.93760604e-05   1.05582096e-03
    1.36656011e-03   3.38681485e-03]
 [  2.99488420e-05   5.19014336e-03   1.38688352e-04   8.70920048e-05
    1.31465888e-04   7.69200909e-04   2.62736634e-04   9.04074986e-05
    9.93187904e-01   1.12419344e-04]
 [  8.89832969e-04   6.47185510e-03   7.45285349e-03   3.06967460e-03
    1.55880547e-03   2.10535969e-03   2.97368042e-05   7.93966770e-01
    2.85529029e-02   1.55902237e-01]
 [  4.69489605e-04   2.02557590e-06   2.28512308e-05   3.04153241e-06
    2.35803836e-05   1.60996904e-04   9.99037981e-01   3.68255911e-07
    2.77957326e-04   1.78865912e-06]
 [  5.75706417e-06   4.43426143e-06   6.18825550e-04   7.32532226e-06
    9.95241642e-01   3.94774861e-06   3.53325100e-04   4.79820555e-05
    4.11526489e-05   3.67569644e-03]
 [  4.01411933e-04   6.66769556e-05   1.38273463e-04   9.82506037e-01
    1.15037546e-05   1.41245127e-02   6.16470743e-06   2.03587024e-05
    1.62693835e-03   1.09806075e-03]
 [  5.49812285e-06   2.21535993e-06   6.01589127e-05   9.97537017e-01
    2.77265769e-07   4.37949551e-04   3.24085256e-08   2.18868172e-06
    1.69338437e-05   1.93779566e-03]
 [  1.07748965e-08   1.84121363e-05   9.99505758e-01   4.70058323e-04
    3.22531446e-06   1.44453809e-08   1.25196073e-06   1.10197123e-08
    1.21002472e-06   2.61809507e-09]
 [  6.56816483e-05   1.93738674e-06   2.45022908e-04   3.98911390e-04
    3.78725344e-05   2.77307845e-04   5.53896461e-06   9.98751998e-01
    5.02708026e-05   1.65496647e-04]
 [  9.79631091e-04   2.53663538e-03   1.12903863e-03   1.62473833e-03
    1.91365863e-04   2.15191767e-03   8.86895521e-07   9.67119396e-01
    9.63221211e-03   1.46341212e-02]
 [  1.26670657e-05   5.22812807e-05   1.84962373e-05   8.93824850e-04
    2.19576340e-03   1.57925184e-04   1.00017360e-06   1.76651068e-02
    2.24686135e-03   9.76756096e-01]
 [  1.67062666e-04   3.56398486e-05   4.85493016e-04   3.16828737e-05
    2.80217908e-04   1.43070891e-02   9.84496593e-01   2.12981931e-07
    1.94758599e-04   1.25200552e-06]
 [  2.31884565e-04   2.75743456e-04   3.48526170e-03   6.96214568e-03
    6.02417749e-05   1.80876814e-03   3.09156545e-04   6.80672019e-05
    9.86157298e-01   6.41453837e-04]
 [  3.99158853e-05   1.68455008e-03   9.82843876e-01   8.08654912e-03
    5.71882119e-05   7.42716220e-05   1.42276782e-04   6.65332377e-03
    3.28360591e-04   8.97575810e-05]
 [  3.62607636e-07   1.71014983e-06   3.76088224e-06   1.10038607e-04
    1.67698295e-06   3.33465432e-05   3.87489513e-10   9.99257505e-01
    5.40458768e-06   5.86251961e-04]
 [  9.94577646e-01   1.14247655e-06   3.40918741e-05   1.77686088e-05
    5.11127894e-07   4.73829059e-05   5.29513648e-03   1.57117725e-07
    2.55604828e-05   4.15676453e-07]
 [  1.32985733e-05   3.33895127e-06   4.16487001e-06   4.47707949e-03
    1.02079476e-07   9.95063603e-01   2.61057576e-04   6.97123970e-10
    1.72828819e-04   4.44952229e-06]
 [  8.54778773e-05   2.14500280e-04   1.52801001e-03   9.35545177e-06
    9.95826304e-01   3.10543604e-04   1.64432812e-03   5.81986424e-05
    6.67747954e-05   2.56659347e-04]
 [  1.99171845e-04   3.35767231e-06   9.51860666e-01   4.75276262e-02
    1.91066889e-07   7.20588141e-05   2.31180486e-04   1.19696724e-08
    1.05795618e-04   1.11735936e-08]
 [  4.24211932e-04   2.17605862e-06   6.13903860e-03   1.40785801e-06
    6.54257417e-01   1.61729156e-04   3.38894933e-01   1.45222066e-05
    1.00534322e-04   4.03775493e-06]
 [  5.94940175e-05   1.67967897e-04   9.97332811e-01   1.44541729e-03
    4.47640609e-08   2.51311372e-04   4.56496127e-06   4.12485406e-06
    7.32133107e-04   2.27217424e-06]
 [  1.18786174e-05   1.24578392e-07   3.34214819e-05   2.61868536e-07
    1.93704309e-05   7.82751067e-06   9.99830246e-01   8.12502599e-09
    9.68023887e-05   2.52159627e-08]
 [  9.75801609e-04   6.33444607e-01   4.09410242e-03   2.60511577e-01
    4.10656491e-03   1.55310298e-03   3.70459980e-04   3.61045450e-02
    2.41975691e-02   3.46416607e-02]
 [  1.01418118e-08   3.22450774e-07   9.99938846e-01   5.73593643e-05
    4.44890595e-08   1.89510740e-09   5.39885754e-08   7.64950485e-08
    3.34336733e-06   3.39695633e-10]
 [  8.30281715e-06   2.16784929e-06   1.35768560e-05   1.26302271e-04
    9.74203944e-01   1.05057741e-04   1.32419518e-05   7.95455708e-05
    1.47772487e-04   2.53000204e-02]
 [  9.99683738e-01   3.14846034e-08   8.66340488e-05   5.13638179e-06
    3.73865205e-09   1.96392124e-04   1.39563599e-06   2.38341249e-06
    2.36384203e-05   6.65089885e-07]
 [  3.46952525e-04   6.16210036e-06   2.41274291e-04   2.02702245e-06
    9.00938394e-05   7.76856687e-05   9.98871863e-01   7.60982800e-07
    3.59115220e-04   4.08347432e-06]
 [  4.66369204e-02   8.60515456e-07   4.49166575e-04   1.09294495e-04
    2.75436796e-05   1.37718674e-02   5.26205440e-06   9.22196269e-01
    5.03634074e-05   1.67524423e-02]
 [  2.32161824e-06   2.25356445e-07   1.15378980e-05   1.15929251e-05
    1.78457969e-06   1.27351059e-05   6.16458967e-11   9.99222636e-01
    3.12998854e-05   7.05927785e-04]
 [  4.47769054e-07   1.72593973e-05   2.74214923e-04   1.24896353e-03
    1.85106455e-05   6.93073962e-05   5.59169275e-05   3.03905026e-08
    9.98315096e-01   1.99594623e-07]
 [  9.96445119e-01   1.48512824e-09   3.48141091e-03   4.87762190e-05
    1.70686771e-08   1.35623877e-05   2.19990170e-06   5.05186381e-06
    7.50968411e-07   3.10830228e-06]
 [  2.43343311e-04   1.56067035e-05   9.97208655e-01   1.20408705e-03
    3.53696756e-04   3.78821169e-05   6.36355544e-05   3.36108678e-05
    3.75986681e-04   4.63533885e-04]
 [  4.50684894e-07   1.48487572e-06   8.97322820e-07   1.09312288e-03
    2.28786874e-07   9.98486638e-01   6.87396232e-06   2.84007520e-08
    3.98553908e-04   1.17684067e-05]
 [  5.92845197e-07   2.22968367e-07   2.99477142e-06   1.31946435e-04
    1.51245462e-04   7.05513230e-05   2.09333457e-08   3.00139524e-02
    9.50788017e-05   9.69533324e-01]
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    5.56089472e-05   5.49515153e-06   9.99904990e-01   2.78277468e-09
    1.03912487e-06   2.45861749e-08]
 [  5.11946972e-04   9.84924614e-01   1.17225829e-03   2.52959551e-03
    2.28811870e-04   2.74632388e-04   2.66848016e-04   3.70918214e-03
    6.13773847e-03   2.44389143e-04]
 [  1.12805958e-06   1.33683352e-04   7.36582442e-05   9.75634634e-01
    2.31612012e-05   3.21763125e-03   1.57075237e-06   3.51878320e-04
    1.66357420e-02   3.92696960e-03]
 [  3.33327102e-04   5.79099797e-05   3.73098846e-05   3.46359710e-04
    6.41512361e-06   9.97852325e-01   4.81815689e-04   1.06347552e-05
    8.58305313e-04   1.57888553e-05]
 [  1.85403678e-05   4.08321694e-06   1.17368196e-04   5.68716860e-06
    1.97133608e-03   3.64357373e-04   9.97218370e-01   2.15384631e-07
    1.38586634e-04   1.61422533e-04]
 [  4.87309007e-05   1.80443792e-04   2.87546292e-02   4.66484666e-01
    1.17339041e-05   6.99614882e-02   4.23888487e-05   7.82107410e-04
    4.33678865e-01   5.49837750e-05]
 [  5.56539044e-06   7.65986030e-08   7.28784016e-06   1.68063764e-07
    9.98869956e-01   3.60228965e-04   4.46004888e-05   4.34806170e-05
    2.64408245e-05   6.42169616e-04]
 [  2.62813251e-06   2.46791961e-03   4.46839407e-02   1.39824495e-01
    3.10209289e-05   3.95159950e-05   1.53648000e-06   8.12173903e-01
    5.02763374e-04   2.72223609e-04]
 [  3.50649954e-09   2.03495265e-09   1.69987928e-07   3.87902652e-08
    9.99986053e-01   1.07074607e-06   9.59661932e-08   1.42246108e-06
    1.01945989e-06   9.99113217e-06]
 [  8.91977621e-08   6.25252383e-08   6.70493246e-05   9.99920487e-01
    6.46437393e-09   9.55073301e-06   9.87418133e-11   1.25617747e-08
    2.04705543e-06   7.36333732e-07]
 [  2.95615359e-06   2.85792266e-05   6.76270982e-04   9.98907804e-01
    4.75699169e-09   1.01249716e-04   1.22388233e-08   1.42001829e-06
    2.59552995e-04   2.21335904e-05]
 [  9.99930978e-01   1.83262250e-09   1.84024191e-06   3.56003511e-07
    1.01688926e-07   4.88946425e-05   1.22250485e-05   1.54334714e-08
    5.55451652e-06   5.74878456e-08]
 [  1.34421542e-04   3.23756041e-07   1.18240132e-05   5.90114098e-04
    5.20214926e-05   9.95859921e-01   3.14879981e-05   5.55817621e-07
    3.26907821e-03   5.01644536e-05]
 [  1.49284188e-05   8.89389336e-01   1.13556965e-03   2.10001506e-02
    1.18957891e-03   1.06954125e-04   5.65568234e-06   5.75774983e-02
    1.94930173e-02   1.00871976e-02]
 [  1.70359854e-07   1.33658788e-04   9.99225020e-01   4.10037464e-04
    3.10376187e-08   1.98132099e-07   3.83194163e-07   2.52211237e-07
    2.30291567e-04   4.05089544e-08]
 [  1.26711320e-05   5.19790646e-08   1.38968267e-06   1.51474157e-03
    5.32096601e-05   9.97289419e-01   4.71403364e-05   8.41738938e-07
    4.04522056e-04   6.75979303e-04]
 [  4.39514770e-06   3.55002408e-06   9.93558943e-01   6.25345018e-03
    1.13963742e-05   1.93991655e-05   2.01322609e-06   1.04513592e-05
    1.07344415e-04   2.91275119e-05]
 [  1.06245792e-03   9.82371390e-01   3.99995083e-03   2.21226411e-03
    4.48570005e-04   1.87583180e-04   4.55304096e-03   1.22420886e-03
    3.60371545e-03   3.36775964e-04]
 [  3.80934284e-06   3.11524460e-08   9.79375955e-07   4.63900833e-05
    3.18116508e-06   9.88950431e-01   1.73778915e-07   2.65559652e-06
    1.09825069e-02   9.86643681e-06]
 [  7.40120365e-09   3.53658397e-05   9.99644637e-01   3.18726350e-04
    1.55895158e-10   5.89820859e-10   2.56556132e-09   1.11139263e-06
    7.11870314e-08   2.42189324e-11]
 [  1.40387738e-05   3.42132189e-05   2.56444891e-05   2.44876882e-03
    1.91168918e-03   2.51511578e-04   2.10859821e-06   1.65935215e-02
    4.91059851e-03   9.73807871e-01]]
INFO:tensorflow:global_step/sec: 163.887
INFO:tensorflow:loss = 0.0896145, step = 16901
INFO:tensorflow:probabilities = [[  9.99974012e-01   4.86406124e-11   2.09292989e-06   3.78103948e-07
    2.47745817e-11   2.28775716e-05   1.20631640e-07   5.07804110e-09
    4.29774644e-07   5.72985037e-09]
 [  2.35709449e-05   1.10106703e-06   2.59406806e-05   1.47343162e-04
    9.35621429e-08   4.14310984e-04   1.23650459e-08   1.41420693e-04
    9.99095321e-01   1.50905194e-04]
 [  3.81047585e-06   7.25564917e-07   8.52056473e-06   6.90319757e-06
    9.93470669e-01   1.08010347e-04   1.45258500e-05   6.64154213e-05
    8.80245352e-06   6.31151162e-03]
 [  9.99989152e-01   1.41718179e-10   6.95894641e-07   1.17630499e-07
    1.10511633e-09   6.37315134e-06   5.07272148e-07   9.68143965e-08
    1.25735221e-06   1.73653666e-06]
 [  5.94199400e-06   5.36860476e-08   6.79147263e-08   4.25123108e-06
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    3.48726786e-07   2.73273606e-03]
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    4.05551732e-01   4.00915160e-05]
 [  1.35843977e-04   2.11143401e-06   3.72856994e-05   4.42287956e-06
    1.11268047e-04   1.07527972e-04   9.98434007e-01   1.78890271e-08
    1.16719783e-03   2.26454119e-07]
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    2.33669160e-03   9.71399546e-01]
 [  8.93710356e-04   1.98212406e-03   1.28231128e-03   4.74211797e-02
    2.72570556e-04   9.24176037e-01   1.18740797e-02   7.51439529e-06
    1.17185535e-02   3.71957489e-04]
 [  5.58211432e-05   5.70564116e-05   5.18695684e-03   1.34269983e-04
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    9.94272470e-01   1.86333182e-05]
 [  2.37489385e-05   1.36022078e-04   8.91445205e-04   3.78419692e-03
    3.60946208e-01   5.47497114e-03   3.07561771e-04   6.25326019e-03
    1.26985032e-02   6.09484017e-01]
 [  1.30817166e-03   1.69730833e-04   3.20052321e-04   4.67925984e-03
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    5.48160775e-03   4.47035336e-06]
 [  1.63463471e-06   2.97726743e-04   4.97556066e-05   7.30813853e-03
    2.72353267e-04   5.68983378e-04   9.58716896e-07   2.08588244e-04
    8.84866536e-01   1.06425360e-01]
 [  1.29168775e-05   3.33784953e-07   9.04193803e-05   9.51582777e-08
    6.58540012e-05   7.52643382e-06   9.99807775e-01   3.50072433e-08
    1.34558004e-05   1.71031490e-06]
 [  1.59686915e-05   3.02812191e-06   9.03273176e-05   3.93283693e-03
    9.21515948e-06   2.29818281e-03   4.76947571e-05   3.71209495e-07
    9.93582666e-01   1.97028530e-05]
 [  4.30071741e-05   3.90232963e-05   3.14973702e-04   4.02576174e-04
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    1.72694004e-03   9.76967573e-01]
 [  3.33377500e-07   3.11544250e-06   3.89260958e-06   9.93263841e-01
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    4.01348443e-05   1.26390636e-03]
 [  1.35507114e-04   9.92429078e-01   3.38163250e-03   6.57772121e-04
    1.78227288e-04   2.60404977e-05   5.17094217e-04   1.79651775e-03
    8.52789439e-04   2.54096558e-05]
 [  1.34428910e-06   2.16452258e-06   1.05861539e-03   2.68024735e-07
    4.08600941e-02   4.36425944e-05   9.57998335e-01   1.77303122e-07
    2.78188090e-05   7.43422379e-06]
 [  4.06046274e-05   3.16517428e-04   7.38538860e-04   9.92362738e-01
    4.27646860e-08   3.60006676e-03   3.95988809e-06   1.57574323e-04
    1.09837239e-03   1.68163772e-03]
 [  5.59051623e-05   9.98448730e-01   5.57871419e-04   1.55118498e-04
    9.19598097e-05   2.26952379e-05   1.80796720e-04   1.60340394e-04
    3.03965440e-04   2.25216936e-05]
 [  5.26021686e-05   9.53543901e-01   3.29090573e-04   1.40339220e-02
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    4.55442257e-03   1.08478671e-05]
 [  2.96517654e-04   5.64530126e-07   3.66306573e-04   2.05455945e-05
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    9.99182880e-01   8.28126431e-05]
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 [  5.74960941e-05   1.32287169e-05   3.18840961e-04   4.54491557e-04
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    9.95868087e-01   2.08790973e-03]
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    8.78502604e-08   4.49149269e-07   3.69390317e-11   9.99747336e-01
    2.05210495e-06   2.40592708e-04]
 [  1.89363691e-05   1.38466003e-05   1.91973624e-04   3.51621679e-06
    8.21404799e-04   2.98294672e-05   9.98903513e-01   1.70170858e-06
    4.77454932e-06   1.04513247e-05]
 [  4.82061514e-05   2.26716210e-07   1.92322594e-03   7.07208039e-03
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    9.90697026e-01   4.53654102e-05]
 [  5.53104037e-04   3.49630194e-04   4.09020577e-05   3.22457543e-03
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    3.75864957e-03   1.66758837e-05]
 [  1.66795453e-05   2.92337045e-05   2.85254773e-05   7.21188480e-05
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    5.96890110e-04   1.79559290e-01]
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    7.32521235e-04   5.09909805e-05]
 [  9.99800503e-01   2.19668550e-08   9.86705927e-05   1.15634557e-05
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    3.12073553e-06   2.63073252e-05]
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    8.52473546e-04   3.95902171e-04]
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 [  4.17285785e-03   1.07754004e-05   1.07862428e-02   5.61783426e-02
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 [  1.60810450e-04   9.84611571e-01   6.86021172e-04   1.42511004e-03
    4.23363032e-04   3.53189855e-04   3.44593049e-04   1.38313902e-04
    1.17633380e-02   9.36117940e-05]
 [  9.27748317e-07   5.83759117e-07   2.56092870e-04   1.79328999e-05
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    2.77301506e-03   3.15250742e-04]
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    3.40785075e-04   1.82409659e-01]
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    2.41405487e-05   3.05904068e-05]
 [  1.15558147e-01   1.45559214e-04   4.96889756e-04   1.25281990e-03
    1.06484769e-02   1.33457735e-01   1.16121664e-03   6.25465393e-01
    1.24468766e-02   9.93668735e-02]
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    3.44238870e-05   1.06949685e-02]
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 [  4.42305958e-04   2.35456415e-03   9.49323922e-03   7.61568197e-04
    1.20069776e-02   2.62802292e-04   9.74045813e-01   6.33525124e-05
    4.22337966e-04   1.47034298e-04]
 [  9.93448436e-01   1.38899139e-07   1.67743092e-05   1.20849211e-06
    4.76340165e-06   4.74191358e-04   6.04857551e-03   2.35476151e-07
    5.71102510e-06   3.53862397e-08]
 [  1.67298166e-03   1.38474983e-08   1.12786768e-06   2.22358867e-05
    8.76166450e-05   1.94721561e-05   2.31472308e-09   9.91949439e-01
    1.02725317e-05   6.23684563e-03]
 [  3.46526795e-04   9.93227541e-01   1.35691813e-03   2.32811217e-04
    4.70123428e-04   1.58909115e-05   2.03271964e-04   2.24520350e-04
    3.89255513e-03   2.98339291e-05]
 [  2.63026450e-03   9.86130655e-01   1.67916191e-03   2.35260348e-03
    2.10479047e-04   3.83955688e-04   1.86748267e-03   6.43348845e-04
    3.98796936e-03   1.14062845e-04]
 [  2.38713733e-06   1.17582006e-08   2.66051670e-09   3.09559182e-05
    3.63674468e-09   9.99934912e-01   1.11712586e-06   1.66687253e-09
    3.04668119e-05   1.66233079e-07]
 [  8.90568572e-06   1.85142038e-04   5.83269924e-04   9.97156262e-01
    7.26241778e-09   5.65404946e-04   2.95715079e-08   5.92048127e-05
    1.42150384e-03   2.04598582e-05]
 [  9.99447405e-01   1.44438488e-08   5.29572542e-04   2.03096602e-06
    2.03626227e-10   2.09566835e-07   6.36103259e-09   8.23095974e-08
    5.35054824e-07   2.00764825e-05]
 [  1.03009666e-06   2.14028969e-05   8.35884071e-04   9.98547971e-01
    9.13717173e-08   2.77838786e-04   4.68056783e-07   2.14670010e-07
    3.14710109e-04   1.82026554e-07]
 [  9.09394148e-05   2.70598339e-05   6.78513743e-06   3.91430403e-05
    4.17528558e-04   9.24064934e-01   7.38434196e-02   4.06589862e-07
    1.49939826e-03   1.05061299e-05]
 [  6.97579817e-04   7.20813769e-05   8.20232730e-04   2.53488979e-04
    8.85386311e-04   1.95309360e-04   2.01342573e-06   9.26768482e-01
    2.73263227e-04   7.00322762e-02]
 [  8.98286700e-04   1.98380556e-03   9.40440409e-03   7.70347640e-02
    9.76552201e-07   4.74096648e-03   1.61520902e-07   8.35534096e-01
    2.56377403e-02   4.47647348e-02]
 [  1.60232317e-04   9.77826834e-01   1.22431584e-03   9.35674924e-03
    1.19183846e-04   3.09526396e-04   2.06858895e-04   4.83582914e-03
    3.49339657e-03   2.46713264e-03]
 [  8.40309134e-04   1.05955945e-02   2.21702248e-01   9.57837254e-02
    2.71157078e-05   1.37453797e-04   1.44256963e-04   6.03464374e-04
    6.70098305e-01   6.76018171e-05]
 [  8.82040360e-04   4.09099281e-01   2.12719701e-02   6.86437711e-02
    1.19838165e-02   2.14249212e-02   3.99659271e-04   3.03379953e-01
    4.51851711e-02   1.17729463e-01]
 [  8.01630833e-08   1.73580472e-09   6.25615968e-08   6.66077267e-06
    9.82429504e-01   1.10208918e-03   4.63836022e-06   1.26146839e-03
    8.50992836e-03   6.68556057e-03]
 [  1.20636487e-05   9.96093571e-01   3.45532462e-04   6.75714051e-04
    1.71650376e-04   1.63804380e-05   4.67648555e-04   1.31426918e-04
    2.00011302e-03   8.57493869e-05]
 [  1.50952610e-05   2.38702385e-04   6.76687865e-04   2.80931499e-03
    5.20116919e-06   3.22199085e-05   1.06649630e-07   9.94540751e-01
    9.45893553e-05   1.58734911e-03]
 [  2.43183272e-03   1.49031684e-05   6.80495805e-06   2.69163156e-05
    7.68909376e-06   9.69659090e-01   8.71766758e-07   2.47363523e-02
    2.91665783e-03   1.98895053e-04]
 [  5.34229366e-06   9.01893418e-06   1.76705566e-06   1.50552296e-04
    6.87131831e-07   9.99631882e-01   1.50599415e-04   1.08606928e-08
    4.48514074e-05   5.31168553e-06]
 [  4.28101202e-07   2.79966850e-09   6.67352467e-08   4.34752437e-05
    6.96475695e-07   9.99894023e-01   8.22222034e-07   8.64448335e-09
    3.93422888e-05   2.11097431e-05]
 [  6.43160729e-06   3.72405928e-09   1.32413390e-07   6.69500878e-05
    3.22006137e-08   9.99650598e-01   8.63011209e-08   4.63406832e-06
    2.53397680e-04   1.77661150e-05]
 [  2.76560429e-04   9.86258149e-01   3.54228169e-03   1.39049999e-03
    1.68883090e-03   3.69382382e-04   8.53943464e-04   4.55080299e-03
    7.48789404e-04   3.20789404e-04]
 [  3.75116338e-06   5.38115216e-07   4.38177494e-06   3.20629312e-07
    3.20781946e-05   1.72358364e-06   9.99954104e-01   1.67642913e-08
    2.59591752e-06   5.32120907e-07]
 [  9.99580324e-01   1.02763096e-07   8.81325832e-05   1.19640408e-05
    1.29023917e-07   9.91428824e-05   1.28453830e-04   1.92245825e-05
    7.58157967e-07   7.18883821e-05]
 [  4.51355567e-03   4.91155311e-04   6.73650356e-04   2.56901663e-02
    4.78724360e-06   9.65384483e-01   2.30375212e-03   1.40308284e-05
    7.52031396e-04   1.72358385e-04]
 [  8.86266389e-06   9.98494506e-01   9.36913275e-05   3.99518700e-04
    3.41737214e-05   5.50223513e-06   1.94435779e-05   4.37846204e-04
    4.31744847e-04   7.49735846e-05]
 [  9.04880653e-06   4.82126916e-06   5.34588082e-07   1.89993400e-04
    1.24639678e-06   9.97323096e-01   1.10363217e-05   9.94190145e-07
    2.42846878e-03   3.07636437e-05]
 [  3.63309323e-06   3.38045243e-06   9.98026669e-01   1.73928402e-03
    6.72064607e-06   1.51140227e-06   8.87146030e-07   3.12874590e-06
    1.95379514e-04   1.95062166e-05]
 [  3.07353446e-04   1.32623234e-06   5.77887040e-05   2.62371759e-04
    9.11104754e-02   7.02769205e-04   4.03282829e-05   1.03419810e-03
    8.85498419e-04   9.05597925e-01]
 [  9.97836053e-01   1.53369708e-08   1.85388722e-03   4.40965705e-05
    2.91239900e-07   4.11461697e-05   1.14069026e-05   1.28840420e-05
    5.51637786e-05   1.45162121e-04]
 [  3.26972309e-04   5.11187653e-04   9.97952342e-01   5.51869161e-04
    4.43999170e-06   5.70652119e-05   4.77946538e-04   7.48158664e-06
    1.10310801e-04   3.67339368e-07]
 [  1.63509358e-05   3.08153722e-06   3.83220147e-04   3.33733782e-02
    1.69030068e-06   9.65467930e-01   7.03637056e-07   5.07187942e-05
    4.17148898e-04   2.85826070e-04]
 [  8.14732444e-03   6.48598012e-04   1.93755701e-03   1.64744712e-03
    8.23259726e-02   1.11821564e-02   4.94955108e-03   1.11747533e-03
    3.69565308e-01   5.18478572e-01]
 [  2.70574703e-03   1.11783796e-03   5.41514950e-03   9.22437608e-01
    1.27954219e-04   3.68393809e-02   5.94369508e-03   8.44390038e-03
    9.76000819e-03   7.20858155e-03]
 [  1.34269321e-05   4.33400828e-06   2.28723056e-05   1.60195690e-04
    9.71067369e-01   5.83101180e-04   2.73334677e-04   4.10004781e-04
    1.35374110e-04   2.73300428e-02]
 [  1.33729493e-03   1.12577376e-03   2.68269010e-04   1.11903343e-02
    4.53791916e-02   2.81786290e-03   2.79611777e-05   1.01776170e-02
    6.00018539e-03   9.21675563e-01]
 [  4.63806900e-05   3.20301695e-07   2.61123641e-05   1.79442065e-06
    7.89484475e-05   2.48249926e-05   9.99763429e-01   2.27705570e-08
    5.61629895e-05   2.06221057e-06]
 [  7.99099507e-04   7.29155121e-03   4.10327222e-03   4.03522141e-03
    2.20044181e-04   2.83565139e-03   1.13487465e-03   8.62808156e-05
    9.78704810e-01   7.89134356e-04]
 [  5.38386405e-04   7.41517544e-02   3.90284210e-02   6.08809385e-03
    1.00186290e-02   4.76616086e-04   8.64173949e-01   1.59730291e-04
    5.27423061e-03   9.02613901e-05]
 [  9.04891713e-05   9.76472199e-01   2.67701759e-03   3.82935023e-03
    1.63903413e-03   6.36659330e-03   1.63488928e-03   3.34258802e-04
    6.60033617e-03   3.55774566e-04]
 [  4.10669920e-04   1.19354801e-04   4.53438610e-04   1.37296011e-04
    6.30313589e-04   2.84684473e-04   9.96498704e-01   4.46774675e-06
    1.45727652e-03   3.85530439e-06]
 [  8.32523892e-06   2.04196949e-05   1.09570785e-04   4.47733146e-05
    1.36520364e-04   1.34973860e-04   9.99452412e-01   1.12792684e-07
    9.24098858e-05   4.26869093e-07]
 [  7.54564780e-06   9.93612587e-01   9.10896983e-04   2.08594115e-03
    2.40103163e-05   4.19715070e-06   1.02781914e-05   2.72348500e-03
    4.83086158e-04   1.37941141e-04]]
INFO:tensorflow:probabilities = [[  7.23864141e-05   9.44485128e-01   2.18406264e-02   7.54872849e-03
    3.07565113e-03   4.31923242e-03   6.41689257e-05   2.41029449e-03
    1.60788018e-02   1.05031635e-04]
 [  1.66027137e-04   6.53540425e-04   9.36841479e-06   4.50946949e-03
    6.66929482e-05   9.91671443e-01   3.18752776e-04   6.93461379e-06
    1.18078094e-03   1.41709729e-03]
 [  5.30233265e-05   2.71963188e-07   2.53592763e-04   4.02927617e-05
    5.70760276e-05   1.79212308e-04   3.41367231e-05   4.05902938e-06
    9.97289896e-01   2.08849623e-03]
 [  3.16318947e-05   9.93508101e-01   1.91220242e-04   3.04833287e-03
    4.02793841e-04   1.72405169e-04   1.13421920e-04   1.33869087e-03
    1.06173975e-03   1.31537876e-04]
 [  2.06570112e-04   1.17572094e-03   1.62784271e-02   9.83912777e-03
    5.86204696e-05   3.43252788e-04   5.06591714e-05   1.57691160e-04
    9.71213520e-01   6.76330703e-04]
 [  1.93059779e-04   6.35279866e-04   4.12137667e-03   2.88572104e-04
    3.08280833e-05   9.86980617e-01   1.94247009e-03   4.83602707e-05
    5.72821079e-03   3.10326795e-05]
 [  3.21692496e-05   1.49164489e-03   2.82786816e-01   8.05663783e-03
    1.05947998e-04   6.44710497e-04   5.15018746e-06   3.34047914e-01
    3.51080567e-01   2.17484199e-02]
 [  4.79877082e-04   9.21308092e-05   9.26656474e-04   1.73529680e-03
    1.82053001e-04   9.93618488e-01   2.33956947e-04   4.31700522e-04
    1.97267090e-03   3.27190472e-04]
 [  9.04488297e-06   3.15636640e-07   9.24726919e-06   5.34905121e-06
    7.36340787e-03   9.46046566e-05   5.49342296e-08   4.69898019e-04
    1.29573542e-04   9.91918504e-01]
 [  3.65508458e-05   1.97132467e-05   1.90273821e-02   2.33304272e-05
    9.74163413e-01   2.93980818e-04   5.72288549e-03   2.03993201e-04
    3.89520050e-04   1.19263575e-04]
 [  2.51224197e-08   1.72034277e-07   1.00688601e-06   8.42349327e-05
    1.41526783e-07   5.03339038e-07   1.68648585e-11   9.99672890e-01
    1.59701688e-06   2.39535206e-04]
 [  3.21369444e-05   9.82073784e-01   8.54406797e-04   1.50771858e-03
    5.31853642e-04   6.51741982e-04   1.89304526e-04   1.46381033e-03
    1.22595541e-02   4.35624039e-04]
 [  3.32918717e-04   7.90837337e-04   9.04808223e-01   8.98908004e-02
    5.26234980e-05   9.68623790e-05   3.10868272e-05   2.78449059e-03
    1.13040954e-03   8.18094341e-05]
 [  5.81307278e-04   4.45491850e-07   8.55771941e-04   9.98385310e-01
    3.96037876e-07   2.62730955e-05   1.04137342e-07   5.72721547e-07
    8.11155187e-05   6.87020220e-05]
 [  8.55794991e-04   1.39473586e-05   1.15354580e-03   3.51675233e-04
    1.45195797e-03   8.48120265e-03   5.54566504e-04   5.38859284e-04
    9.68064845e-01   1.85335968e-02]
 [  1.11582881e-06   9.98854756e-01   4.24762868e-04   4.39717624e-05
    1.70956737e-05   1.49750463e-06   1.61077878e-05   3.52532923e-04
    2.80192908e-04   7.96737277e-06]
 [  3.31251416e-03   6.35760138e-03   1.50576583e-03   9.45738144e-03
    6.81509962e-03   8.16536769e-02   4.83136475e-01   1.06238231e-05
    4.06232029e-01   1.51892728e-03]
 [  4.45625545e-07   1.30855040e-06   9.98331726e-01   1.63876335e-03
    8.47715398e-10   1.13328191e-07   2.98858502e-08   9.70066836e-08
    2.74569211e-05   3.32056244e-10]
 [  1.39339154e-05   2.46705633e-04   2.64104136e-04   9.58399236e-01
    4.99309273e-04   2.68946923e-02   7.88053512e-06   1.13646558e-03
    1.08777368e-02   1.65990612e-03]
 [  1.63548189e-04   9.80243921e-01   1.34047912e-03   1.41712360e-03
    7.67518723e-05   1.79185281e-05   6.38021947e-06   1.53773567e-02
    1.24263577e-03   1.13981696e-04]
 [  7.41560534e-02   9.34947133e-02   1.52279278e-02   8.50805547e-03
    1.18834767e-02   1.27680544e-02   7.34321415e-01   9.56647913e-04
    4.81948182e-02   4.88857331e-04]
 [  2.06319545e-03   6.57945639e-05   8.05843711e-01   3.24968994e-02
    9.42256861e-07   8.54558195e-04   2.69192793e-08   2.10038982e-02
    1.24234661e-01   1.34363323e-02]
 [  9.27359215e-05   9.95582402e-01   4.40051779e-04   6.03393244e-04
    7.42115226e-05   5.10264836e-05   3.04014702e-05   1.16515369e-03
    1.85024354e-03   1.10475659e-04]
 [  1.86397756e-05   3.92186412e-05   3.50887150e-01   4.12745176e-05
    1.20643321e-07   2.18080163e-06   1.46745975e-07   2.72575380e-05
    6.48959279e-01   2.46669715e-05]
 [  9.72512841e-01   3.71873830e-05   7.49053259e-04   2.18077694e-04
    3.29863142e-05   2.43691131e-02   2.46417592e-04   1.10734417e-03
    3.14981735e-04   4.11834160e-04]
 [  7.15239685e-06   5.05298715e-07   7.37285736e-05   3.72248621e-07
    5.07444820e-05   3.01640073e-04   9.99558985e-01   1.83274906e-08
    6.26954125e-06   6.15242698e-07]
 [  4.65034482e-08   8.37687324e-08   1.32337609e-05   2.74698832e-05
    5.39901009e-07   9.65765321e-06   1.36914022e-10   9.90340531e-01
    4.92363982e-03   4.68490133e-03]
 [  7.71310704e-04   1.81684463e-05   9.94837463e-01   3.66865715e-04
    4.75791094e-05   3.03691224e-04   2.58502973e-06   3.07320710e-03
    1.43322715e-04   4.35665890e-04]
 [  1.76708156e-03   2.95811842e-05   1.94054493e-03   1.23890262e-04
    1.89004391e-02   1.02180993e-05   1.35129289e-04   2.29735281e-02
    8.67659634e-04   9.53251898e-01]
 [  9.99234796e-01   1.79074831e-07   5.89840893e-05   3.17068270e-06
    1.49161224e-06   3.54238291e-05   5.26357553e-06   1.12412352e-04
    2.74028949e-04   2.74197781e-04]
 [  2.20891366e-06   2.36066012e-06   1.40735402e-03   4.47320193e-03
    1.47462288e-06   4.13865724e-04   1.14362410e-06   4.02531697e-07
    9.93695676e-01   2.36356163e-06]
 [  7.06117874e-07   7.54462735e-06   2.12271189e-05   9.96409237e-01
    1.94531069e-07   2.58144387e-03   1.73615646e-08   1.07887513e-06
    9.40775732e-04   3.78094701e-05]
 [  1.99406772e-04   9.84874666e-01   7.88047328e-04   3.77429579e-03
    7.57220143e-04   8.09166595e-05   3.04753979e-04   5.71770314e-03
    2.01044837e-03   1.49262697e-03]
 [  4.73121926e-03   4.02213345e-07   1.61817607e-05   8.99559236e-05
    6.75708696e-04   7.63411075e-03   4.60601882e-07   8.52214575e-01
    1.18674689e-04   1.34518772e-01]
 [  4.85443616e-06   3.62093087e-05   2.26703796e-05   9.93513130e-03
    5.21983711e-05   6.34644937e-04   1.36078242e-07   9.52171385e-01
    2.47201358e-04   3.68955284e-02]
 [  2.78184530e-06   8.48441175e-08   1.89211933e-04   1.14771388e-01
    2.48513203e-07   7.42928917e-03   1.99629227e-07   6.44754039e-07
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    1.71820320e-05   2.61807261e-04]
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    4.36704540e-05   1.32208163e-06]
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    2.37349477e-02   1.29471358e-04]
 [  6.13862707e-04   3.45363165e-03   1.48773612e-02   1.21822180e-02
    8.40806365e-01   6.91485591e-03   1.13231745e-02   8.57846066e-03
    1.73930638e-02   8.38570520e-02]
 [  6.07459748e-04   2.31506918e-02   4.63031611e-04   1.01823946e-02
    2.46814296e-01   3.85466889e-02   7.12174864e-04   1.07487841e-02
    3.26090567e-02   6.36165440e-01]
 [  7.02126920e-02   1.86052785e-04   4.63325232e-01   3.21067317e-04
    3.83531787e-02   1.95651934e-01   1.35397851e-01   2.49143777e-04
    9.47331116e-02   1.56969321e-03]
 [  3.17257218e-04   7.61177798e-05   5.91126620e-04   3.30106792e-04
    9.46621949e-05   9.97160196e-01   1.00412394e-03   8.96202982e-06
    4.10644221e-04   6.87889496e-06]
 [  3.01625869e-06   5.94829942e-07   8.37652106e-03   1.15473119e-06
    1.58655530e-04   3.07572445e-05   9.91290331e-01   3.91048815e-07
    1.37476032e-04   1.17575337e-06]
 [  5.22660400e-07   4.73837616e-07   1.78287621e-07   2.75388538e-05
    1.28412584e-03   1.33321635e-04   2.25828913e-07   9.96420264e-01
    6.94292794e-06   2.12643528e-03]
 [  7.34731322e-04   4.95569664e-04   1.25894570e-04   2.11978075e-03
    8.91665276e-03   8.79826009e-01   1.49196782e-03   2.45639210e-04
    1.02631688e-01   3.41202482e-03]]
INFO:tensorflow:global_step/sec: 162.728
INFO:tensorflow:loss = 0.165977, step = 17001
INFO:tensorflow:probabilities = [[  4.05571191e-04   4.23519081e-03   7.11803794e-01   2.85486039e-03
    6.83182327e-04   4.92582039e-05   5.11356222e-04   2.65777507e-03
    2.72402704e-01   4.39628307e-03]
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    2.61823326e-01   1.56998739e-03]
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    1.54358717e-02   1.15372710e-01]
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    3.80721241e-02   3.56604815e-01   3.02097388e-03   5.07739605e-03
    1.42603349e-02   4.04677205e-02]
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    6.79435252e-05   8.84918481e-05]
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    4.06256513e-05   1.24425732e-08]
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    1.40502493e-07   7.79137481e-05]
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    1.83674134e-02   1.03006102e-01]
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    6.21984782e-06   3.13103345e-04]
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    1.11636696e-02   2.51364079e-03]
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    5.09113669e-01   3.77100520e-02]
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    1.38047244e-03   9.79221404e-01]
 [  9.98673797e-01   2.33126025e-06   1.69899547e-04   1.51303306e-04
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    2.82338897e-05   8.42314403e-05]
 [  1.39793160e-03   5.37333544e-04   4.22908040e-03   3.64647925e-01
    1.23285470e-04   5.62086046e-01   1.10772053e-04   1.03015890e-02
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 [  3.60707490e-04   7.52322958e-05   7.78027391e-03   2.30531805e-04
    1.84141695e-01   1.19012815e-03   8.02470624e-01   2.49675912e-04
    2.43876551e-04   3.25728976e-03]
 [  1.53051317e-03   2.94945181e-07   3.02667577e-05   1.55727626e-04
    4.19961634e-06   4.42489072e-05   2.76352665e-08   9.68887329e-01
    5.46520932e-05   2.92926915e-02]
 [  9.99903083e-01   1.03431272e-08   1.87256574e-05   2.47580203e-07
    2.18673968e-08   5.47710915e-05   7.22088146e-07   7.05669481e-06
    9.60521629e-06   5.79315338e-06]
 [  2.08761919e-09   6.17136138e-08   9.99982953e-01   1.51448103e-05
    1.87360900e-08   1.52511443e-08   3.82591692e-09   1.21037397e-06
    5.39452230e-07   1.72969461e-08]
 [  9.99983191e-01   9.77272013e-11   1.24730959e-05   3.51068721e-08
    1.08672966e-10   3.05306298e-06   2.47541920e-09   2.88872002e-07
    2.34808056e-07   7.04362094e-07]
 [  9.95872080e-01   1.46148921e-06   8.63047899e-05   1.27281855e-05
    7.70877523e-05   1.68597820e-04   3.58713116e-03   1.62683889e-07
    1.94116365e-04   5.01579336e-07]]
INFO:tensorflow:probabilities = [[  2.96673843e-05   1.74866727e-05   6.23214105e-03   1.40682954e-04
    4.51442320e-04   1.79634793e-04   9.92721975e-01   1.70656790e-06
    2.09233491e-04   1.60456621e-05]
 [  1.89698883e-04   7.10743368e-02   5.98908681e-03   1.18039502e-03
    3.66675109e-03   8.54265993e-04   9.05472100e-01   1.09014502e-06
    1.15538603e-02   1.83800657e-05]
 [  6.40341284e-07   2.70560645e-06   4.41777986e-04   3.13720317e-03
    1.49048596e-08   3.80207126e-07   2.75242693e-11   9.95781541e-01
    2.33619858e-06   6.33469841e-04]
 [  9.99994755e-01   1.22830791e-11   1.29376201e-06   7.45249196e-09
    2.79381435e-10   2.13550788e-06   1.34476102e-06   2.13730567e-09
    2.54998952e-07   2.05399047e-07]
 [  9.96824026e-01   8.08813752e-07   2.31180550e-03   1.77780865e-04
    2.56605872e-05   6.35953802e-06   2.14370433e-04   1.01053527e-04
    1.01229707e-05   3.28026043e-04]
 [  1.68085251e-07   3.10430757e-08   3.23038694e-06   3.35504637e-06
    9.98082519e-01   1.06225307e-05   8.54910866e-07   1.48022273e-05
    1.52323696e-06   1.88296486e-03]
 [  3.02960468e-03   2.47212993e-05   5.06712962e-03   7.86653519e-01
    3.62807987e-06   9.61153116e-03   5.01996556e-06   9.99176191e-05
    1.94880649e-01   6.24227920e-04]
 [  9.99608457e-01   5.30479554e-07   1.50877779e-04   2.11469287e-05
    2.41379462e-06   4.46685153e-05   8.67647759e-05   5.83285509e-05
    6.19650382e-06   2.08742658e-05]
 [  2.63331807e-04   9.95837450e-01   6.37145655e-04   1.52926703e-04
    3.56392702e-04   5.05361204e-05   1.84506492e-03   1.11954105e-04
    7.39671581e-04   5.60070066e-06]
 [  5.05695352e-05   7.47441896e-04   4.72021429e-03   4.24324861e-03
    8.56042258e-04   6.15731755e-04   7.71452596e-06   9.76068735e-01
    1.88840972e-03   1.08018704e-02]
 [  9.99528050e-01   4.96151884e-08   3.50535702e-04   1.90698287e-07
    2.00472300e-06   3.96911719e-06   8.07358520e-05   3.40323186e-06
    2.65357467e-05   4.42655255e-06]
 [  7.29922760e-07   3.90971400e-06   9.99951482e-01   3.79750163e-05
    1.09403653e-10   1.50635326e-08   1.04924844e-07   1.80505282e-07
    5.43430042e-06   5.36234390e-10]
 [  4.02433852e-06   5.44087561e-06   1.62420387e-04   3.30133153e-05
    9.96927321e-01   6.64700565e-05   6.89039516e-05   9.91983805e-04
    1.67635862e-05   1.72366877e-03]
 [  1.12344810e-06   2.47713842e-07   5.37689573e-07   7.18003275e-06
    1.37590332e-05   6.78033757e-05   1.91479210e-09   9.98192728e-01
    8.83218945e-06   1.70784805e-03]
 [  7.19195450e-05   1.09635512e-05   1.16882718e-03   9.59658921e-01
    4.84224292e-05   5.35558769e-03   4.92466233e-06   9.32114745e-06
    3.36515233e-02   1.97512818e-05]
 [  1.10675857e-04   4.11936796e-08   1.05605260e-07   1.10137648e-07
    2.08515175e-07   9.99812186e-01   6.00895760e-07   1.70094665e-06
    7.43694836e-05   1.36233425e-07]
 [  9.99990106e-01   4.44226100e-10   5.67589041e-06   8.16454371e-09
    5.10999110e-09   1.17679372e-06   1.88452617e-07   1.99795707e-07
    2.30230830e-06   2.10304862e-07]
 [  2.39039741e-06   1.60664092e-06   3.37130928e-06   1.39937940e-04
    1.46670536e-05   9.99501228e-01   1.25105173e-04   1.00618088e-07
    4.41165648e-05   1.67482329e-04]
 [  9.98767853e-01   9.41425142e-08   7.23698467e-05   3.32670680e-07
    1.74626598e-06   5.69623699e-05   1.08375051e-03   4.56470076e-07
    1.61643366e-05   2.33590555e-07]
 [  7.13013947e-07   9.63859065e-07   8.65193670e-06   4.77691447e-06
    9.98099148e-01   6.67489803e-05   3.55203636e-04   1.40418460e-05
    3.54478143e-05   1.41440646e-03]
 [  3.86951933e-06   9.86305594e-01   7.08688458e-05   4.98096575e-04
    6.68698223e-04   1.13469156e-04   2.37980421e-05   9.70537483e-04
    9.86631028e-03   1.47889322e-03]
 [  1.04414858e-05   1.42382930e-07   7.25627524e-06   4.10964809e-08
    4.90473794e-05   3.44627847e-06   9.99908447e-01   1.43511414e-07
    1.96779292e-05   1.46175887e-06]
 [  3.11774675e-05   1.25498605e-06   9.99552310e-01   3.11192009e-04
    9.15253986e-06   1.51540110e-06   3.45871777e-05   5.18843990e-06
    4.42038508e-05   9.33311185e-06]
 [  6.25062734e-04   2.18510441e-03   5.03199873e-04   8.79427314e-01
    1.91995641e-03   9.92507767e-03   1.01216909e-04   2.43864022e-03
    4.01501916e-03   9.88595709e-02]
 [  3.99564306e-04   9.36656579e-06   6.97214418e-05   2.36202613e-05
    9.35947359e-01   2.68832184e-02   1.39978454e-02   1.81980678e-04
    1.36354761e-02   8.85181781e-03]
 [  1.72509033e-06   1.12062730e-06   1.07191056e-06   7.85278025e-05
    9.25883174e-01   2.03129300e-03   5.01722170e-05   2.05463939e-03
    9.64371357e-05   6.98017329e-02]
 [  2.01724892e-04   1.03962535e-04   1.04999890e-04   1.07691718e-04
    7.84375181e-04   1.01207734e-04   9.96721208e-01   5.04400268e-05
    1.80287717e-03   2.14688644e-05]
 [  2.52660648e-05   2.99800504e-05   1.90175837e-04   1.57215130e-02
    7.86303759e-01   3.83308856e-03   1.55706330e-05   6.44634943e-03
    3.82680073e-02   1.49166286e-01]
 [  1.02811996e-02   2.09408652e-04   9.12157297e-01   1.57922152e-02
    1.42989792e-02   6.57821959e-03   1.27245979e-02   2.20544660e-03
    1.80242881e-02   7.72857945e-03]
 [  2.48303934e-07   4.86301076e-07   4.30432101e-06   3.17907529e-06
    9.99876142e-01   4.58619297e-06   3.43925785e-05   3.02885674e-05
    1.25926508e-05   3.37678503e-05]
 [  2.29430967e-04   9.93418753e-01   5.90038311e-04   1.25782134e-03
    2.88742682e-04   4.80921735e-04   1.44469761e-03   1.42473917e-04
    2.11005262e-03   3.71295573e-05]
 [  3.47857645e-06   5.49317610e-06   1.03956445e-05   3.12037696e-06
    5.99158739e-05   1.32109341e-03   9.98302341e-01   1.16837171e-08
    2.92911835e-04   1.26968848e-06]
 [  5.09755992e-05   9.97190058e-01   2.54119543e-04   5.89966949e-05
    8.90553420e-05   1.45483145e-05   2.46009895e-05   3.78118479e-04
    1.93146942e-03   8.04897536e-06]
 [  3.91152935e-05   2.73607351e-04   7.44594872e-05   7.52718421e-04
    2.76521355e-01   5.28719684e-04   1.30883025e-04   1.46148363e-02
    6.37228787e-03   7.00692058e-01]
 [  2.20690690e-05   9.98097241e-01   8.18529370e-05   8.04319716e-05
    1.33602312e-04   9.69759549e-06   1.45991275e-04   7.71705891e-05
    1.33895245e-03   1.29613936e-05]
 [  6.16737379e-05   1.42052777e-05   4.30017442e-01   3.61223269e-04
    3.22973792e-04   8.71067969e-05   1.47067740e-05   5.65936029e-01
    2.08926460e-04   2.97570904e-03]
 [  1.38060868e-05   2.63028155e-09   3.30838679e-06   2.28977592e-06
    1.19468116e-03   5.21247955e-07   4.59576768e-08   4.45573532e-04
    2.25223499e-04   9.98114586e-01]
 [  7.09062093e-04   1.43277837e-04   1.35790706e-01   1.18673706e-04
    2.52752585e-07   2.13647101e-04   2.47075543e-04   3.15175754e-07
    8.62776279e-01   7.48275056e-07]
 [  9.99721706e-01   1.00011235e-08   7.92955616e-05   1.59371416e-06
    1.74931203e-09   1.39757394e-04   5.17538729e-06   2.29721138e-07
    5.17023982e-05   5.94038511e-07]
 [  1.18908574e-05   9.98741090e-01   5.04554628e-05   3.22591572e-04
    1.79409344e-05   1.48308081e-05   5.95896427e-06   1.36167786e-04
    6.38215628e-04   6.07685724e-05]
 [  4.57609058e-05   3.66820210e-08   1.35749142e-04   6.24880893e-04
    5.09632286e-04   7.30268948e-05   2.55446867e-06   1.60614159e-02
    9.34176985e-03   9.73205149e-01]
 [  1.09269467e-05   1.08564142e-04   7.44757359e-04   2.93683517e-03
    7.73232784e-07   1.43589550e-05   2.16983542e-09   9.93003309e-01
    2.21426581e-05   3.15841776e-03]
 [  7.25581631e-05   3.07566137e-03   1.11752294e-03   9.84464705e-01
    2.31202739e-05   9.63469781e-03   4.74559638e-05   3.79036355e-04
    5.47953008e-04   6.37317018e-04]
 [  6.90702382e-06   1.21879077e-03   3.00455111e-04   1.23634352e-03
    7.08614111e-01   2.90330080e-03   2.34382591e-04   9.01036244e-03
    5.39501756e-03   2.71080315e-01]
 [  4.33137640e-03   1.70570888e-06   2.89796648e-04   7.81762865e-05
    1.89478214e-05   9.34265554e-05   8.13439783e-07   9.86955345e-01
    1.10779047e-05   8.21930356e-03]
 [  8.87627630e-06   4.64329560e-06   1.90809533e-05   6.06774956e-05
    5.34202882e-05   9.94985223e-01   4.32480779e-03   2.29710007e-09
    5.27228869e-04   1.59868105e-05]
 [  1.07865424e-04   9.87557530e-01   7.35843147e-04   1.39910961e-03
    2.03869713e-04   1.83056531e-04   3.09593190e-04   6.83664228e-04
    8.56752228e-03   2.52050610e-04]
 [  4.41684233e-06   1.73119683e-04   5.58535567e-06   2.70247867e-04
    9.77912784e-01   1.55299646e-03   1.55994683e-04   6.54263771e-04
    3.86978360e-03   1.54008605e-02]
 [  1.57951017e-05   6.13108170e-07   4.12443205e-06   8.64660979e-06
    2.31457960e-07   3.31772367e-06   1.23610653e-06   6.49794003e-07
    9.99958277e-01   7.19811942e-06]
 [  5.78652485e-04   2.57587067e-06   4.48776882e-06   3.15683392e-05
    5.22087589e-07   9.98921752e-01   2.81347402e-05   2.35375173e-05
    4.07910149e-04   9.86005830e-07]
 [  5.17626540e-06   7.74531691e-06   2.12587533e-04   9.96682942e-01
    1.79622130e-05   2.32471363e-03   1.83818265e-05   4.04690681e-08
    6.82534708e-04   4.78233706e-05]
 [  4.86295976e-05   4.29066718e-02   5.09442622e-03   2.00675279e-02
    1.89618022e-05   2.69368684e-05   5.64436050e-07   9.05313551e-01
    7.35363166e-04   2.57873330e-02]
 [  5.45602816e-04   1.49193215e-06   1.49814237e-03   2.83537120e-05
    1.88583799e-05   5.22645016e-04   2.72546567e-05   2.68247677e-05
    9.96976852e-01   3.53923242e-04]
 [  3.80193844e-04   2.26053744e-05   3.93538328e-04   9.88581479e-01
    3.46500315e-06   1.02749597e-02   6.33125637e-06   6.46727131e-06
    1.43038182e-04   1.87953818e-04]
 [  3.20420746e-04   1.75460355e-05   2.52015190e-04   2.16212775e-05
    1.49732441e-04   6.85922976e-04   9.98085022e-01   3.01849106e-08
    4.67589591e-04   1.38553489e-07]
 [  6.03557855e-04   1.65360743e-05   2.97492545e-04   9.04844031e-02
    3.10823953e-06   8.97996485e-01   5.81678651e-05   7.44574427e-05
    8.09009932e-03   2.37576663e-03]
 [  3.56417758e-08   2.10666570e-07   4.80318327e-08   2.16949707e-06
    9.92010236e-01   5.52859956e-06   2.83230435e-07   4.08543674e-05
    7.49047758e-05   7.86585547e-03]
 [  4.40147618e-04   1.42674544e-05   7.06779174e-05   5.53506950e-04
    2.39746715e-03   5.96476626e-03   9.79256583e-05   3.37038841e-03
    5.22316014e-03   9.81867671e-01]
 [  2.29287762e-04   1.01211808e-04   2.51061516e-04   2.51709542e-04
    9.18212682e-02   1.74048575e-04   7.45933939e-05   6.57177018e-03
    8.61576665e-03   8.91909242e-01]
 [  1.21067137e-06   3.27249313e-06   1.26336899e-05   4.89592253e-07
    1.04195797e-05   2.18758345e-04   9.99474466e-01   8.12705847e-10
    2.78823951e-04   3.07155901e-08]
 [  5.35833999e-04   6.85225750e-05   2.00593000e-04   7.62250796e-02
    1.84748948e-04   8.88862252e-01   2.96419221e-05   4.18151089e-04
    2.78847571e-02   5.59052499e-03]
 [  1.77077280e-04   2.55890714e-04   5.78085543e-04   9.96473253e-01
    4.21005170e-05   1.58383441e-03   2.48873112e-04   1.13520582e-06
    5.76614053e-04   6.31660732e-05]
 [  1.74405344e-08   1.93022256e-08   1.38686985e-07   1.17176224e-08
    9.99842525e-01   6.72333272e-06   1.13238275e-05   2.35527318e-06
    7.33070556e-06   1.29440450e-04]
 [  5.34097815e-08   6.69652363e-05   2.90897588e-04   9.82387841e-01
    1.40640168e-06   2.22962444e-05   9.49605372e-09   1.62667036e-02
    8.45233619e-04   1.18785167e-04]
 [  1.72838615e-03   1.66644211e-04   2.24937941e-03   9.83600557e-01
    1.87263704e-05   1.08936755e-02   1.93324031e-05   2.19709560e-04
    8.82310735e-04   2.21307579e-04]
 [  4.16591538e-05   9.97821927e-01   5.16029424e-04   2.24606265e-04
    2.79641008e-05   1.38747964e-05   5.59662731e-05   5.61539608e-04
    7.21607474e-04   1.48946701e-05]
 [  1.96866109e-04   1.31056995e-05   6.38873389e-05   2.14517553e-04
    1.27658740e-01   4.02715020e-02   8.83736357e-04   1.52471266e-03
    2.81706695e-02   8.01002204e-01]
 [  5.30945719e-04   2.42018653e-03   1.31008710e-04   2.51575350e-03
    4.52298298e-03   6.05045538e-03   7.31870477e-06   8.43401611e-01
    1.13182457e-03   1.39288008e-01]
 [  1.19161345e-02   1.96576846e-04   4.78474610e-03   4.67518257e-05
    1.13134959e-03   8.68059814e-01   1.10633194e-01   7.03872047e-06
    2.02763593e-03   1.19673542e-03]
 [  1.55001953e-06   1.61407888e-06   3.78544405e-06   1.00019101e-07
    9.98223960e-01   8.50806318e-05   4.75704792e-06   2.62371410e-04
    2.29740181e-05   1.39387674e-03]
 [  2.71883437e-06   1.13685736e-07   3.89174488e-07   9.99974489e-01
    1.31435351e-08   1.67389699e-05   2.34786413e-10   7.95007679e-07
    4.78975721e-08   4.74341323e-06]
 [  1.21866888e-03   2.21164987e-06   5.77650368e-02   5.95731181e-05
    1.66192021e-05   6.89832232e-05   6.63527928e-04   4.42366445e-06
    9.40038323e-01   1.62631884e-04]
 [  4.92917548e-04   1.04268861e-03   8.24910961e-03   3.84947518e-04
    9.18851614e-01   3.15253646e-03   4.55421396e-03   1.66964519e-03
    1.02623850e-02   5.13400584e-02]
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    2.70323199e-03   4.86965882e-06]
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    2.90154567e-04   6.63800922e-04   1.85414524e-06   1.88867608e-03
    4.98164911e-03   6.01719599e-03]
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    2.19175141e-04   3.52071220e-04   6.17353187e-04   7.61387753e-04
    1.22863082e-02   6.99978555e-04]
 [  2.17071397e-06   4.63177479e-08   4.71326985e-06   2.45962510e-05
    3.41357372e-04   1.44046944e-05   2.66506419e-07   7.93504436e-03
    2.23335999e-04   9.91454124e-01]
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    2.75386847e-05   2.74391212e-02]
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    2.89670154e-02   1.06801323e-04]
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    3.87284890e-05   9.57665086e-01   2.32498478e-02   5.37740289e-06
    3.20535083e-03   1.30992621e-05]
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    7.24614249e-04   1.76788692e-03]
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    1.21907070e-02   2.12853942e-02   6.03823503e-03   1.21096028e-02
    4.47199792e-02   6.01318292e-03]
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    1.95517016e-04   8.54806567e-05   2.81934206e-07   6.33543998e-04
    3.67512577e-04   9.98548090e-01]
 [  1.89522029e-06   3.65949498e-04   6.19958271e-04   6.24383148e-03
    1.53132039e-03   8.72738838e-06   4.75795645e-07   9.89665091e-01
    3.86899366e-04   1.17583189e-03]
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    1.66146674e-05   9.00804444e-05   3.85974763e-09   9.96722400e-01
    1.02597442e-04   2.98806163e-03]
 [  3.11889243e-03   2.01605447e-03   1.23434020e-02   2.31158873e-03
    4.93953424e-03   5.61028440e-03   9.67224658e-01   1.14813165e-05
    2.38112127e-03   4.29028951e-05]
 [  1.26489950e-03   1.78513426e-06   9.98146176e-01   5.07402699e-04
    2.41037724e-05   2.87155053e-05   7.81446033e-06   3.09100801e-06
    1.21604517e-05   3.88666194e-06]
 [  2.79151071e-02   6.45361506e-05   4.41557402e-03   1.94722898e-02
    1.87827663e-06   1.68365419e-01   8.96554320e-06   7.78926313e-01
    6.92862013e-05   7.60713767e-04]
 [  9.52497008e-04   2.08890880e-03   1.54543612e-02   9.39030230e-01
    7.64773722e-06   5.94539847e-03   2.05514298e-05   2.57941749e-04
    3.40593308e-02   2.18310952e-03]
 [  1.38726818e-06   9.98700380e-01   9.08394213e-05   5.31510042e-04
    3.35591212e-05   5.04550881e-05   4.28155327e-05   2.85203660e-05
    4.97225323e-04   2.31756203e-05]
 [  2.95581674e-04   9.89766896e-01   6.83141290e-04   5.53030288e-04
    1.52248854e-03   8.66791888e-05   1.92262174e-04   1.01102178e-03
    5.79060847e-03   9.82633937e-05]]
INFO:tensorflow:global_step/sec: 158.549
INFO:tensorflow:loss = 0.142279, step = 17101
INFO:tensorflow:probabilities = [[  5.59242551e-07   3.42155388e-08   3.90205798e-07   1.50797850e-05
    7.51964180e-09   3.21987500e-07   2.79877770e-11   9.99975443e-01
    3.08926445e-07   7.72474414e-06]
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    7.12833498e-05   3.95662738e-08]
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    4.70419368e-03   1.58024222e-01]
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 [  3.06256552e-04   4.75778933e-07   7.60119610e-06   8.56079683e-02
    1.47659080e-06   9.13874328e-01   5.49689162e-07   1.47913142e-05
    3.95241550e-05   1.47016515e-04]
 [  2.46970058e-06   2.32093527e-07   1.44959326e-04   1.56351476e-07
    1.55751750e-05   8.91711825e-05   9.99735415e-01   1.76316455e-08
    4.88398155e-06   7.17282865e-06]
 [  3.60731244e-01   5.10093923e-05   5.07777138e-03   5.64725459e-01
    1.66938320e-04   6.22315407e-02   5.79446321e-04   2.11415580e-03
    2.71501159e-03   1.60732213e-03]
 [  9.99636173e-01   5.23515564e-10   3.38652899e-05   4.49491836e-07
    8.79979609e-08   2.99330626e-04   2.76424671e-05   1.45560037e-07
    6.51527273e-07   1.71812781e-06]
 [  4.92822110e-05   9.96978045e-01   1.71734311e-04   4.08380234e-04
    8.17444925e-06   6.88893269e-05   6.76970958e-05   1.47026631e-05
    2.22122599e-03   1.17450236e-05]
 [  3.59499449e-04   1.71739503e-03   7.04434497e-05   8.89530126e-03
    1.21944479e-03   4.67685997e-01   1.20465920e-05   4.16392416e-01
    5.23397466e-03   9.84134153e-02]
 [  3.18123530e-05   3.45442328e-03   9.38211542e-06   1.38115406e-03
    1.29330714e-04   9.83819425e-01   3.88692855e-03   6.67535096e-06
    5.44438837e-03   1.83649210e-03]
 [  8.80395055e-06   9.94058609e-01   2.12905739e-04   5.72395569e-04
    9.85224615e-05   1.72828131e-05   8.38139604e-05   4.94445303e-05
    4.87109832e-03   2.72821508e-05]
 [  6.21063145e-06   9.16891091e-04   1.87439528e-05   3.46628577e-03
    2.45945323e-02   6.89066015e-03   1.03469563e-06   6.38936833e-03
    2.32915371e-03   9.55387056e-01]
 [  3.92991569e-05   3.37236677e-04   5.06825419e-03   1.48233795e-03
    9.67469990e-01   4.32426634e-04   3.40200262e-03   6.92785159e-03
    1.67335186e-03   1.31672872e-02]
 [  5.93328787e-06   5.19978457e-05   2.47329182e-04   3.16999177e-03
    7.37078226e-05   1.40750999e-05   1.25699080e-06   9.94816124e-01
    7.83628493e-05   1.54118403e-03]
 [  3.68523047e-06   2.13151723e-02   9.74650681e-01   3.19029763e-03
    2.44087545e-07   3.29868135e-06   8.96140227e-06   3.77006101e-04
    4.50590684e-04   9.19770855e-08]
 [  2.74719641e-04   3.36466124e-04   4.44286299e-04   3.23177701e-05
    2.14988235e-04   2.17348915e-02   9.76459682e-01   7.32990912e-08
    5.02148469e-04   3.38276664e-07]
 [  1.09178445e-05   6.35825756e-07   1.97497247e-05   3.89708248e-06
    3.48124478e-04   3.30144539e-04   9.99274313e-01   5.28596296e-08
    5.45046669e-06   6.79725463e-06]
 [  2.96709350e-05   9.78475437e-04   7.13261950e-04   9.97967899e-01
    3.46113961e-06   2.03211035e-04   1.37540110e-06   4.71671046e-05
    3.29255563e-05   2.25424264e-05]
 [  9.40718655e-06   4.02989114e-10   1.18418609e-06   1.47892337e-04
    7.43159471e-05   2.67427713e-05   1.81343665e-07   1.56611306e-04
    2.16766400e-03   9.97416019e-01]
 [  3.53914766e-05   6.03149063e-04   9.94783819e-01   8.63587251e-04
    5.58529081e-08   1.08780732e-05   9.26371456e-07   2.55322284e-05
    3.67103680e-03   5.66512063e-06]
 [  8.49341393e-01   1.31309891e-04   1.16980011e-02   8.93913116e-03
    1.15222923e-04   4.00080010e-02   1.45268394e-02   6.63591772e-02
    3.58654361e-04   8.52224138e-03]
 [  4.78337256e-07   3.50084861e-07   9.99925733e-01   2.11428705e-05
    5.30317311e-06   9.94217862e-06   2.61620480e-05   5.10782350e-08
    9.72012367e-06   1.26675627e-06]
 [  5.21408197e-07   1.34593805e-07   2.65058975e-06   2.36419419e-05
    1.06684638e-06   8.17926866e-06   2.23527422e-07   9.68612479e-09
    9.99950886e-01   1.25887645e-05]
 [  2.43773093e-06   9.86934304e-01   2.72600818e-03   7.69393425e-03
    1.40968496e-05   5.58988599e-04   4.10764187e-05   6.57853234e-05
    1.94236613e-03   2.10536400e-05]
 [  5.00249371e-06   4.16457700e-03   9.60818768e-01   7.40769599e-03
    9.20374475e-07   5.83220435e-06   3.30685293e-06   1.27039966e-03
    2.63068452e-02   1.67121361e-05]
 [  1.89064849e-06   6.25747023e-04   5.29486802e-04   1.89558195e-03
    8.78668232e-07   1.95856501e-05   9.11012243e-09   9.96540487e-01
    1.67120830e-04   2.19160182e-04]
 [  1.77520196e-05   9.98360336e-01   3.42401094e-04   9.32362163e-05
    1.21047506e-05   1.38607984e-05   3.60793274e-05   1.27490217e-04
    9.82816098e-04   1.40004258e-05]
 [  3.76145290e-05   2.16117755e-08   1.07067763e-05   4.12529771e-05
    9.46525106e-05   2.51552638e-06   3.02656993e-08   8.70356895e-03
    2.39106193e-05   9.91085708e-01]
 [  2.09469046e-03   8.91367733e-07   9.49172080e-01   4.06390429e-02
    1.00627967e-05   2.54436571e-04   1.06047344e-06   5.72940044e-04
    3.74444935e-04   6.88038720e-03]
 [  8.13429506e-06   4.77898266e-06   1.35789363e-04   1.43997686e-03
    1.57399266e-03   7.89712649e-05   4.89250624e-07   5.44618927e-02
    1.21700775e-03   9.41079021e-01]
 [  4.26413571e-05   2.44712178e-03   9.84922767e-01   1.17513835e-02
    4.66541394e-07   1.49134230e-05   4.36165465e-06   5.53326565e-04
    2.60182685e-04   2.77493609e-06]
 [  5.30504920e-08   1.10320320e-06   9.99984860e-01   1.31394554e-05
    1.30949940e-09   7.30752632e-08   7.46601980e-09   4.98145631e-08
    5.78829486e-07   6.87930779e-08]
 [  4.17380081e-03   1.12037342e-04   2.27523251e-05   2.23167153e-04
    2.26450109e-04   4.89579805e-04   9.94336426e-01   2.10510416e-06
    4.05383063e-04   8.32723072e-06]
 [  8.11187565e-05   8.66804179e-03   1.83636392e-03   2.50243745e-03
    8.91547799e-01   2.54197232e-03   5.04807977e-04   2.69899052e-03
    1.65730622e-03   8.79610553e-02]
 [  5.41795589e-06   1.09988150e-05   1.95586144e-05   2.36704524e-04
    7.00918138e-02   8.28276039e-04   1.81422899e-06   3.68872993e-02
    6.37061195e-04   8.91281068e-01]
 [  2.62113815e-07   6.05411188e-08   4.76314999e-05   6.98393924e-05
    7.64575692e-09   9.60669013e-07   7.20152965e-11   9.99796569e-01
    1.05876088e-05   7.40780306e-05]
 [  1.34043535e-06   9.98443067e-01   1.65596357e-04   7.17516887e-05
    4.49037771e-06   5.46175443e-06   2.46294112e-05   5.75252307e-06
    1.27739774e-03   6.44283659e-07]
 [  1.91714253e-06   9.95709181e-01   4.00529243e-05   5.11312915e-04
    4.32244320e-07   2.01914918e-05   3.68438191e-06   2.14589309e-05
    3.65842017e-03   3.33440294e-05]
 [  1.46789371e-05   9.98837292e-01   1.34011076e-04   2.03793272e-04
    1.16164876e-04   1.32823252e-05   2.69682438e-04   1.39441865e-04
    2.49204604e-04   2.23630577e-05]
 [  9.94146918e-04   4.79072361e-04   1.00580812e-03   3.81513819e-05
    1.10602283e-04   1.13457476e-03   9.94881153e-01   1.81222234e-07
    1.35549833e-03   8.16066063e-07]
 [  2.78783068e-06   7.16666875e-07   1.75744408e-05   1.25866372e-05
    1.57176028e-03   5.86937567e-05   1.59257084e-07   4.73449880e-04
    3.76583892e-04   9.97485638e-01]
 [  3.05001277e-06   1.16657259e-06   1.56248086e-06   2.41394877e-03
    1.37504492e-06   9.90722418e-01   9.19890066e-04   1.26438071e-09
    5.93392970e-03   2.61047194e-06]
 [  2.40977940e-08   1.27298738e-09   3.70277348e-07   4.68602411e-05
    1.19379340e-10   5.97578254e-09   3.21139382e-13   9.99952197e-01
    7.51503961e-08   4.25394376e-07]
 [  7.02052470e-03   6.94306195e-03   7.96147448e-04   1.86383550e-04
    6.08666278e-06   4.59299356e-01   5.23432016e-01   1.76306185e-06
    2.31348327e-03   1.18023922e-06]
 [  4.57624003e-04   4.78352304e-04   9.65409935e-01   1.94632243e-02
    6.66331289e-07   1.14821247e-03   5.13681834e-06   1.07270775e-04
    1.28908781e-02   3.87190012e-05]
 [  3.89008210e-06   2.72239333e-07   7.41223994e-05   1.91141590e-02
    1.59181616e-06   3.80261708e-03   1.17449531e-06   1.34302654e-05
    9.76572931e-01   4.15789051e-04]
 [  4.27516467e-09   2.92809290e-07   2.77092931e-06   9.99957800e-01
    7.16392501e-09   2.52277350e-05   1.42144449e-10   7.93635877e-08
    9.88026568e-06   3.79357084e-06]
 [  7.92639457e-06   6.05257337e-05   2.01001042e-03   1.09243301e-05
    4.51102760e-03   2.26694712e-04   9.92861092e-01   7.14623638e-07
    2.95752514e-04   1.52335551e-05]
 [  1.01496291e-04   2.77511147e-03   4.18127747e-04   6.41529113e-02
    7.77989924e-01   2.31363159e-02   3.64314998e-04   1.81838907e-02
    1.98646300e-02   9.30133089e-02]
 [  1.20288632e-06   6.07818365e-04   9.92301583e-01   6.96878787e-03
    2.42399324e-06   3.31942501e-05   4.99440830e-05   1.46613274e-07
    3.50213522e-05   7.89482524e-09]
 [  2.45355535e-04   2.97624752e-07   9.58501548e-03   8.44896203e-06
    6.59967554e-05   9.53217208e-01   4.73643187e-03   1.13859491e-08
    3.21409963e-02   2.81950776e-07]
 [  4.44057296e-05   1.31016020e-06   9.82956409e-01   1.20979510e-02
    3.09555541e-11   1.48341871e-06   3.63185326e-09   3.34644284e-07
    4.89798607e-03   9.94208715e-10]]
INFO:tensorflow:probabilities = [[  5.87611794e-07   6.29796162e-08   2.66310076e-06   1.42012059e-05
    6.45424052e-08   1.56905287e-07   3.71412311e-11   9.99957204e-01
    1.53833511e-07   2.48790566e-05]
 [  2.05257139e-03   2.53698386e-06   3.27356065e-05   1.75799032e-05
    9.35885400e-05   9.93769228e-01   2.35775718e-03   7.16515433e-06
    1.57169788e-03   9.52773626e-05]
 [  3.92269249e-05   3.63287050e-04   6.99745069e-05   9.73072529e-05
    9.85391140e-01   5.85270347e-04   4.81659023e-04   1.06168853e-04
    4.66399797e-04   1.23996539e-02]
 [  9.19431287e-09   2.67913180e-07   6.18760453e-07   6.50444508e-06
    9.98772323e-01   3.91364374e-05   2.08552228e-06   2.26395127e-06
    2.53811450e-05   1.15134998e-03]
 [  8.84837238e-04   1.65761867e-06   1.67423932e-05   3.13726400e-06
    1.84751244e-07   1.55996895e-05   5.71581040e-06   5.49928700e-07
    9.99046504e-01   2.49779914e-05]
 [  3.82173312e-04   9.90417540e-01   1.50635140e-03   1.16827409e-03
    5.25214768e-04   1.73781402e-04   1.85045984e-03   1.33218232e-03
    2.11604754e-03   5.28059201e-04]
 [  9.99834418e-01   9.25629781e-11   1.63147881e-04   5.24528545e-08
    1.10971443e-09   1.05213803e-06   1.20753143e-07   3.70279452e-08
    7.88139744e-07   3.45762544e-07]
 [  3.82864702e-04   9.87140119e-01   8.21776863e-04   2.30058635e-04
    1.22452341e-03   5.26806631e-04   5.72974887e-03   3.14616365e-04
    3.39600211e-03   2.33403582e-04]
 [  4.73019318e-05   4.60936803e-07   4.34404183e-06   1.36400759e-03
    6.92790374e-04   2.69703276e-04   5.29544707e-07   1.33632973e-03
    8.52217781e-05   9.96199310e-01]
 [  9.98643100e-01   6.67748395e-07   5.87241899e-04   2.64967734e-04
    5.70058376e-07   4.02732803e-05   5.77569335e-06   1.01571582e-04
    1.13500064e-05   3.44414380e-04]
 [  1.16372398e-07   1.48992807e-09   3.07844772e-07   2.68172903e-06
    2.68829687e-08   1.95890522e-07   1.21625073e-12   9.99783814e-01
    3.33928334e-08   2.12913437e-04]
 [  2.65387298e-05   3.76859134e-05   3.13977303e-04   2.35614721e-06
    9.98509467e-01   1.98636582e-04   1.15768598e-04   1.04325016e-04
    2.14591855e-04   4.76635701e-04]
 [  6.31988939e-07   1.71463572e-08   9.99991536e-01   2.19687058e-06
    1.19556034e-07   7.10153287e-08   2.78475198e-07   4.82848066e-07
    2.01859166e-06   2.76585047e-06]
 [  2.34258715e-02   2.69260461e-04   8.78635764e-01   4.70666066e-02
    5.47855278e-04   5.75475104e-04   9.68666840e-03   2.46228738e-04
    2.61787735e-02   1.33674555e-02]
 [  5.79702621e-03   1.02940621e-03   1.55018233e-02   1.68552878e-03
    8.08636134e-04   1.87017202e-01   1.93828042e-03   1.85270142e-03
    7.82625139e-01   1.74427684e-03]
 [  1.68841851e-07   8.73817498e-08   1.90504143e-05   5.22775699e-05
    9.97492909e-01   6.79891091e-05   1.70411004e-05   1.68411534e-05
    1.70484243e-04   2.16306164e-03]
 [  2.40977943e-06   1.16051990e-06   1.20030111e-03   2.13204487e-03
    1.09082214e-06   2.41049547e-05   1.63224570e-07   6.53870029e-06
    9.96395648e-01   2.36628010e-04]
 [  1.57713600e-06   2.77262029e-06   8.14852028e-05   9.99294996e-01
    3.25398331e-09   6.05411769e-04   1.51642979e-07   3.84084302e-08
    1.31987908e-05   2.98485276e-07]
 [  1.10827830e-06   2.45897866e-07   9.46233849e-05   2.71864646e-08
    9.95593250e-01   6.95038636e-07   4.29405458e-03   1.16652936e-05
    7.76811135e-07   3.40937459e-06]
 [  9.98599589e-01   2.61355693e-09   1.19408080e-03   8.97990249e-05
    6.94435656e-08   2.86718641e-05   1.03978373e-05   3.72552836e-06
    9.01941257e-06   6.45915497e-05]
 [  3.35885743e-05   2.75409220e-05   1.70966443e-02   2.74930553e-05
    9.78618145e-01   2.08505415e-04   3.52802966e-03   2.15809792e-04
    2.04755881e-04   3.95174247e-05]
 [  5.95515361e-04   4.90873270e-02   9.78054479e-04   1.26891918e-02
    1.62228697e-03   1.99511973e-03   3.97596232e-05   8.81804764e-01
    3.58027080e-03   4.76076491e-02]
 [  9.24730775e-05   6.94451621e-04   4.98911249e-04   1.75253712e-02
    4.98809433e-03   5.01299975e-04   2.69168868e-06   1.10033497e-01
    7.81131443e-03   8.57851923e-01]
 [  9.99913931e-01   1.05765395e-07   8.55988401e-06   2.37083495e-05
    1.20077161e-07   8.60044565e-06   1.05416620e-06   2.04437310e-06
    3.59794976e-05   5.83575866e-06]
 [  7.47568253e-03   1.02864724e-04   1.70302689e-02   4.95795459e-02
    4.43315282e-02   8.62953886e-02   1.37795904e-03   1.29808746e-02
    1.10979276e-02   7.69728005e-01]
 [  1.16578412e-04   9.06556249e-01   4.10222012e-04   4.22199955e-03
    1.42924386e-04   5.47000207e-04   3.18943603e-05   4.19930369e-02
    4.07413132e-02   5.23864944e-03]
 [  4.27067278e-07   2.53675037e-09   4.77550657e-07   2.84183370e-05
    4.86483687e-10   5.44411591e-08   1.14316082e-13   9.99965072e-01
    1.54956626e-06   4.00555473e-06]
 [  2.89809868e-05   1.04107377e-04   9.66479063e-01   3.31347659e-02
    1.96459227e-09   6.05506784e-06   3.80630318e-08   1.95258675e-04
    4.93311454e-05   2.45274555e-06]
 [  9.99871016e-01   2.36875214e-10   1.01440992e-05   1.54660825e-06
    2.81468671e-09   1.03074090e-04   1.18083253e-05   7.27095113e-08
    5.45428520e-07   1.72050579e-06]
 [  3.01306113e-06   9.86138046e-01   9.87601452e-05   5.36492467e-03
    1.79638900e-03   3.45095032e-04   2.11799215e-03   2.06482691e-05
    3.77292559e-03   3.42097948e-04]
 [  6.96006339e-07   3.99911158e-07   6.02209138e-06   1.08095592e-05
    9.95928347e-01   3.21501357e-05   3.03800043e-05   3.66832712e-04
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    1.03149912e-04   2.52711773e-03]
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    8.57113719e-01   9.39535201e-02]
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    4.14755370e-04   1.24802571e-02]
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    1.21182537e-04   1.11462896e-05]
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    1.04001483e-05   1.56343594e-05]
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    1.01798578e-04   8.51002278e-06]
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    7.58933067e-01   2.34984071e-03   8.77175014e-03   3.53816058e-03
    9.16044787e-03   2.13658899e-01]
 [  3.01654327e-05   6.62024661e-07   5.50196164e-05   3.37432027e-07
    1.15993331e-04   2.59054272e-04   9.99505639e-01   7.49785656e-08
    3.16769292e-05   1.26078510e-06]
 [  6.04170918e-06   2.11343053e-03   2.10972037e-03   4.40936186e-04
    2.51815170e-02   6.46724540e-04   8.79334092e-01   2.90132648e-05
    9.00884643e-02   5.01508366e-05]
 [  1.65941929e-05   2.88117681e-05   2.40779575e-03   5.36143733e-03
    3.21030655e-07   1.50514779e-06   1.23783084e-09   9.82614458e-01
    4.90456121e-04   9.07874014e-03]
 [  4.94692631e-06   9.99361575e-01   1.18883836e-04   2.63001799e-04
    8.64182948e-06   1.42887984e-06   2.17243578e-05   7.11431712e-05
    1.40102100e-04   8.41762176e-06]
 [  4.11580462e-04   1.33237091e-03   9.82553005e-01   1.48901045e-02
    3.55614657e-06   5.35015890e-04   9.75590683e-06   8.95738631e-05
    6.07743059e-05   1.14260329e-04]
 [  9.91068184e-01   1.04413823e-06   4.09401400e-04   8.54265636e-06
    7.95667574e-07   8.69570285e-05   8.38879496e-03   1.89947900e-06
    1.99303140e-05   1.43605785e-05]
 [  2.30718259e-04   9.90502119e-01   1.57404633e-03   1.40923331e-03
    5.89882722e-04   2.15774671e-05   7.12655892e-05   3.40569019e-03
    2.11241003e-03   8.29017226e-05]
 [  7.81709969e-05   6.59497746e-04   1.25092512e-04   6.83445157e-03
    1.49481362e-02   1.57255353e-03   7.83978430e-06   4.10878249e-02
    3.48380214e-04   9.34337974e-01]
 [  1.12106818e-05   1.02632305e-06   3.14248864e-05   3.81522227e-07
    2.72654789e-03   1.56565384e-05   9.97192442e-01   8.72029418e-08
    2.14343936e-06   1.89733946e-05]]
INFO:tensorflow:global_step/sec: 158.781
INFO:tensorflow:loss = 0.153319, step = 17201
INFO:tensorflow:probabilities = [[  9.99992609e-01   2.74949785e-10   3.67562279e-06   3.08474384e-08
    1.59113764e-11   3.39479811e-06   1.23812455e-07   7.02914482e-09
    1.20032038e-08   2.37036815e-07]
 [  7.73557431e-08   1.75883742e-05   1.82204662e-04   9.99769509e-01
    1.49783941e-09   8.73741192e-06   1.93973126e-09   3.38960220e-08
    2.14098145e-05   4.20541227e-07]
 [  1.69351024e-05   4.46246668e-06   6.00157618e-05   3.68048532e-05
    8.10284982e-05   7.54291296e-01   2.31649548e-01   5.92376637e-08
    1.37486551e-02   1.11154288e-04]
 [  2.33965438e-05   1.78614655e-03   1.42421876e-03   5.86684933e-03
    5.48288044e-05   6.13176380e-05   5.77515891e-07   9.82654870e-01
    3.61275335e-04   7.76656251e-03]
 [  4.69130871e-04   1.50383031e-03   1.22421188e-04   2.01490684e-03
    3.91973322e-03   7.24979997e-01   2.59769201e-01   3.32791933e-05
    6.62603742e-03   5.61379245e-04]
 [  9.73822713e-01   7.80136361e-06   3.00989952e-03   1.36828877e-03
    1.93287542e-05   3.49582569e-03   1.65582343e-04   2.21366266e-04
    3.22416396e-04   1.75669473e-02]
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    1.62147116e-04   1.74915986e-04   5.03215638e-08   1.29400082e-02
    5.80202555e-04   9.81805861e-01]
 [  4.98558438e-05   4.47381055e-04   8.57940002e-04   2.49644188e-04
    7.39258394e-05   1.17220545e-04   9.97503698e-01   5.80805818e-07
    6.97099953e-04   2.69478301e-06]
 [  2.13985732e-06   1.21023125e-09   8.45810391e-08   2.08189817e-06
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 [  3.06995050e-03   4.48877154e-06   3.67824454e-04   1.03580192e-06
    9.57250741e-05   9.96206760e-01   8.80298685e-05   1.64574396e-06
    1.64356228e-04   1.23607137e-07]
 [  9.99902129e-01   5.29451949e-09   3.97817385e-05   1.02068554e-06
    6.20372873e-08   3.50825248e-05   6.23780579e-06   6.29414444e-06
    6.23303049e-06   3.15557304e-06]
 [  2.64715073e-11   1.68549445e-06   9.99946356e-01   5.19163659e-05
    5.72437120e-09   6.93072877e-10   5.12693776e-10   4.00968592e-09
    4.56743940e-08   1.50022952e-12]
 [  1.84388043e-07   3.30498333e-05   9.99873519e-01   4.12959052e-05
    2.67902578e-07   2.82183123e-06   4.40716321e-05   7.86433474e-10
    4.71106296e-06   8.44283754e-09]
 [  9.99707282e-01   1.05744897e-08   4.49943491e-06   7.75314319e-08
    2.97184083e-10   2.84578826e-04   1.58706928e-06   1.25972929e-06
    5.27755958e-07   8.25868938e-08]
 [  9.95844066e-01   3.55011679e-07   7.29468375e-05   6.79193327e-05
    8.59547882e-08   3.94225772e-03   1.81740688e-05   1.08775239e-05
    3.95198258e-05   3.83017550e-06]
 [  7.43708995e-07   5.43329293e-07   3.08245042e-04   1.22355821e-04
    7.58700044e-05   1.43083365e-04   5.69710028e-05   1.72886118e-07
    9.99287069e-01   5.00570150e-06]
 [  1.55242324e-05   4.78817325e-04   9.89293221e-06   1.02731900e-03
    1.99628860e-01   2.73433863e-03   6.14867822e-05   1.12399474e-01
    9.20514483e-03   6.74439132e-01]
 [  4.45231423e-03   9.21443701e-01   5.73947653e-03   1.42950201e-02
    3.76533647e-03   5.84265823e-03   4.15710174e-03   1.44306384e-02
    1.80390067e-02   7.83470552e-03]
 [  1.11215581e-04   1.28258979e-02   5.09034668e-04   1.99399027e-03
    6.59258664e-01   3.66740976e-03   1.44307647e-04   4.11383323e-02
    1.40459314e-02   2.66305149e-01]
 [  5.60316443e-03   1.70957514e-06   3.92167749e-06   1.24218946e-04
    3.75392905e-04   9.11477429e-04   1.33011122e-06   9.51839685e-01
    6.46147237e-05   4.10745181e-02]
 [  1.36756367e-04   2.90361385e-07   3.51980212e-04   3.76663434e-06
    7.18286145e-04   8.63332883e-04   9.97731626e-01   3.13582227e-08
    1.79749826e-04   1.43180296e-05]]
INFO:tensorflow:probabilities = [[  5.87157384e-02   8.98229517e-03   2.03082361e-03   1.44231060e-04
    7.74990825e-04   3.22888717e-02   8.63621712e-01   9.81261678e-07
    3.34356129e-02   4.72221336e-06]
 [  2.19291123e-05   8.79765867e-05   7.68757218e-06   6.36062876e-04
    2.99255662e-02   1.31813821e-03   2.46546574e-06   3.51468027e-01
    4.91062878e-04   6.16041064e-01]
 [  2.11330084e-03   1.24238557e-06   9.90793433e-06   1.57846807e-05
    8.36919789e-05   8.40620924e-05   9.97661710e-01   6.07756783e-06
    1.88516387e-05   5.36745119e-06]
 [  2.56462749e-06   1.86819011e-06   3.32883246e-05   7.56197624e-05
    9.54991151e-07   6.27423924e-06   7.65461250e-10   9.99527931e-01
    3.45123794e-06   3.48028552e-04]
 [  3.78419354e-05   7.69949111e-05   2.66247604e-04   1.26762711e-03
    4.46174927e-05   3.47948959e-03   2.05499516e-03   1.15206569e-06
    9.92705405e-01   6.55717158e-05]
 [  2.04562466e-03   1.49481863e-01   2.16158610e-02   3.44104506e-02
    3.14495265e-02   4.87745245e-04   4.54242647e-01   9.42768471e-04
    3.03121030e-01   2.20251223e-03]
 [  9.85532897e-05   3.98446340e-04   6.13768207e-05   4.10718424e-03
    5.58457263e-02   1.22722506e-03   1.03477523e-05   2.68469620e-02
    3.24103469e-03   9.08163190e-01]
 [  9.81584907e-01   1.28970032e-06   2.49829656e-03   7.73382417e-05
    3.39133592e-08   1.57267526e-02   6.65915722e-05   1.96822166e-05
    2.11283641e-05   3.96741189e-06]
 [  9.99519307e-06   9.97044623e-01   1.32732588e-04   3.82769416e-04
    5.18016095e-05   9.22148756e-05   2.59855842e-05   1.21135369e-03
    8.72955134e-04   1.75382709e-04]
 [  3.73663880e-07   1.61729231e-02   9.82728660e-01   1.02175423e-03
    4.16519335e-08   3.76837050e-07   1.31266606e-05   5.32834665e-09
    6.27392219e-05   5.26687687e-11]
 [  9.99530554e-01   4.76496265e-09   1.91309255e-06   9.06051056e-08
    2.91302960e-09   4.44158853e-04   2.77107262e-07   1.99153310e-05
    2.79114124e-06   3.50320164e-07]
 [  2.34639720e-05   4.10537223e-06   9.55557789e-06   3.83958308e-04
    6.20768560e-07   7.40809075e-04   4.02838259e-06   1.05642414e-06
    9.98823225e-01   9.17850775e-06]
 [  2.36488358e-06   1.27781789e-06   3.30160256e-04   2.50552785e-06
    3.96967633e-04   5.38876429e-06   9.99196112e-01   7.46692137e-07
    6.41858496e-05   3.10883422e-07]
 [  6.88539367e-05   1.65838155e-05   9.82747495e-01   1.01658162e-02
    2.02413394e-05   3.61934108e-05   1.23373211e-05   4.96734399e-03
    1.92255038e-03   4.25060134e-05]
 [  1.27473058e-05   1.41865925e-07   2.91168853e-05   4.94976824e-08
    9.97857153e-01   1.38876903e-05   1.98897463e-03   4.95485529e-06
    3.79568592e-05   5.48558382e-05]
 [  2.09252001e-04   2.11256542e-04   5.03945885e-05   9.80398036e-04
    1.53979752e-03   3.60989175e-03   9.88388598e-01   9.06810214e-07
    4.98520071e-03   2.42304632e-05]
 [  2.14500942e-05   2.93284917e-04   3.97837575e-04   1.01763681e-05
    9.80117917e-01   1.13650120e-03   3.75104806e-04   2.74828664e-04
    1.69723071e-02   4.00665245e-04]
 [  1.39864554e-07   4.74128410e-06   3.68675228e-06   7.30607962e-06
    1.63326206e-07   3.61410116e-07   3.24958567e-11   9.99909878e-01
    4.34370605e-07   7.32094632e-05]
 [  1.09328896e-04   2.36308460e-05   3.88269778e-04   1.99758238e-03
    7.58112074e-05   9.71361756e-01   2.21506125e-05   2.94687529e-03
    2.21116282e-02   9.63055994e-04]
 [  1.14192051e-06   2.81915590e-07   7.16791931e-07   3.59342521e-05
    1.03032719e-02   2.66719962e-05   1.08619545e-07   1.35089643e-03
    2.26001968e-04   9.88054931e-01]
 [  3.25311936e-04   2.90232282e-02   4.63803904e-03   3.97547241e-03
    7.58447422e-05   8.85642439e-05   2.21234455e-04   1.19979959e-03
    9.57574129e-01   2.87833298e-03]
 [  9.97187197e-01   1.26473665e-07   2.14475649e-03   3.32769014e-06
    1.68328443e-05   1.17257128e-04   1.25806211e-04   4.77981703e-05
    6.72602037e-05   2.89737160e-04]
 [  1.10888934e-04   5.72677800e-06   3.22683190e-04   2.53092730e-04
    8.81095621e-05   6.73837902e-04   6.48135174e-05   5.48170465e-05
    9.97221828e-01   1.20422535e-03]
 [  5.25395080e-05   5.24785719e-04   2.85538379e-04   1.23453545e-04
    2.48163793e-04   9.85377585e-04   9.92644429e-01   1.45189333e-07
    5.13364375e-03   1.91107392e-06]
 [  2.01854391e-06   1.19083143e-05   6.83422957e-04   1.53732995e-04
    2.74668491e-05   6.28121343e-05   3.54114150e-06   5.07010054e-06
    9.98893678e-01   1.56332011e-04]
 [  1.19213935e-03   4.66198474e-03   1.21647958e-04   1.97179336e-02
    1.57960832e-01   2.32033897e-02   1.41147204e-04   5.72962999e-01
    1.77806872e-03   2.18259841e-01]
 [  1.45881950e-05   9.93414640e-01   2.66575342e-04   2.20460771e-03
    1.41930673e-03   8.40091816e-05   1.62619515e-04   3.86530475e-04
    1.65617734e-03   3.91039066e-04]
 [  9.93413150e-01   1.89815887e-06   1.52228051e-03   2.25579645e-03
    1.63820630e-06   8.17614899e-04   1.66091274e-06   1.28802276e-04
    1.40957287e-04   1.71632622e-03]
 [  6.45105411e-06   3.96801670e-06   5.90585289e-04   2.70223467e-07
    5.46628376e-04   3.31794399e-05   9.98654604e-01   1.91848798e-07
    1.63871111e-04   1.23570047e-07]
 [  2.88685900e-03   1.80698426e-05   5.76630584e-04   1.69861019e-02
    4.49929992e-03   7.87090212e-02   2.72881734e-04   4.88536730e-02
    3.53069068e-03   8.43666732e-01]
 [  1.47434615e-03   1.06190436e-03   3.27427406e-03   3.99799412e-03
    1.59784220e-02   8.80492032e-01   1.47538623e-02   2.10360554e-03
    1.75608266e-02   5.93027323e-02]
 [  6.24639433e-05   1.79952949e-05   1.41077529e-04   2.68566851e-06
    1.31832547e-02   3.33953765e-03   9.83156145e-01   1.10988231e-06
    7.02820253e-05   2.53904564e-05]
 [  9.99909282e-01   1.45969254e-08   2.56953717e-05   1.41946964e-06
    5.53940929e-08   1.98704292e-05   3.42443745e-05   2.64765026e-06
    4.71210342e-06   1.97138661e-06]
 [  6.63269369e-04   1.24370315e-04   4.93752632e-05   1.32938894e-03
    3.49784998e-04   4.17679176e-03   9.92728591e-01   1.20247466e-06
    5.21786103e-04   5.55056831e-05]
 [  3.65102960e-06   3.30646944e-05   3.58484576e-05   6.42456522e-04
    7.09153255e-07   3.55980359e-04   8.07616652e-06   7.02502064e-07
    9.98893201e-01   2.63432012e-05]
 [  6.03812048e-04   1.18106732e-03   5.48424840e-01   5.63147664e-02
    2.22849846e-02   4.64211730e-03   1.92198902e-02   3.37320238e-01
    6.95431326e-03   3.05397529e-03]
 [  1.17841388e-04   8.09247314e-04   9.84819651e-01   8.62807408e-03
    3.00108724e-07   3.99285773e-06   7.57409225e-06   4.89657396e-07
    5.61269745e-03   8.98870312e-08]
 [  5.91722404e-09   2.93292287e-05   9.99561369e-01   4.08280757e-04
    1.51025321e-11   1.11681886e-09   1.41511536e-09   9.84404025e-09
    1.02957290e-06   1.95448280e-12]
 [  1.92141786e-04   1.21824348e-06   2.15525324e-05   1.49797939e-04
    7.65573047e-03   2.70940101e-04   1.57799462e-07   1.35162592e-01
    1.58413386e-04   8.56387436e-01]
 [  1.37562722e-06   8.21767330e-08   1.76889353e-05   7.25146674e-05
    9.41332772e-08   1.15987682e-03   8.02106754e-08   3.21076477e-09
    9.98740375e-01   8.03537569e-06]
 [  4.36504961e-05   3.59677178e-05   1.60210129e-05   3.54191689e-05
    1.23013509e-04   1.28063824e-04   2.25549570e-08   9.97672260e-01
    1.84859909e-05   1.92718231e-03]
 [  9.98812199e-01   3.46637592e-07   7.82267423e-04   3.48166650e-05
    1.15293471e-06   2.24956912e-05   2.11084247e-04   2.36192082e-05
    9.92942660e-05   1.26986033e-05]
 [  2.57802807e-04   9.92981434e-01   1.34315772e-03   5.11906168e-04
    4.53502114e-04   3.14305071e-05   4.19173390e-04   2.60995096e-03
    1.33001280e-03   6.14603559e-05]
 [  1.06740138e-03   4.83567746e-05   5.75741324e-05   3.09967925e-03
    2.29191803e-03   1.04801939e-03   1.08880795e-06   1.62093356e-01
    4.29259986e-03   8.25999975e-01]
 [  1.11100690e-05   6.68490685e-08   9.99347746e-01   1.86002144e-04
    9.35581681e-07   1.85586885e-07   1.81116538e-05   3.97494441e-04
    3.74730334e-05   7.57788655e-07]
 [  5.44061777e-07   8.48970831e-06   1.95865978e-05   1.40894612e-04
    4.22491922e-07   2.98772056e-06   6.46087489e-11   9.97749865e-01
    1.57775798e-06   2.07560672e-03]
 [  6.74663519e-04   1.26606890e-03   2.52518184e-05   5.04805520e-03
    8.85851659e-06   9.87434208e-01   2.54828157e-03   2.22741746e-05
    2.91391299e-03   5.83784640e-05]
 [  5.92799051e-06   2.77979652e-05   9.88879919e-01   1.08477715e-02
    1.35557173e-04   5.07265031e-06   1.26455343e-05   4.70773273e-07
    7.91916755e-05   5.60152512e-06]
 [  7.76959409e-04   6.82161830e-04   4.11876899e-05   9.42776024e-01
    1.10930787e-05   4.65966351e-02   1.64649700e-05   4.15485329e-06
    5.50013408e-03   3.59518966e-03]
 [  8.88221712e-06   3.86520696e-06   2.55623854e-05   5.02823559e-06
    9.61143465e-04   1.33047381e-03   9.97142971e-01   2.38978544e-07
    5.19721827e-04   2.12226109e-06]
 [  6.20914390e-04   2.24474259e-02   2.88189240e-02   9.13590789e-01
    1.46691345e-05   2.40279082e-02   1.99608214e-04   1.00373733e-03
    9.00087599e-03   2.75116967e-04]
 [  9.69255325e-07   5.44642899e-05   9.82807159e-01   1.69526301e-02
    7.75626120e-07   6.07738457e-07   5.54188148e-07   1.68439961e-04
    1.28438742e-05   1.41036867e-06]
 [  1.25209237e-06   9.81721911e-04   2.44327275e-05   1.89294500e-04
    8.56912076e-01   1.48928363e-03   1.08659886e-04   6.10805728e-05
    4.40557534e-03   1.35826558e-01]
 [  3.62420578e-05   6.21541476e-05   2.67722085e-03   3.74759693e-05
    2.01402783e-01   6.00181011e-05   3.20237159e-04   5.61692426e-03
    1.70689542e-02   7.72718012e-01]
 [  2.66696156e-06   1.37595165e-07   2.61095420e-06   1.92496940e-04
    3.96471194e-07   1.66945130e-04   5.45516798e-10   9.96030271e-01
    2.73141904e-05   3.57713201e-03]
 [  4.16937182e-05   1.93451357e-04   8.48705351e-01   7.22520007e-03
    2.98716204e-05   3.60852464e-05   2.18306068e-05   1.43405929e-01
    2.38548382e-04   1.02006954e-04]
 [  3.22271044e-05   6.88810251e-05   2.53479753e-04   7.79925722e-06
    9.94327605e-01   1.58619179e-04   4.22058534e-03   2.09843507e-04
    2.68543983e-04   4.52497276e-04]
 [  1.49124414e-02   6.47359043e-02   3.78533918e-03   4.60155221e-04
    2.76606400e-02   8.78701657e-02   4.25987184e-01   3.98424076e-04
    3.73919934e-01   2.69713491e-04]
 [  1.82812230e-03   1.05128602e-04   8.26558331e-04   1.11730944e-04
    3.74709852e-02   1.77902309e-03   9.55213547e-01   6.87288484e-05
    1.51062431e-03   1.08552515e-03]
 [  2.00337451e-03   1.66162965e-06   5.65100672e-05   7.71601408e-05
    9.94365737e-02   5.83065266e-04   9.19647937e-05   7.58149102e-02
    3.63208383e-04   8.21571589e-01]
 [  1.04591140e-06   1.59287950e-07   4.06052413e-06   8.09240746e-08
    3.38422033e-05   6.82824975e-06   9.99951720e-01   2.63011002e-10
    2.28622844e-06   3.88106933e-08]
 [  3.85087507e-04   8.56317740e-07   7.77749374e-05   2.56069561e-05
    1.86711736e-06   6.73166243e-04   9.98833954e-01   8.39845438e-09
    1.58749106e-06   1.05564141e-07]
 [  2.73944170e-05   2.07074481e-06   2.00278839e-04   9.97318566e-01
    1.25833806e-08   2.43273843e-03   6.97692037e-09   6.34419484e-06
    1.12572479e-05   1.44575506e-06]
 [  1.11267014e-04   3.83415818e-06   9.99325871e-01   2.89509422e-04
    3.70342195e-06   1.72731734e-06   2.41964722e-06   1.44056830e-04
    1.60439311e-06   1.16310279e-04]
 [  8.16538716e-07   4.22569519e-06   1.14135444e-03   9.63088334e-01
    2.54903398e-06   1.15390308e-02   1.83592576e-07   2.73612852e-04
    2.01456938e-02   3.80431581e-03]
 [  1.63430261e-04   1.05553993e-03   9.86743569e-01   3.39295669e-03
    4.77981166e-06   1.17830368e-05   4.75558591e-06   2.48815864e-03
    6.11772109e-03   1.71447900e-05]
 [  2.06268305e-04   9.88229156e-01   1.90626516e-03   7.62462441e-04
    4.55081376e-04   9.53531766e-04   1.17425065e-04   1.31877826e-03
    5.93547383e-03   1.15676135e-04]
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    8.30560446e-01   3.26114314e-05]
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    4.14250862e-05   1.30206026e-04]
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    6.22167950e-04   1.27124920e-04   8.43119284e-04   4.42066550e-04
    9.12548415e-03   2.38922745e-04]
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    7.98586916e-05   5.90865639e-05   9.99278724e-01   1.77975338e-07
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    5.04643843e-03   1.21422447e-01]
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    2.86463473e-04   1.98877290e-01   2.78860237e-03   1.01567366e-05
    7.84485638e-01   7.40272633e-04]
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    1.32274351e-06   4.99305141e-04   5.33471303e-03   1.99898381e-07
    5.51243126e-02   9.20616614e-08]
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    1.04448109e-05   1.38802989e-06]
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    4.39322002e-06   9.46923683e-04   4.20251126e-06   1.56698866e-06
    1.62695258e-04   4.48135361e-05]
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    6.88224544e-09   1.08281398e-04   2.82111898e-07   1.18258959e-06
    1.34694778e-06   8.41235249e-07]
 [  9.99744117e-01   2.11004803e-07   3.85403291e-05   5.15685542e-06
    1.57574558e-08   1.47933621e-04   4.59709227e-05   1.35060134e-06
    1.50434362e-05   1.74152035e-06]
 [  7.48626476e-08   3.69833171e-04   9.99463379e-01   1.59978401e-04
    1.54094923e-08   6.46941345e-08   1.09311991e-08   9.25999586e-07
    5.57131580e-06   7.39010142e-09]
 [  4.92476893e-10   5.88416356e-08   2.41780217e-05   9.99971747e-01
    2.05511969e-10   3.16874349e-07   3.81998565e-11   1.43933079e-07
    3.42926751e-06   1.01785837e-07]
 [  4.06068739e-06   5.98092738e-04   3.89334673e-05   1.79394893e-03
    2.29221478e-01   1.44615036e-03   3.80853999e-05   1.99926973e-04
    3.12970974e-03   7.63529599e-01]
 [  3.03466322e-06   4.84456905e-05   5.16268983e-07   7.17101557e-07
    3.01156579e-05   9.99573767e-01   2.79896290e-06   1.20960283e-06
    3.38977436e-04   4.89917454e-07]
 [  9.92665350e-01   9.67151053e-08   4.54462046e-04   4.20713077e-05
    4.79953778e-05   5.62734240e-05   4.51869637e-05   1.03016893e-04
    1.10996689e-03   5.47532551e-03]
 [  7.78399408e-04   1.04284403e-03   9.47504479e-04   9.70976770e-01
    2.23738912e-08   2.61744652e-02   1.97519239e-05   5.15344027e-07
    5.79720327e-05   1.84703219e-06]
 [  1.36063504e-03   9.06285867e-02   9.54910938e-04   6.10229746e-03
    7.81342108e-03   1.85379051e-02   8.47033143e-01   5.13555533e-05
    2.72745881e-02   2.43114642e-04]]
INFO:tensorflow:global_step/sec: 159.662
INFO:tensorflow:loss = 0.111221, step = 17301
INFO:tensorflow:probabilities = [[  8.62291245e-07   1.00988245e-06   3.62491730e-04   9.91005421e-01
    6.52951217e-13   5.43254567e-03   2.35723203e-12   7.47685533e-07
    3.19686485e-03   8.17299437e-08]
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    1.22243628e-05   9.59627869e-07]
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    6.28293549e-07   6.52097833e-06   1.61014725e-06   1.94875975e-06
    3.12354678e-04   1.95021457e-05]
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    1.91847563e-01   1.27994893e-02]
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    3.07359574e-06   3.30367402e-05]
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    2.73302285e-05   9.97751534e-01]
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    1.21426384e-03   5.02243987e-04]
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    1.63292582e-03   1.51092545e-05]
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    4.72400010e-01   5.75384649e-04]
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    8.41064990e-01   4.51829471e-02]
 [  3.95585339e-05   1.31142242e-05   2.62375925e-05   1.43668789e-04
    1.95783177e-05   6.93615439e-05   2.22403145e-08   9.80427802e-01
    3.90119203e-05   1.92216169e-02]
 [  8.77142942e-04   1.88121252e-04   1.92901362e-02   9.23235893e-01
    5.68518508e-03   1.61956844e-03   4.70306072e-03   9.91298701e-04
    3.65591124e-02   6.85042189e-03]
 [  6.53663516e-01   4.71997820e-03   1.36614284e-02   1.99164636e-02
    1.58861873e-03   2.51302391e-01   1.28525379e-03   1.50053333e-02
    1.70289651e-02   2.18280070e-02]
 [  5.10650862e-05   1.59978634e-04   6.68200338e-03   1.65184374e-05
    9.74739909e-01   1.65777194e-04   1.04575716e-02   6.24205079e-03
    2.90797150e-04   1.19419699e-03]
 [  2.79697211e-04   3.48232061e-05   3.42629901e-05   9.71928384e-05
    6.76119525e-04   3.04684439e-03   9.89992797e-01   8.60487205e-07
    5.69745200e-03   1.39920448e-04]
 [  6.13732198e-07   2.04173261e-07   9.07543978e-08   2.14685097e-05
    1.74159995e-05   1.30444969e-04   1.54587765e-09   9.90759850e-01
    8.70994256e-07   9.06912982e-03]
 [  3.46010711e-05   2.57990323e-03   9.07350332e-03   4.23773417e-05
    3.30751151e-01   5.37705957e-04   6.52254224e-01   8.40842549e-05
    2.65534571e-03   1.98714575e-03]
 [  9.99892950e-01   1.28485211e-09   2.05226806e-05   4.20539379e-07
    4.56561281e-07   1.27786616e-05   6.38870051e-06   1.06984271e-05
    1.47307708e-06   5.42170164e-05]
 [  2.80409848e-04   9.91049892e-05   1.73269131e-03   9.52468395e-01
    5.37368351e-06   1.85825750e-02   3.41380633e-06   3.95674026e-04
    2.40781307e-02   2.35414761e-03]
 [  4.96960638e-06   4.47011917e-06   1.20629986e-04   9.97758210e-01
    3.55547192e-09   2.00985884e-03   3.00743068e-06   2.05748938e-06
    9.63916827e-05   4.20254338e-07]
 [  6.64001345e-06   1.88327758e-04   9.94932721e-04   9.86881375e-01
    2.60476008e-05   3.52351461e-03   7.87732642e-06   7.33365096e-06
    8.32569972e-03   3.84229825e-05]
 [  1.75105990e-03   1.82027157e-04   2.24252809e-02   2.32506663e-01
    1.95929839e-04   7.20647071e-03   2.60409131e-03   7.14517810e-05
    7.32570827e-01   4.86167555e-04]
 [  1.27530475e-05   9.28498412e-05   5.56034538e-05   4.60649471e-06
    3.90855770e-04   3.28113856e-05   9.99381065e-01   1.70225238e-08
    2.89253403e-05   4.54853790e-07]
 [  3.74695560e-07   3.98781239e-08   2.19188860e-06   3.36637822e-05
    6.09243696e-04   1.01695092e-04   2.97708738e-08   2.90807243e-02
    1.05120853e-04   9.70066905e-01]
 [  2.23970084e-04   2.96769158e-05   9.18835693e-04   1.91199688e-05
    8.84709123e-04   7.48402905e-04   9.93577063e-01   2.19863387e-06
    3.56082595e-03   3.51517192e-05]
 [  6.29083370e-05   9.99033570e-01   6.76968120e-05   1.32354835e-04
    9.53293420e-05   1.17763348e-05   2.13755484e-04   4.30440959e-05
    3.12125456e-04   2.76889768e-05]
 [  3.00450065e-09   1.38065957e-06   9.99964952e-01   3.30704497e-05
    3.06796082e-11   3.96070038e-10   2.10924234e-09   8.82988118e-08
    4.96887196e-07   2.51955228e-11]
 [  1.26630912e-05   1.89698383e-03   3.46538814e-04   3.89441894e-03
    9.12361979e-01   2.20903847e-03   4.03026026e-03   4.84738004e-04
    2.40057497e-03   7.23627359e-02]
 [  2.26976117e-05   5.96653126e-06   5.67496696e-04   1.37932587e-03
    4.00181852e-06   1.57774521e-05   3.04209095e-07   2.03034233e-05
    9.97784078e-01   2.00039533e-04]
 [  4.72423271e-05   1.21896924e-03   1.07184712e-06   1.03605557e-02
    3.14808940e-03   5.76055143e-04   1.98616135e-06   2.30584294e-03
    2.12694635e-03   9.80213225e-01]
 [  4.50931338e-07   1.38806854e-06   9.99875188e-01   1.10621098e-04
    1.69817671e-08   9.40086409e-08   6.95268056e-07   1.12784137e-05
    2.47604220e-07   2.27603669e-09]
 [  2.30341062e-01   8.75231854e-06   1.60787324e-03   5.97360049e-05
    4.04750244e-05   1.10858004e-03   7.65799820e-01   1.29555943e-07
    1.03196688e-03   1.76412209e-06]
 [  8.13405641e-05   3.73880994e-07   1.33860027e-04   2.09043424e-06
    3.04099685e-05   1.58883831e-05   9.99703109e-01   1.63682135e-08
    3.25648034e-05   4.05097325e-07]
 [  3.34587917e-02   5.93056541e-07   1.21402286e-03   2.29296274e-03
    5.98959650e-06   9.06003177e-01   1.02977479e-04   6.08016926e-05
    5.06710187e-02   6.18967181e-03]
 [  7.77196874e-07   4.05078526e-06   1.63957418e-06   2.50126614e-04
    5.10979862e-06   2.21984756e-05   4.36757341e-09   9.97357547e-01
    2.06928107e-05   2.33776192e-03]
 [  1.18858872e-04   9.85745192e-01   4.43188881e-04   4.56644734e-03
    9.37543446e-05   7.56494643e-04   2.06428507e-04   2.46439804e-03
    4.92181396e-03   6.83411839e-04]
 [  6.91179943e-04   4.62629134e-03   6.79159712e-05   4.94848099e-03
    7.83506501e-03   7.14476046e-04   3.55519624e-05   2.61883885e-01
    1.10646235e-02   7.08132505e-01]
 [  2.61236455e-05   8.31420402e-06   3.35095137e-06   2.71497374e-05
    6.62004652e-07   9.98819888e-01   3.69601039e-05   7.34168211e-08
    1.07729575e-03   1.66264002e-07]
 [  1.53403525e-04   6.64913159e-07   8.17617365e-06   2.69832555e-04
    8.24798248e-04   4.26626902e-05   6.81603183e-08   9.32419479e-01
    2.68349886e-05   6.62541166e-02]
 [  1.47468178e-04   2.65301758e-04   4.34630201e-04   8.71150136e-01
    8.11715745e-06   4.41766897e-04   1.93055785e-05   3.88235967e-05
    1.25874102e-01   1.62023690e-03]
 [  3.41111881e-05   9.93609079e-04   9.97197032e-01   2.65452953e-04
    8.80950068e-09   3.49727226e-04   1.48910863e-06   2.23817624e-05
    1.13511179e-03   1.11963027e-06]
 [  4.03612707e-04   4.00195271e-02   2.64881738e-02   1.16382554e-01
    1.01142738e-04   3.58948571e-04   2.93182438e-06   8.03232670e-01
    9.94066335e-03   3.06971371e-03]
 [  7.10448949e-05   5.55651513e-06   9.96371984e-01   3.21704266e-03
    1.46585799e-05   3.15524630e-06   1.83464377e-04   2.11694172e-07
    1.24575468e-04   8.15993371e-06]
 [  1.56954688e-04   7.93278844e-07   2.73864105e-04   9.44163694e-05
    2.10833679e-08   3.23045370e-03   5.07075947e-06   6.35794038e-07
    9.96236742e-01   1.04926028e-06]
 [  5.57433523e-04   8.77572179e-01   4.71846986e-04   1.36486841e-02
    2.30557262e-03   8.95008179e-06   5.37555243e-05   1.78635605e-02
    8.53048712e-02   2.21310277e-03]
 [  1.12630187e-06   1.71145657e-05   9.99681950e-01   4.87894140e-05
    3.82173170e-07   1.33465917e-07   1.34360209e-06   1.09766552e-04
    1.38644566e-04   8.98085204e-07]
 [  3.36371227e-06   2.56366377e-07   9.99567449e-01   4.05296654e-04
    9.00801282e-08   7.91624046e-08   2.89145419e-07   3.94942163e-07
    2.11683364e-05   1.68575423e-06]
 [  2.52556383e-05   1.30331009e-05   5.57625711e-01   1.97046641e-02
    1.85463605e-07   2.39065656e-07   1.26245432e-08   4.21831757e-01
    5.39975241e-04   2.59162276e-04]
 [  1.02487784e-05   3.62598548e-05   5.56384884e-06   1.93069316e-03
    5.03648026e-03   2.41822517e-03   1.76535934e-06   2.68346183e-02
    2.47454387e-04   9.63478684e-01]
 [  5.38396635e-05   3.03597801e-04   2.79590109e-04   7.68976008e-07
    9.92745221e-01   2.87524803e-04   8.08782352e-04   7.30830361e-04
    3.64900357e-03   1.14081951e-03]
 [  4.45411570e-05   1.16469309e-04   1.51996692e-05   3.68368957e-04
    7.30947778e-02   1.61837990e-04   3.73923922e-06   6.54105395e-02
    2.17782203e-04   8.60566676e-01]
 [  1.46584931e-08   5.39030862e-06   1.59994215e-05   9.99967813e-01
    8.31669222e-09   4.73107093e-06   1.94424907e-10   3.89491788e-06
    1.35783318e-06   7.59901354e-07]
 [  3.46700326e-05   9.16302452e-05   6.48432877e-03   2.18509493e-04
    9.73335147e-01   3.20512248e-04   1.45632736e-02   4.97601395e-05
    2.78818351e-03   2.11404287e-03]
 [  5.26812946e-05   4.71757558e-05   1.37331209e-03   9.86553371e-01
    3.64377483e-05   7.76002090e-03   1.19777433e-04   1.13757278e-06
    4.02041432e-03   3.57506688e-05]
 [  1.61040934e-05   1.09025461e-06   1.04468288e-02   1.19498509e-04
    1.75833120e-04   1.55397429e-04   1.07760730e-04   6.86596686e-05
    9.87885952e-01   1.02287682e-03]
 [  7.67282094e-04   9.80837405e-01   1.27907551e-03   2.66758073e-03
    2.34520892e-04   6.38675585e-04   3.44298402e-04   1.02549407e-03
    1.16839781e-02   5.21743379e-04]
 [  7.99582558e-05   7.48020175e-05   8.47070012e-04   1.82574498e-03
    9.37769592e-01   2.98036612e-03   6.74335897e-05   2.57343426e-03
    1.67318236e-03   5.21085225e-02]
 [  1.91402910e-06   2.26222308e-09   7.50392388e-08   3.74197480e-05
    3.05666892e-09   9.99957800e-01   2.19866706e-07   2.34404052e-09
    1.93612368e-06   6.11961752e-07]
 [  4.26829904e-02   1.80106203e-04   8.06920289e-04   5.88934217e-03
    3.71661521e-02   1.60429448e-01   3.72263163e-01   4.27123625e-04
    3.71961176e-01   8.19352735e-03]
 [  1.06654511e-07   4.72387484e-07   3.03807701e-06   1.53060148e-06
    9.77848947e-01   6.78546421e-05   3.89076195e-06   1.22669826e-06
    7.40013566e-05   2.19989270e-02]
 [  7.25599648e-07   2.51516781e-06   1.38578194e-04   1.90161436e-03
    4.67934029e-07   2.45995325e-05   3.42722350e-10   9.96783018e-01
    3.74739943e-06   1.14469451e-03]
 [  5.13532029e-07   1.39657992e-08   2.57403281e-06   2.90927142e-06
    2.55062993e-08   4.02211435e-06   7.72609685e-11   9.99424458e-01
    5.99931445e-06   5.59589476e-04]
 [  5.19545040e-07   8.32843568e-07   9.99882460e-01   2.84242269e-05
    3.55836541e-11   1.71907971e-07   1.01828928e-08   6.30163925e-07
    8.71229204e-05   8.03746292e-10]
 [  1.08431941e-05   3.88065018e-05   7.17176590e-03   1.14821969e-03
    5.20926224e-05   1.84967634e-04   6.05975038e-06   7.48244711e-05
    9.90335345e-01   9.77035263e-04]
 [  2.71117988e-05   1.83769607e-05   2.57646334e-05   2.11031947e-05
    5.98610459e-05   1.14744566e-04   9.99499917e-01   4.18417621e-08
    2.31065133e-04   2.05871584e-06]]
INFO:tensorflow:probabilities = [[  6.82342725e-05   4.93458683e-05   8.24851213e-06   7.29451305e-04
    1.77096352e-02   2.55109416e-03   3.77734796e-06   9.07013251e-04
    3.48778005e-04   9.77624416e-01]
 [  9.99994755e-01   4.29583522e-11   3.62596188e-06   3.51737661e-08
    2.62445066e-10   4.13786154e-07   1.15650460e-06   7.29646232e-10
    5.56401369e-09   9.39922771e-08]
 [  7.82245479e-06   9.98566210e-01   3.53347627e-04   8.71247248e-05
    9.22050640e-06   1.24641547e-05   3.55643482e-04   4.96338835e-05
    5.46975236e-04   1.14957766e-05]
 [  1.56268655e-07   1.51583754e-05   3.22838823e-05   1.09719881e-03
    3.98485827e-05   2.56304174e-05   7.92279948e-08   9.96163011e-01
    9.85687366e-05   2.52809166e-03]
 [  2.93178061e-07   3.73418239e-08   1.61908920e-05   1.56857027e-07
    9.99835491e-01   8.65302263e-06   1.14471099e-04   1.12918906e-05
    2.41659336e-06   1.10084775e-05]
 [  3.65183013e-03   1.91580325e-01   1.63777242e-03   6.31473819e-03
    6.60296261e-01   1.13144820e-03   2.44442211e-03   1.95491780e-02
    1.44420117e-02   9.89519134e-02]
 [  3.70703638e-01   8.08970217e-05   2.71234545e-03   3.73247982e-04
    1.38478819e-04   9.98934917e-03   6.12359703e-01   4.29419670e-05
    3.58608481e-03   1.33905996e-05]
 [  1.29336349e-05   6.93800903e-05   3.17402504e-04   2.61398218e-05
    9.85921681e-01   4.73923865e-04   2.28776876e-03   5.61712950e-05
    8.02457143e-05   1.07544726e-02]
 [  3.43614146e-02   1.41418743e-04   5.10247350e-01   4.17727372e-03
    3.59574527e-01   3.50168673e-03   1.35139353e-03   1.21560378e-03
    5.16780128e-05   8.53776261e-02]
 [  2.37104214e-05   3.75696160e-02   9.44132209e-01   3.20878485e-03
    9.58732016e-07   7.48911189e-05   1.23464342e-04   1.33192167e-02
    1.51140383e-03   3.57457830e-05]
 [  2.98252591e-04   9.60194011e-05   6.71910226e-01   4.79616784e-03
    2.42514223e-01   2.47794436e-03   2.13411660e-03   6.90193251e-02
    1.44949459e-04   6.60876138e-03]
 [  1.85576971e-06   2.68003805e-05   1.19942822e-04   3.44659551e-04
    9.59765971e-01   2.50400207e-03   6.68328285e-05   1.42257300e-03
    6.36614335e-04   3.51107009e-02]
 [  9.98372793e-01   5.36740785e-09   6.70663780e-04   6.07630994e-08
    1.67380605e-07   3.06378352e-05   8.26660427e-04   2.25019772e-08
    9.88441243e-05   9.87798074e-08]
 [  9.99824703e-01   2.95019648e-10   1.50613661e-04   1.28939030e-06
    1.26820621e-09   2.18227397e-05   8.29057569e-07   3.49830884e-07
    1.20106520e-07   2.17297824e-07]
 [  8.71527568e-02   1.67322487e-05   6.30938739e-05   3.20007937e-04
    5.46853058e-04   1.88481152e-01   7.00720668e-01   4.92575555e-06
    2.25293338e-02   1.64493787e-04]
 [  2.14546247e-07   3.87148430e-06   2.97115312e-05   9.99715507e-01
    7.59602358e-07   2.23920826e-04   7.02060916e-08   2.35592393e-06
    1.64724715e-05   6.98941176e-06]
 [  4.58334426e-07   1.68881371e-07   2.26007542e-04   2.46375951e-08
    1.67394464e-05   2.20737957e-06   9.99749362e-01   2.82617890e-07
    4.70605983e-06   1.47661709e-07]
 [  4.51700589e-06   1.22605401e-04   9.90381896e-01   7.97294453e-03
    1.18577899e-03   1.40823595e-05   1.65493693e-04   2.74542117e-07
    1.52045264e-04   4.03381080e-07]
 [  6.56457269e-05   8.69090800e-05   7.02614780e-05   1.72821805e-03
    8.70286942e-01   9.54131503e-03   3.47412948e-04   6.74677780e-03
    3.38148326e-03   1.07744887e-01]
 [  6.16212814e-09   8.84038798e-09   1.13715714e-07   9.46891646e-07
    9.99489665e-01   7.19198506e-05   6.47926129e-07   1.13839043e-04
    7.99061399e-06   3.14891251e-04]
 [  4.79183439e-03   5.48429430e-01   9.82111599e-03   2.46399809e-02
    1.66563824e-01   7.05469102e-02   8.93134438e-03   9.00865868e-02
    5.44725619e-02   2.17163749e-02]
 [  4.76169180e-06   1.61521456e-07   4.61799846e-06   1.73920498e-07
    1.21024868e-05   4.71294470e-06   9.99967694e-01   5.43382583e-09
    5.74942942e-06   2.33690898e-08]
 [  4.97894129e-04   7.07536765e-06   2.47551520e-06   2.87982344e-04
    5.89864794e-06   9.98796582e-01   2.68575895e-05   5.42170710e-06
    8.85055124e-05   2.81229964e-04]
 [  2.39634537e-05   8.36520769e-07   8.99960560e-06   7.00356168e-06
    2.72751095e-06   1.86146735e-05   1.29178543e-08   9.96732593e-01
    1.63912282e-05   3.18892789e-03]
 [  3.69254239e-02   1.20017282e-03   6.58025518e-02   8.03061109e-03
    1.18982675e-03   7.07385875e-03   8.17019120e-02   8.60759610e-05
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    1.44239506e-02   9.28526282e-01]
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    9.67326701e-01   1.53493939e-03]
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    3.38930706e-03   1.38521609e-05]
 [  1.59431685e-04   5.77395411e-08   1.62340002e-05   7.46862963e-04
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    5.84770751e-04   9.45326901e-05]
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    2.15114824e-08   9.11770505e-04   6.03103922e-09   1.00731913e-05
    1.22127458e-04   5.96439531e-06]
 [  1.38296787e-06   1.53022498e-04   4.88500157e-03   8.16025131e-04
    8.48947820e-05   8.79518266e-05   2.45826504e-06   9.90927100e-01
    5.84203284e-04   2.45783268e-03]
 [  7.72579398e-04   5.08618996e-06   3.36568523e-03   1.91274798e-04
    2.73263686e-05   1.06548723e-04   4.41279980e-07   9.69029486e-01
    5.80295862e-04   2.59213969e-02]
 [  4.50917403e-04   9.92631674e-01   7.45718949e-04   9.14869379e-05
    5.43342787e-04   8.97563514e-05   1.60780083e-03   1.39408497e-04
    3.61206383e-03   8.78251085e-05]
 [  1.10837823e-06   1.17693155e-04   1.92165186e-04   9.97346044e-01
    1.68046051e-06   1.98793691e-03   3.12555500e-07   1.24347753e-06
    3.30760842e-04   2.09913906e-05]]
INFO:tensorflow:global_step/sec: 159
INFO:tensorflow:loss = 0.0944523, step = 17401
INFO:tensorflow:probabilities = [[  3.48328831e-05   5.16250439e-05   1.52967095e-06   1.47569444e-04
    4.61410750e-08   9.99659777e-01   2.34422751e-05   1.72621355e-07
    7.89062397e-05   2.16596322e-06]
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    1.02916131e-09   7.52163294e-04   4.35579886e-06   4.75185516e-05
    1.70914973e-05   3.25074006e-06]
 [  9.69712675e-01   1.34575466e-05   4.51470725e-03   1.78358960e-03
    1.51920633e-03   3.04660108e-03   5.18897595e-03   2.24795469e-04
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    9.98473465e-01   4.37855953e-04   1.87659389e-04   3.17211452e-05
    2.19175839e-04   6.44794723e-04]
 [  6.21968356e-04   8.78320217e-01   5.84819615e-02   3.45605263e-03
    1.58822094e-03   8.76721679e-05   2.09863996e-04   2.63813214e-04
    5.69389276e-02   3.13520395e-05]
 [  2.11723705e-06   9.94786387e-06   1.39912742e-03   9.96837497e-01
    2.44641615e-06   1.53437257e-03   1.06202674e-06   9.09827634e-07
    2.06924698e-04   5.52927486e-06]
 [  9.20033781e-05   7.24752853e-03   3.58170667e-03   3.94069478e-02
    4.08908760e-04   1.03261310e-03   1.00891586e-04   5.17317676e-04
    9.47215080e-01   3.96980497e-04]
 [  5.84061581e-08   5.63973153e-08   8.47365925e-07   2.71706540e-05
    1.03670752e-08   9.99617934e-01   2.02107216e-07   5.29425659e-09
    3.53485433e-04   2.04572288e-07]
 [  8.43529633e-05   2.64802111e-05   7.15467377e-06   5.73057169e-03
    1.89340950e-04   9.78674054e-01   1.09630392e-03   9.35901483e-07
    6.72969315e-03   7.46114552e-03]
 [  9.77730632e-01   4.12582153e-07   1.01150824e-02   4.26622173e-05
    6.92582171e-06   6.12657386e-05   5.02952375e-03   1.53177869e-04
    6.16858015e-05   6.79867901e-03]
 [  8.21024315e-08   4.49703875e-05   9.99822557e-01   8.81915403e-05
    1.54854547e-07   1.86231532e-07   1.11500649e-05   2.11730522e-09
    3.26276313e-05   6.58353316e-10]
 [  1.24797905e-02   1.84994246e-06   4.24831780e-03   2.29079888e-04
    4.86069964e-03   1.19009032e-03   2.71598436e-03   2.21118983e-03
    9.37447250e-01   3.46157402e-02]
 [  2.94994302e-02   1.39634183e-04   3.16800852e-03   8.63312816e-05
    2.34220439e-04   1.55767333e-02   8.45195949e-01   4.74874355e-07
    1.06089249e-01   9.84127200e-06]
 [  1.31489753e-04   1.00265925e-06   4.65248304e-04   5.12812312e-06
    6.87110296e-05   1.59511896e-04   9.99155402e-01   1.89147951e-08
    1.08384738e-05   2.66684401e-06]
 [  9.99807537e-01   4.32399921e-10   7.03986589e-05   1.14757157e-07
    3.40231012e-12   1.21317185e-04   8.63958238e-09   2.85504029e-07
    1.13312289e-07   2.58842164e-07]
 [  1.69787847e-03   4.97472538e-05   1.48784451e-03   3.11375107e-03
    2.32493132e-03   9.31931939e-03   1.69979837e-02   8.70288261e-07
    9.64244306e-01   7.63398944e-04]
 [  3.73098345e-07   1.30611752e-05   2.94150104e-05   9.97831166e-01
    2.77013925e-07   1.68072991e-03   1.65365250e-07   3.31816182e-07
    4.21269651e-04   2.31763042e-05]
 [  1.00490033e-05   9.95350718e-01   4.70146770e-04   2.03496031e-03
    1.90382743e-05   4.41362636e-06   1.03264843e-04   5.16098808e-04
    1.45315938e-03   3.81649479e-05]
 [  9.00041996e-05   9.97868538e-01   3.43440712e-04   2.74884496e-05
    7.03054902e-05   4.55733198e-06   3.98999866e-04   2.01586299e-04
    9.75414529e-04   1.96817709e-05]
 [  7.63883989e-04   2.03004311e-06   7.56700430e-03   9.91157591e-01
    3.90762160e-08   4.20199736e-04   2.17562456e-06   1.82936105e-07
    8.58421772e-05   1.02165995e-06]
 [  1.42207544e-04   9.88642752e-01   1.05285738e-03   8.01930088e-04
    1.04969181e-03   4.87540674e-04   9.85775492e-04   6.38712372e-04
    6.06818683e-03   1.30436616e-04]]
INFO:tensorflow:probabilities = [[  7.26804910e-06   9.40394784e-08   8.18501235e-07   5.13746054e-05
    7.14062267e-08   1.52938719e-05   4.24563544e-11   9.99726355e-01
    1.97910950e-07   1.98379130e-04]
 [  9.20125501e-07   2.65210430e-04   8.38032544e-01   2.02476676e-03
    2.29265097e-05   6.12876465e-06   1.84293560e-06   1.59604952e-01
    3.60682207e-05   4.73811497e-06]
 [  9.55379874e-05   4.91414340e-08   9.59621320e-05   2.10929938e-05
    3.69140953e-02   1.20002605e-05   3.65912615e-06   1.61022515e-04
    6.40519793e-05   9.62632537e-01]
 [  4.21390078e-09   1.94901858e-07   2.55710602e-05   4.59099601e-06
    8.11676486e-08   1.18418640e-07   2.28842674e-11   9.99958754e-01
    1.15496289e-06   9.54946881e-06]
 [  1.91032486e-05   4.37935887e-05   1.06466934e-03   9.73731726e-02
    3.94245108e-05   8.94785047e-01   6.20296109e-04   1.97367372e-05
    5.73912216e-03   2.95689475e-04]
 [  2.93412334e-08   1.48105599e-07   9.99998689e-01   1.02912986e-06
    4.07483856e-12   5.48854793e-08   7.34302064e-11   3.43699824e-08
    8.40204777e-08   1.57131694e-08]
 [  1.63758386e-06   5.73453035e-05   9.99373496e-01   8.78874271e-05
    4.00098621e-10   3.71604081e-08   2.15502283e-07   3.63106551e-07
    4.79084498e-04   3.96922967e-10]
 [  8.62967511e-07   2.17816250e-07   1.45051337e-04   9.99614716e-01
    1.28625998e-05   9.51928669e-05   2.84431980e-08   1.36002677e-06
    4.26108236e-05   8.71610027e-05]
 [  1.66068305e-04   1.25900435e-04   4.53420471e-05   8.79643558e-05
    1.02760947e-04   4.18409472e-04   9.98562276e-01   6.77835260e-07
    4.88011399e-04   2.49291861e-06]
 [  9.07316353e-05   6.93335096e-06   9.84571408e-04   2.99540043e-05
    2.28369187e-04   5.80178948e-06   9.98487949e-01   5.85507507e-07
    1.50263470e-04   1.49216512e-05]
 [  3.40298611e-05   5.35948493e-04   3.56862060e-04   1.37951062e-03
    1.66638310e-05   1.01981030e-04   1.09102148e-05   8.22666625e-05
    9.96979237e-01   5.02604642e-04]
 [  2.53157504e-02   8.37176344e-07   1.55491603e-03   9.25358327e-05
    1.64959356e-01   8.30902311e-04   1.60029682e-04   3.40074122e-01
    3.33621952e-04   4.66677994e-01]
 [  2.82844176e-05   1.33689435e-04   3.25368397e-04   3.02903820e-04
    9.42792535e-01   7.32118730e-04   1.96876324e-04   8.80519045e-04
    2.07431265e-03   5.25333397e-02]
 [  2.56039380e-06   1.47968865e-06   2.37453074e-04   5.06234028e-05
    4.46645117e-07   1.79493858e-04   9.18282603e-06   2.10359005e-07
    9.99493241e-01   2.53026847e-05]
 [  1.71660213e-04   9.91970003e-01   1.08235539e-03   9.90501838e-04
    7.76007873e-05   3.92556030e-05   2.70190299e-04   3.50600196e-04
    4.86119092e-03   1.86632053e-04]
 [  9.99746859e-01   8.53014104e-09   5.29047020e-06   1.34874506e-06
    2.80174817e-07   7.05099774e-06   1.62658995e-04   3.13383534e-05
    4.81908387e-07   4.48044921e-05]
 [  9.98405874e-01   3.32860139e-07   5.90928539e-05   1.43095099e-06
    8.91438887e-08   1.48850435e-03   2.63714628e-05   1.29263999e-05
    4.76651667e-06   5.85734085e-07]
 [  7.52707649e-07   9.99656200e-01   1.08544082e-05   2.59341527e-04
    5.36931566e-06   5.31169826e-06   1.62013566e-06   1.37437055e-05
    3.98247466e-05   6.99906923e-06]
 [  1.33225569e-06   5.92703736e-06   9.15724922e-06   2.77044921e-04
    9.86648738e-01   1.50280527e-03   8.88245049e-05   6.29610789e-04
    2.11498770e-03   8.72154627e-03]
 [  5.20000640e-07   1.33926264e-07   7.15371357e-07   1.02150916e-04
    1.41636922e-03   1.28265383e-05   4.88733782e-08   1.13321425e-04
    4.14855604e-05   9.98312473e-01]
 [  9.73580360e-01   1.13852150e-06   7.83166662e-03   4.52066924e-05
    6.96844154e-07   4.65289596e-03   1.20387990e-02   7.36105392e-07
    1.84535678e-03   3.13167038e-06]
 [  9.83870178e-02   1.87857382e-04   4.77890763e-03   4.32464818e-04
    1.89377705e-03   2.07461327e-01   1.63996041e-01   1.45105960e-05
    5.22401214e-01   4.46923746e-04]
 [  7.18162482e-05   9.93573964e-01   5.13537205e-04   3.53463460e-04
    3.77194537e-03   4.75725901e-05   6.24060689e-04   4.76712186e-04
    4.83960292e-04   8.28597476e-05]
 [  1.25988387e-04   9.96972561e-01   1.01713557e-03   1.68851751e-04
    1.62077878e-04   6.33880481e-05   3.04293091e-04   5.38742635e-04
    5.42725262e-04   1.04272476e-04]
 [  2.11339458e-04   9.97828782e-01   6.86270301e-04   5.32859587e-04
    8.30483332e-05   1.97609916e-05   8.84232868e-05   1.54582827e-04
    3.31862073e-04   6.31024595e-05]
 [  5.92138974e-07   2.45609755e-09   6.08011533e-06   1.09000851e-07
    9.99850988e-01   1.12466914e-05   2.02117599e-06   7.64246761e-06
    1.81142150e-06   1.19520490e-04]
 [  2.77898759e-02   2.02989577e-05   1.07074194e-02   4.00128374e-05
    9.43278849e-01   4.90934879e-04   1.43068098e-02   7.38429429e-04
    9.30048293e-04   1.69724843e-03]
 [  1.93684755e-04   7.34528468e-04   7.79511465e-05   4.09154280e-04
    3.76241982e-01   2.24137548e-04   2.91426084e-04   2.10007676e-03
    2.30755890e-03   6.17419422e-01]
 [  3.12387710e-04   1.49030983e-03   2.45628064e-03   5.71596064e-03
    6.31009461e-05   1.97578175e-03   7.31315311e-07   9.69023108e-01
    1.30203995e-03   1.76603533e-02]
 [  3.82627559e-06   1.57792110e-05   1.11489808e-05   3.64955595e-05
    4.16493975e-03   5.06200246e-04   5.18862498e-06   5.25253185e-04
    9.34772892e-04   9.93796468e-01]
 [  1.60850971e-06   1.06273073e-05   9.91236091e-01   6.92342175e-03
    7.25959671e-06   6.05988191e-07   2.94316635e-07   1.52806309e-03
    4.01767466e-05   2.51985359e-04]
 [  1.57265444e-04   4.41630436e-06   2.54606548e-05   1.76033049e-04
    8.29525441e-02   1.57152175e-03   4.73507353e-05   6.32764865e-03
    6.70599635e-04   9.08067167e-01]
 [  2.03190794e-07   8.71290540e-10   2.36835913e-05   9.80157466e-08
    4.24695527e-03   5.73076768e-08   9.95715916e-01   4.32600643e-07
    1.25250053e-05   1.13475531e-08]
 [  2.66578336e-05   1.08098581e-01   1.63283141e-03   7.95676887e-01
    3.62552404e-02   2.51118094e-03   1.71255408e-04   7.61758676e-03
    4.78932122e-03   4.32205275e-02]
 [  1.10834308e-05   9.92759109e-01   1.48197971e-04   4.07717284e-03
    7.30822503e-04   9.05371038e-04   5.01461800e-05   1.82777861e-04
    8.88381328e-04   2.47020304e-04]
 [  2.92829895e-06   9.37342026e-09   6.17234093e-07   6.81336096e-05
    3.37809240e-07   9.99891281e-01   8.91599143e-07   1.09101892e-08
    2.67377472e-05   9.22949403e-06]
 [  1.08182467e-05   2.96671487e-07   2.37316257e-04   1.63291065e-06
    9.99045074e-01   2.67243431e-05   7.24313795e-05   2.62470030e-06
    1.74942743e-05   5.85554109e-04]
 [  4.88046462e-05   7.45602676e-07   1.40377277e-04   1.91860448e-03
    4.76230980e-07   5.29329045e-05   2.38245979e-09   9.92635071e-01
    3.16252431e-06   5.19982306e-03]
 [  2.86744234e-05   2.95204270e-08   3.87423648e-03   9.95329380e-01
    9.15237422e-07   1.38986125e-05   2.73145879e-08   1.17041843e-07
    6.45019754e-04   1.07685330e-04]
 [  9.42553341e-01   1.76112862e-05   4.14899318e-03   1.41230645e-03
    1.49369211e-04   1.76103972e-03   4.65848260e-02   2.02354000e-04
    2.37159408e-03   7.98550725e-04]
 [  4.16787516e-04   9.78471458e-01   5.69439784e-04   1.13541482e-03
    1.33510062e-03   1.40727177e-04   2.07552890e-04   1.67947654e-02
    7.15824659e-04   2.13082414e-04]
 [  1.81664640e-04   1.32531102e-06   9.98418927e-01   2.03374424e-04
    1.10441384e-07   1.11460402e-04   2.55346567e-05   1.74997913e-05
    1.02887198e-03   1.12527860e-05]
 [  2.63396488e-03   4.91152115e-08   1.23829295e-05   1.31343754e-07
    5.36622130e-04   1.38283722e-04   9.96322513e-01   1.26840735e-06
    3.51180061e-04   3.61785601e-06]
 [  9.97689962e-01   2.95349707e-07   3.81913589e-04   8.28923294e-06
    1.12370984e-07   1.34851935e-03   5.45448158e-04   5.78338359e-07
    2.40998343e-05   8.37183677e-07]
 [  2.01412739e-04   2.89193176e-05   1.68336574e-02   1.38748810e-02
    2.18832778e-04   3.02712843e-02   3.64107371e-04   8.13773568e-06
    9.37949836e-01   2.48940050e-04]
 [  4.52484564e-05   1.57227216e-04   3.67844186e-04   1.10862893e-03
    8.93384695e-01   1.23057317e-03   5.86725713e-04   1.74733484e-03
    1.36611133e-03   1.00005656e-01]
 [  6.11648487e-04   2.04567055e-04   1.86477613e-03   1.14672403e-04
    9.75321293e-01   6.34544936e-04   1.85466018e-02   9.40737897e-04
    2.07440840e-04   1.55369251e-03]
 [  4.51882719e-04   6.83309327e-06   1.36197646e-04   9.64978062e-06
    2.35631270e-03   1.25713402e-03   9.95697737e-01   1.39314102e-06
    6.26069886e-05   2.02960327e-05]
 [  1.10862015e-06   9.90737617e-01   2.08141064e-04   2.96305702e-03
    2.14412139e-04   4.45210435e-06   1.08775075e-05   1.33154768e-04
    5.42196911e-03   3.05394264e-04]
 [  1.03424654e-07   4.87026917e-08   2.38269149e-05   3.90580499e-05
    5.28263300e-09   1.79417270e-07   1.17511513e-11   9.99863267e-01
    1.85486006e-05   5.49140459e-05]
 [  4.74915467e-08   2.74711795e-07   6.40632948e-07   1.98116923e-05
    1.17453237e-04   2.00440227e-05   3.08043840e-10   9.97368157e-01
    1.74291597e-06   2.47181486e-03]
 [  9.98019706e-03   1.50938329e-04   9.33246374e-01   6.34720922e-03
    3.52022122e-04   3.21697560e-03   3.19316779e-04   3.66732925e-02
    4.50500660e-03   5.20863663e-03]
 [  1.37642992e-03   1.95289496e-03   1.04278710e-03   1.14980293e-03
    6.30290620e-03   1.54522071e-02   9.70698893e-01   4.61120799e-05
    1.72613026e-03   2.51967722e-04]
 [  8.64565754e-06   9.98623490e-01   8.12280050e-05   3.06660259e-05
    3.24002642e-04   1.31184709e-06   1.87624071e-04   4.06768158e-05
    6.99447352e-04   2.82269343e-06]
 [  4.65238827e-07   3.52078224e-08   1.52875657e-06   7.81374126e-07
    9.99902010e-01   5.08966787e-06   1.00203588e-05   1.07805977e-06
    1.11925028e-05   6.76788768e-05]
 [  9.99908447e-01   2.87979574e-09   5.91086318e-05   2.02084902e-06
    5.05988751e-10   2.70244818e-05   1.97653005e-08   6.30461614e-07
    9.60126158e-07   1.82328199e-06]
 [  1.78525806e-03   1.73668808e-03   9.75193560e-01   1.71196274e-02
    5.26546103e-07   6.16291254e-06   1.17032851e-05   4.73657519e-06
    4.14009439e-03   1.48016989e-06]
 [  3.03180423e-05   9.89071012e-01   2.81097810e-03   3.23101762e-03
    2.15175096e-04   3.89538691e-05   4.08109299e-05   4.02607024e-03
    4.11782064e-04   1.23978636e-04]
 [  6.08721530e-06   9.22768504e-06   3.39596818e-06   1.29505888e-05
    5.40079403e-09   9.99924183e-01   3.29431100e-06   5.10717264e-08
    4.03124504e-05   5.28216447e-07]
 [  6.10812140e-06   4.90421201e-07   2.24014675e-05   2.88772251e-04
    2.69836633e-08   1.87638886e-06   2.91334908e-11   9.98665333e-01
    8.99008683e-06   1.00598205e-03]
 [  9.91275465e-06   3.14894824e-05   4.16128227e-04   8.53456795e-01
    4.49664833e-04   3.72651406e-03   1.26796886e-06   9.58577637e-03
    5.80643862e-02   7.42580593e-02]
 [  2.13651452e-03   1.85060662e-06   2.09146292e-05   1.58877829e-05
    6.58338104e-05   3.57041026e-05   5.55470869e-08   9.25287247e-01
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    1.65046118e-02   2.68792951e-06]
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    6.75863028e-03   2.09664609e-02   5.15416177e-05   9.01958942e-01
    1.49632269e-03   6.37224168e-02]
 [  7.61290994e-06   1.85722513e-06   3.23913878e-06   3.59685073e-05
    1.00212765e-05   3.51001829e-04   1.02912577e-06   2.13048111e-06
    9.99448359e-01   1.38836549e-04]
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    1.29066501e-03   2.56852265e-02]
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    4.55693604e-04   1.45070626e-05]
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    9.92009416e-04   3.89621192e-07]
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    3.05500980e-05   1.20691858e-01]
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    1.73253953e-04   1.26088329e-04   3.27124988e-04   7.57546513e-06
    1.34126400e-04   7.92246681e-07]
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    2.56200437e-05   5.32659124e-06   1.43586887e-09   9.99382615e-01
    1.17960305e-07   5.27921598e-04]
 [  1.90211971e-08   8.03730870e-07   1.20051729e-03   9.98776257e-01
    2.04130893e-10   1.23946047e-05   3.76576575e-10   5.08474955e-07
    9.23697826e-06   2.18520142e-07]
 [  9.67613119e-07   9.98800993e-01   1.21992744e-04   1.40848264e-04
    2.12630584e-05   1.48551826e-05   7.90097874e-06   1.31235443e-04
    7.40688352e-04   1.91452164e-05]
 [  9.99691367e-01   3.90050409e-10   6.08657001e-06   7.32757002e-08
    6.20599536e-08   9.43627015e-07   2.92392157e-04   1.22251791e-08
    8.43366797e-06   4.67993374e-07]
 [  2.72321649e-05   2.51410354e-04   1.86820182e-06   3.04837921e-03
    2.84554251e-03   8.06450378e-03   6.30000329e-07   4.59599774e-03
    5.89979638e-04   9.80574489e-01]
 [  1.30527051e-05   9.92738664e-01   1.09433313e-03   2.69480865e-04
    3.20232619e-04   1.92545758e-06   5.86570422e-05   4.94114263e-03
    3.74777097e-04   1.87769139e-04]
 [  2.03074549e-07   1.91368099e-06   1.23492409e-05   9.99731243e-01
    1.42210467e-07   2.20185233e-04   2.68295111e-08   2.53000323e-08
    3.11897384e-05   2.78186576e-06]
 [  5.35041363e-06   1.63372979e-03   7.31279075e-01   1.44739114e-02
    3.79490143e-06   2.74940180e-06   1.05773242e-05   2.52221376e-01
    3.66814580e-04   2.57547458e-06]
 [  2.27898068e-04   2.48942179e-05   7.94254956e-05   1.08260108e-04
    6.01424654e-06   1.94121711e-03   8.10138829e-07   2.92338256e-04
    9.96271372e-01   1.04772602e-03]
 [  1.70042749e-05   9.93583739e-01   1.60751370e-04   1.63230766e-03
    9.58612363e-04   2.69487122e-04   1.50143576e-04   6.68847875e-04
    1.66528497e-03   8.93769087e-04]]
INFO:tensorflow:global_step/sec: 155.268
INFO:tensorflow:loss = 0.113417, step = 17501
INFO:tensorflow:probabilities = [[  4.62264688e-06   4.16696196e-07   1.24312965e-06   1.79540621e-05
    2.39623716e-07   9.99706328e-01   2.28612087e-04   4.39317471e-09
    3.86589818e-05   1.98431712e-06]
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    1.47432991e-04   1.19899167e-03]
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    7.31068198e-04   6.41738588e-05]
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    1.91973328e-07   1.23988329e-07]
 [  2.60203175e-04   1.08893877e-02   4.27928474e-03   5.53618111e-06
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    4.42964863e-03   2.54094834e-06]
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    1.77099806e-04   1.41855583e-06]
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    5.66056930e-04   8.44811976e-01]
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    1.50578824e-04   5.50694950e-03]
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    4.01093828e-04   2.56405201e-05]
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    4.73931991e-03   2.34091090e-07]
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 [  2.01692645e-04   9.10119184e-07   9.87936556e-01   1.18301315e-02
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    5.00535953e-06   9.07480114e-07]
 [  1.26157022e-06   8.75380390e-09   1.09894381e-05   1.99236794e-07
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    3.13094468e-04   1.77337199e-06]
 [  8.64298344e-02   1.87237718e-04   1.52873778e-04   7.06290448e-05
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    3.34832817e-02   7.75321605e-05]
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    1.18441633e-07   2.29251396e-10]
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    6.97809737e-03   2.38273176e-03]
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    9.93958950e-01   5.34333230e-04]
 [  1.22425081e-06   6.53821699e-05   8.70867279e-06   2.66831485e-05
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    1.57915529e-05   2.04117713e-03]
 [  1.95727648e-06   2.43842333e-05   2.57140050e-06   5.67966745e-05
    1.71492212e-02   3.92250950e-04   1.46256150e-06   1.31269889e-02
    1.12242262e-04   9.69132125e-01]
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    1.99553906e-04   7.21931719e-05]
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    1.60517767e-02   1.08674588e-03]
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    5.10932470e-04   9.28207040e-01]
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    1.15210431e-04   4.90797728e-01   4.55285192e-01   3.60604236e-06
    2.41879523e-02   5.69159689e-04]
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    3.61128195e-06   5.68722608e-04]
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    1.68722367e-03   3.71956918e-03]
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    9.18434012e-07   9.19726881e-05]
 [  4.56529460e-06   1.11437438e-03   9.95979905e-01   1.71373936e-03
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    2.75431061e-03   5.33615879e-04]
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    5.29083647e-02   2.64508218e-01]
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    1.16199376e-02   4.18134080e-03]
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    9.99956369e-01   1.81924065e-06]
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    9.10380681e-04   9.89371181e-01]
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    1.79817139e-09   1.56196129e-05   2.74347267e-10   1.51850763e-08
    3.81892687e-06   4.87046407e-07]
 [  3.25340312e-04   8.87954883e-08   2.61296263e-05   6.97117473e-04
    1.18839857e-03   1.50603999e-03   1.45669965e-05   4.94357869e-02
    9.63349186e-04   9.45843220e-01]
 [  1.46940083e-05   1.08126962e-07   4.32484411e-03   9.88522291e-01
    1.09772003e-09   3.78023513e-04   4.76305627e-11   1.72347234e-06
    6.65140012e-03   1.06847430e-04]
 [  7.80960272e-06   1.46802908e-04   1.63168143e-02   2.73237169e-01
    2.34077714e-04   1.23175257e-03   3.34336364e-05   5.11426071e-04
    7.06675291e-01   1.60536706e-03]
 [  1.61275439e-05   3.39616003e-04   1.81491999e-03   9.30279136e-01
    5.68483782e-04   9.95992217e-04   2.42953092e-07   1.97677836e-02
    1.28971017e-03   4.49279286e-02]
 [  5.01446542e-04   7.20683383e-05   1.47322848e-04   1.71259388e-01
    5.27768825e-05   8.22301030e-01   1.88845333e-05   2.34507868e-04
    1.19927444e-03   4.21334617e-03]
 [  2.46119725e-06   1.21547972e-04   6.82877493e-04   7.49086379e-04
    9.95722413e-01   4.47312887e-05   1.09612418e-04   7.20112803e-05
    3.55966855e-04   2.13914341e-03]
 [  5.10905602e-06   9.99073505e-01   4.60356532e-05   7.92551145e-05
    3.86315296e-05   5.41717327e-06   8.26435935e-05   5.36318075e-05
    5.96201106e-04   1.96631681e-05]
 [  1.35204260e-04   4.77575604e-03   9.51916277e-01   4.90598986e-03
    1.99252367e-02   5.73384517e-04   1.46780144e-02   8.65292037e-04
    1.24443509e-03   9.80427722e-04]
 [  2.83671852e-06   6.41738279e-06   8.73699173e-06   1.29668901e-04
    5.11555746e-03   1.89659950e-05   1.71541546e-06   6.53796655e-04
    1.12364607e-04   9.93950009e-01]
 [  1.37791634e-04   1.94429576e-05   8.69807918e-05   3.88743146e-03
    3.02314613e-04   9.60880876e-01   2.45796982e-02   8.92782396e-07
    1.00594629e-02   4.51548731e-05]
 [  9.99971271e-01   1.25160743e-10   9.98429823e-06   1.69766892e-07
    2.38078057e-10   1.81270334e-05   4.03302636e-07   7.86129828e-09
    1.37904365e-07   4.23715072e-08]
 [  5.32153933e-07   9.99492764e-01   1.69667528e-05   3.48164554e-04
    2.38889811e-06   8.84867347e-07   1.96171527e-06   5.33840066e-05
    7.72135172e-05   6.01601869e-06]
 [  1.38128671e-04   9.15426819e-04   9.92636561e-01   1.49469811e-03
    2.36083783e-04   1.42120683e-04   2.16364759e-04   3.10407253e-03
    1.09110796e-03   2.55025680e-05]
 [  6.06344268e-02   3.35144927e-04   1.68313473e-01   7.58845448e-01
    4.32253757e-04   3.63364634e-05   1.95835564e-05   6.90088375e-04
    4.43152245e-03   6.26171380e-03]
 [  5.69984829e-03   2.44559287e-05   9.93406415e-01   1.83599914e-04
    1.52967473e-07   1.99199003e-05   9.95583832e-07   1.93434025e-04
    4.33970767e-04   3.73153889e-05]
 [  1.07323092e-06   1.09343819e-05   7.23667836e-05   9.99347746e-01
    2.93106297e-07   2.70235148e-04   2.33103652e-08   1.32157424e-04
    1.49926884e-04   1.54576574e-05]
 [  1.11742182e-07   5.81977838e-05   9.99579489e-01   3.36818630e-04
    6.09861539e-09   5.48910464e-08   4.03152342e-07   2.98044363e-08
    2.50353078e-05   2.14606749e-10]
 [  2.92383377e-02   5.56017878e-03   8.63034104e-04   6.93079666e-04
    5.23564013e-05   9.72534250e-03   9.53460574e-01   9.39314134e-07
    4.06051055e-04   2.69890336e-07]
 [  2.02898576e-04   6.93126465e-04   3.00195888e-02   5.46889678e-02
    3.05909780e-05   4.53713030e-04   5.68669066e-07   9.11022425e-01
    8.25150288e-04   2.06293096e-03]
 [  1.25643805e-06   8.79554250e-07   8.37732200e-03   9.90313053e-01
    3.39506130e-07   8.80967582e-06   1.70075265e-09   3.69179936e-04
    8.35673069e-04   9.33692208e-05]
 [  8.82491887e-01   3.90666901e-06   5.98251931e-02   1.44509750e-03
    1.34533446e-03   7.38410978e-04   3.51381116e-02   2.47107182e-05
    2.97685550e-03   1.60103254e-02]
 [  2.07574831e-05   3.28657412e-09   1.58223997e-06   9.86536634e-06
    9.00358311e-04   2.90521848e-06   8.79365114e-09   6.08878955e-03
    1.70367912e-05   9.92958665e-01]
 [  1.76780013e-05   1.06618383e-04   4.41215147e-04   2.62086041e-06
    4.29355241e-05   1.82038581e-04   9.99177277e-01   4.18835588e-09
    2.95780992e-05   6.75404177e-09]
 [  7.92410821e-02   2.41789478e-03   1.95747450e-01   2.16140086e-03
    3.68852139e-04   3.67852226e-02   5.44839725e-03   1.11073907e-03
    6.66095018e-01   1.06239151e-02]
 [  8.28917473e-05   3.24756616e-06   1.23059697e-04   7.42817917e-07
    9.99428928e-01   6.93219627e-05   1.08027125e-04   6.85306732e-05
    2.92516324e-05   8.59281936e-05]
 [  4.66034544e-05   5.14952170e-09   1.42497065e-05   7.67551410e-06
    2.99421343e-04   2.98070172e-05   2.68439067e-07   2.83776666e-03
    3.73924035e-04   9.96390283e-01]
 [  1.76253368e-03   1.60771697e-06   2.21100330e-04   3.51750612e-04
    2.77801973e-07   1.94096821e-04   5.85827092e-06   2.85165902e-06
    9.97405589e-01   5.43673414e-05]
 [  2.12304015e-03   1.09497597e-03   1.08259392e-03   1.43121043e-02
    6.74888259e-04   2.37880591e-02   3.24510838e-05   8.79013240e-01
    2.94647515e-02   4.84139174e-02]
 [  9.90339458e-01   9.69649022e-07   1.47168664e-03   5.43427421e-04
    1.38343430e-05   4.39056801e-03   1.84060036e-06   7.05740531e-04
    1.96415367e-05   2.51287851e-03]
 [  2.49046832e-04   9.97199178e-01   3.46841756e-04   7.46892474e-05
    6.17169659e-04   4.05189621e-06   2.00245213e-05   8.80301232e-04
    4.90561768e-04   1.18174823e-04]
 [  1.11423513e-04   9.96692181e-01   8.95879348e-04   3.71959504e-05
    4.98384725e-05   1.15562134e-05   5.03626827e-04   1.42016693e-03
    2.64199276e-04   1.38508540e-05]
 [  5.79292071e-04   1.23344444e-06   9.97115135e-01   1.34513329e-03
    1.72430169e-04   9.31007980e-06   4.02212099e-05   5.24116505e-04
    8.59032443e-05   1.27248786e-04]
 [  1.72997825e-03   4.83148819e-04   2.09691026e-03   2.01506482e-04
    6.90603331e-02   9.54504008e-04   9.12037611e-01   9.45519365e-04
    1.19026331e-02   5.87845978e-04]
 [  6.85478085e-07   4.31245235e-06   2.47903267e-06   1.56310241e-04
    1.51213385e-06   1.75448065e-06   6.43737641e-09   9.91158903e-01
    2.73040996e-06   8.67127348e-03]
 [  8.43788075e-06   1.01968653e-05   2.37878685e-05   1.61071861e-04
    4.23583109e-03   1.33709778e-04   3.18713290e-07   1.27130013e-03
    1.44999952e-03   9.92705286e-01]
 [  2.45890146e-06   9.99212027e-01   5.72123754e-05   3.80545156e-04
    2.41643775e-05   2.10681719e-06   3.28447027e-06   2.14382293e-04
    8.76495906e-05   1.59471583e-05]
 [  2.00705363e-05   2.33264128e-03   9.62399499e-05   4.04611137e-03
    6.75745726e-01   8.00601556e-04   1.00904392e-04   2.16949787e-02
    4.59916703e-03   2.90563524e-01]
 [  9.98247623e-01   8.80179307e-09   1.03766925e-03   1.39901167e-05
    2.75815438e-07   6.00523606e-04   1.60985637e-05   1.59422998e-05
    2.90330831e-06   6.50351794e-05]
 [  2.27895798e-04   9.77859672e-05   3.46867382e-05   6.20701758e-04
    1.45586836e-03   2.41343587e-04   4.44937950e-06   9.61755216e-01
    5.79382031e-05   3.55041660e-02]
 [  2.61508740e-05   9.94649231e-01   1.79355987e-03   8.80433654e-04
    5.25933574e-04   1.24018079e-05   1.20512595e-05   1.93314790e-03
    1.03795013e-04   6.31669755e-05]
 [  9.99993324e-01   6.00888561e-10   4.95341101e-06   1.17963248e-06
    1.58312960e-10   3.93120246e-07   7.37560057e-08   1.31105828e-08
    2.86355988e-08   5.72982124e-08]
 [  1.09974136e-08   3.88177135e-09   1.19347341e-08   6.84890145e-09
    9.99904275e-01   3.99263809e-06   6.49892797e-07   1.33467229e-05
    3.29454888e-05   4.49568288e-05]
 [  5.64752781e-06   9.91102587e-03   2.11854000e-04   8.00735503e-03
    5.48124139e-04   1.20014709e-04   1.19467143e-06   9.59412098e-01
    1.64505164e-03   2.01376863e-02]
 [  4.21609984e-05   9.92118359e-01   4.70796600e-04   1.80735637e-03
    3.03037406e-04   3.03010514e-04   2.49808095e-03   5.31528494e-05
    2.30085035e-03   1.03248021e-04]
 [  1.18320211e-04   5.62270195e-08   3.68487272e-05   4.89715349e-05
    7.61792251e-07   1.77842070e-04   2.87971549e-08   2.79693836e-06
    9.99369085e-01   2.45248666e-04]
 [  1.84350611e-05   9.95524287e-01   1.00654463e-04   4.08234337e-05
    3.46259876e-05   7.45624084e-06   2.06390527e-04   1.57181057e-05
    4.04691231e-03   4.75874231e-06]
 [  9.99991059e-01   3.47380480e-09   2.97899788e-07   8.40228331e-09
    6.63115296e-09   7.05650154e-06   4.88828960e-07   1.10600365e-06
    4.55914844e-08   1.54628424e-07]
 [  2.28322369e-05   2.29438319e-06   2.42741444e-05   9.74017203e-01
    8.96008814e-08   2.41853222e-02   1.27746034e-07   2.73667212e-07
    1.00929185e-03   7.38422503e-04]
 [  2.39099845e-05   9.95920897e-01   6.52694598e-06   7.61687872e-04
    8.33876911e-05   1.96929599e-04   5.63780268e-05   6.94469563e-05
    1.76670798e-03   1.11404643e-03]
 [  2.98449813e-05   9.97038364e-01   7.68681988e-04   2.54703657e-04
    3.27172165e-05   2.66021652e-06   7.78584508e-05   1.01034448e-03
    6.23795844e-04   1.61217104e-04]
 [  6.55002985e-03   9.17801559e-01   5.95093064e-04   6.64223218e-04
    2.70669872e-04   1.46557708e-04   2.62042129e-04   1.49333409e-05
    7.36606494e-02   3.42376952e-05]
 [  2.64035151e-07   7.74875364e-09   9.99959826e-01   3.82326143e-05
    9.00969667e-07   3.37026584e-09   2.05978381e-07   8.00043143e-09
    2.96802682e-07   2.65762850e-07]
 [  1.31044099e-02   1.35697055e-05   1.61698530e-03   9.37354125e-05
    6.03569373e-02   9.73509668e-05   6.21961517e-05   2.17043571e-02
    3.13939317e-03   8.99811149e-01]
 [  3.14965723e-06   2.82786959e-06   2.11148449e-06   1.27942476e-03
    5.03688643e-04   2.76320818e-04   1.13941311e-07   2.77544954e-04
    1.82746662e-04   9.97471988e-01]
 [  2.97273160e-04   6.24614756e-07   5.76638286e-07   1.01549871e-04
    3.84864825e-06   9.99290824e-01   1.18097103e-06   2.12989853e-05
    2.63055437e-04   1.97780228e-05]
 [  1.12046946e-05   1.40961515e-06   5.22939490e-06   1.89059399e-04
    2.70342492e-02   1.90138133e-04   1.66136871e-07   8.59451480e-03
    4.50300577e-04   9.63523686e-01]
 [  9.99782622e-01   1.56762514e-08   9.43789291e-06   1.29865543e-06
    7.51666784e-10   1.99029688e-04   3.88388003e-07   3.77998231e-06
    2.72886064e-06   7.62758248e-07]
 [  7.46668922e-03   1.11096888e-04   1.46149960e-03   9.84858343e-05
    1.36360552e-06   1.70521289e-02   1.45457499e-03   4.87239404e-09
    9.72353697e-01   5.07017148e-07]
 [  9.99328375e-01   1.65501902e-07   1.80868101e-05   1.85526221e-06
    1.33891348e-07   5.37365791e-04   8.31059879e-05   2.74081503e-06
    2.36471733e-05   4.39685527e-06]
 [  9.99073148e-01   2.96790461e-07   7.61364528e-04   2.62020621e-05
    2.90223898e-08   9.58582386e-05   1.82984095e-05   5.66177221e-07
    1.63663517e-05   7.84042641e-06]]
INFO:tensorflow:probabilities = [[  9.05937923e-05   1.15720750e-05   6.90412344e-05   5.73929947e-06
    1.16558769e-03   6.38898322e-03   9.91872728e-01   1.58540459e-07
    3.20929044e-04   7.47114100e-05]
 [  9.99888897e-01   2.87408070e-10   4.39731639e-06   6.71720045e-07
    3.54376001e-10   6.02846194e-06   3.19054976e-07   6.29382112e-06
    6.47958450e-06   8.67604831e-05]
 [  1.93477390e-04   1.53139510e-04   1.45108817e-04   1.59263203e-03
    3.95351090e-03   5.68687159e-04   1.28410636e-06   9.25794244e-01
    4.25077305e-04   6.71727583e-02]
 [  8.50825012e-01   2.28873387e-06   1.40762684e-04   6.84560928e-06
    2.10200469e-05   1.41753197e-01   5.82058821e-03   1.28850795e-03
    1.01031212e-04   4.08163287e-05]
 [  6.74336031e-03   1.34510628e-03   3.51404189e-03   3.42682027e-03
    4.01912667e-02   2.62886044e-02   5.56368148e-04   6.21155262e-01
    1.56704942e-03   2.95212090e-01]
 [  4.20521729e-07   6.37276298e-06   9.99951124e-01   3.75179443e-05
    5.18178751e-07   1.11141262e-07   1.63716049e-06   1.46651428e-06
    7.80599123e-07   1.24497177e-08]
 [  2.33681829e-04   9.75743234e-01   6.04201946e-03   1.82824349e-03
    7.32281362e-04   3.15334095e-04   1.59214239e-03   9.29787697e-04
    1.24134421e-02   1.69711217e-04]
 [  9.79687810e-01   9.11722168e-07   9.34573982e-05   1.00361731e-05
    2.81843040e-06   1.30595745e-05   2.01591644e-02   8.66145058e-07
    2.84220641e-05   3.59255114e-06]
 [  7.82038769e-05   9.95188594e-01   3.40403785e-04   4.62602387e-04
    3.33016418e-04   6.52509989e-05   1.46281702e-04   1.09409168e-03
    1.91180082e-03   3.79849051e-04]
 [  7.45491052e-05   9.87723708e-01   1.02632784e-03   1.81123847e-04
    1.25701437e-04   4.08440101e-05   2.53126724e-03   1.14452450e-04
    8.07330571e-03   1.08704633e-04]
 [  2.60940360e-05   1.35900098e-06   1.53160363e-05   9.40165639e-01
    1.98713064e-06   5.76613955e-02   1.14961779e-06   1.04868525e-06
    1.54439523e-03   5.81562170e-04]
 [  9.80268933e-09   1.11099072e-02   9.88006532e-01   8.35465791e-04
    4.18564497e-07   4.27239183e-06   9.39442430e-07   3.90082668e-08
    4.24598438e-05   7.34105554e-11]
 [  2.21739159e-04   4.06122729e-02   2.96869092e-02   9.27916467e-01
    8.19312572e-06   1.78780741e-04   1.21739981e-06   8.77137587e-04
    1.17034237e-04   3.80184356e-04]
 [  2.80418419e-07   2.18007744e-06   1.13614278e-05   1.55043404e-03
    2.73350044e-03   2.26370510e-04   2.77990580e-07   5.42468624e-05
    1.46854657e-03   9.93952811e-01]
 [  1.15049261e-06   1.47551227e-05   9.92732108e-01   7.18278019e-03
    4.47884560e-07   3.68679508e-07   7.79472487e-07   1.76679657e-06
    6.49958311e-05   8.11502332e-07]
 [  8.11533774e-09   1.85452065e-09   5.54365351e-06   1.35839093e-06
    1.99608621e-10   1.33499456e-09   1.30594777e-14   9.99953151e-01
    2.79415817e-05   1.20077066e-05]
 [  3.39757065e-07   9.65597238e-08   1.58852199e-05   1.25161463e-08
    2.04266427e-04   3.45106650e-06   9.99775708e-01   6.20908480e-09
    8.11068332e-08   1.24878824e-07]
 [  3.09132265e-05   3.21439526e-04   5.47093987e-05   6.00580534e-04
    7.38593578e-01   1.68960469e-04   4.78855145e-05   2.94306525e-03
    1.98064791e-03   2.55258292e-01]
 [  3.28960683e-04   5.70341110e-01   7.42260972e-03   3.43868762e-01
    1.64345056e-02   1.50734000e-02   8.90771276e-04   1.35414982e-02
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    9.95159090e-01   1.90250389e-03]
 [  9.95192647e-01   5.10703103e-07   3.74924904e-03   8.73705547e-04
    1.01338071e-06   4.89399608e-05   7.22269760e-05   1.02570230e-05
    2.75701473e-06   4.86933131e-05]]
INFO:tensorflow:global_step/sec: 157.859
INFO:tensorflow:loss = 0.144144, step = 17601
INFO:tensorflow:probabilities = [[  5.46554020e-08   1.68494219e-09   5.25658720e-07   5.14257330e-08
    9.99849081e-01   3.38942783e-07   1.60333826e-07   5.43264323e-05
    9.72226644e-07   9.44751155e-05]
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    6.22751686e-05   1.74411442e-02]
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    9.75661039e-01   1.42158603e-03]
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    3.07769049e-04   9.84095395e-01]
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    1.57892170e-08   1.56447015e-07]
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    1.34285028e-06   1.12734870e-08]
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    9.95615301e-06   2.41978632e-04]
 [  3.40359907e-06   9.61475877e-09   2.67759629e-06   2.67053823e-09
    2.55107843e-05   5.33526588e-07   9.99967694e-01   9.59661572e-10
    1.20091400e-07   1.81611668e-08]
 [  6.48886707e-05   2.68997363e-04   5.00624999e-04   4.09882021e-04
    1.14552408e-01   1.52583886e-03   4.54565336e-04   2.69487523e-03
    2.01696740e-03   8.77510965e-01]
 [  8.65914481e-05   9.81601000e-01   5.31368540e-04   7.54528679e-04
    2.06573517e-04   6.49749290e-06   3.01718483e-05   1.61888022e-02
    3.30846407e-04   2.63595692e-04]
 [  1.69884844e-03   1.93297907e-04   7.06421444e-04   2.29243073e-03
    8.10249941e-04   5.21630142e-03   3.08927312e-03   4.09619061e-05
    9.68454421e-01   1.74977519e-02]
 [  6.97216990e-07   8.59261127e-06   6.95197559e-06   9.99930620e-01
    8.57388329e-08   4.69648112e-05   3.45333646e-08   3.30532437e-08
    5.63259346e-06   4.74949928e-07]
 [  3.27626799e-06   3.88569955e-04   5.76910243e-05   9.60224748e-01
    2.54468159e-05   5.75645128e-04   1.70923158e-07   4.00398014e-04
    1.21735095e-03   3.71067189e-02]
 [  3.14422604e-03   1.68818384e-04   1.83018346e-04   3.51444334e-02
    9.05966317e-06   1.22788310e-01   1.27071337e-06   5.40787412e-04
    8.35321307e-01   2.69875373e-03]
 [  4.99769347e-04   1.65817255e-04   3.59437638e-03   3.63596744e-04
    9.36298609e-01   3.58819758e-04   1.07986736e-03   1.07780250e-03
    8.45926814e-03   4.81021330e-02]
 [  5.19490604e-05   1.47047937e-02   8.29318713e-04   1.22109355e-04
    3.19984974e-03   1.20953836e-01   8.57670724e-01   1.06041080e-06
    2.45945505e-03   6.93840184e-06]
 [  2.59517560e-06   7.16433760e-07   1.04047525e-04   7.18778801e-06
    5.71568999e-05   1.22699726e-04   9.99263227e-01   1.05541194e-08
    4.42025106e-04   3.95171895e-07]
 [  3.38005630e-05   2.08475171e-06   2.23173949e-04   9.99619842e-01
    8.12925595e-12   1.13150942e-04   3.94769240e-09   1.31563533e-08
    7.72412659e-06   1.28776520e-07]
 [  2.12358456e-04   2.85978690e-08   1.94574222e-05   1.83870579e-05
    5.85519883e-04   4.92617219e-05   3.10321252e-06   9.48592904e-04
    1.32677469e-05   9.98150110e-01]
 [  2.97347404e-04   6.10694475e-02   8.28499440e-04   4.14197007e-03
    5.35114646e-01   3.04952310e-03   2.02504126e-03   4.64546215e-03
    4.69685867e-02   3.41859370e-01]
 [  1.26464365e-05   5.73832440e-05   4.47434635e-04   1.57663032e-06
    9.98687923e-01   3.78279801e-05   1.75732755e-04   5.61433590e-05
    4.51269989e-05   4.78130532e-04]
 [  9.99879003e-01   4.51096005e-09   2.31578724e-05   3.17249714e-06
    7.80762051e-08   3.78823461e-05   1.29060686e-06   1.68764473e-05
    5.38851464e-06   3.30486000e-05]
 [  9.40744798e-08   1.23931704e-06   8.77564671e-05   9.99905825e-01
    1.85833737e-10   4.89520835e-06   5.96965533e-11   6.66811584e-09
    2.33858472e-07   7.11821091e-09]
 [  8.50722799e-08   1.06483959e-07   3.21102016e-05   1.65115234e-05
    1.26336559e-08   5.05369144e-07   5.07032610e-11   9.99946237e-01
    1.81524149e-06   2.64942992e-06]
 [  5.02603179e-05   3.18071194e-04   5.08328376e-05   8.13027262e-04
    6.09671930e-03   4.27732877e-02   9.45622981e-01   8.58903888e-07
    4.16203076e-03   1.11929716e-04]
 [  2.11411989e-05   9.72487669e-07   7.99081192e-07   4.87767305e-04
    9.21337596e-06   9.99330997e-01   1.69196312e-06   3.67840016e-06
    4.71551939e-05   9.66530642e-05]
 [  8.60297678e-06   7.30496176e-05   1.69504892e-05   5.09191945e-04
    7.33009120e-03   9.97315437e-05   2.32085199e-06   2.48172656e-02
    2.68261717e-03   9.64460135e-01]
 [  5.49593860e-05   3.79529268e-07   3.52774769e-05   2.42537169e-07
    4.27161489e-04   2.18347486e-05   9.99397516e-01   2.03502992e-07
    5.97731123e-05   2.64350774e-06]
 [  9.99945641e-01   5.01751696e-11   1.82907024e-05   1.70259966e-07
    5.54391755e-10   1.70085104e-06   3.41388259e-05   2.39186615e-10
    2.01301162e-07   2.62542592e-08]
 [  3.60291524e-05   9.94903088e-01   6.33302916e-05   6.58423349e-04
    8.00996029e-04   3.53820678e-06   3.92311427e-04   4.72036074e-04
    2.28752079e-03   3.82612983e-04]]
INFO:tensorflow:probabilities = [[  3.08616563e-06   3.15580037e-05   1.09805433e-05   2.48732162e-04
    3.15784775e-02   2.20004993e-04   2.99208159e-06   3.47229443e-03
    1.61214801e-03   9.62819695e-01]
 [  1.38263417e-07   1.43922172e-08   3.21579864e-06   5.95913616e-06
    9.26921295e-09   2.34244879e-07   7.91476368e-13   9.99984145e-01
    1.80962854e-08   6.29775877e-06]
 [  2.44740204e-05   1.42403660e-05   9.95222508e-05   1.45692829e-05
    2.75089056e-03   5.54729377e-05   9.96810853e-01   1.51800714e-05
    2.12719882e-04   1.97717031e-06]
 [  3.39630475e-08   1.21417579e-04   9.99627709e-01   2.25466210e-04
    2.76590185e-06   1.79187964e-07   1.45779541e-05   1.52293489e-06
    6.28042062e-06   1.51399193e-09]
 [  5.63266724e-07   4.23413042e-07   3.33414064e-05   5.42216014e-07
    1.37875468e-04   1.56335846e-05   9.99793589e-01   2.22514718e-08
    1.78449045e-05   8.59717133e-08]
 [  2.24454894e-07   2.38024910e-07   2.43163896e-07   1.29523585e-06
    9.97110963e-01   4.47482416e-05   8.05069340e-06   5.17898206e-06
    5.65637583e-06   2.82326853e-03]
 [  1.69257635e-06   9.14131988e-08   1.67947030e-04   1.47695755e-04
    5.83733284e-09   4.59798684e-06   1.91609992e-11   9.99529243e-01
    2.18363652e-06   1.46593477e-04]
 [  3.93761147e-05   5.44555514e-05   1.46779930e-04   9.99149680e-01
    4.70948635e-07   2.14235886e-04   3.18829422e-07   5.92422566e-07
    2.36012798e-04   1.57883434e-04]
 [  3.14636673e-05   7.24802306e-03   3.88490182e-04   3.94636244e-01
    1.65916699e-05   2.10267186e-04   2.34795596e-08   5.83057463e-01
    1.92315303e-04   1.42191006e-02]
 [  9.64006409e-03   5.33208404e-05   7.75141455e-03   1.16022420e-03
    3.21746338e-05   9.15920828e-03   9.70251918e-01   1.55931644e-04
    1.77109579e-03   2.46261770e-05]
 [  4.63467859e-06   9.53431609e-08   3.03626884e-08   2.97179486e-06
    2.98216037e-06   9.99820411e-01   2.43595628e-06   6.67769655e-07
    1.65610822e-04   2.88717303e-07]
 [  9.97619450e-01   5.18148937e-08   1.68861449e-03   2.33020114e-06
    1.45118827e-06   1.59034927e-04   3.76578711e-04   1.44004143e-05
    3.72347495e-05   1.00906713e-04]
 [  5.31527447e-04   1.10533729e-04   7.41115957e-03   5.76146133e-02
    2.63676753e-07   9.33258474e-01   2.33431874e-05   5.85457428e-07
    1.04854291e-03   9.37789650e-07]
 [  7.55210124e-07   1.94029690e-05   9.56876516e-01   4.30422612e-02
    8.62218699e-11   3.80492293e-06   9.39643363e-10   4.23670429e-07
    5.68055657e-05   2.37103048e-08]
 [  1.64365956e-05   1.74359718e-06   8.13914521e-05   1.80384144e-04
    1.19636825e-05   4.57134956e-05   5.01544584e-08   9.97250021e-01
    2.11481001e-05   2.39110924e-03]
 [  9.57852308e-07   2.85439814e-08   1.68055908e-06   2.52266065e-03
    2.49401211e-07   9.97381628e-01   9.86507303e-07   1.37733892e-07
    6.05917085e-05   3.10294890e-05]
 [  3.81805497e-04   3.10866013e-02   8.73038173e-01   7.40743950e-02
    2.04587759e-05   3.48827452e-04   1.06835596e-05   1.86992604e-02
    5.79181476e-04   1.76051364e-03]
 [  9.99774277e-01   2.32288078e-09   1.32402842e-04   3.11743094e-07
    8.59598899e-08   4.14108217e-05   3.75282325e-05   4.48454927e-08
    1.13578899e-05   2.65589802e-06]
 [  9.98261750e-01   1.25037722e-08   8.74207937e-04   8.11473285e-07
    1.39421320e-06   4.30874934e-05   3.49116021e-06   2.96974522e-05
    5.42269208e-06   7.80009490e-04]
 [  4.06673234e-06   9.99545515e-01   2.99016610e-05   5.42805246e-05
    3.34181168e-05   1.82309759e-05   1.02326936e-04   8.73399676e-06
    2.00560142e-04   2.94488177e-06]
 [  3.20157660e-08   7.37660230e-07   4.01517427e-05   9.47326771e-06
    9.99394536e-01   1.84247001e-05   4.53415123e-05   3.04187532e-04
    7.25135294e-07   1.86355668e-04]
 [  5.56259602e-06   1.97969871e-06   5.13004306e-06   9.61179554e-01
    5.78351728e-06   3.58444862e-02   1.33018727e-06   3.49073218e-07
    1.96325360e-03   9.92489513e-04]
 [  1.22939105e-04   7.85144130e-06   6.47161214e-05   3.72148133e-06
    3.68205565e-06   1.03763957e-03   9.98756051e-01   2.16270624e-09
    3.45600347e-06   6.13344708e-09]
 [  1.89840600e-01   9.35032149e-05   5.60625573e-04   3.00799590e-02
    1.78810023e-05   7.63149559e-01   7.67396996e-05   2.87867780e-03
    2.38284632e-03   1.09195458e-02]
 [  5.62966670e-06   1.03040817e-04   1.11868794e-05   2.43996237e-05
    4.44620018e-05   9.98879373e-01   1.85416357e-04   4.99051794e-07
    7.43826560e-04   2.17416095e-06]
 [  7.11322991e-06   9.89188552e-01   7.91577972e-04   6.55844528e-03
    1.62000706e-05   1.69921059e-05   3.81585278e-06   9.22016188e-05
    3.31682502e-03   8.28958673e-06]
 [  2.43305322e-03   1.93457541e-04   7.63470307e-04   2.81693647e-04
    3.78538592e-04   9.87887732e-04   9.91148114e-01   2.61535706e-06
    3.80306761e-03   8.14740633e-06]
 [  1.08726311e-03   4.18017316e-06   1.22089603e-03   2.21357886e-02
    1.77825072e-07   9.75254178e-01   1.08348274e-06   1.08463501e-05
    2.41175891e-04   4.44772813e-05]
 [  5.63836293e-05   1.28007932e-05   1.92191255e-05   1.42571633e-04
    3.51254386e-03   1.77114835e-05   6.15973690e-08   3.39146852e-02
    9.83455757e-05   9.62225616e-01]
 [  2.87917442e-06   8.23720893e-06   3.07180337e-04   1.20927976e-03
    8.76444683e-05   3.17417056e-04   2.87372109e-06   2.16208682e-05
    9.89562690e-01   8.48019961e-03]
 [  9.10159144e-07   1.09741981e-04   9.99343812e-01   3.20585095e-04
    2.93544900e-07   1.37187169e-06   8.65124662e-07   2.77679264e-05
    1.94522610e-04   9.69784253e-08]
 [  1.02563715e-03   2.24349697e-06   5.57463570e-03   9.13629711e-01
    1.50834808e-07   2.89481077e-02   2.03959244e-05   2.18960352e-07
    5.07943928e-02   4.59891226e-06]
 [  9.98486876e-01   1.19228794e-09   1.60056690e-04   1.09655615e-04
    3.78407279e-08   1.86636262e-05   1.62787899e-06   1.02379541e-04
    1.08079857e-03   3.99181627e-05]
 [  7.98708320e-01   1.34907852e-04   5.56862308e-03   2.23650001e-02
    1.48026692e-03   2.57137697e-02   1.59982536e-02   2.02675629e-03
    6.77417666e-02   6.02623709e-02]
 [  1.29714070e-04   3.16705482e-05   1.47881772e-04   3.01337359e-03
    7.22334198e-06   9.32441652e-03   8.59507491e-05   8.58995236e-07
    9.87107337e-01   1.51619010e-04]
 [  1.87363083e-04   2.41459770e-06   1.33285530e-05   6.90982197e-05
    6.74187243e-02   2.07087869e-04   3.61510203e-04   3.18604260e-04
    2.77684163e-03   9.28644955e-01]
 [  1.89110593e-04   9.96493518e-01   1.50716471e-04   1.11058995e-04
    3.06754577e-04   2.71054596e-04   3.51343362e-04   3.62066385e-05
    2.07642512e-03   1.36363769e-05]
 [  1.39652312e-01   1.87369969e-05   1.25066757e-01   1.34842645e-03
    2.93340068e-02   9.45340004e-03   1.37146590e-02   4.77006733e-01
    3.32921650e-03   2.01075837e-01]
 [  9.00383384e-05   9.90097046e-01   1.04771438e-03   5.14321961e-04
    9.01886087e-04   6.76442942e-05   3.89909721e-04   2.58560455e-03
    4.16547945e-03   1.40166783e-04]
 [  8.80974114e-01   2.53378472e-04   8.25309083e-02   2.22793338e-03
    2.28395744e-04   8.77820328e-03   1.93548780e-02   1.57858012e-04
    5.21474471e-03   2.79416534e-04]
 [  1.17780910e-05   7.90840545e-07   5.56128216e-05   6.17411615e-07
    2.78897001e-04   1.80544012e-04   9.99467552e-01   2.94333935e-09
    4.14706892e-06   4.03799909e-08]
 [  2.01451330e-05   2.26381098e-06   2.87401926e-04   3.44795467e-06
    4.50306397e-05   1.08216782e-05   9.99607980e-01   1.36908852e-07
    2.23841544e-05   3.35391377e-07]
 [  4.89473848e-07   1.99186366e-06   1.13466940e-05   9.99382377e-01
    2.71999329e-06   4.69009654e-04   1.35939162e-08   2.56391246e-07
    1.32733112e-05   1.18533091e-04]
 [  7.42487464e-05   3.04947062e-05   1.73210774e-05   8.64771381e-03
    1.50384977e-02   9.13639426e-01   1.58133771e-04   3.05133959e-04
    3.47683090e-03   5.86120896e-02]
 [  1.26165214e-05   1.89147340e-05   3.75615753e-04   5.91005437e-06
    3.72627680e-03   1.25848994e-04   9.95703399e-01   7.71795783e-07
    2.96659273e-05   9.18619833e-07]
 [  1.76248097e-04   8.69432639e-04   3.00521441e-02   1.48006588e-01
    2.23030318e-02   8.04318860e-03   3.29650193e-02   2.76580849e-05
    7.56312251e-01   1.24436955e-03]
 [  2.34644849e-05   1.47347237e-08   5.07956938e-05   1.29225537e-05
    8.54345504e-04   3.09308052e-06   1.64279712e-07   2.80802720e-03
    8.58111816e-05   9.96161342e-01]
 [  5.37549226e-07   4.86156125e-07   8.72088037e-08   3.59051569e-06
    8.15652754e-07   4.50150992e-06   3.79775766e-10   9.99720156e-01
    7.81946824e-07   2.69021373e-04]
 [  3.39665149e-08   4.84005369e-08   1.25430665e-06   4.89430522e-06
    1.07560592e-08   4.10039611e-08   7.70567963e-13   9.99979734e-01
    1.49696677e-06   1.23474574e-05]
 [  5.42970668e-07   6.60746435e-09   8.21000867e-08   3.09696247e-07
    9.98888552e-01   6.15383251e-05   4.18902937e-06   6.04926618e-06
    3.37377628e-06   1.03541452e-03]
 [  2.10032752e-03   8.93079489e-03   9.17983130e-02   1.22478781e-02
    1.20925561e-05   5.65488517e-05   1.67490634e-05   8.05463083e-03
    8.75545204e-01   1.23746670e-03]
 [  1.19559601e-07   4.27028208e-05   2.09011273e-06   1.17701848e-05
    9.94713843e-01   2.34962747e-04   7.70387032e-07   1.38697316e-04
    1.45140380e-04   4.70997812e-03]
 [  2.77336367e-04   4.01715655e-03   1.61499355e-03   2.46170675e-03
    2.51247388e-06   2.59411154e-05   6.28538191e-06   1.69746127e-05
    9.91152585e-01   4.24563448e-04]
 [  1.57656382e-06   1.46254661e-06   1.18509547e-06   1.63126038e-04
    2.07654989e-06   9.99481261e-01   2.62065510e-06   2.34088358e-08
    3.39910242e-04   6.81728261e-06]
 [  8.30737583e-04   1.01017188e-02   3.88081011e-04   3.90433855e-02
    2.53259577e-02   2.00114902e-02   6.35368997e-05   1.02140069e-01
    1.01019451e-02   7.91993022e-01]
 [  1.15150237e-04   9.98327792e-01   1.75703419e-04   9.44194471e-06
    3.19263199e-04   1.21198691e-05   4.10667344e-05   2.77410181e-05
    9.63966828e-04   7.76157049e-06]
 [  8.63472524e-05   1.49695552e-05   9.97962475e-01   1.13629398e-03
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    9.32144076e-07   1.08200393e-05]
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    2.29807702e-05   1.88818706e-06]
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    1.28900562e-03   2.40118187e-02]
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    4.70200685e-05   1.85839614e-04]
 [  8.67105773e-05   7.62392371e-09   1.89742465e-07   1.04836879e-04
    3.29157047e-05   9.98926818e-01   7.08209257e-07   6.01972395e-04
    9.26775319e-05   1.53100773e-04]
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    5.80329491e-08   2.02698589e-04   1.64624489e-05   4.44923728e-07
    9.41317637e-08   5.54921826e-07]
 [  1.05654442e-04   9.97160792e-01   7.73935288e-04   3.49885144e-04
    1.11875714e-04   5.56735631e-06   5.33675993e-05   2.23542083e-04
    1.17345760e-03   4.18070122e-05]
 [  2.50016898e-03   6.82420155e-04   3.86852655e-03   2.33908817e-02
    2.70586141e-04   1.26111612e-01   7.25995415e-05   1.24490028e-03
    8.33230019e-01   8.62832647e-03]
 [  4.96365137e-05   2.47835624e-06   3.81583450e-05   6.44483298e-05
    1.05336265e-04   4.12984722e-04   9.98438179e-01   1.39536340e-07
    8.88217706e-04   3.54081152e-07]
 [  4.55093570e-03   1.45668964e-04   1.23815541e-03   6.68539526e-03
    2.82598397e-04   2.34820042e-03   9.83698964e-01   3.74966039e-05
    1.00609497e-03   6.45818818e-06]
 [  1.16511210e-07   1.21896582e-08   2.11266283e-07   8.77980317e-04
    9.07324882e-09   9.99116600e-01   9.86637588e-07   4.80558059e-11
    3.81249401e-06   3.00924398e-07]
 [  6.74572402e-06   9.10776216e-05   3.87991640e-05   9.10049617e-01
    1.60096170e-05   1.95852807e-03   1.41143301e-08   9.96642630e-04
    3.65777351e-02   5.02648279e-02]]
INFO:tensorflow:global_step/sec: 160.136
INFO:tensorflow:loss = 0.135744, step = 17701
INFO:tensorflow:probabilities = [[  5.51300218e-05   5.07964869e-04   9.94869974e-04   9.44058527e-04
    4.09404375e-02   1.19136857e-04   5.17916415e-05   9.53876019e-01
    2.31078826e-04   2.27951165e-03]
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    1.30673016e-07   3.19349226e-07]
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    2.36380970e-06   2.52703117e-04]
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    2.52651609e-03   5.52520098e-04]
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    1.32726727e-03   9.82884526e-01]
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    5.44674583e-02   2.11996485e-06]
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    1.69195209e-05   9.95768785e-01   1.80701271e-03   7.48495594e-08
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    1.19189062e-05   3.51990930e-05]
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    1.30852347e-03   9.87827241e-01]
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    1.26380954e-04   9.97587085e-01]
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 [  1.57608493e-09   3.63919607e-05   9.99795973e-01   1.67609702e-04
    3.97479649e-09   6.21073903e-09   3.10672590e-08   7.75374931e-10
    1.15184321e-07   9.88142380e-12]
 [  3.85412574e-03   8.25747669e-01   1.38484403e-01   6.39336044e-03
    1.07133863e-04   2.00384631e-04   3.29043623e-03   9.44702260e-05
    2.18147580e-02   1.32334480e-05]
 [  1.13636558e-03   9.86335874e-01   3.30614205e-03   8.30200210e-04
    7.26812403e-04   8.87801638e-04   2.40620435e-03   8.32162914e-04
    3.40712839e-03   1.31389024e-04]
 [  8.99436636e-05   3.25925578e-03   5.93033759e-03   1.07173733e-01
    4.22704761e-05   8.70378315e-01   5.07585006e-03   1.16349584e-04
    7.62352254e-03   3.10422532e-04]
 [  4.34175454e-05   7.92632136e-07   2.48308716e-05   9.47063745e-05
    6.74950657e-03   8.40031498e-06   5.47607715e-06   3.15823895e-03
    2.33158808e-05   9.89891291e-01]
 [  2.63241562e-03   9.78235475e-05   1.22187572e-04   4.78621456e-04
    8.49955082e-02   1.12172268e-01   1.20746314e-04   3.72803241e-01
    3.56603771e-01   6.99735358e-02]
 [  2.81392131e-04   6.29482965e-05   2.85868019e-01   1.90706372e-01
    2.01341012e-04   6.99870230e-04   2.42407099e-04   2.92881578e-03
    4.35331315e-01   8.36774632e-02]
 [  4.91312931e-05   9.99049127e-01   4.79092094e-04   7.43486908e-06
    1.40524033e-04   7.32718672e-06   2.44852454e-05   1.50342830e-05
    2.26527656e-04   1.24650762e-06]
 [  6.07620832e-03   2.96640192e-05   7.64269242e-03   3.24874964e-05
    2.04232112e-01   2.09760340e-03   7.78536797e-01   1.06115098e-04
    1.01675119e-04   1.14463083e-03]
 [  2.43935516e-04   6.95736787e-07   4.61584452e-04   5.77550873e-06
    9.67105687e-01   3.15950718e-04   1.04184076e-02   6.63814062e-05
    3.00677749e-03   1.83746293e-02]
 [  1.31582245e-02   3.48625891e-02   1.16375294e-02   6.09661229e-02
    2.25895064e-06   7.79520214e-01   7.45481253e-03   2.91210381e-05
    9.22290012e-02   1.40122938e-04]
 [  5.44644827e-05   9.97618616e-01   8.78091028e-04   8.48267155e-05
    3.11697077e-04   1.68035729e-06   2.27983837e-05   7.93064886e-04
    2.03095173e-04   3.15125471e-05]
 [  5.48945027e-05   9.84181404e-01   2.96792568e-04   2.33990038e-04
    1.47558225e-03   3.90855748e-05   4.31829576e-05   5.74791851e-03
    7.79563421e-03   1.31562178e-04]
 [  1.74025434e-08   4.54440305e-05   9.99885678e-01   6.28085254e-05
    5.24085380e-08   2.95149277e-07   1.40508760e-07   1.33673200e-06
    4.44020543e-06   5.21920174e-10]
 [  1.12881444e-05   1.05518829e-07   3.02030958e-06   2.26693301e-05
    1.24673196e-03   1.50269716e-05   8.44430090e-08   1.77938549e-03
    4.49390296e-04   9.96472359e-01]
 [  2.44475756e-04   1.67735118e-06   2.65616458e-04   3.98190314e-04
    8.03148607e-04   9.84122276e-01   1.76807152e-04   5.09804631e-05
    7.50269555e-03   6.43405737e-03]
 [  8.81993110e-05   9.89937663e-01   2.12052459e-04   2.03071651e-03
    1.27125284e-04   2.39974994e-04   6.69586065e-04   2.14067666e-04
    6.31272979e-03   1.67984384e-04]
 [  2.72338366e-06   1.06193860e-04   2.30565012e-04   1.19999124e-04
    9.27552938e-01   1.01551457e-04   2.58112359e-05   1.34870848e-02
    5.56969224e-03   5.28035685e-02]
 [  9.93363137e-05   2.27213278e-03   7.78280497e-02   1.75943933e-02
    8.51652980e-01   4.17633634e-03   1.37258889e-02   2.58826907e-03
    2.85390709e-02   1.52360217e-03]
 [  7.82413626e-05   4.11797129e-02   9.22646642e-01   2.22875271e-02
    1.19081651e-05   8.40396533e-05   1.65493446e-04   3.06014926e-03
    1.04740327e-02   1.21738422e-05]
 [  4.60045267e-04   1.49842023e-08   4.16342409e-05   4.32044144e-05
    6.52631046e-03   4.21226032e-05   6.79994514e-07   2.21658940e-03
    1.94588574e-04   9.90474880e-01]
 [  7.54872381e-05   4.08386904e-06   3.06321308e-04   6.71969465e-05
    5.60479413e-04   5.03598712e-05   1.02747447e-06   2.13975878e-03
    3.38534810e-05   9.96761501e-01]
 [  4.41385254e-07   1.89762955e-06   9.58880051e-08   4.09656459e-05
    7.72596422e-08   9.99895811e-01   6.98990959e-07   1.39210513e-07
    5.93006407e-05   5.36215566e-07]
 [  6.39890743e-07   1.18309195e-07   4.32577991e-07   3.52342104e-05
    3.75868147e-03   7.54437424e-05   6.26651797e-07   6.68916691e-05
    4.00990612e-05   9.96021807e-01]
 [  5.26643162e-05   9.97083724e-01   6.20627892e-04   4.37796232e-04
    1.01949612e-04   7.70201441e-05   9.28877271e-05   6.44554035e-04
    7.63789460e-04   1.25034872e-04]
 [  9.99090672e-01   3.09179427e-06   1.39974931e-04   7.96250461e-05
    5.04156342e-05   3.96475334e-05   7.55803412e-05   3.24003231e-05
    6.19182101e-05   4.26566345e-04]
 [  2.46221526e-03   1.91465882e-03   1.32337923e-03   1.01772668e-04
    9.02207248e-05   4.10736684e-04   4.17340743e-06   9.19151127e-01
    1.43118855e-02   6.02298677e-02]
 [  3.51513554e-05   2.15965247e-06   3.59550977e-05   5.65548930e-07
    8.54754398e-05   8.99780134e-05   9.99743998e-01   8.47331734e-08
    6.32854972e-06   2.44107298e-07]
 [  9.99855757e-01   4.37749677e-08   5.27789089e-05   7.48345315e-07
    1.06261155e-06   1.02878164e-06   6.15644922e-07   3.63768686e-06
    2.56728936e-06   8.16512984e-05]
 [  9.98184860e-01   3.15922102e-06   5.75981743e-04   3.34373122e-04
    7.54786961e-05   8.10879428e-05   6.10573043e-04   5.94279772e-05
    1.93591295e-05   5.58420106e-05]
 [  1.49602347e-05   4.86238813e-03   2.12633893e-01   1.63253322e-01
    4.45752181e-02   4.07026103e-03   1.13599301e-04   6.44012168e-03
    5.10049164e-01   5.39871044e-02]
 [  4.79477691e-03   1.58479743e-05   3.95375630e-03   2.37516928e-04
    9.15217333e-06   8.12725106e-04   9.88622487e-01   9.79821721e-07
    1.54995592e-03   2.78425773e-06]
 [  2.42525698e-06   1.26609086e-06   1.37830968e-04   3.12419399e-03
    8.86645103e-06   1.86484045e-04   6.31322052e-07   1.60573123e-04
    9.95244920e-01   1.13276532e-03]
 [  4.11360152e-03   4.47512775e-07   1.91938443e-06   9.05572088e-05
    8.39053755e-05   5.78372623e-04   9.32665216e-08   9.88336980e-01
    7.28813302e-06   6.78681815e-03]
 [  5.24051529e-07   2.20225411e-05   9.99771059e-01   9.71626287e-05
    4.77844209e-09   1.60166962e-07   1.52083803e-08   5.38243785e-06
    1.03821112e-04   8.53490434e-09]
 [  9.71210361e-01   1.77135450e-06   1.56939914e-03   1.94269087e-05
    1.88670689e-04   2.50522550e-02   1.07734825e-03   3.73099465e-04
    2.65104347e-04   2.42598777e-04]
 [  4.76891728e-04   4.26246040e-03   7.25273862e-02   4.09003884e-01
    1.79588616e-01   2.29338333e-01   6.04477562e-02   1.53324520e-02
    2.46578287e-02   4.36449284e-03]
 [  2.06408799e-07   8.57436135e-06   5.59834043e-05   9.98645365e-01
    6.32619958e-07   8.27994023e-04   5.80463810e-09   6.33274067e-06
    1.38058909e-04   3.16927530e-04]
 [  1.71472238e-05   1.94497306e-06   1.86213292e-04   3.17623111e-04
    9.93964851e-01   1.65921112e-04   2.31406739e-04   2.32297156e-04
    2.58766668e-04   4.62397933e-03]
 [  2.33499741e-04   3.31299743e-05   2.37649702e-03   2.24378891e-02
    6.84869201e-06   9.33949079e-04   4.90723578e-05   5.40859764e-06
    9.73863065e-01   6.05537061e-05]
 [  2.02788979e-05   5.03475952e-04   9.94767070e-01   3.41933873e-03
    4.30843770e-08   6.13904035e-07   1.06967818e-05   5.93642312e-07
    1.27797434e-03   8.20401347e-09]
 [  2.24872983e-05   9.94209528e-01   4.77691792e-04   1.03954191e-03
    2.66282266e-04   1.11038542e-04   2.90311145e-04   3.56199191e-04
    3.12366826e-03   1.03182647e-04]
 [  9.82243801e-04   9.78081524e-01   2.79854587e-03   1.34591083e-03
    9.56866716e-04   6.05324400e-04   4.89533239e-04   8.97842273e-03
    4.54386463e-03   1.21771975e-03]
 [  9.94885623e-01   6.78626648e-08   3.75865144e-03   4.75247689e-05
    1.29124624e-06   8.31420475e-05   2.79719370e-05   7.18081210e-05
    4.46043472e-04   6.77744509e-04]
 [  9.04407294e-04   2.65534464e-02   8.76464066e-04   3.51443470e-01
    6.71601811e-07   4.64047305e-02   1.38525475e-05   1.82147094e-04
    5.73085785e-01   5.34988765e-04]
 [  1.71053864e-04   9.85417426e-01   4.77759168e-04   3.52014031e-04
    3.95309646e-03   8.33610175e-05   1.81615306e-03   3.62946000e-03
    3.97465331e-03   1.24955346e-04]
 [  6.60180813e-04   1.17079169e-02   6.15479378e-03   2.94586658e-01
    4.89270489e-04   1.26027514e-03   1.51296481e-04   1.91453919e-02
    5.64610720e-01   1.01233467e-01]
 [  2.02721403e-05   9.85305130e-01   4.22227371e-04   7.81024247e-03
    1.38413714e-04   2.04070675e-05   8.52963276e-05   1.01171318e-04
    6.07620738e-03   2.06499244e-05]
 [  9.32257950e-01   2.31238591e-05   1.38000296e-02   2.36764946e-03
    3.41684645e-05   5.37824060e-04   7.58122314e-06   1.56376697e-02
    2.67738802e-03   3.26567329e-02]
 [  2.46032596e-06   3.02547164e-07   4.58350399e-07   7.53938093e-06
    2.40966983e-07   3.80652807e-07   1.68136095e-11   9.99379992e-01
    3.04782748e-06   6.05432666e-04]
 [  1.12140174e-06   1.01509818e-06   6.35806864e-05   1.04607307e-06
    1.03545404e-04   5.67552752e-06   9.99811709e-01   1.59694787e-06
    1.07207916e-05   6.16520701e-09]
 [  7.25989928e-04   1.30154760e-04   6.97832904e-04   3.83288316e-05
    9.07958925e-01   1.62267115e-03   2.05120537e-03   3.80664808e-03
    5.20059327e-03   7.77676553e-02]
 [  4.00431127e-05   5.45374496e-06   3.34370975e-06   1.15027116e-03
    1.72176585e-03   3.78712633e-04   7.13788438e-07   1.24836825e-02
    1.08838809e-04   9.84107137e-01]
 [  4.82381656e-05   9.93526220e-01   9.71372763e-04   1.09949661e-03
    8.63748719e-04   2.68606823e-06   8.80000516e-05   1.98633806e-03
    1.39773788e-03   1.62517226e-05]
 [  5.16134605e-06   3.49463553e-05   9.13263066e-05   3.44022465e-06
    4.18850250e-05   1.48711712e-04   9.99364555e-01   2.84502266e-09
    3.09873838e-04   1.76920224e-07]
 [  6.41196966e-05   1.80077157e-04   8.94563645e-02   6.72312267e-03
    6.61911094e-04   9.02828644e-04   4.45445813e-03   1.73603730e-05
    8.97534907e-01   4.91945184e-06]
 [  1.15619310e-04   1.98164298e-06   6.88984874e-05   8.36634570e-07
    5.32548474e-05   5.43586561e-04   9.99114335e-01   2.29439308e-07
    9.89905893e-05   2.27667806e-06]
 [  3.54761681e-07   4.36735226e-09   7.42497696e-06   5.11631742e-06
    2.92043243e-08   4.22151771e-07   1.38068636e-11   9.99935508e-01
    1.53468602e-06   4.95608074e-05]
 [  9.09839400e-06   1.18607451e-04   1.38815341e-03   3.50292830e-05
    4.35940863e-04   6.75140109e-05   9.97823000e-01   1.59640081e-07
    1.22432233e-04   1.72981530e-07]
 [  9.99663353e-01   1.06101270e-08   2.48687458e-04   3.78565301e-06
    2.48134029e-08   6.03881308e-05   8.85657118e-06   3.65451882e-07
    1.43047382e-05   2.81430090e-07]
 [  8.65131500e-04   9.95391488e-01   5.26828982e-04   1.09115390e-04
    1.20162767e-04   9.98516552e-05   2.98559025e-05   1.51479384e-03
    1.27144624e-03   7.11995090e-05]
 [  1.95591361e-04   3.74249885e-06   1.61320335e-04   1.05180242e-03
    4.42103301e-05   2.91084335e-03   1.66975299e-03   1.34674778e-07
    9.93751228e-01   2.11339124e-04]
 [  3.76776420e-02   2.66910036e-04   1.46637473e-03   8.73936564e-02
    1.51467275e-05   8.24389160e-01   2.09931005e-03   1.52522611e-04
    4.57076356e-02   8.31648009e-04]
 [  9.61527257e-06   2.35017910e-06   1.47499098e-03   9.97460365e-01
    2.25282548e-07   4.85478377e-05   8.15869470e-08   3.02721475e-07
    9.99881770e-04   3.54896270e-06]
 [  6.62215098e-05   5.83540896e-06   2.21750197e-05   1.53840701e-05
    3.44019863e-05   5.68495816e-05   1.68601269e-04   2.38161874e-06
    9.99541402e-01   8.67877534e-05]
 [  9.83556032e-01   2.75830622e-04   7.18091102e-03   2.78729433e-03
    3.03341185e-05   2.90842145e-04   2.56114802e-03   7.17945295e-05
    3.10436566e-03   1.41248689e-04]]
INFO:tensorflow:probabilities = [[  7.89712722e-05   4.93797124e-05   4.34368339e-05   1.23673062e-05
    3.96563817e-04   1.23597973e-03   9.93349373e-01   2.44907000e-07
    4.81514586e-03   1.84303099e-05]
 [  1.16383645e-03   1.17011052e-02   5.00421156e-04   2.16003880e-03
    3.55677237e-03   1.35697005e-02   9.61191773e-01   1.55010312e-05
    5.83673688e-03   3.04149551e-04]
 [  4.03403683e-05   5.95644706e-05   4.38290602e-03   7.72335843e-05
    2.94109201e-03   2.15581688e-03   9.89742279e-01   2.57711690e-05
    5.59450767e-04   1.56199330e-05]
 [  4.67332793e-05   3.30571062e-03   3.98133323e-02   9.15389538e-01
    3.08645872e-06   6.87062158e-04   2.00316179e-04   1.72073604e-04
    4.03468274e-02   3.53450268e-05]
 [  4.26369525e-07   5.26404946e-08   4.02163641e-06   1.51800646e-06
    9.97723997e-01   9.25014669e-04   1.93434666e-04   9.80518962e-06
    8.16690910e-04   3.24999128e-04]
 [  9.07959911e-05   6.64156032e-05   8.92277807e-03   4.92724776e-03
    2.39652036e-05   1.20740326e-03   1.11181871e-05   8.78250794e-05
    9.84104812e-01   5.57574793e-04]
 [  3.04708522e-07   2.37768020e-07   4.43634235e-07   4.71441133e-04
    4.78754956e-08   9.99435484e-01   1.24947462e-07   8.26269513e-07
    8.34554667e-05   7.63286880e-06]
 [  1.39453387e-05   3.38305217e-05   1.19144024e-05   1.84409879e-03
    6.67924585e-04   2.48491036e-04   4.33400203e-07   1.70306477e-03
    1.18149510e-04   9.95358169e-01]
 [  3.41582859e-06   5.13098939e-06   5.95495687e-04   1.02077210e-02
    1.35772088e-05   7.33023808e-06   9.46917034e-09   9.71746087e-01
    1.88554459e-05   1.74022969e-02]
 [  3.05927642e-05   3.49179772e-03   1.01670285e-03   3.41436826e-04
    9.56614494e-01   1.16895395e-03   3.06616491e-03   3.63659603e-03
    1.03719893e-03   2.95959394e-02]
 [  4.15412751e-06   5.03339947e-09   5.47945546e-03   2.69487005e-04
    4.07846512e-09   2.36250571e-06   2.43443865e-09   9.94237304e-01
    3.80823394e-06   3.42713406e-06]
 [  3.71317365e-05   2.00544149e-04   2.37425731e-04   2.24647671e-03
    7.51844855e-05   2.13149018e-04   1.87279227e-06   9.96314943e-01
    8.41895453e-05   5.89082832e-04]
 [  1.05677848e-03   2.50073717e-05   1.67999521e-03   6.63684341e-06
    9.28078473e-01   1.00253354e-04   8.49090284e-04   1.13824187e-02
    2.27264652e-04   5.65941334e-02]
 [  5.85751468e-03   2.97149018e-05   2.73216367e-02   7.52109743e-04
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    5.28650962e-05   5.81891391e-06   1.48347567e-03   5.80282085e-06
    4.42590378e-02   1.52726367e-04]
 [  1.66655991e-05   3.95906682e-05   1.58467679e-04   3.51176161e-04
    1.82969852e-05   3.65721862e-05   3.71953433e-06   1.30482986e-05
    9.99064982e-01   2.97553983e-04]
 [  3.50875052e-04   1.13459851e-03   1.40749421e-02   6.61881594e-03
    7.26908386e-01   1.26517017e-03   3.21787037e-03   4.54716268e-04
    5.67530096e-03   2.40299284e-01]
 [  7.84986878e-06   6.59033640e-06   1.05465304e-04   1.94368681e-06
    8.92200798e-04   7.35787107e-05   9.98874128e-01   1.29202135e-06
    2.11217648e-05   1.58319672e-05]
 [  1.15282965e-05   4.93464358e-06   9.99649644e-01   7.60826224e-05
    2.60082961e-05   7.39687766e-06   9.34062791e-06   1.52398547e-06
    1.46717153e-04   6.70063600e-05]
 [  1.19711828e-07   2.82669382e-04   6.25208160e-03   9.87248123e-01
    2.11326224e-05   4.86530084e-03   1.30997933e-06   3.64794047e-04
    9.49069159e-04   1.53345391e-05]
 [  2.03319796e-05   4.54610010e-04   4.22345288e-02   1.87979117e-01
    4.48051142e-04   3.65148182e-04   1.05333556e-05   1.92122441e-02
    2.46559661e-02   7.24619448e-01]]
INFO:tensorflow:global_step/sec: 156.305
INFO:tensorflow:loss = 0.0788297, step = 17801
INFO:tensorflow:probabilities = [[  5.66661300e-04   3.69488418e-01   1.96119980e-03   8.30527171e-02
    5.34313209e-02   3.30896527e-02   2.62355490e-04   4.12385352e-02
    4.61114384e-02   3.70797753e-01]
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    5.76935008e-06   3.31507435e-05   3.37522829e-06   1.41180840e-06
    3.42147909e-02   1.16468027e-06]
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    3.22281594e-05   1.00952410e-03]
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    1.40835517e-04   3.16361641e-03]
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    3.57596427e-01   1.76518897e-05]
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    3.14790782e-07   6.76482887e-06]
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    1.60499196e-03   1.59637384e-05]
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    1.00101391e-02   4.23126494e-07]
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    3.06980801e-04   8.79920006e-01]
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    1.31637798e-05   2.54063906e-07   8.44331716e-10   7.89103680e-04
    5.16218824e-06   9.99175847e-01]
 [  1.12175076e-05   4.78220572e-05   1.29388138e-06   2.46853917e-04
    5.93984769e-05   1.92288702e-04   3.29737802e-08   9.95992362e-01
    3.60150443e-05   3.41276731e-03]
 [  2.31651347e-02   2.93309288e-03   2.27858592e-03   1.43964775e-03
    2.59572663e-03   9.28483307e-01   2.72836275e-02   4.81814350e-04
    1.06584970e-02   6.80524507e-04]
 [  9.89973426e-01   7.02145480e-05   2.68773176e-03   1.90567371e-04
    5.01997192e-06   2.17277033e-04   6.41930196e-03   5.03141291e-06
    4.01343743e-04   2.99797266e-05]
 [  3.08072958e-06   6.90698471e-07   7.82787614e-03   9.20709789e-01
    4.23730398e-06   1.93236454e-04   3.43704272e-07   5.05760454e-06
    7.11881742e-02   6.74847906e-05]
 [  1.04056932e-02   2.11622729e-03   2.04362161e-02   5.63838577e-04
    3.23720524e-05   5.83763212e-05   7.85657612e-05   1.15439994e-03
    9.60881829e-01   4.27250843e-03]
 [  1.09230277e-04   9.92050350e-01   8.26165488e-04   1.29664561e-03
    7.32443761e-04   9.01777821e-05   1.24425991e-04   3.55163193e-03
    1.07033318e-03   1.48564213e-04]
 [  4.66623578e-06   7.88267698e-06   1.04435028e-04   2.21871540e-01
    4.35555557e-05   6.80585504e-01   8.40579105e-07   1.62383047e-04
    2.93320809e-02   6.78871199e-02]
 [  1.63117118e-04   9.88477409e-01   3.87285487e-03   7.10617460e-04
    6.15352183e-04   2.84798875e-06   1.51209679e-04   3.21754930e-03
    1.43866695e-03   1.35036488e-03]
 [  8.64401663e-05   1.31232693e-04   2.69802455e-02   9.66230154e-01
    7.63102378e-07   2.04671102e-04   2.11279225e-08   5.94800431e-03
    7.30387910e-05   3.45463690e-04]
 [  1.14134593e-07   3.24571005e-07   1.66559585e-05   2.17220113e-05
    1.27142459e-06   1.94277186e-06   7.37516437e-10   9.99904752e-01
    3.34229844e-05   1.98066573e-05]
 [  1.10655708e-06   8.89808689e-07   4.71833516e-07   1.25258675e-05
    5.06100729e-02   3.85506828e-05   1.81242726e-07   8.82333331e-03
    8.57199120e-05   9.40427125e-01]
 [  3.73970588e-09   7.45819705e-07   9.99738634e-01   6.70781228e-05
    2.23959926e-08   2.41124872e-06   7.95557220e-09   1.66778875e-07
    1.90704566e-04   3.26556460e-07]
 [  1.67450780e-05   9.98002946e-01   1.26555120e-03   2.00764716e-05
    8.24324597e-05   1.37695747e-06   2.28511235e-05   6.62323728e-05
    5.14415209e-04   7.23579842e-06]
 [  3.04018450e-03   5.85375819e-03   1.24398936e-02   5.86801907e-03
    1.28831752e-02   8.82169425e-01   4.29713465e-02   1.43997069e-03
    3.19636799e-02   1.37063547e-03]
 [  1.67413062e-04   4.70342161e-03   6.15138386e-04   1.71558384e-03
    5.62061649e-03   6.87652791e-04   9.76845384e-01   1.53919955e-05
    9.60405637e-03   2.54292190e-05]
 [  1.03142185e-04   9.18617843e-06   2.73412716e-05   3.48820868e-05
    1.42882258e-04   1.47486717e-04   9.99520659e-01   5.71188394e-08
    1.40680950e-05   4.11994421e-07]
 [  6.95068564e-04   7.70220184e-04   1.17011217e-03   3.35966423e-03
    3.33834961e-02   3.39914598e-02   8.38851258e-02   5.08219237e-05
    8.37635577e-01   5.05835935e-03]
 [  1.73235446e-06   1.12415466e-03   7.60858834e-01   1.40658647e-01
    4.23155911e-02   2.01092404e-03   3.52554256e-04   1.04908422e-02
    4.14028242e-02   7.83898984e-04]
 [  9.66997595e-06   2.33171252e-03   1.44189445e-03   3.08675994e-03
    4.07000844e-05   1.10580288e-04   1.80082324e-07   9.90590990e-01
    5.75331098e-04   1.81217340e-03]
 [  3.12175689e-04   1.26101086e-05   2.38408873e-04   1.83772133e-03
    2.49815571e-06   1.04968064e-03   2.31023876e-07   2.05568061e-03
    9.90943015e-01   3.54798371e-03]
 [  5.75918239e-03   5.20261747e-05   1.04496228e-02   7.92230057e-05
    6.42070686e-03   3.14144825e-04   9.76851106e-01   1.02337617e-05
    3.71320712e-05   2.67187115e-05]
 [  3.56528995e-04   2.40589958e-03   9.84779537e-01   1.47444510e-03
    9.96933231e-05   2.14121683e-05   2.26623612e-04   1.11563202e-06
    1.06125129e-02   2.22629023e-05]
 [  3.47303029e-07   5.41846235e-10   5.90399907e-09   1.14318436e-05
    1.50861323e-09   9.99557316e-01   4.03647338e-09   2.74319484e-10
    4.29733889e-04   1.24526980e-06]
 [  1.06124006e-07   2.38543663e-07   3.46442393e-05   4.42186320e-05
    1.55844063e-07   6.59555735e-06   2.78965184e-10   9.99726355e-01
    8.75164187e-05   1.00278572e-04]
 [  2.79283796e-07   8.31146463e-06   3.82543294e-05   3.19953506e-05
    2.28850786e-06   1.04853393e-06   1.77808557e-09   9.99164343e-01
    5.59354430e-06   7.47858547e-04]
 [  9.99658108e-01   4.25343050e-09   3.81082791e-05   5.67258276e-08
    1.49612553e-08   2.37161570e-04   4.95454988e-05   9.18717831e-08
    1.69527702e-05   4.85678555e-08]
 [  4.67044771e-01   6.28394948e-04   8.38633850e-02   8.00626129e-02
    3.81935854e-04   6.33242540e-04   1.05397888e-01   1.84386845e-05
    2.61866719e-01   1.02539823e-04]
 [  3.50725969e-07   4.46367767e-06   5.23280278e-07   3.38662823e-04
    6.30063890e-03   1.74541288e-04   1.00010865e-07   1.62552344e-04
    3.08973738e-03   9.89928424e-01]]
INFO:tensorflow:probabilities = [[  4.44597754e-06   1.32099331e-05   9.84134495e-01   2.08150785e-04
    1.40510108e-02   3.33279051e-04   1.13993452e-03   2.13692456e-05
    7.44478530e-05   1.95346165e-05]
 [  7.49917890e-05   1.64134963e-05   5.62856767e-05   8.45494628e-01
    1.36352144e-04   1.55745717e-02   1.23827704e-06   1.66988408e-04
    5.63481357e-03   1.32843703e-01]
 [  4.67278151e-04   8.12670123e-03   1.41757529e-03   3.96914734e-03
    4.35047187e-02   4.31566732e-03   7.85969081e-04   2.40162737e-03
    4.83364105e-01   4.51647282e-01]
 [  3.79884398e-07   6.15481156e-07   1.59431118e-04   9.99567926e-01
    2.91313862e-09   3.13509481e-05   2.14384710e-09   3.93828628e-07
    2.36292486e-04   3.67802681e-06]
 [  1.34004236e-04   9.92253482e-01   2.78042397e-04   2.12978281e-04
    1.14154629e-03   1.06138592e-04   9.73684830e-04   2.79036281e-03
    1.88982743e-03   2.19729714e-04]
 [  2.13328283e-04   2.12446437e-07   5.06306905e-03   7.83765063e-06
    1.05171232e-03   1.47232247e-04   9.93148029e-01   5.80842787e-08
    3.63668019e-04   4.86306999e-06]
 [  1.04297372e-03   1.13218601e-04   3.23837586e-02   2.77681738e-05
    7.84540117e-01   8.11637728e-05   1.80030912e-01   1.21659494e-03
    3.89830326e-04   1.73707245e-04]
 [  3.24526809e-05   5.84619920e-06   1.29832246e-04   2.86590215e-03
    2.58398540e-02   7.65713106e-04   6.41250244e-06   2.67155282e-03
    1.92576193e-03   9.65756714e-01]
 [  5.00235501e-06   4.09861095e-04   5.98964514e-04   5.89657947e-03
    1.66706398e-01   3.62191815e-03   1.09767243e-04   6.69537287e-04
    1.55017778e-01   6.66964233e-01]
 [  4.53171481e-07   2.52006372e-04   9.99168158e-01   5.56268205e-05
    3.92210268e-06   6.60364685e-06   1.79343115e-04   2.78553869e-09
    3.33896547e-04   7.19870621e-11]
 [  2.86624076e-08   1.00335527e-07   1.76982867e-04   9.99794185e-01
    2.31202887e-11   1.84594410e-05   6.59791249e-11   8.95713392e-10
    9.48110574e-06   7.31686100e-07]
 [  6.82359620e-04   4.48397577e-06   1.11025678e-04   1.91162799e-05
    8.88916329e-05   2.14116808e-04   1.52510339e-07   8.32102478e-01
    6.33987086e-03   1.60437539e-01]
 [  1.03950086e-04   9.98241782e-01   6.47460751e-04   9.24912820e-05
    3.44360364e-04   2.21059672e-05   6.76055715e-05   1.01736528e-04
    3.65203945e-04   1.32097739e-05]
 [  2.42959686e-06   6.03442132e-08   3.39327016e-05   1.43277061e-08
    9.99829054e-01   3.96403584e-06   7.02908219e-05   3.10830983e-05
    3.10510814e-06   2.59918852e-05]
 [  9.60514371e-05   2.60565025e-06   4.49825049e-04   1.78959672e-05
    1.93982603e-04   1.10709516e-04   9.99065697e-01   1.12209744e-08
    6.27420086e-05   4.44277305e-07]
 [  9.99982476e-01   9.66674962e-10   1.06667812e-05   4.16199612e-07
    4.24410174e-10   5.23807330e-06   4.13125143e-08   1.63675054e-07
    2.45338668e-07   9.65583695e-07]
 [  5.24657517e-05   1.60129581e-04   9.77804005e-01   2.13990156e-02
    3.44809050e-05   1.83597018e-04   1.96970941e-05   5.19537534e-05
    2.28921810e-04   6.56756965e-05]
 [  8.63670866e-05   1.13734586e-06   1.22270794e-04   8.02953844e-04
    2.69611451e-06   9.97960448e-01   6.50154543e-04   6.56571615e-08
    2.76248960e-04   9.76170195e-05]
 [  2.79127903e-06   1.29981330e-04   9.85717177e-01   1.37314890e-02
    8.18476201e-06   2.61767800e-05   1.27151516e-05   3.50400282e-04
    1.82988369e-05   2.68053782e-06]
 [  4.18509535e-06   7.08094885e-05   1.18649987e-04   9.92964506e-01
    5.08945641e-06   6.35478739e-03   1.08151771e-05   7.25858445e-06
    3.96570307e-04   6.73812465e-05]
 [  4.96626535e-06   4.82168216e-05   9.99491453e-01   3.01963330e-04
    2.09443824e-05   1.10003191e-06   3.04094624e-06   5.23989511e-05
    7.12629117e-05   4.58957265e-06]
 [  7.50498543e-07   2.19544290e-06   5.61538059e-07   1.05556333e-04
    6.28950056e-06   9.99663830e-01   9.07744034e-05   8.86526585e-09
    1.26547820e-04   3.44419027e-06]
 [  1.22256267e-08   3.56945418e-10   4.16226243e-07   1.38026780e-06
    1.21630761e-09   2.83716463e-06   6.25018321e-13   9.99979734e-01
    5.34367882e-06   1.02768290e-05]
 [  9.59522605e-01   7.17548610e-05   7.62807380e-04   3.50775954e-04
    5.02158437e-05   3.68279032e-02   8.26565898e-04   2.35748827e-04
    5.74053673e-04   7.77577283e-04]
 [  3.42532934e-04   9.83881350e-08   9.84833823e-05   6.32191150e-05
    9.71964677e-04   3.33732423e-05   2.92365121e-06   8.51791643e-04
    3.85570165e-04   9.97250021e-01]
 [  3.92238471e-05   1.42175713e-06   1.13905992e-06   1.93888845e-03
    1.05669933e-04   9.90531564e-01   1.99439091e-05   3.98867378e-05
    1.89157156e-03   5.43067325e-03]
 [  1.15370938e-04   9.54911578e-03   5.18231869e-01   2.37851381e-01
    5.14853218e-06   1.78437869e-04   3.09992174e-08   2.29367465e-01
    4.29621898e-03   4.04958992e-04]
 [  9.99332130e-01   2.18282770e-09   5.67232084e-04   9.86578357e-07
    1.57221391e-09   7.53954882e-05   5.28118164e-07   1.74031047e-05
    7.67715633e-08   6.26767587e-06]
 [  1.82125930e-07   9.26282606e-09   8.46839896e-08   1.24674432e-06
    1.27186547e-06   3.67568504e-07   2.46380624e-11   9.96839404e-01
    4.60667025e-06   3.15271039e-03]
 [  1.28165979e-04   4.44061552e-05   2.72555364e-04   9.96426761e-01
    3.52588216e-07   2.06490699e-03   2.38064914e-07   4.94073174e-06
    9.58280652e-05   9.61781305e-04]
 [  1.12638751e-03   1.31585603e-05   2.32445673e-04   4.14205948e-03
    2.82567889e-05   9.86831069e-01   8.59361971e-05   4.09839668e-05
    1.14423153e-03   6.35529868e-03]
 [  5.51250814e-05   3.36241246e-05   3.84085649e-03   5.95713546e-03
    3.12752672e-05   2.76891864e-04   2.04581338e-05   1.93363703e-05
    9.88550961e-01   1.21442764e-03]
 [  5.71523909e-04   5.16562750e-06   2.77751766e-04   1.82948614e-04
    6.23511635e-02   2.72884237e-04   2.55067662e-05   7.96160847e-03
    6.28230395e-04   9.27723229e-01]
 [  1.95626558e-06   3.11853881e-07   1.32270834e-05   9.77494754e-04
    8.08038112e-06   9.97484446e-01   1.32516987e-04   6.87536897e-07
    4.83568321e-04   8.97629710e-04]
 [  4.49841173e-06   4.94351980e-07   1.46404560e-07   1.77610164e-05
    9.59533509e-07   9.95583355e-01   1.69216146e-05   2.10355807e-07
    4.35369043e-03   2.19659014e-05]
 [  2.43948004e-03   1.03902239e-04   5.83075489e-05   8.57015621e-05
    2.18047062e-04   9.83392775e-01   6.67020970e-04   5.06691122e-03
    7.57242879e-03   3.95401759e-04]
 [  5.41027039e-05   4.76358877e-03   1.32898905e-03   7.38173781e-04
    5.93672926e-03   9.68168616e-01   5.79434913e-04   5.87451796e-05
    1.82988923e-02   7.28076557e-05]
 [  5.53720980e-04   2.64661358e-04   9.96394217e-01   2.26346450e-03
    5.94114402e-09   1.40946977e-05   4.82085976e-04   6.10882100e-09
    2.76444680e-05   3.21920511e-11]
 [  4.50884085e-03   1.65207675e-04   9.27350104e-01   3.07848124e-04
    7.73640058e-04   8.46194103e-04   1.95930572e-03   6.15658686e-02
    6.53657073e-04   1.86936080e-03]
 [  1.10805631e-04   4.20941506e-05   1.07228567e-04   2.98942497e-04
    1.02872832e-03   9.66241787e-05   9.65783897e-07   1.03353500e-01
    9.87152606e-02   7.96245873e-01]
 [  3.79022931e-05   9.92742419e-01   7.71291903e-04   6.01857064e-05
    4.52495151e-04   8.15090316e-05   8.94617842e-05   3.63619183e-04
    5.37454290e-03   2.64023911e-05]
 [  2.10217061e-03   2.80151274e-02   3.12182354e-03   7.10125446e-01
    6.40191911e-06   2.89645791e-03   3.03256616e-06   2.42972344e-01
    3.96837061e-03   6.78880326e-03]
 [  1.72029195e-05   1.01265850e-05   4.66913917e-07   3.55257835e-05
    1.85233330e-06   9.89850283e-01   1.21913808e-05   3.82541259e-07
    1.00553110e-02   1.68077968e-05]
 [  7.34580453e-07   5.95618840e-05   2.19516689e-03   9.96106088e-01
    6.15223616e-05   2.95046077e-04   6.24965924e-06   1.97813090e-08
    1.25471095e-03   2.08934380e-05]
 [  3.69608006e-06   5.04881200e-06   5.81349770e-04   2.20532911e-05
    9.96761918e-01   1.69473395e-04   1.82844524e-04   1.87155110e-05
    3.98212986e-04   1.85659528e-03]
 [  1.08966411e-07   1.07024903e-06   2.74517288e-06   9.98841465e-01
    3.23110605e-09   9.40308440e-04   3.34871242e-09   8.78887249e-07
    1.37905707e-04   7.55761139e-05]
 [  4.20950266e-04   2.76305582e-06   1.08544824e-04   2.35571733e-05
    5.48974238e-03   1.71946511e-02   2.73242098e-04   6.50187314e-04
    9.66290116e-01   9.54617653e-03]
 [  1.72578776e-03   2.89963670e-02   5.43953432e-03   7.73529336e-03
    8.81201848e-02   3.98171740e-03   7.91691065e-01   4.23219055e-04
    7.14693516e-02   4.17511648e-04]
 [  3.11639952e-03   3.63028981e-02   6.22435100e-02   9.29784589e-03
    4.50493991e-02   7.52331972e-01   2.31322069e-02   3.35234851e-02
    3.32351625e-02   1.76716258e-03]
 [  4.27173497e-03   4.51953383e-04   8.86294339e-03   3.45332082e-03
    2.73159327e-04   9.31130946e-01   2.43389723e-03   1.32963542e-04
    4.81481738e-02   8.40963155e-04]
 [  1.35924100e-04   2.75868719e-04   9.70224440e-01   1.56881865e-02
    2.79814727e-03   1.06257408e-04   1.05127087e-03   7.41440570e-03
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    3.56455130e-04   1.59741649e-05]
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    6.02528751e-02   9.22282413e-03]
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    2.01065629e-03   8.54526807e-05]
 [  1.08920563e-06   7.94674816e-06   6.15441968e-06   1.77341755e-02
    6.95225410e-03   2.61112605e-03   9.76807041e-06   9.45536315e-01
    2.29686871e-03   2.48443466e-02]
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    1.52735237e-03   1.94614418e-04   1.61093019e-04   6.65580388e-03
    3.71615938e-03   5.48584561e-04]
 [  1.91696781e-05   9.83313003e-05   3.44249606e-03   8.92896891e-01
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    9.18097049e-02   3.22205073e-04]
 [  7.99060035e-06   3.45059671e-04   6.18687738e-03   9.93024468e-01
    2.97814218e-10   2.71999306e-04   1.26872930e-08   9.36681715e-07
    1.61467775e-04   1.12955854e-06]
 [  4.49505460e-05   2.36090909e-06   9.91850019e-01   4.53271950e-03
    4.68569215e-06   2.74619611e-04   3.24090407e-03   1.63609726e-09
    4.88969090e-05   6.69656970e-07]
 [  4.82233154e-05   9.97080147e-01   6.03603185e-05   1.20718039e-04
    4.90910315e-05   1.16955571e-05   1.68507449e-05   3.28709168e-04
    2.18183827e-03   1.02286402e-04]
 [  2.62800313e-06   8.49731350e-06   8.42334339e-06   5.28231794e-05
    5.34413569e-03   1.60815238e-04   9.35515629e-07   2.21673842e-03
    3.99644341e-04   9.91805315e-01]
 [  5.16071714e-06   9.29745074e-05   1.41155353e-04   3.21743355e-05
    1.82501783e-04   1.23199759e-04   9.99137998e-01   1.14465500e-07
    2.84042180e-04   5.60673982e-07]]
INFO:tensorflow:global_step/sec: 156.949
INFO:tensorflow:loss = 0.228249, step = 17901
INFO:tensorflow:probabilities = [[  3.35190701e-03   1.73481870e-02   7.48566464e-02   2.12121173e-03
    1.24968607e-02   8.28159630e-01   1.04867499e-02   1.66675095e-02
    3.33804823e-02   1.13081012e-03]
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    6.71129557e-04   3.37942765e-04]
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    8.70535496e-06   9.94688869e-01]
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    2.46568039e-01   1.07963977e-03]
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    4.76135500e-03   8.93129618e-05]
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    2.28097822e-04   3.77762783e-03]
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    5.80363628e-03   6.21532789e-03]
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    5.01506918e-07   1.63239307e-07]
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    3.07198206e-05   1.41548124e-08]
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    1.01971459e-10   7.13242116e-05   8.71326761e-11   1.14076363e-06
    8.81699598e-05   1.02108042e-05]
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    2.52555001e-05   2.21994953e-04]
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    2.36780057e-03   2.72798333e-02]
 [  8.37196785e-06   6.31122321e-10   2.44164880e-07   1.66707071e-06
    7.91190450e-06   1.87386886e-05   3.94541178e-10   9.96690392e-01
    5.03413844e-07   3.27219721e-03]
 [  2.01543167e-04   4.70096711e-03   1.18524477e-01   5.80446981e-02
    1.29808861e-04   6.15131459e-04   7.77978676e-06   7.98991442e-01
    1.48984240e-02   3.88574088e-03]
 [  9.99935150e-01   3.49673890e-08   3.37069105e-05   2.01472176e-06
    2.60560835e-08   1.70201511e-05   2.82071642e-06   1.94449376e-06
    4.30334154e-07   6.84645283e-06]
 [  8.76960894e-06   9.99368012e-01   7.42595585e-05   6.34585376e-05
    3.61158855e-05   1.87404532e-06   7.93474610e-05   2.10841274e-04
    1.36724339e-04   2.04785811e-05]
 [  2.73083315e-05   2.16285798e-07   1.31633307e-04   1.68210070e-04
    1.01850912e-06   3.78035795e-04   1.64271697e-07   9.39198969e-07
    9.99210835e-01   8.16252505e-05]
 [  4.37607423e-06   2.64865783e-04   1.56753219e-03   9.97570813e-01
    1.16128387e-04   2.50900717e-04   7.54116445e-06   1.76039375e-05
    1.54885478e-04   4.54038127e-05]
 [  3.76663934e-07   1.01679973e-06   5.50489312e-06   4.28530402e-05
    9.68077458e-08   1.44102114e-06   9.17938447e-10   9.99561965e-01
    1.42589772e-06   3.85406602e-04]
 [  9.98687088e-01   3.35626371e-09   1.23948522e-03   2.99227140e-05
    7.32647276e-10   2.67006326e-05   1.00656568e-08   2.92325222e-08
    1.91946674e-06   1.50162705e-05]
 [  2.72958750e-05   1.41362217e-03   9.64833081e-01   1.07714941e-03
    7.25948894e-07   3.57884846e-06   4.27452932e-07   3.03242967e-04
    3.23375911e-02   3.22774918e-06]
 [  4.50935943e-07   4.34003186e-06   1.19568540e-05   3.43873658e-08
    9.99777615e-01   3.22816304e-05   1.05850930e-04   6.21227173e-07
    1.76497142e-05   4.92337458e-05]
 [  3.72533081e-03   4.47058672e-04   1.24668155e-03   3.78395081e-04
    2.11819261e-03   9.73171711e-01   1.18523734e-02   7.56106310e-05
    6.90768426e-03   7.68685859e-05]
 [  7.31814609e-08   1.74160121e-07   9.48228717e-06   9.99962687e-01
    2.18414037e-11   2.72247507e-05   7.53132209e-11   4.40730545e-08
    8.46610746e-08   2.33196502e-07]
 [  5.37758206e-06   1.06608677e-04   8.32972455e-06   4.54511167e-03
    2.35255621e-02   3.36152292e-03   8.30144074e-07   1.21339904e-02
    2.38221302e-03   9.53930497e-01]
 [  1.82813972e-06   1.84894997e-08   7.81599283e-06   1.57701027e-06
    9.95827734e-01   8.89749863e-05   6.71107555e-05   1.02471036e-04
    1.88830739e-03   2.01403513e-03]
 [  1.37135503e-04   1.27383984e-07   1.95770735e-05   3.10952203e-07
    3.63906793e-06   8.11158097e-04   9.96484041e-01   5.36114797e-09
    2.53924751e-03   4.70600844e-06]
 [  8.68382340e-05   1.44439095e-04   1.64182449e-04   9.64822888e-01
    6.45562977e-06   3.37496176e-02   2.35140033e-05   3.48739673e-06
    4.89416270e-05   9.49798559e-04]
 [  1.53681060e-04   1.29038657e-04   5.54244907e-04   4.67521517e-04
    2.41798771e-05   9.21179831e-01   5.59971482e-02   4.80340994e-08
    2.14911159e-02   3.30392754e-06]
 [  1.14421908e-07   1.03148841e-05   1.39978579e-06   6.72258087e-04
    1.29174884e-06   3.70835755e-06   7.90588497e-11   9.99208272e-01
    3.99795099e-05   6.26141191e-05]
 [  5.95180245e-06   9.97181177e-01   1.76767964e-04   6.55045267e-04
    3.23732180e-04   6.29225615e-05   1.00758356e-04   6.32508134e-04
    7.40504416e-04   1.20791425e-04]
 [  9.99948859e-01   3.30017180e-10   9.68730183e-06   4.22067023e-06
    9.71224523e-09   3.13774362e-05   1.95362099e-06   8.85174927e-07
    2.06438563e-06   1.15052433e-06]
 [  6.04161905e-05   3.74707838e-07   5.94755751e-04   5.21800481e-04
    4.95207860e-06   1.18352000e-04   3.09959250e-05   4.64617216e-08
    9.98664737e-01   3.57192425e-06]
 [  1.22779777e-04   5.51075027e-05   3.22179956e-04   5.85776335e-03
    2.02393136e-03   2.94292183e-03   2.94249912e-05   5.33573702e-03
    6.13899231e-01   3.69410902e-01]
 [  1.37598854e-05   9.99319553e-01   5.73658399e-05   9.21379396e-05
    2.92980403e-05   7.99331610e-06   6.33736927e-05   3.69277586e-06
    4.00430203e-04   1.24188873e-05]
 [  1.25528255e-04   3.15229263e-05   3.40843573e-04   2.83657323e-06
    9.94405389e-01   2.39655899e-04   7.63441029e-04   2.63758819e-04
    1.14498136e-04   3.71254329e-03]
 [  2.09054080e-04   3.78714799e-06   4.26900166e-04   1.39684752e-02
    3.15197030e-05   6.77232817e-03   6.90032084e-06   3.86397005e-07
    9.78448868e-01   1.31788547e-04]
 [  2.03526855e-04   6.09935960e-04   2.94207362e-03   1.01254846e-03
    7.54689395e-01   7.99372345e-02   1.23898804e-01   1.92603489e-04
    3.36450362e-03   3.31492834e-02]
 [  1.32852874e-04   3.72065665e-06   7.97765533e-05   3.52133228e-03
    1.90807823e-02   3.18535254e-03   3.31397532e-05   9.06918585e-01
    3.59189034e-05   6.70084953e-02]
 [  2.53963866e-04   2.95072823e-04   6.35001436e-03   3.81983398e-03
    2.93959174e-02   7.49017065e-03   1.79153925e-04   1.92884915e-02
    2.26031523e-03   9.30666983e-01]
 [  2.29024608e-03   3.33527860e-05   2.65043287e-04   1.25871254e-02
    2.69829150e-04   9.71657395e-01   9.18532256e-03   7.78481171e-06
    2.85530952e-03   8.48606171e-04]
 [  9.98349071e-01   2.23195556e-07   6.08336471e-04   1.98849993e-05
    8.09973935e-05   2.64512673e-05   4.57833485e-05   7.52932392e-05
    5.04354375e-06   7.88861071e-04]
 [  9.98809218e-01   4.21170050e-08   1.03316375e-03   2.02648926e-06
    3.06077283e-07   5.54648977e-05   7.69505423e-05   2.95717996e-07
    1.87082569e-05   3.90938067e-06]
 [  1.14628961e-06   2.52596294e-07   9.53959079e-06   1.79975177e-06
    9.97426093e-01   3.52617863e-05   1.27896274e-04   1.71967804e-05
    1.31682085e-04   2.24907021e-03]
 [  9.28509689e-06   4.88735964e-07   3.24649204e-06   1.45518916e-05
    8.94875029e-06   2.49402747e-05   2.40799047e-10   9.93092775e-01
    7.66889643e-05   6.76906249e-03]
 [  6.35540545e-01   5.83517132e-04   3.77017744e-02   2.82686532e-01
    1.27566338e-04   6.18236884e-03   1.53464629e-04   7.93311186e-03
    9.24757915e-05   2.89986078e-02]
 [  2.86427647e-04   1.62774086e-04   2.48578697e-04   1.36851915e-04
    2.91140022e-04   5.05509321e-03   9.93574083e-01   1.28732182e-07
    2.41175556e-04   3.75335435e-06]
 [  9.93262827e-01   5.04302307e-07   1.38964551e-03   1.41450597e-04
    2.95804584e-05   1.07917329e-03   3.50304809e-03   6.55166805e-05
    3.73384712e-04   1.54936293e-04]
 [  1.28799773e-04   9.89531279e-01   4.93228377e-04   5.36843028e-04
    9.75381627e-05   8.77210055e-04   1.24423206e-03   3.34303404e-05
    7.00607430e-03   5.13968444e-05]
 [  4.43762133e-07   3.56589891e-09   8.77907702e-09   1.04680985e-05
    1.19512219e-06   9.99942064e-01   9.60025136e-06   6.03213479e-08
    2.91138222e-05   6.92458252e-06]
 [  3.17170134e-06   1.09589433e-04   9.91499126e-01   5.57068922e-03
    1.74683876e-08   6.67528957e-06   2.61520910e-07   2.79650069e-03
    6.85356736e-06   7.25563905e-06]
 [  2.98236992e-04   1.38686722e-04   1.63189275e-03   1.71675492e-04
    9.85907853e-01   5.76023944e-04   9.15881246e-03   1.03804021e-04
    9.60656267e-04   1.05236878e-03]
 [  1.40614875e-05   1.22652196e-07   2.33240044e-05   6.82973675e-03
    1.28255975e-08   9.90341067e-01   1.80639272e-08   5.20653790e-04
    8.20165791e-04   1.45081582e-03]
 [  6.22664168e-02   2.99910062e-05   2.06819474e-04   2.09332746e-03
    3.05666961e-03   5.95118046e-01   2.61401683e-01   1.29563123e-05
    7.51431361e-02   6.70899812e-04]
 [  6.27225672e-05   8.55569942e-06   9.97903109e-01   4.02018195e-05
    1.86423295e-05   1.64259865e-04   2.31230661e-05   1.77126972e-03
    6.41978886e-06   1.64973380e-06]
 [  1.19486549e-05   1.56608476e-05   1.00255068e-06   2.30620426e-04
    2.94900349e-09   9.98743355e-01   1.33600025e-07   3.44077449e-07
    9.96616669e-04   3.55360015e-07]
 [  9.99590456e-01   1.14667081e-10   2.51352922e-05   1.76893409e-05
    3.04367398e-09   1.47265411e-04   7.56609154e-07   8.50986851e-07
    4.75377817e-07   2.17492678e-04]
 [  9.61544265e-06   5.22330765e-07   9.03012115e-05   3.16474214e-02
    1.10494211e-05   9.64741409e-01   3.29800387e-04   1.21848515e-07
    2.87143793e-03   2.98234401e-04]
 [  2.94035504e-04   1.93132910e-05   7.50978419e-04   4.72987704e-05
    4.04999778e-02   5.44704776e-03   5.99188934e-05   4.39064024e-04
    6.04091445e-04   9.51838315e-01]
 [  3.21875024e-03   5.08535231e-05   1.19952357e-03   7.25705475e-02
    2.92392448e-04   9.04105008e-01   3.94803239e-03   2.46017240e-04
    1.36364838e-02   7.32427288e-04]
 [  4.21492514e-05   1.55862581e-05   5.55096049e-05   8.55300677e-05
    6.80205767e-06   1.12554885e-03   2.83426616e-05   4.63485458e-06
    9.98485267e-01   1.50736276e-04]
 [  1.82208146e-06   1.30333592e-06   6.30974973e-05   3.09575786e-04
    2.11109454e-03   1.23349073e-05   2.99145384e-08   7.41140160e-04
    1.38102987e-04   9.96621490e-01]
 [  9.99970436e-01   4.51209139e-11   1.83447423e-06   1.16736336e-08
    1.58795234e-11   2.73740334e-05   5.75476822e-09   3.66073834e-07
    6.42267572e-09   3.01209866e-08]
 [  6.34334935e-03   3.11750482e-04   4.86343019e-02   4.30078469e-02
    6.51278300e-03   3.79503399e-01   4.99761224e-01   1.70303247e-04
    1.50173707e-02   7.37730414e-04]
 [  3.51380178e-04   9.78270829e-01   2.65498483e-03   1.79039896e-03
    9.32112336e-03   4.25982376e-04   1.63809746e-03   3.03895632e-03
    2.27522873e-03   2.32885315e-04]
 [  1.48574263e-05   1.26860541e-04   8.92860116e-04   2.50386223e-02
    2.07332851e-05   6.29176572e-03   2.83170084e-04   2.07429068e-04
    9.66895998e-01   2.27632117e-04]
 [  7.09675296e-05   7.30016254e-05   2.58144828e-05   8.77627113e-04
    9.88411158e-03   9.85637121e-03   5.84059489e-06   5.02259191e-03
    2.92377383e-03   9.71259952e-01]
 [  2.30767328e-05   9.96617973e-01   1.69132327e-04   1.09611710e-05
    6.50573129e-05   5.11649523e-06   9.18486912e-04   5.62359492e-06
    2.18273513e-03   1.91285562e-06]
 [  1.23451528e-05   2.39580436e-06   1.89731600e-05   5.57628264e-05
    9.35286701e-01   7.82000599e-04   4.20589276e-05   1.76207407e-03
    1.14213419e-03   6.08954765e-02]
 [  9.82089405e-05   1.91124028e-03   6.90771092e-04   2.65118375e-04
    1.54963217e-03   7.30169006e-04   1.61439180e-04   1.22036538e-04
    9.93469000e-01   1.00238144e-03]
 [  9.99373496e-01   9.63204272e-08   2.07261677e-04   8.56971110e-06
    1.77801007e-09   4.01074416e-04   3.81861310e-06   1.15500711e-06
    1.47099598e-07   4.23924894e-06]
 [  2.36094915e-04   9.77514545e-04   4.03801026e-03   6.27876073e-03
    2.46717391e-05   2.42526573e-03   8.08323617e-04   1.03635857e-05
    9.85170543e-01   3.04303103e-05]
 [  1.04883686e-04   9.95272577e-01   8.30179895e-04   2.22379735e-04
    4.15406568e-04   4.64395707e-05   2.25354452e-05   1.67055917e-03
    1.18863024e-03   2.26670454e-04]
 [  4.18671704e-07   2.71898198e-10   8.17361112e-09   4.38819643e-06
    9.25192651e-08   2.17156812e-05   4.59573395e-12   9.98667121e-01
    1.70238280e-07   1.30610343e-03]
 [  4.63036740e-05   7.57876023e-06   1.83356684e-02   9.81303036e-01
    1.77835750e-06   7.74296714e-05   6.36138338e-07   5.79046309e-06
    2.18179441e-04   3.77138440e-06]
 [  3.94869545e-07   2.38580844e-09   2.07552461e-07   1.86237012e-05
    1.04920036e-04   2.58620221e-05   4.11094581e-09   9.44202548e-05
    1.18313023e-04   9.99637246e-01]
 [  2.82123169e-09   1.55627390e-07   9.94928002e-01   4.92904242e-03
    1.99972106e-09   5.85340976e-09   1.80907322e-09   1.42213787e-04
    6.21553284e-07   8.00424882e-09]
 [  2.02204756e-05   3.08493269e-04   2.49210699e-03   9.77881074e-01
    1.55156386e-06   1.64461252e-03   3.53357132e-06   6.48633213e-05
    9.25199594e-03   8.33171885e-03]
 [  9.99968290e-01   1.91556171e-09   5.44519844e-06   2.36049075e-07
    2.04209316e-10   1.65589117e-05   3.78801428e-06   8.29150082e-08
    7.07796133e-08   5.39127814e-06]
 [  1.31779280e-03   7.18638359e-04   9.04404223e-01   2.50376179e-03
    5.43934740e-02   4.18162532e-03   1.93390604e-02   6.15116488e-03
    2.92817573e-03   4.06211009e-03]
 [  4.89891645e-05   3.39797745e-03   4.04250436e-03   6.73324287e-01
    5.95354568e-03   2.88992822e-01   7.11695570e-03   6.63223385e-04
    1.46942483e-02   1.76540541e-03]
 [  1.91179104e-04   2.02199567e-06   3.63079220e-04   1.27017483e-04
    7.60340408e-05   6.35896751e-04   2.82312453e-06   3.21470876e-03
    8.94186139e-01   1.01200990e-01]
 [  4.42427516e-01   7.93142408e-06   3.34753215e-01   3.05548147e-03
    3.09957135e-02   7.46093923e-03   1.73481956e-01   3.75542417e-03
    2.84652831e-03   1.21524860e-03]
 [  4.41666780e-04   2.71560039e-05   3.36508856e-05   1.99400001e-05
    2.17267792e-04   1.33703253e-03   9.94125247e-01   1.80536813e-06
    3.76916258e-03   2.69823959e-05]]
INFO:tensorflow:probabilities = [[  2.13105568e-06   5.14953990e-06   2.84352755e-05   8.22190195e-04
    8.75344176e-06   9.97015834e-01   3.64815292e-04   1.37550813e-07
    1.57638837e-03   1.76265996e-04]
 [  3.32940690e-04   7.53705194e-07   9.97431457e-01   2.06619361e-03
    1.30244098e-06   2.06265639e-07   4.07157643e-07   3.35181430e-05
    1.74454169e-06   1.31459936e-04]
 [  1.21763129e-04   4.63767392e-05   1.13216047e-04   9.99628915e-04
    3.29603557e-03   6.20464154e-04   2.08562506e-06   4.40884605e-02
    3.06785968e-03   9.47644114e-01]
 [  1.53798261e-03   2.62092892e-03   3.10242083e-03   3.27842403e-03
    5.69629446e-02   1.76455062e-02   9.12583470e-01   2.31416736e-04
    1.32569240e-03   7.11146800e-04]
 [  2.01299228e-03   4.19270853e-03   6.71712507e-04   1.78440649e-04
    4.98667650e-04   1.77802891e-02   9.73502636e-01   9.90044327e-07
    1.15896657e-03   2.52718587e-06]
 [  5.88203761e-08   1.32963996e-05   1.15967894e-04   9.63414073e-01
    1.60375157e-06   1.20329052e-04   3.78447274e-09   1.69450529e-02
    7.44862016e-03   1.19410306e-02]
 [  7.70353836e-06   9.98802543e-01   1.53831003e-04   5.21646871e-04
    3.28692004e-05   3.35078039e-05   1.98701418e-05   8.75103797e-05
    3.38935497e-04   1.59729530e-06]
 [  1.24091632e-03   1.44096321e-05   4.80267016e-04   4.98921181e-05
    9.88505960e-01   1.05861377e-03   4.38570511e-03   1.12956972e-03
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    8.63069668e-04   9.94720101e-01]
 [  1.71949225e-03   4.02956456e-03   1.77655334e-03   2.38442756e-02
    3.05217342e-03   9.57660258e-01   1.53111387e-03   1.48986431e-03
    9.98409232e-04   3.89827229e-03]
 [  1.72285523e-04   2.00704089e-03   3.87234893e-03   3.27808708e-01
    8.86992348e-06   4.26357874e-04   7.08609491e-07   7.25016464e-04
    6.61610186e-01   3.36842751e-03]
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    1.01275077e-08   6.41097256e-04   2.97493563e-09   2.93985227e-06
    7.11345274e-05   1.38909570e-06]
 [  4.87895022e-07   1.11857980e-06   1.54904788e-04   1.73729111e-03
    1.55174876e-05   3.70327689e-05   3.46040679e-07   2.64322025e-05
    9.97326136e-01   7.00728851e-04]
 [  1.02504423e-08   1.78953485e-09   1.05443704e-07   3.56810278e-06
    1.29531708e-09   3.83692424e-07   4.75540763e-14   9.99940515e-01
    1.28394380e-08   5.54199542e-05]
 [  4.94433209e-07   1.77716490e-08   1.57415820e-06   8.48472226e-08
    9.98966575e-01   5.51056175e-04   7.57587040e-05   7.51203406e-05
    3.55519478e-05   2.93729623e-04]
 [  2.49577081e-03   7.16000854e-04   1.62743917e-03   3.86095315e-04
    7.64092710e-03   8.05292861e-04   9.86082315e-01   9.27120163e-06
    2.36590087e-04   1.99826800e-07]
 [  9.99820054e-01   1.46755663e-09   1.43179888e-04   2.07149213e-07
    2.96595402e-07   2.86297382e-06   9.92578634e-07   3.06425100e-05
    3.83854456e-07   1.52119844e-06]
 [  1.01054764e-04   9.94974613e-01   1.52728768e-04   1.84089600e-04
    1.23123708e-03   3.02780863e-05   7.60641633e-05   1.96210621e-03
    1.10277196e-03   1.85134675e-04]
 [  8.45331851e-06   3.10380955e-07   8.21439456e-03   8.20093327e-09
    7.20294975e-06   7.83002542e-06   9.91753161e-01   4.35186026e-10
    8.65448510e-06   8.56301752e-10]
 [  9.52942792e-05   9.97865498e-01   2.01727031e-04   3.29562143e-04
    4.96383800e-05   1.22638347e-04   6.17812620e-05   4.25943435e-05
    1.18707400e-03   4.43360368e-05]
 [  4.88725527e-06   5.45099874e-06   8.13666880e-01   1.84178650e-01
    1.36793984e-04   2.58907734e-04   1.34378188e-05   2.26206266e-05
    1.60256331e-03   1.09716602e-04]]
INFO:tensorflow:global_step/sec: 159.433
INFO:tensorflow:loss = 0.164129, step = 18001
INFO:tensorflow:probabilities = [[  3.16002042e-05   2.55170380e-06   2.74255272e-05   5.75519516e-05
    1.17430500e-06   2.90454154e-05   9.81503878e-10   9.94670451e-01
    1.99704082e-05   5.16022788e-03]
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    1.80411618e-07   9.99686241e-01   1.89254411e-06   2.11272067e-07
    2.82523659e-04   1.77511647e-05]
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    4.28288516e-08   6.20037099e-07   1.04659215e-07   1.85610598e-03
    5.79715415e-04   2.86202339e-06]
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    1.38483345e-04   3.13430530e-04   6.49187029e-07   9.89054322e-01
    4.96429238e-05   3.35576176e-03]
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    1.00310287e-03   1.98426460e-05]
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    2.07090470e-05   1.41241704e-04]
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    1.39825588e-05   3.95060579e-06]
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    1.80580921e-03   9.09048557e-01]
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    1.33991034e-06   2.70671025e-03]
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    8.19447043e-04   6.66212645e-06]
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    5.98031220e-05   1.10609620e-03]
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    5.46707015e-04   9.96561348e-01]
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    2.61367550e-09   9.99309778e-01   8.22890756e-10   1.02049142e-08
    1.06035739e-04   4.78017114e-07]
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    3.98290576e-04   1.41191907e-04   1.41724328e-07   4.73979004e-02
    1.02133905e-04   9.51752245e-01]
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    1.75864864e-02   2.17097346e-04]
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    7.45183061e-05   2.46648506e-06]
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    3.25198084e-01   6.12898311e-03]
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    3.73477087e-05   3.93955231e-01   2.52079859e-04   9.61932642e-07
    3.79069732e-03   9.28979571e-05]
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    6.10248069e-04   9.93932307e-01]
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    9.95673478e-01   7.88336765e-05]
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    4.45300480e-04   1.13267377e-02]
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    7.34762475e-03   8.47523042e-04]
 [  4.48320816e-06   3.48623416e-07   2.96787766e-06   1.33998665e-05
    3.42762519e-07   2.52584215e-07   8.77125927e-10   9.96359408e-01
    5.73321950e-06   3.61303193e-03]
 [  1.37468692e-06   1.31587186e-09   3.71788254e-08   1.17546313e-06
    2.86340139e-07   8.88370323e-06   1.27433078e-10   9.99193847e-01
    6.46537401e-08   7.94290623e-04]
 [  1.24187354e-04   5.05282833e-06   3.76657307e-01   4.89019416e-03
    4.20842640e-04   4.22275072e-04   4.13590278e-05   2.66301678e-04
    6.15921736e-01   1.25075050e-03]
 [  9.06884361e-06   9.97152090e-01   5.90698095e-04   5.54716622e-04
    1.35753435e-04   6.74982221e-05   1.32050671e-04   1.60388314e-04
    1.16628304e-03   3.14511381e-05]
 [  7.12534820e-04   1.06330976e-04   5.92272170e-03   5.89528063e-04
    1.79533396e-04   3.22117214e-03   9.25013679e-04   4.46779950e-06
    9.88225698e-01   1.12992653e-04]
 [  8.92344222e-04   4.67410200e-06   1.93924806e-03   2.21969658e-05
    4.54924739e-05   9.22785606e-04   1.47729705e-04   2.18330460e-05
    9.93518293e-01   2.48533557e-03]
 [  9.42065817e-05   5.08595258e-05   5.74346377e-05   9.77341901e-04
    2.32770527e-03   9.90050614e-01   5.46101190e-04   1.14299019e-03
    1.70564791e-03   3.04713263e-03]
 [  2.03598547e-03   7.90362305e-04   8.96303245e-05   1.47170306e-03
    3.72326671e-04   9.68874335e-01   6.99804004e-05   2.03471966e-02
    3.36174923e-03   2.58669327e-03]
 [  3.55413044e-06   3.93935920e-07   1.53365749e-04   1.30308548e-03
    1.44365700e-07   1.29303313e-04   2.32934008e-06   8.63687433e-09
    9.98406112e-01   1.63459822e-06]
 [  6.79904488e-08   6.22193426e-08   4.26967972e-06   3.19339742e-05
    7.59939985e-06   9.55817268e-06   1.78485859e-09   9.98378158e-01
    2.13741278e-05   1.54700631e-03]
 [  1.13231259e-07   3.49469701e-07   2.40134341e-05   9.99967575e-01
    2.82369310e-08   6.12348094e-06   4.16235002e-09   8.47440049e-07
    1.93147770e-07   8.68435507e-07]
 [  1.06464904e-05   9.96418521e-07   1.45533670e-06   1.52658264e-04
    2.86253885e-06   9.99435604e-01   1.23236555e-06   1.11224790e-06
    3.71185917e-04   2.24250543e-05]
 [  2.90004094e-03   7.17922754e-04   9.02125597e-01   8.10349062e-02
    5.61260036e-04   2.11574850e-04   3.45857959e-04   9.34832357e-03
    1.63907476e-04   2.59076199e-03]
 [  1.72060900e-04   9.11852598e-01   2.25049793e-03   3.06938600e-04
    2.04032563e-04   1.26053579e-03   6.09056745e-03   3.83787956e-05
    7.77884871e-02   3.58247635e-05]
 [  9.98710513e-01   3.58669077e-08   1.32729410e-05   1.00462485e-05
    4.24355884e-09   1.24092714e-03   5.46337924e-06   3.30763214e-06
    1.61975947e-06   1.49357129e-05]
 [  9.84067678e-01   4.50340671e-08   3.88132816e-04   1.49266096e-04
    4.80680058e-07   2.18342302e-05   8.21761645e-08   4.79904143e-03
    2.06832861e-04   1.03666820e-02]
 [  1.81917790e-06   3.74397132e-07   5.62232572e-06   1.10758056e-05
    1.17449705e-02   3.18855928e-05   5.32489594e-07   3.69497016e-03
    1.08983892e-04   9.84399796e-01]
 [  1.22070287e-05   1.12163747e-04   1.06038153e-03   4.21393808e-04
    9.63489583e-07   2.94369129e-05   1.27086652e-08   9.94560659e-01
    6.63531537e-04   3.13916360e-03]
 [  1.61178123e-05   4.55951411e-03   1.15791347e-03   5.56600802e-02
    6.91254318e-01   9.37624183e-03   8.57896928e-04   4.75428160e-03
    3.06839664e-02   2.01679662e-01]
 [  8.75426940e-06   1.09143897e-04   2.76426389e-03   6.70439098e-04
    9.31525230e-01   1.85368990e-04   8.09682417e-04   2.33390419e-05
    1.45288778e-03   6.24509901e-02]
 [  9.87483263e-01   6.26648580e-06   4.32314351e-03   1.79107319e-05
    1.41619283e-04   3.32628633e-03   3.99710517e-03   1.44303442e-04
    3.28469905e-04   2.31714570e-04]
 [  1.42384840e-06   9.92927198e-07   2.84244397e-05   9.91841912e-01
    1.25819292e-06   5.59850596e-03   4.91290905e-07   1.85807309e-07
    2.47620163e-03   5.04529780e-05]
 [  5.79378101e-10   8.42784866e-05   9.99898911e-01   1.63378663e-05
    3.11818340e-08   4.83154565e-08   4.54703383e-07   1.32474842e-09
    4.87870864e-08   4.32588915e-13]
 [  8.06242344e-04   1.63834932e-06   6.04481065e-05   2.17698123e-02
    1.70545633e-07   9.76101100e-01   4.96369807e-07   8.51680943e-06
    2.26754259e-04   1.02478568e-03]
 [  2.56792409e-05   2.65355315e-03   3.19620525e-03   9.85820651e-01
    1.07281257e-05   3.16795427e-03   1.04145593e-05   7.08357811e-06
    4.99886507e-03   1.08873202e-04]
 [  1.08112920e-06   2.00768866e-07   1.12322459e-06   7.68071332e-05
    2.39220094e-02   2.92666045e-05   5.40590122e-07   6.53174473e-04
    5.55478735e-04   9.74760354e-01]
 [  6.47594925e-06   6.47252534e-07   7.88133882e-04   4.85250348e-05
    3.82210914e-07   9.43536361e-06   8.43559974e-07   8.41015265e-07
    9.99143004e-01   1.63315156e-06]
 [  2.22491890e-05   9.16511752e-04   6.15404686e-04   1.54851892e-04
    2.73680408e-03   1.31211709e-03   9.93279636e-01   5.19274636e-06
    9.53250506e-04   3.86014335e-06]
 [  1.43684692e-05   1.17041855e-05   8.07032920e-05   2.12063518e-04
    1.64815073e-03   1.55329311e-04   1.05137246e-06   1.67758130e-02
    1.35649214e-04   9.80965197e-01]
 [  9.99705374e-01   2.67546563e-09   8.50262877e-05   7.29846818e-07
    4.01010919e-10   2.02343916e-04   3.92151577e-07   9.65472324e-08
    1.74393756e-06   4.31741046e-06]
 [  6.88726839e-04   6.29664632e-04   2.26648262e-04   1.67878869e-04
    7.73784996e-04   4.67524258e-03   9.84891355e-01   4.70011599e-07
    7.94391148e-03   2.32418802e-06]
 [  1.09066559e-05   5.93752193e-05   2.24532821e-04   9.98311162e-01
    6.23297319e-06   9.89623368e-04   4.31651097e-06   1.03176550e-04
    1.54954614e-04   1.35737529e-04]
 [  3.99120189e-02   1.92460441e-03   4.24801707e-01   2.69802898e-01
    1.30124930e-02   7.36120681e-04   3.49777415e-02   6.83709467e-03
    1.96385488e-01   1.16097620e-02]
 [  1.36197844e-08   7.34871037e-07   9.99936700e-01   6.02709733e-05
    3.90941551e-07   9.98361003e-08   1.51722338e-06   1.85819466e-08
    2.90459127e-07   1.75982159e-10]]
INFO:tensorflow:probabilities = [[  1.68441504e-04   1.05090917e-03   1.10840301e-04   1.90076511e-03
    2.08970346e-02   1.50758689e-02   4.89417725e-05   3.76281552e-02
    6.99778413e-03   9.16121244e-01]
 [  2.22446499e-04   3.01917044e-06   9.94987931e-06   1.70007406e-04
    1.16678234e-06   7.40758551e-05   2.31878872e-08   9.98044848e-01
    1.08504946e-06   1.47341879e-03]
 [  5.25380671e-01   1.36524555e-04   3.01925931e-04   4.39479598e-04
    1.75205548e-03   1.61085911e-02   4.54735428e-01   6.42034793e-05
    4.01756144e-04   6.79344404e-04]
 [  2.78467759e-02   6.23507231e-06   1.02827069e-03   6.86981584e-05
    1.88659802e-02   1.40801480e-04   1.02904451e-04   1.40910773e-02
    1.63387728e-03   9.36215401e-01]
 [  2.06036311e-05   3.49186157e-05   1.47267319e-05   7.16490264e-04
    4.38797614e-03   5.61748515e-04   2.25631629e-06   2.00948212e-03
    5.23710810e-03   9.87014651e-01]
 [  4.31118788e-05   3.68908132e-07   3.11962249e-05   7.98986974e-08
    7.39976764e-04   9.38346147e-06   9.99165058e-01   6.77716798e-07
    2.96604003e-06   7.18299771e-06]
 [  8.00581838e-05   9.90713431e-08   7.87490862e-05   1.36902247e-06
    6.63190673e-04   1.59900774e-05   9.99154091e-01   1.96707833e-06
    2.20449442e-06   2.11988390e-06]
 [  4.64980170e-04   1.88176446e-02   6.31880434e-03   1.35774482e-02
    1.70932282e-04   7.73928477e-04   1.39318872e-04   8.11777357e-03
    9.50317025e-01   1.30207266e-03]
 [  3.97661788e-05   4.03573067e-04   3.58529302e-04   2.10436905e-04
    2.00319919e-05   2.25949363e-04   1.26772264e-07   9.66751039e-01
    1.21779231e-04   3.18688340e-02]
 [  2.98224177e-06   3.19594710e-06   1.17624586e-04   3.49070644e-03
    4.09163149e-05   8.13834893e-04   6.51821779e-07   7.00628516e-05
    9.95323002e-01   1.37057272e-04]
 [  6.05767673e-06   2.36181259e-05   9.99508739e-01   1.16549112e-04
    1.49918122e-08   4.38966490e-05   5.04138065e-08   9.30763490e-05
    1.99233211e-04   8.89962303e-06]
 [  2.68251119e-06   9.99345124e-01   2.62446265e-04   5.67198877e-05
    1.72788023e-05   3.85200065e-06   1.41161254e-05   4.61621312e-05
    2.33255181e-04   1.84428991e-05]
 [  2.58086038e-05   5.29446057e-04   5.86444767e-05   8.28154589e-05
    2.55392164e-01   2.02525570e-03   1.54712488e-05   1.50063699e-02
    2.38581197e-04   7.26625502e-01]
 [  8.22167112e-06   6.11360974e-06   1.83734542e-03   3.17073148e-03
    1.25334738e-03   6.90062952e-05   1.63859841e-06   1.79774351e-02
    3.25559871e-04   9.75350559e-01]
 [  2.33542869e-06   2.49212881e-05   4.34038120e-05   1.34387446e-05
    1.26969724e-04   8.64327085e-05   9.99464691e-01   2.05867661e-08
    2.37481596e-04   3.75404824e-07]
 [  5.50063362e-07   4.36905253e-07   9.99098659e-01   6.99689786e-04
    1.04771786e-07   4.36115528e-07   3.09638239e-07   7.50573017e-05
    1.24528277e-04   1.78010652e-07]
 [  2.10824624e-06   9.98702288e-01   2.34309464e-05   2.12038678e-04
    6.70968948e-05   1.71222364e-05   1.01730191e-04   2.62866015e-05
    8.37936124e-04   9.85257975e-06]
 [  1.12365065e-02   1.37901452e-05   2.77516176e-03   6.90285683e-01
    7.27886658e-08   5.95185421e-02   7.63326966e-07   6.66347523e-06
    2.36107171e-01   5.56604791e-05]
 [  1.59573858e-06   2.12284489e-04   6.15295630e-06   9.86989704e-04
    9.88648713e-01   6.91600260e-04   2.70669934e-05   8.87663162e-04
    5.75390121e-04   7.96264317e-03]
 [  9.98010218e-01   4.10065537e-09   3.04630385e-06   2.45954175e-06
    1.96886632e-10   1.98157155e-03   1.78201745e-07   9.43015436e-07
    6.76534000e-07   8.61835474e-07]
 [  3.57375529e-06   2.35489915e-06   1.35198134e-04   1.46805454e-04
    4.62253764e-02   1.81388529e-03   7.00639212e-05   4.24681406e-04
    1.35352806e-04   9.51042771e-01]
 [  3.11271178e-05   9.95446861e-01   4.56212496e-04   7.50569277e-04
    5.89941279e-04   3.76130424e-06   1.25044962e-05   1.98965403e-03
    4.95320011e-04   2.24118674e-04]
 [  2.14276150e-01   5.24746538e-05   3.80085839e-04   1.29088323e-04
    1.77257607e-04   1.77336019e-02   7.65701056e-01   1.09889959e-04
    1.41480460e-03   2.55476098e-05]
 [  5.03947092e-07   3.61760826e-08   5.93819004e-06   1.00806723e-07
    9.99850273e-01   4.81206480e-05   7.96370368e-05   1.90273568e-07
    1.38100886e-05   1.31755985e-06]
 [  1.29310956e-05   9.93654490e-01   3.08237795e-05   1.79144146e-03
    1.15537645e-04   2.30837195e-05   1.89747170e-05   2.21937243e-03
    9.73734423e-04   1.15979242e-03]
 [  2.28088302e-05   8.02753028e-04   2.47673853e-03   4.26976103e-03
    1.06038048e-03   1.10934849e-03   8.24725284e-05   7.09422311e-05
    9.84218895e-01   5.88592887e-03]
 [  9.03540198e-03   1.59033982e-04   2.04393845e-02   2.71963392e-04
    6.92671388e-02   1.50015089e-03   1.38425678e-02   6.08893577e-03
    2.32068123e-03   8.77074778e-01]
 [  4.05989995e-05   1.92727543e-06   2.43298109e-05   7.32732611e-03
    1.02509034e-06   9.77805972e-01   1.20178996e-07   2.10248763e-05
    1.46864597e-02   9.12606847e-05]
 [  4.67596692e-07   3.72805715e-08   6.04302795e-06   2.40944455e-08
    8.98246944e-05   7.09374717e-07   9.99900937e-01   7.68779955e-08
    1.67470876e-06   1.08682634e-07]
 [  1.12068525e-03   1.10888924e-03   1.32885110e-03   7.02353716e-02
    1.10371520e-05   1.91815256e-03   1.22603140e-07   9.14849460e-01
    5.27946395e-05   9.37472470e-03]
 [  4.56835041e-05   9.97362912e-01   1.63832796e-04   3.12813820e-04
    2.23539217e-04   1.55062080e-05   5.87030197e-04   4.45999467e-06
    1.26433000e-03   2.00314589e-05]
 [  5.33456507e-04   4.46812664e-05   1.52620953e-06   1.22922566e-02
    6.86555950e-07   9.86534774e-01   9.40229199e-07   1.90339691e-04
    2.35106971e-04   1.66280894e-04]
 [  7.78249814e-05   9.96922553e-01   1.46474107e-03   6.85978302e-05
    4.34751943e-04   2.14871725e-05   3.66393157e-04   2.32760547e-04
    3.89934023e-04   2.09075715e-05]
 [  6.33142037e-08   7.17732746e-06   9.99577701e-01   3.66369903e-04
    2.70975420e-07   2.91157022e-07   1.25838497e-07   1.73991502e-05
    3.06270158e-05   6.62522703e-09]
 [  6.47395063e-05   7.58342310e-07   2.80754521e-05   8.37491768e-07
    8.04703304e-05   2.79774802e-04   9.99499202e-01   2.33081066e-09
    4.50262960e-05   1.08541462e-06]
 [  8.21131907e-05   5.50060906e-03   5.56343086e-02   7.51955137e-02
    2.25202995e-04   6.03535259e-03   6.49135327e-05   1.82395484e-02
    8.34435344e-01   4.58708173e-03]
 [  2.97199399e-03   2.27856867e-06   1.26141400e-04   6.21037674e-04
    3.18895996e-04   9.87403154e-01   8.20872898e-04   7.12669978e-04
    6.07137056e-03   9.51513008e-04]
 [  1.07068941e-03   2.22903109e-04   5.21568023e-03   1.05131988e-03
    6.87737775e-05   4.45847493e-03   6.51479959e-02   2.45437775e-07
    9.22588468e-01   1.75471665e-04]
 [  4.53972389e-05   7.71875202e-05   7.88701815e-04   9.07917973e-03
    2.08719066e-05   4.67591744e-05   1.51362585e-07   9.87385750e-01
    1.10597124e-04   2.44536507e-03]
 [  4.53280791e-08   1.80771342e-04   9.99139071e-01   6.78436074e-04
    2.83372370e-09   5.81539155e-08   5.36716769e-08   1.03766795e-09
    1.62160461e-06   2.20046481e-11]
 [  3.39498661e-06   5.11728722e-05   9.98703361e-01   1.00935507e-03
    1.33960247e-08   5.71877514e-08   6.92036437e-08   2.04111566e-04
    2.78129755e-05   7.39513098e-07]
 [  2.01663115e-05   6.82978083e-08   2.36669166e-05   4.71228450e-05
    5.38076879e-03   7.60896655e-05   9.17074544e-07   9.97409879e-05
    6.77427393e-04   9.93674040e-01]
 [  2.67741241e-04   1.29698534e-02   2.17134077e-02   3.57232848e-03
    2.65650243e-01   8.37975461e-03   6.85744882e-01   2.32044549e-04
    6.59842335e-04   8.09894991e-04]
 [  1.11713285e-04   9.93114650e-01   1.27465348e-03   1.76341587e-03
    2.27324432e-04   3.56057062e-05   3.74488591e-05   1.86999934e-03
    1.40809268e-03   1.57052855e-04]
 [  9.91190195e-01   5.83526962e-05   1.00501277e-03   5.90748386e-04
    3.17542035e-05   1.54547743e-03   2.83731124e-03   7.45793732e-05
    2.46444531e-03   2.01938179e-04]
 [  1.36642040e-08   3.47545459e-08   1.23717124e-04   4.07539567e-08
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    9.88155365e-01   4.29766579e-03]
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    4.69111605e-03   5.22114895e-03]
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    1.62178694e-05   4.79191868e-03]
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    9.98258770e-01   4.03642538e-04]
 [  3.29271825e-05   9.97686982e-01   5.25590149e-04   2.08871512e-04
    6.27198233e-06   9.03943692e-06   1.22804806e-04   5.06852994e-05
    1.35386037e-03   2.94480446e-06]
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    7.66388439e-06   1.49454200e-03   2.25097324e-07   6.10152399e-03
    1.88837829e-03   3.65680363e-03]
 [  1.67682872e-03   1.20383119e-02   1.84017971e-01   2.75066830e-02
    5.77757508e-03   1.25576873e-04   1.37417141e-04   7.11929798e-01
    2.36104466e-02   3.31793949e-02]
 [  9.25189943e-06   2.87301609e-05   1.83433498e-04   7.43023679e-03
    2.27104210e-05   9.49241221e-05   2.35052958e-05   2.00130726e-05
    9.90872681e-01   1.31453050e-03]
 [  2.00628723e-08   1.32405248e-05   9.99506950e-01   4.12032423e-05
    7.58837615e-08   4.34652094e-07   3.61669709e-06   3.11774958e-04
    1.22487370e-04   7.60695400e-08]
 [  6.77689695e-06   5.74700096e-07   1.57059208e-06   2.36835258e-04
    9.79376491e-03   3.70287746e-02   3.29077898e-06   6.28487905e-04
    8.44102906e-05   9.52215493e-01]
 [  7.69445396e-05   5.66893723e-05   1.15368290e-04   2.63773079e-04
    9.39621687e-01   8.14484805e-03   1.22838828e-03   6.97549013e-03
    1.89529825e-02   2.45638266e-02]
 [  9.69689488e-01   2.67370837e-08   1.05211465e-03   1.75359874e-05
    8.42554982e-06   2.66535662e-05   6.78705401e-05   1.11945701e-06
    2.91050449e-02   3.16466103e-05]]
INFO:tensorflow:global_step/sec: 157.693
INFO:tensorflow:loss = 0.0813113, step = 18101
INFO:tensorflow:probabilities = [[  2.68881377e-05   9.94828641e-01   9.28970054e-04   1.46419537e-04
    2.10601510e-03   7.74600339e-05   8.05340096e-05   1.04419328e-03
    7.31824024e-04   2.90942826e-05]
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    9.32747673e-04   9.72500920e-01]
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    1.01546030e-02   4.62259559e-05]
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    1.60326817e-05   5.85062988e-03]
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    4.73558065e-03   4.56221737e-02]
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    3.03591514e-04   6.22275867e-04]
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    1.59907853e-03   4.00977115e-05]
 [  2.52312543e-06   2.88021101e-06   4.33943524e-06   1.20024662e-04
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    2.66766245e-03   9.94027495e-01]
 [  4.98448708e-06   1.17146840e-06   1.98075959e-05   2.08808482e-03
    5.66934294e-04   1.04576618e-04   7.94659769e-08   8.50502029e-03
    5.65431314e-04   9.88143981e-01]
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    2.35364598e-04   9.91846263e-01]
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    1.58398256e-01   2.94126850e-03   6.37533605e-01   1.01272613e-04
    5.01249591e-03   2.44927851e-05]
 [  4.53145859e-08   3.02634453e-06   9.99836564e-01   1.57286893e-04
    1.19091460e-07   7.27175120e-09   4.85441262e-07   8.60020943e-09
    2.40556801e-06   6.79484513e-09]
 [  3.52709772e-09   8.36443892e-09   5.88613739e-06   9.99974251e-01
    4.85410212e-10   2.38854955e-06   6.61751556e-11   2.61386859e-08
    1.65375168e-05   9.77107788e-07]
 [  6.33526547e-03   3.80304991e-04   4.85746248e-04   2.41229442e-04
    1.93823853e-05   3.40844542e-01   4.77092624e-01   1.53094547e-07
    1.74587131e-01   1.34823713e-05]
 [  3.23756598e-03   5.16665280e-02   1.59816742e-02   5.26381671e-01
    3.58241523e-05   3.56934428e-01   4.61960502e-04   3.72807123e-02
    7.02091143e-04   7.31748249e-03]
 [  1.27290141e-05   2.05921829e-02   1.16645149e-03   9.45522130e-01
    2.81937420e-04   2.13601496e-02   3.09941242e-05   3.85624735e-04
    1.05161201e-02   1.31722190e-04]
 [  9.99948144e-01   5.33373401e-10   9.36549623e-06   1.94799554e-06
    4.02589464e-08   1.66305381e-05   2.24373034e-05   4.52938707e-07
    1.20734867e-07   8.65782340e-07]
 [  1.11394329e-05   2.29088546e-05   9.26399410e-01   5.31979017e-02
    4.46186839e-08   1.79782379e-04   3.86883642e-07   1.93862707e-06
    2.01862659e-02   5.87504694e-08]
 [  2.87783996e-06   3.14642020e-05   7.40606120e-05   6.80624944e-05
    8.29743567e-06   1.63292279e-04   1.46459990e-06   1.89608511e-06
    9.99531865e-01   1.16719551e-04]
 [  9.99995947e-01   4.39364725e-11   7.57392229e-08   1.40026000e-08
    1.55541118e-11   3.31421825e-06   8.92926693e-08   1.62729457e-08
    5.04787351e-07   4.48774280e-08]
 [  1.16130672e-04   1.76002461e-04   1.69761362e-04   9.36710715e-01
    5.87990007e-06   6.27014786e-02   3.84344967e-05   2.26432476e-05
    5.20271678e-05   6.96592633e-06]
 [  1.54365262e-05   2.30824725e-07   3.10641553e-05   1.64139840e-06
    9.95340228e-01   3.89573397e-05   1.47100189e-04   2.61086202e-03
    5.19211062e-05   1.76243181e-03]
 [  9.99779403e-01   4.97914101e-08   1.50034844e-04   4.51948072e-05
    5.08899944e-08   1.54717836e-05   5.64211678e-06   2.11698080e-06
    3.08678892e-07   1.75756111e-06]
 [  8.20230489e-05   9.96783614e-01   4.86055797e-04   4.14640002e-04
    1.61508418e-04   7.53186250e-05   3.17973288e-04   5.17055974e-04
    1.01019139e-03   1.51900895e-04]
 [  2.02918636e-05   9.98139858e-01   7.41905824e-05   8.54151207e-04
    1.01615507e-04   2.48071392e-05   3.22510423e-05   2.19141686e-04
    3.80447629e-04   1.53300571e-04]
 [  6.13653974e-05   9.94050920e-01   2.32295555e-04   4.41234646e-04
    2.10120081e-04   1.77726601e-04   2.37909771e-04   1.39092313e-04
    4.36921278e-03   8.00742055e-05]
 [  2.53697181e-06   9.99107063e-01   7.64165161e-05   5.41137590e-04
    9.17167290e-06   3.08065773e-06   1.76255853e-05   2.05014676e-05
    2.13242834e-04   9.32267540e-06]
 [  3.06664617e-07   7.67661491e-03   9.90187347e-01   2.08714139e-03
    4.02246906e-06   8.40511984e-06   1.59779011e-05   1.44818769e-05
    5.66862127e-06   1.98030339e-08]
 [  5.32161175e-05   1.31192879e-04   2.66318180e-04   8.52732480e-01
    5.22149230e-06   1.18312463e-01   8.41398287e-06   1.87447047e-04
    1.11012012e-02   1.72021259e-02]
 [  4.28320054e-04   2.26149162e-08   4.96292814e-05   1.62342792e-06
    9.80682731e-01   2.12544808e-04   9.12419229e-04   1.30156957e-04
    1.03769973e-02   7.20570562e-03]
 [  9.82836500e-05   1.62646998e-07   6.61851232e-07   6.03332825e-04
    4.26341649e-06   9.90673602e-01   1.15952917e-05   4.29458105e-08
    8.34998023e-03   2.58133485e-04]
 [  9.99896288e-01   1.75839006e-08   5.01284630e-05   4.77718459e-06
    1.65856040e-08   1.41291248e-05   4.83866233e-06   1.09651501e-05
    6.37493940e-07   1.80716670e-05]
 [  2.21923528e-08   4.28079220e-05   2.42294755e-06   1.37156394e-05
    1.46740993e-08   5.28847238e-07   8.27705682e-11   9.99855042e-01
    1.46976288e-06   8.40226421e-05]
 [  7.02058605e-05   1.92426538e-04   4.66839503e-03   4.59573144e-04
    9.14664865e-01   2.02192023e-04   1.63971912e-03   1.17006816e-03
    8.94315424e-04   7.60384277e-02]
 [  4.49114737e-08   4.42028795e-06   9.50240155e-06   9.99747217e-01
    1.58905760e-08   2.24490039e-04   4.09637702e-09   4.94825647e-09
    1.42943054e-05   5.42422356e-08]
 [  9.90189373e-01   9.04157218e-07   7.59692979e-04   2.20771850e-04
    8.28632949e-07   7.52276136e-03   7.66601937e-04   4.12853784e-04
    3.00870397e-05   9.60578618e-05]
 [  4.12758294e-04   9.81448829e-01   1.40943599e-03   3.24173667e-03
    6.91892696e-04   6.53781753e-04   8.53885547e-04   6.66792737e-04
    1.02092968e-02   4.11475659e-04]
 [  5.02422381e-06   1.40024369e-07   6.87232432e-06   9.99611914e-01
    2.23017560e-09   3.50805902e-04   5.22966204e-09   1.75758680e-06
    5.90322998e-07   2.29290818e-05]
 [  3.51598464e-05   9.95578825e-01   1.91043655e-04   2.57406849e-04
    8.79850340e-05   2.18020323e-05   6.33526633e-06   2.67201150e-03
    1.10524322e-03   4.41031407e-05]
 [  1.72979952e-07   1.26513939e-07   1.16190586e-06   1.06667634e-04
    2.28721035e-07   4.18492334e-07   1.49475321e-10   9.99473870e-01
    2.15787077e-06   4.15260030e-04]
 [  2.12489135e-06   7.39732968e-06   1.06877461e-03   1.06741356e-06
    4.59603616e-04   2.95379486e-05   9.98410225e-01   1.16635488e-06
    1.59099309e-05   4.02609930e-06]
 [  9.99898672e-01   2.16463256e-08   3.21925363e-05   2.44240437e-06
    9.99959525e-07   3.27130147e-06   1.14525337e-05   4.47269440e-06
    2.60350025e-05   2.06181376e-05]
 [  4.45652773e-07   7.84663484e-07   7.93651707e-05   9.96831357e-01
    5.62625253e-08   1.72663757e-04   5.83324811e-09   1.43857169e-05
    5.85111382e-04   2.31591123e-03]
 [  5.38756613e-05   9.88973737e-01   7.58943055e-03   8.84346431e-04
    8.04854557e-04   1.23610502e-04   4.24565020e-04   8.81140644e-04
    2.24814634e-04   3.95936077e-05]
 [  7.79614538e-07   5.65339553e-09   2.22321341e-05   1.33292604e-04
    1.03141986e-06   9.16618737e-04   1.73422990e-07   3.68168503e-06
    9.98693645e-01   2.28584919e-04]
 [  6.59471743e-06   1.27620972e-03   1.13241374e-02   3.46635090e-04
    2.38239354e-05   4.75962384e-04   6.09427085e-03   1.47302271e-05
    9.80364203e-01   7.34383430e-05]
 [  1.47852879e-05   1.01305062e-07   1.69088908e-05   1.66974530e-06
    9.98347521e-01   1.49896558e-04   5.47599884e-05   1.00471685e-03
    5.17694316e-05   3.57826881e-04]
 [  5.47494274e-03   1.01607291e-07   3.78799741e-05   8.38596898e-05
    4.36858609e-05   1.44692196e-04   2.01508712e-07   9.70518410e-01
    9.91063916e-06   2.36862898e-02]
 [  3.19417200e-06   2.72403526e-07   9.99753773e-01   2.12167011e-04
    3.85652170e-11   1.16109267e-09   3.33167272e-10   7.78124853e-09
    3.05815083e-05   9.56130020e-09]
 [  7.17283474e-05   2.53921485e-06   4.01788238e-05   4.59506409e-05
    1.11035552e-05   3.28766073e-05   1.13731367e-05   1.51712620e-05
    9.99689102e-01   7.99741174e-05]
 [  5.81028762e-05   9.95940447e-01   7.41092255e-04   4.83598153e-04
    8.91754462e-05   2.95563186e-05   7.43722136e-04   9.49209716e-05
    1.79342530e-03   2.59558401e-05]
 [  7.91122729e-05   5.25135533e-07   5.44334616e-05   4.49004958e-08
    9.98955846e-01   4.60797310e-05   1.56683091e-04   6.22493244e-05
    2.50281970e-04   3.94630537e-04]
 [  2.80552311e-04   2.70319893e-03   3.76703544e-03   1.71134924e-03
    2.38688234e-02   1.99950160e-03   4.70958505e-04   5.68641291e-04
    9.98932961e-03   9.54640567e-01]
 [  9.68399581e-06   7.76068121e-03   1.11551170e-04   6.90683210e-03
    2.83419807e-02   1.13848993e-03   1.10938636e-05   1.26562901e-02
    1.88345497e-03   9.41179931e-01]
 [  1.51868960e-06   1.15922876e-06   3.74756473e-06   6.45476575e-06
    9.98080611e-01   3.78601435e-05   3.51617455e-05   1.31723384e-04
    2.18360674e-05   1.67990080e-03]
 [  4.29988040e-06   3.12846059e-05   1.35562630e-06   1.91692100e-03
    1.11007385e-01   3.90805595e-04   6.91912248e-07   4.93514584e-04
    8.05567033e-05   8.86073172e-01]
 [  6.12908298e-06   4.70511429e-03   6.19196193e-03   3.85424733e-01
    9.40314567e-05   4.88072328e-06   5.96641485e-07   6.02890491e-01
    6.08054288e-05   6.21264335e-04]
 [  3.64120424e-05   6.95876921e-08   5.53409654e-06   7.81459385e-05
    2.02294405e-06   4.97503279e-05   1.94785499e-09   9.98955846e-01
    1.42108720e-05   8.57954263e-04]
 [  5.69579170e-05   7.57407815e-06   1.68009831e-06   3.06672118e-05
    1.25049078e-03   3.24294524e-04   5.70546028e-08   9.60503936e-01
    3.69087479e-06   3.78207192e-02]
 [  5.54753095e-03   9.43966916e-06   1.40913879e-04   5.03665656e-02
    7.70661209e-05   6.92757545e-03   1.54230827e-06   1.27104804e-01
    1.15491473e-03   8.08669686e-01]
 [  1.23296573e-04   5.08863268e-05   1.39225385e-05   7.59431801e-04
    3.06722671e-01   6.14945553e-02   1.00130863e-04   5.98908663e-01
    1.40676231e-04   3.16857472e-02]
 [  7.48518323e-06   4.79596201e-03   6.50695991e-03   7.03114085e-03
    1.07651569e-01   6.42399755e-05   8.60395312e-01   3.71144160e-05
    1.31534990e-02   3.56709963e-04]
 [  8.56815313e-06   9.98606026e-01   9.47882887e-04   5.94718804e-05
    5.65464761e-05   2.07420317e-06   1.24557948e-04   5.84971713e-05
    1.32393630e-04   4.00190811e-06]
 [  1.16482493e-04   9.96001780e-01   1.47140131e-03   2.10100829e-04
    2.41272632e-04   3.31753217e-05   2.06067372e-04   4.18036070e-04
    1.24763011e-03   5.39047105e-05]
 [  7.40595567e-07   1.08570859e-07   1.03827574e-06   8.92162734e-06
    6.73499812e-07   9.99868234e-07   1.93016228e-10   9.99646425e-01
    4.60034414e-07   3.40581202e-04]
 [  6.67604525e-07   1.63459899e-05   6.05083257e-03   9.92600620e-01
    3.51574130e-07   4.90759567e-06   9.53313517e-09   8.46675015e-04
    4.33586887e-04   4.61429117e-05]
 [  4.19350317e-06   7.01763202e-05   1.69736668e-05   2.23623458e-04
    1.97971895e-06   1.37033921e-05   1.87425209e-09   9.97799695e-01
    2.11902414e-04   1.65781658e-03]
 [  7.39268444e-06   7.29224837e-07   2.44142461e-06   5.62374407e-05
    4.88309935e-03   9.18986116e-05   4.05163519e-07   3.27217602e-03
    1.52571374e-04   9.91533101e-01]
 [  7.15547344e-07   2.16691433e-07   1.70485384e-06   2.97087610e-07
    9.99615669e-01   1.39257172e-05   2.32256480e-06   4.77814683e-05
    2.00782051e-06   3.15273530e-04]
 [  2.73181740e-05   4.09633903e-05   1.88958671e-04   8.35847676e-01
    2.87785102e-08   2.08007339e-02   8.40623500e-08   4.53839959e-07
    1.43005952e-01   8.77525090e-05]
 [  5.43710515e-02   7.32362896e-05   2.48363987e-02   1.42135541e-05
    6.67883098e-01   3.44325817e-04   2.46896505e-01   1.00903655e-03
    8.19186156e-04   3.75294639e-03]
 [  6.12994132e-04   1.41778160e-04   2.68968524e-05   3.80765196e-05
    6.07016147e-04   9.93138254e-01   2.98697472e-04   2.12812211e-05
    5.07761026e-03   3.74430019e-05]
 [  1.57284134e-07   1.71826753e-06   1.42045945e-04   4.95391323e-05
    9.24675078e-06   3.30625808e-05   4.21115919e-06   6.62280900e-06
    9.99518275e-01   2.35088155e-04]
 [  8.30638965e-05   9.89908338e-01   2.21724375e-04   1.91393902e-03
    4.19641670e-04   2.68860516e-04   1.29356820e-04   2.55353283e-03
    3.90882837e-03   5.92742523e-04]
 [  3.05750073e-05   9.97906923e-01   2.00756229e-04   6.49357738e-04
    1.95344517e-04   4.84367265e-05   5.50454643e-05   3.67362081e-04
    2.00020091e-04   3.46169079e-04]
 [  6.33553864e-05   9.98506963e-01   2.08112848e-04   1.86673948e-04
    9.55333016e-05   1.97343343e-05   1.00299250e-04   4.78388014e-04
    3.08543007e-04   3.23263775e-05]
 [  4.42068704e-05   7.93363026e-04   5.96100290e-04   2.95035779e-01
    2.06203689e-03   6.98066652e-01   4.59341099e-04   1.42689008e-04
    2.77889753e-03   2.08797173e-05]
 [  2.19248459e-01   2.90136389e-03   2.32709316e-03   3.55514744e-03
    1.04095088e-03   6.77629471e-01   8.07876885e-02   3.28728254e-03
    8.28571990e-03   9.36770462e-04]
 [  7.69076905e-06   9.93155301e-01   8.00039677e-04   1.19237287e-03
    2.25739379e-04   7.24174097e-05   9.19812155e-05   2.87324714e-04
    4.07280819e-03   9.42608822e-05]
 [  2.21592909e-05   2.15472337e-05   7.15207643e-05   3.32343848e-06
    3.54397198e-04   1.10507732e-04   6.44545289e-05   8.18514127e-06
    9.99331653e-01   1.22438951e-05]
 [  1.56952825e-03   7.84668699e-03   3.83185269e-03   1.16278919e-04
    8.61315131e-01   2.71342024e-02   9.46650933e-03   5.93171781e-03
    1.76690742e-02   6.51191324e-02]
 [  2.24354124e-04   1.63048863e-08   2.10423896e-05   6.89535664e-05
    3.93405071e-06   5.89696065e-05   2.22474060e-04   1.51822679e-08
    9.99191463e-01   2.08755620e-04]
 [  8.57509440e-06   8.87433373e-07   6.91294372e-06   3.19698501e-07
    9.98333752e-01   1.91604177e-05   1.20640942e-03   1.38995922e-04
    1.11355967e-05   2.73785990e-04]
 [  1.08319600e-05   4.94153574e-05   2.42886454e-04   9.98585343e-01
    6.44431637e-08   1.10560190e-03   1.45091178e-07   4.72135859e-08
    5.62620653e-06   6.33352499e-08]
 [  1.19149508e-08   6.29610319e-09   1.03012098e-06   6.70766610e-07
    3.94118977e-08   2.07697202e-08   2.55377022e-11   9.99954343e-01
    2.04166759e-06   4.18547024e-05]
 [  1.54842894e-08   1.56717146e-08   6.79713921e-05   2.57355055e-07
    7.57633476e-04   1.01293921e-07   9.99159694e-01   3.36919577e-08
    1.43414227e-05   3.36999784e-09]
 [  2.16007465e-05   9.97888863e-01   1.54215784e-04   6.27702029e-05
    1.66639381e-06   2.65762683e-05   1.85382698e-04   3.48961976e-06
    1.64775981e-03   7.72926796e-06]
 [  2.10991813e-04   9.95483637e-01   7.61248230e-04   3.14528937e-04
    7.41731375e-04   4.82036667e-05   9.73395596e-04   2.57364823e-04
    8.91027157e-04   3.18071718e-04]]
INFO:tensorflow:probabilities = [[  4.51564938e-01   1.48193389e-02   2.30989102e-02   2.76562553e-02
    4.25897911e-03   2.88147569e-01   1.70109365e-02   1.14353541e-02
    1.15656398e-01   4.63512279e-02]
 [  2.68551381e-03   1.78477576e-03   9.03876778e-03   3.33551355e-02
    4.18245234e-03   8.82607605e-03   1.27721543e-03   1.08921248e-02
    8.11498165e-01   1.16459809e-01]
 [  1.22481695e-04   9.96431231e-01   1.21427781e-03   2.62483081e-04
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 [  1.50625658e-06   4.64599492e-04   9.99328613e-01   9.27376241e-05
    3.32453310e-05   3.53546966e-05   2.28367644e-05   4.20729947e-07
    2.21517530e-06   1.83686443e-05]
 [  1.47476804e-03   9.85538840e-01   7.13085663e-03   1.80894439e-03
    3.09398776e-04   1.19581593e-04   1.63287710e-04   8.53509526e-04
    2.52061849e-03   7.99583941e-05]
 [  6.37596349e-06   6.12146732e-06   3.20303789e-03   4.15492104e-06
    6.67336455e-04   1.68545084e-05   9.95992243e-01   5.40828395e-08
    9.15586861e-05   1.23124564e-05]
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    9.75195825e-01   2.88901560e-04   9.28078880e-05   1.39300618e-03
    1.91970932e-04   2.26319730e-02]
 [  1.29471846e-05   6.93312706e-03   3.36619955e-03   8.70275591e-03
    1.08781742e-05   3.35057780e-06   5.30358548e-08   9.79542971e-01
    9.96261588e-05   1.32812967e-03]
 [  6.05838250e-05   4.47883122e-06   4.43136742e-05   1.46068356e-04
    5.97232580e-02   3.97983793e-04   3.55893826e-05   1.06852443e-03
    5.66738134e-04   9.37952459e-01]
 [  1.13958484e-02   1.01387292e-01   9.13843215e-02   8.12247917e-02
    3.79577637e-01   2.99715530e-02   1.17534595e-02   1.99747737e-02
    1.24240890e-01   1.49089426e-01]
 [  4.68845565e-06   1.36002484e-06   2.71813874e-03   5.37949800e-03
    1.13172307e-08   1.30916226e-06   1.11267950e-09   9.84525025e-01
    2.90180128e-06   7.36706331e-03]
 [  2.84833623e-05   5.94161065e-06   8.26651405e-04   2.15289710e-05
    9.95521069e-01   1.95637782e-04   1.39020791e-04   1.40973425e-03
    1.84035925e-05   1.83351489e-03]
 [  1.86628279e-06   9.98018146e-01   5.93612458e-05   3.50766379e-04
    8.68060233e-05   6.89819444e-06   4.28285966e-06   1.18180213e-03
    1.71308930e-04   1.18701937e-04]
 [  7.16711875e-05   1.44741659e-06   1.75321082e-04   9.96787429e-01
    4.62662477e-08   2.93713273e-03   3.00982705e-08   1.97942086e-07
    1.87007900e-05   8.13179759e-06]
 [  1.29666978e-06   3.26171481e-08   4.51561791e-04   1.15993872e-08
    9.99285519e-01   6.71198165e-07   2.45064293e-04   1.68846566e-06
    1.26421110e-05   1.59673925e-06]
 [  2.23983307e-06   3.29329623e-06   3.50324117e-05   2.37014799e-04
    8.18235435e-07   4.29903002e-06   3.76393999e-10   9.98514712e-01
    1.10691990e-05   1.19147636e-03]
 [  2.48238812e-05   2.48782500e-03   2.04686052e-03   8.57530511e-04
    2.52686277e-05   5.40206529e-05   1.55085118e-07   9.91779983e-01
    5.28261124e-04   2.19531474e-03]
 [  3.95444767e-05   6.67958375e-05   4.84344600e-05   2.92572640e-05
    3.38065765e-05   4.20001248e-04   9.98879969e-01   2.96760678e-08
    4.81747586e-04   3.56870459e-07]
 [  6.92596086e-06   1.69512433e-07   1.69277303e-06   5.10085316e-04
    6.90425164e-04   8.86610451e-06   9.63022586e-08   2.67897057e-03
    4.82012611e-03   9.91282582e-01]
 [  1.38268500e-04   8.23674491e-04   5.77064930e-04   1.96585455e-03
    5.59427790e-05   1.01301317e-04   3.21547093e-04   6.83273856e-06
    9.95936513e-01   7.30140964e-05]
 [  4.47373511e-03   1.51632294e-05   3.17972712e-02   3.24824282e-06
    9.38068807e-01   1.37913070e-04   2.46854499e-02   1.07669352e-04
    5.53846825e-04   1.56929978e-04]]
INFO:tensorflow:global_step/sec: 161.749
INFO:tensorflow:loss = 0.206873, step = 18201
INFO:tensorflow:probabilities = [[  3.07733785e-06   4.50342384e-07   2.84602633e-03   9.06760525e-03
    2.38323937e-05   6.28254793e-06   7.71181590e-08   9.77775156e-01
    5.56576438e-03   4.71168710e-03]
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    2.90851085e-03   4.01121557e-01   6.46746391e-03   1.02553703e-03
    4.87424759e-03   4.51734901e-04]
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    5.97670842e-05   2.73366692e-04   6.00936573e-07   1.50330830e-02
    8.83557320e-01   7.14985505e-02]
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    1.09032001e-07   1.07989879e-04   2.06550208e-08   7.92133790e-08
    1.23816921e-04   2.61658829e-06]
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    8.08088225e-04   2.61766673e-03   9.93155003e-01   8.07225092e-07
    7.25688296e-04   7.19592663e-06]
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    8.36282834e-06   8.90547017e-06   6.15867320e-05   3.46449851e-05
    2.21844856e-03   8.79309391e-06]
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    8.03073347e-01   1.10765472e-02   4.23207134e-02   3.45235947e-03
    3.22116353e-03   1.02423884e-01]
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    1.45106969e-05   1.15152868e-03   2.96206122e-06   3.30965854e-02
    1.21801160e-03   2.12573772e-03]
 [  4.17811971e-04   9.29641537e-03   2.29703044e-04   2.10483020e-04
    6.61062896e-02   1.13227870e-02   8.70875597e-01   1.86808247e-05
    4.14639264e-02   5.83490582e-05]
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    4.44373721e-03   2.20691691e-05]
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    1.82575807e-02   2.05819849e-02]
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    3.09098919e-04   1.07703905e-04]
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    9.60370095e-09   1.34141249e-08   1.71808234e-09   4.52749873e-07
    3.61615378e-08   9.26202048e-09]
 [  8.26676784e-04   2.76047763e-06   7.09260069e-03   4.79544094e-03
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    9.83424008e-01   1.31397019e-03]
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    3.00908374e-04   1.16384529e-01   7.49498280e-03   1.41246535e-04
    8.69939208e-01   2.06522163e-04]
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    1.06842208e-07   2.93963822e-04   7.91206045e-10   6.72158785e-06
    8.38469132e-04   8.92949384e-03]
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    3.16873283e-09   1.53633056e-03   1.27537533e-05   1.52943130e-06
    7.47286776e-06   6.25145276e-06]
 [  7.92663104e-06   7.22803525e-05   2.05910237e-05   1.93102809e-03
    2.30174349e-03   3.02749395e-04   7.11740029e-07   4.87838686e-03
    2.92621291e-04   9.90191936e-01]
 [  1.88700258e-04   9.37920809e-01   2.36698845e-03   7.25543173e-03
    1.42769568e-04   1.11247236e-05   4.19492484e-04   5.97760547e-04
    5.08848280e-02   2.12249637e-04]
 [  1.86673005e-05   2.70432513e-03   1.06183277e-03   7.83559299e-05
    3.37101426e-03   3.08890769e-04   9.92119074e-01   1.54492432e-06
    3.29350092e-04   6.80710036e-06]
 [  1.13424212e-04   4.49882054e-06   4.04130173e-04   4.14281240e-04
    9.46047203e-06   1.24201673e-04   2.43299354e-08   9.92260277e-01
    4.26537690e-06   6.66548498e-03]
 [  8.20927671e-04   5.26800472e-03   1.51482737e-03   2.07732730e-02
    9.35976550e-06   4.61131058e-05   2.03055039e-04   8.84828842e-06
    9.70931590e-01   4.23934398e-04]
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    3.69514455e-04   2.22272115e-06]
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    1.30605036e-02   4.32387181e-03]
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    3.52824721e-08   2.71994126e-04   1.29815936e-09   3.09348729e-06
    7.17066796e-05   5.76832499e-05]
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    2.63729395e-04   9.96593893e-01]
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    4.09864879e-06   5.23786934e-04]
 [  9.98135686e-01   4.84046225e-08   5.66637245e-05   4.05668175e-07
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    1.44280129e-04   9.96967137e-01]
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    5.15245949e-04   9.94861901e-01]
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    1.61066791e-03   6.17997284e-05]
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    2.01068018e-02   4.82689887e-02]
 [  3.11531185e-04   2.14145542e-03   7.37633309e-05   3.53922765e-03
    1.50497517e-05   9.89624560e-01   1.77258975e-04   2.76977359e-03
    1.18049362e-03   1.66780999e-04]
 [  1.91135053e-03   2.27484052e-05   1.91190361e-06   9.26830806e-04
    6.19304410e-06   8.94836903e-01   1.65990855e-07   8.40281993e-02
    3.93646350e-03   1.43291969e-02]
 [  2.08484607e-06   9.01938074e-06   3.20344348e-03   9.55626660e-04
    4.55989344e-08   3.63955260e-05   8.64029612e-11   9.78936970e-01
    7.05679599e-03   9.79961641e-03]
 [  2.61103978e-05   1.22879026e-03   6.36235345e-04   1.65750384e-02
    9.57022667e-01   3.56473378e-03   1.51946108e-04   1.39019266e-03
    7.93414749e-03   1.14701847e-02]
 [  6.29076641e-03   2.98626628e-03   9.08441900e-04   4.05127974e-03
    3.98808013e-04   3.15341026e-01   1.34598622e-02   2.62236048e-04
    6.54237330e-01   2.06403132e-03]
 [  9.95048106e-01   2.87932971e-06   2.48887180e-03   5.73472062e-05
    7.32091285e-05   5.21063375e-05   1.50490471e-03   4.05977989e-05
    5.72704244e-04   1.59425457e-04]
 [  2.19086496e-06   1.83880417e-07   1.21987818e-04   5.59705441e-05
    5.33190878e-08   2.82973087e-06   1.50921130e-06   1.13506921e-07
    9.99810874e-01   4.29056900e-06]
 [  2.59450462e-04   8.78096384e-04   3.43283260e-04   7.30678294e-05
    9.90455568e-01   1.11705961e-03   8.10702273e-04   1.81940931e-03
    4.33025911e-04   3.81034473e-03]
 [  1.98873598e-03   9.48551670e-02   1.82225797e-02   8.50351274e-01
    2.41076214e-05   2.38893088e-02   1.61642453e-03   4.28806452e-05
    8.99607595e-03   1.35163446e-05]
 [  1.89721447e-06   6.02360728e-07   6.33060699e-06   1.20235182e-08
    9.99854445e-01   1.01450623e-05   8.11395730e-05   7.30673446e-06
    9.88977717e-07   3.71948772e-05]
 [  2.12419382e-03   5.34792562e-05   7.26607512e-04   4.01236955e-03
    3.68253491e-03   3.17116524e-03   7.35051208e-06   3.42883438e-01
    2.55215587e-03   6.40786707e-01]
 [  9.37164068e-01   1.39678436e-04   3.17446627e-02   1.40424189e-03
    2.57619467e-06   2.89001241e-02   1.51857193e-05   9.54001007e-06
    1.20509038e-04   4.99529357e-04]
 [  9.11334155e-06   9.97426450e-01   6.73958493e-05   1.38958087e-04
    1.09901985e-05   4.29459687e-05   2.92371278e-05   1.96034642e-04
    2.04243488e-03   3.63797044e-05]
 [  4.73831534e-07   1.43243069e-05   1.25568440e-05   9.99722779e-01
    8.62767422e-08   1.83929747e-04   7.54096341e-09   7.45788668e-07
    4.77565191e-05   1.72919608e-05]
 [  2.24254746e-03   1.09208487e-02   3.82773243e-02   2.83711869e-03
    2.17288104e-03   4.41556585e-05   9.54062416e-05   1.51032663e-03
    9.33023572e-01   8.87574628e-03]
 [  1.85545105e-06   7.37584145e-08   3.97341637e-06   1.28602790e-06
    1.17602085e-05   2.65481303e-05   6.02234039e-04   7.05262237e-10
    9.99345243e-01   7.05558341e-06]
 [  1.89914681e-06   1.70127555e-06   3.18800630e-06   8.88922877e-05
    2.34833146e-06   9.99120891e-01   4.88424557e-05   6.82311281e-07
    7.22737808e-04   8.84863312e-06]
 [  4.32124871e-05   1.44312426e-05   7.92603474e-03   9.90639210e-01
    2.04776455e-07   6.82192214e-04   1.23122754e-06   1.10586495e-06
    6.03211869e-04   8.91905584e-05]
 [  7.06419305e-05   4.40721815e-05   2.02505089e-05   3.64568084e-04
    4.57480610e-06   9.98132050e-01   1.58583316e-05   1.01431826e-04
    1.16157276e-03   8.51252335e-05]
 [  9.99447184e-06   4.48930441e-05   1.76106492e-04   1.02420384e-03
    3.55262384e-02   4.71860822e-03   4.59234798e-05   1.29321008e-04
    2.02805717e-02   9.38044131e-01]
 [  1.48673324e-04   9.95834231e-01   3.59475991e-04   1.01031299e-04
    4.90928105e-05   1.77200418e-05   1.13059519e-04   2.45829299e-03
    6.44115382e-04   2.74360063e-04]
 [  2.47389994e-06   2.02567389e-05   1.63002434e-04   9.98861074e-01
    6.45041283e-08   9.36150434e-04   2.47950879e-07   4.33646903e-07
    1.39610765e-05   2.22749873e-06]
 [  1.88908132e-03   1.39371832e-05   1.63382955e-03   6.84439365e-05
    4.61575352e-02   4.08379082e-03   1.58044480e-04   9.09298006e-03
    4.44678182e-04   9.36457694e-01]
 [  3.00468564e-05   6.84873899e-04   4.71969182e-03   2.49707531e-02
    2.95825316e-06   4.87931429e-05   7.59137819e-08   9.66168940e-01
    1.34684684e-04   3.23916902e-03]
 [  2.36546975e-06   9.06891003e-03   9.89932179e-01   1.08059132e-04
    1.05836261e-06   2.43043792e-06   1.15881107e-06   1.64609359e-04
    7.16988172e-04   2.07730977e-06]
 [  2.11198741e-04   4.11571564e-05   1.91446656e-04   2.87465841e-01
    4.39777978e-05   2.47739181e-02   8.12880387e-07   8.80240276e-03
    2.77142286e-01   4.01326984e-01]
 [  1.51150644e-07   1.08661870e-05   1.09020693e-05   3.44067521e-04
    4.71099699e-03   1.33647583e-03   1.77761635e-07   9.45011675e-01
    4.29727479e-05   4.85317782e-02]
 [  1.20622724e-06   2.93821523e-09   1.58119481e-04   8.71596603e-06
    9.72668772e-07   5.68066866e-07   1.57949387e-07   1.92850530e-06
    9.99773562e-01   5.47877135e-05]
 [  1.07383175e-05   3.70308953e-07   1.07009837e-05   8.11064780e-08
    9.97192800e-01   1.63517598e-05   1.47424158e-04   6.46269036e-05
    8.74566555e-04   1.68226543e-03]
 [  7.13125337e-06   5.20570666e-06   2.31288504e-05   2.37649074e-05
    1.50091000e-06   9.27516303e-05   9.16972203e-06   2.19183264e-07
    9.99825656e-01   1.14076174e-05]
 [  1.38450048e-06   5.50325638e-07   2.60709317e-06   2.51069723e-05
    6.76337862e-04   1.47392175e-05   8.00851208e-09   7.52520002e-03
    2.60294444e-04   9.91493702e-01]
 [  2.62554251e-02   1.71346604e-04   4.11431160e-04   3.68814857e-04
    2.90518965e-05   8.95674288e-01   2.69238080e-05   2.29294874e-05
    7.68316761e-02   2.08024983e-04]
 [  1.24788846e-06   1.23876202e-06   8.59636348e-05   3.33874923e-04
    7.05543300e-07   6.77692515e-05   1.26462074e-09   9.98495698e-01
    5.33770544e-05   9.60236066e-04]
 [  2.06159358e-03   1.99298506e-06   1.81432324e-03   9.34458897e-03
    1.95683984e-04   5.05341217e-03   6.73234579e-04   9.55620817e-06
    9.77306068e-01   3.53954430e-03]
 [  4.82779171e-04   2.74961094e-05   3.63568752e-03   3.05139180e-03
    3.66425491e-04   1.42143376e-03   3.47198104e-04   2.15595828e-05
    9.88176882e-01   2.46910658e-03]
 [  3.79753146e-05   2.45981384e-03   4.20410768e-04   1.35374095e-04
    9.91042733e-01   3.12569056e-04   5.17859764e-04   6.22164342e-04
    6.83376420e-05   4.38276120e-03]
 [  2.29063164e-03   2.87990173e-04   2.14129643e-04   3.00069619e-03
    4.64303419e-02   2.83256802e-03   2.14570784e-04   1.65464189e-02
    8.91060219e-04   9.27291572e-01]
 [  1.66380632e-05   9.97614980e-01   3.75781878e-04   3.72205570e-04
    8.97670543e-05   1.00947791e-05   2.18167338e-06   2.81187822e-04
    1.21570413e-03   2.14931370e-05]
 [  3.02746656e-07   3.85277232e-09   6.43399503e-08   3.64479405e-04
    1.15379329e-07   9.99615550e-01   2.41149337e-07   4.70873562e-09
    1.59418414e-05   3.24752523e-06]
 [  8.37485004e-06   1.97896123e-04   6.18545432e-03   4.72002178e-02
    2.49178129e-06   5.27091788e-06   7.81200882e-09   9.39223945e-01
    3.66381719e-03   3.51257971e-03]]
INFO:tensorflow:probabilities = [[  3.11819463e-06   2.09570615e-04   9.98248339e-01   3.99745448e-04
    2.18868172e-05   3.86075180e-06   2.89753625e-05   9.92213259e-04
    9.24733686e-05   4.44676722e-08]
 [  1.36253959e-03   9.25461531e-01   3.29131400e-03   2.47763144e-03
    2.83784582e-04   1.56374983e-04   2.36528111e-03   1.01395743e-03
    6.24259934e-02   1.16178754e-03]
 [  2.01779464e-03   6.09281824e-06   2.83748144e-03   7.66950077e-04
    9.71032023e-01   4.80468094e-04   3.16420657e-04   6.25010813e-04
    1.46516750e-03   2.04525851e-02]
 [  3.24643079e-05   9.97349262e-01   7.11151515e-04   5.54039783e-04
    1.98438123e-04   1.01079822e-05   2.25574666e-04   4.81055700e-04
    3.85028834e-04   5.30026155e-05]
 [  2.29815792e-04   9.29883172e-05   1.89859769e-04   1.10781298e-03
    8.12643841e-02   2.37908564e-03   6.50306629e-06   2.27377653e-01
    2.56226980e-04   6.87095642e-01]
 [  5.43419737e-03   1.69514846e-02   2.84010055e-03   7.50334918e-01
    4.64971090e-05   1.44866884e-01   2.28063706e-02   4.61183527e-06
    5.66475652e-02   6.72629103e-05]
 [  2.79213607e-01   3.86231346e-04   3.62232001e-03   9.71929112e-04
    2.47328480e-05   1.36365995e-01   5.77885091e-01   1.97942973e-05
    1.05309510e-03   4.57229064e-04]
 [  7.73869768e-09   7.55632144e-08   7.50141635e-06   9.99965787e-01
    3.52492902e-09   1.26463628e-05   1.66047190e-10   1.61855212e-06
    1.60999252e-06   1.06286061e-05]
 [  1.02749029e-04   6.55428797e-04   2.88247888e-04   2.24764008e-04
    9.51490343e-01   9.16728051e-04   7.44528091e-03   4.08953289e-04
    1.08738441e-03   3.73801365e-02]
 [  3.31638830e-07   8.51749817e-08   1.88029048e-06   3.65926070e-07
    9.98363554e-01   8.40452856e-07   9.56144140e-06   1.04241546e-04
    8.93538254e-06   1.51031010e-03]
 [  3.69360874e-04   4.53379334e-06   4.73153996e-05   4.04133025e-05
    1.87427759e-05   9.88200400e-03   1.30818285e-06   2.09760168e-04
    9.85841513e-01   3.58510157e-03]
 [  1.46580872e-03   2.06788856e-04   9.64721024e-01   3.08998656e-02
    1.05397264e-03   5.14582323e-04   2.34634426e-04   6.26905094e-05
    5.86706039e-04   2.53981823e-04]
 [  4.26060360e-05   1.51877813e-07   3.09428401e-06   3.66030254e-05
    3.12003726e-06   7.85147905e-01   2.01220493e-04   1.33119485e-07
    2.14551106e-01   1.41592036e-05]
 [  3.42114246e-04   9.92022514e-01   1.72720395e-03   2.32034334e-04
    8.72825272e-04   3.28416209e-05   7.22169178e-04   2.99252453e-04
    3.69251450e-03   5.65478877e-05]
 [  7.68362042e-06   1.75444784e-05   1.20821305e-05   1.52931170e-06
    9.99219179e-01   1.75304696e-04   1.46958206e-04   1.61872929e-04
    7.84305739e-05   1.79399634e-04]
 [  3.47092937e-05   1.80989417e-04   3.74850910e-03   5.45965857e-04
    3.53331998e-04   3.14392644e-04   1.84706310e-04   3.43489482e-05
    9.93969202e-01   6.33805466e-04]
 [  2.48084922e-04   8.54344671e-06   9.89587206e-05   3.41107341e-04
    1.05772806e-07   9.97208893e-01   3.88729904e-06   2.91640208e-06
    2.07360834e-03   1.37502047e-05]
 [  1.14801878e-06   1.06221250e-06   2.57287343e-06   2.22736096e-04
    1.49532156e-02   5.63829744e-05   2.60385320e-07   2.32406514e-04
    4.75842768e-04   9.84054387e-01]
 [  9.64632165e-03   2.30873731e-04   4.06941806e-04   4.22284985e-03
    1.10827591e-02   1.26188144e-01   7.25627661e-01   4.53933280e-05
    1.19969182e-01   2.57979124e-03]
 [  6.11267623e-08   1.38519498e-08   1.07779106e-05   1.65322189e-09
    9.99753296e-01   4.12251126e-07   2.32994207e-04   6.83469139e-08
    6.89392607e-07   1.67896746e-06]
 [  3.22652838e-08   5.24267489e-06   3.62952633e-05   9.99764740e-01
    2.66184380e-10   1.89960963e-04   3.81334608e-09   3.61213282e-09
    3.61454022e-06   1.63728231e-07]
 [  9.72820199e-05   2.00621184e-06   1.79424278e-05   2.01209070e-04
    4.52856049e-02   1.86769362e-03   1.87212595e-06   8.29359237e-03
    5.43272006e-04   9.43689525e-01]
 [  9.92591977e-01   2.11585325e-06   5.40129549e-04   6.02884529e-06
    3.61664490e-07   6.31438103e-03   1.30347995e-04   1.22655365e-06
    4.10920096e-04   2.53668622e-06]
 [  3.42274259e-04   2.24359594e-02   7.47574747e-01   2.13605240e-02
    1.51081070e-01   6.10196358e-03   3.35968584e-02   2.51457659e-05
    1.73962209e-02   8.50705983e-05]
 [  9.92619455e-01   9.92938340e-07   1.83619000e-03   6.24453742e-06
    6.84988919e-08   1.45414670e-04   5.11434209e-03   9.79925208e-09
    2.77037587e-04   2.90888153e-07]
 [  3.58867436e-03   1.05748286e-05   2.59189343e-04   5.85452802e-02
    3.77768010e-04   7.57156849e-01   1.09869256e-06   6.19025063e-03
    1.54557154e-01   1.93132572e-02]
 [  3.62062025e-07   7.38047845e-08   9.87795488e-07   9.93204594e-05
    9.20990573e-08   2.31411286e-06   1.36900991e-10   9.99880075e-01
    4.62335123e-07   1.63687018e-05]
 [  3.09426287e-05   9.99282539e-01   1.75232068e-04   3.73069597e-05
    2.31670929e-05   7.48202729e-06   1.19487559e-05   2.82265566e-04
    1.32481669e-04   1.66178506e-05]
 [  1.85060932e-03   2.25000569e-08   4.13939051e-05   1.17700565e-05
    1.91370444e-03   1.59015675e-04   1.70919054e-06   6.78307051e-03
    2.33283296e-01   7.55955398e-01]
 [  5.12408151e-05   9.45206463e-01   3.15131433e-03   3.21780937e-03
    4.90532664e-04   5.66855533e-06   1.86461148e-05   4.67986725e-02
    6.50014728e-04   4.09726228e-04]
 [  3.02390731e-03   1.08330729e-04   1.01593342e-02   1.73366517e-02
    5.79170301e-04   1.71466365e-01   3.04958503e-05   3.69373523e-02
    4.50955778e-01   3.09402674e-01]
 [  9.91785169e-01   6.15572560e-07   6.35237084e-05   5.13894811e-05
    6.29652959e-06   7.63074495e-03   2.49122822e-05   2.18643778e-04
    9.69078319e-05   1.21722973e-04]
 [  1.05779222e-03   8.51783812e-01   2.46529514e-03   6.56420016e-04
    2.87908874e-03   1.56963924e-05   1.30067550e-04   2.03114608e-03
    1.38642445e-01   3.38239071e-04]
 [  4.22546553e-04   1.11909765e-06   7.04572740e-05   2.03376767e-04
    4.35411130e-06   9.82639074e-01   1.06783273e-05   9.84337476e-07
    1.66191440e-02   2.81862285e-05]
 [  1.94771375e-04   9.99473631e-01   5.90756063e-05   1.01153273e-04
    1.01105479e-05   1.32738141e-05   3.97492586e-05   5.49253782e-05
    4.98914123e-05   3.39228882e-06]
 [  5.24613191e-04   7.88688158e-06   4.23975835e-05   1.43054183e-06
    4.69264254e-04   2.48024244e-05   9.98926103e-01   4.56467063e-07
    8.21956576e-07   2.18321384e-06]
 [  5.04723721e-05   1.74740114e-06   8.63355308e-06   6.69514947e-03
    4.52858349e-03   4.06089518e-03   5.74526837e-07   1.56876426e-02
    5.30868827e-04   9.68435407e-01]
 [  2.29726288e-06   1.01163323e-06   9.99945760e-01   4.60739539e-05
    1.52418238e-08   1.67169287e-06   5.47288046e-08   2.60248453e-06
    4.56879434e-07   2.13519726e-08]
 [  4.23688380e-06   4.17072528e-07   3.33959832e-07   3.53341275e-05
    9.08865966e-03   7.15144633e-05   6.42252701e-07   3.04382320e-05
    9.95842493e-05   9.90668833e-01]
 [  1.91074432e-04   1.10914134e-05   9.16205823e-01   7.43391439e-02
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    1.04953697e-05   9.47231892e-04]
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    7.12509654e-06   6.87455326e-07]
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    3.91738513e-06   6.65022890e-05]
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    5.38459308e-02   1.02787754e-02]
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    1.63798069e-03   1.72566587e-07]
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    1.26133100e-05   4.20550164e-03]
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    3.73240923e-08   3.52436618e-05   7.70090082e-06   2.82674847e-07
    9.99587595e-01   6.60135265e-05]
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    1.92393269e-03   8.64205323e-03   9.72000718e-01   2.74616878e-06
    2.24230159e-03   4.61683740e-05]
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    2.14996631e-04   4.48165156e-05]
 [  1.82517442e-06   2.79803203e-07   7.84445584e-01   4.36376540e-05
    3.36922967e-04   9.22113395e-06   2.15115875e-01   2.37775675e-05
    2.27622731e-05   2.23705658e-08]
 [  1.15452558e-05   2.47440468e-08   3.85319048e-08   1.68799146e-04
    1.24349768e-07   9.99746382e-01   8.54122118e-06   1.12834242e-09
    4.76098539e-05   1.69293853e-05]
 [  2.88356154e-04   3.97520125e-05   8.73194251e-04   1.32929881e-05
    3.34201031e-03   9.87479627e-01   2.66125263e-03   1.17197724e-05
    5.28679183e-03   4.04929870e-06]
 [  1.13288443e-05   9.97905374e-01   1.41886689e-04   4.42789060e-05
    1.07539672e-05   1.17923901e-06   1.18250000e-05   9.82235186e-04
    8.50292505e-04   4.09138556e-05]
 [  1.30281196e-05   1.13658537e-03   1.37463707e-04   7.27685215e-03
    1.34332315e-03   9.89771307e-01   3.87826622e-05   4.67064865e-06
    1.58803407e-04   1.19058102e-04]
 [  9.96485949e-01   1.45131210e-07   2.12916988e-04   1.07548578e-06
    2.82492749e-07   1.47392950e-03   1.82034378e-03   8.02656430e-08
    4.66940401e-06   6.92941740e-07]
 [  1.61581949e-04   3.49687674e-04   9.74815726e-01   5.95822989e-04
    6.37411547e-04   2.33342173e-04   2.11003193e-04   6.49832436e-05
    2.17172354e-02   1.21318863e-03]
 [  2.87527160e-04   9.98063624e-01   1.21333425e-04   7.04215199e-05
    2.20357269e-05   1.14261202e-05   2.88228330e-04   1.04230210e-04
    1.00786996e-03   2.32315215e-05]]
INFO:tensorflow:global_step/sec: 161.091
INFO:tensorflow:loss = 0.0907636, step = 18301
INFO:tensorflow:probabilities = [[  9.05803777e-03   4.11975016e-05   9.29740141e-04   5.55885257e-04
    9.87173244e-03   5.37408749e-03   9.24120559e-06   9.57503557e-01
    3.56708770e-05   1.66208111e-02]
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    1.17417460e-03   4.73634609e-05   2.41228321e-07   6.88565720e-04
    1.65147387e-04   9.97812986e-01]
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    4.18577780e-04   2.12794359e-04   3.84201820e-04   7.46216951e-03
    8.91388021e-03   1.97094472e-04]
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    2.56866485e-07   7.69588979e-08   2.33563242e-06   2.46350078e-06
    4.98165791e-05   3.81259667e-07]
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    3.87700796e-02   3.12632183e-04   3.15858847e-06   6.72200089e-03
    2.85144168e-04   9.53183413e-01]
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    1.79860892e-03   7.62726530e-04   4.41556637e-07   2.74414022e-04
    9.97077674e-04   9.95702326e-01]
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    3.01891845e-07   6.28766486e-07   3.77202818e-11   9.99848247e-01
    4.25711141e-06   1.35851151e-04]
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    1.56733135e-04   3.44816013e-04   2.29638943e-04   5.99536172e-04
    6.92099473e-03   3.14615841e-04]
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    1.57511662e-04   9.70423844e-06]
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    9.51953650e-01   4.47639904e-04]
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    1.15340564e-03   1.40532455e-03]
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    5.64542191e-08   4.50919333e-06   3.53851462e-11   9.99440134e-01
    1.67944393e-06   4.03360697e-04]
 [  3.07100272e-04   4.64882731e-04   2.31572805e-04   1.78414455e-04
    2.58937769e-04   1.25873880e-03   9.94807184e-01   6.80923449e-07
    2.48086802e-03   1.16618103e-05]
 [  4.04291146e-04   2.29312733e-04   1.98983878e-04   9.02563566e-04
    1.44047188e-02   9.35294316e-04   1.71020201e-05   1.02746852e-01
    7.60108698e-04   8.79400730e-01]
 [  3.86356561e-07   2.45557175e-07   2.64767823e-06   9.99658704e-01
    5.57891042e-07   1.38015777e-04   3.70522351e-08   2.88253403e-08
    1.16553034e-04   8.28305128e-05]
 [  2.64534331e-03   3.49258073e-04   2.13434082e-03   3.69253277e-04
    3.95304430e-03   1.46825258e-02   9.05777931e-01   4.56342350e-05
    6.94686100e-02   5.74012753e-04]
 [  1.79791125e-03   2.46465497e-04   8.35536957e-01   9.46540851e-04
    5.99052086e-02   3.28021380e-03   1.49768442e-02   5.60444742e-02
    3.24966415e-04   2.69404463e-02]
 [  9.94218588e-01   6.08153277e-06   1.56399165e-03   1.14539856e-04
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    4.42247947e-05   7.80391856e-04   8.06801665e-08   9.83319938e-01
    2.21547089e-05   1.56321917e-02]
 [  9.98963475e-01   4.50618742e-08   5.67712159e-05   3.07281240e-08
    7.57828467e-10   9.71980568e-04   3.89835623e-06   1.57503408e-07
    3.27296698e-06   4.39986081e-07]
 [  2.86470004e-05   6.85138866e-06   1.75722453e-04   4.62573348e-03
    1.00281897e-04   3.41697643e-03   2.61826081e-05   5.09748179e-06
    9.90797520e-01   8.17007327e-04]]
INFO:tensorflow:probabilities = [[  5.95281526e-05   5.68277301e-07   2.31360056e-04   9.85308725e-05
    1.34870120e-07   9.98415232e-01   4.09771155e-06   5.40850237e-07
    1.17910316e-03   1.08094055e-05]
 [  1.86584099e-08   3.77420685e-04   7.19695527e-04   1.15746213e-02
    3.48542635e-05   3.04615901e-06   9.50575227e-08   9.87224460e-01
    1.02624199e-05   5.55646366e-05]
 [  2.60164888e-05   3.77083256e-06   1.31510478e-05   1.17817290e-04
    8.88393261e-05   1.02211934e-05   2.22571761e-09   8.93663466e-01
    1.84670935e-05   1.06058285e-01]
 [  1.48389836e-05   9.68298446e-06   1.41145967e-04   5.13588544e-04
    5.01832183e-05   2.11381819e-04   1.11385074e-04   6.54667610e-06
    9.98259127e-01   6.82131504e-04]
 [  4.83229269e-06   9.92205679e-01   5.60460358e-05   1.14829303e-03
    1.12355301e-04   2.21366481e-05   3.95516836e-05   2.52196356e-03
    3.66145861e-03   2.27681972e-04]
 [  2.21274149e-05   9.92707789e-01   1.65425800e-03   6.76220865e-04
    3.25745367e-03   1.32102048e-06   1.99577000e-04   8.90161726e-04
    5.66272822e-04   2.49999375e-05]
 [  4.81659867e-04   9.72960770e-01   1.40696280e-02   4.68523329e-04
    3.89644760e-04   2.42291844e-05   1.43400882e-03   8.80293665e-04
    9.26481374e-03   2.63661041e-05]
 [  3.13477474e-04   9.93359149e-01   1.59228733e-03   6.92643283e-04
    2.16586690e-04   7.50573599e-05   1.15357072e-03   6.07171445e-04
    1.93518447e-03   5.49625984e-05]
 [  5.48721901e-10   4.77929689e-06   2.85142596e-05   9.99965429e-01
    7.82689691e-10   1.28013176e-06   8.99969077e-09   1.79647297e-10
    4.75308291e-08   7.56343432e-10]
 [  1.44100588e-04   4.18538912e-06   6.86956482e-05   8.97677091e-06
    2.80181121e-04   1.07443938e-03   9.97348785e-01   8.79831816e-08
    1.06264057e-03   7.90230843e-06]
 [  1.07942316e-04   6.43071144e-06   9.30514216e-06   9.43605264e-04
    6.76820660e-03   6.15163296e-02   1.73150590e-06   8.99489462e-01
    4.03074140e-04   3.07539329e-02]
 [  1.94812528e-04   1.65886618e-03   1.48440171e-02   5.37118912e-01
    7.52266380e-04   4.31406707e-01   5.89841884e-03   8.80086794e-04
    6.46479055e-03   7.81127426e-04]
 [  6.47522702e-09   1.12218072e-06   4.69328779e-06   2.60162851e-05
    7.98308264e-09   5.71094922e-08   6.60209777e-12   9.99938607e-01
    4.03505652e-07   2.90808912e-05]
 [  8.20529589e-04   1.49921225e-02   9.92363840e-02   5.18266223e-02
    2.45596934e-03   1.68840983e-04   5.69807053e-05   7.76160240e-01
    2.63355933e-02   2.79467180e-02]
 [  1.73276078e-06   1.59047102e-06   3.62475043e-06   7.41013764e-07
    4.54526999e-05   1.21852117e-05   9.99928594e-01   1.34568667e-08
    5.55667066e-06   4.77885408e-07]
 [  9.50156212e-01   5.30258076e-05   1.53403590e-03   3.46731453e-04
    1.00078170e-04   3.03542819e-02   2.53148773e-03   4.79727658e-03
    4.85030841e-03   5.27646346e-03]
 [  2.59665772e-03   5.87071059e-04   1.88068618e-04   5.71388344e-04
    6.22419454e-03   9.00111318e-01   2.13402417e-02   3.39828199e-03
    6.20303079e-02   2.95254891e-03]
 [  3.18150938e-07   1.63397399e-05   2.83335362e-06   9.96775329e-01
    1.38977327e-06   2.78024026e-03   5.15959471e-07   2.97317104e-08
    1.82687319e-04   2.40388152e-04]
 [  7.27984079e-05   9.90409732e-01   9.67099681e-04   6.77516335e-04
    3.10652889e-04   4.92474355e-05   3.18157836e-04   4.48491162e-04
    6.65604975e-03   9.02315805e-05]
 [  2.70423417e-09   1.09847326e-06   5.83129759e-06   9.99978900e-01
    2.82495716e-09   3.46180286e-06   1.71919368e-10   1.76567170e-07
    9.99074564e-06   5.95757911e-07]
 [  9.11112147e-06   4.17978572e-06   1.99729020e-05   5.77511732e-04
    1.09220391e-05   9.97752368e-01   6.44900429e-05   7.90857513e-08
    1.44353497e-03   1.17805022e-04]
 [  5.55323732e-06   1.51517452e-05   4.72052161e-05   7.22484037e-05
    9.90826070e-01   4.33252171e-05   3.68190172e-06   2.01306859e-04
    1.42556780e-06   8.78400169e-03]
 [  5.12732231e-06   2.74659596e-05   9.86846745e-01   9.86979358e-05
    1.81237978e-04   4.95831155e-05   9.95906815e-03   2.32411688e-03
    5.05734468e-04   2.20897186e-06]
 [  2.56911828e-03   4.01606826e-07   4.01237840e-03   3.28646303e-04
    7.65726436e-05   7.56926675e-05   5.30912541e-04   7.02721650e-07
    9.91623342e-01   7.82256015e-04]
 [  9.89122689e-01   6.14772262e-06   5.32989996e-03   2.25740041e-05
    5.70780714e-04   9.59637691e-04   1.51826441e-03   1.46028877e-04
    5.86210983e-04   1.73783419e-03]
 [  1.59083015e-06   1.57136611e-07   3.32891801e-07   1.03767750e-04
    6.23355806e-03   1.65887068e-05   6.67874502e-08   2.03312971e-04
    6.29741116e-05   9.93377626e-01]
 [  1.58602654e-06   9.79867982e-05   6.21828344e-03   3.43676336e-04
    1.05850319e-04   9.27379745e-07   4.65808014e-08   9.91131127e-01
    5.01130016e-05   2.05040001e-03]
 [  3.98650627e-07   1.47625722e-03   1.11993607e-02   9.86491203e-01
    3.32845303e-07   2.48650846e-04   3.21618222e-06   1.00020918e-06
    5.79678221e-04   3.21259215e-08]
 [  6.58850530e-09   9.96993990e-08   4.20075912e-06   2.11995328e-04
    5.31205274e-07   6.55768986e-07   2.79553568e-11   9.92720485e-01
    1.48963867e-04   6.91302400e-03]
 [  2.70912551e-06   3.02332810e-05   1.86675723e-04   1.51641360e-02
    4.90290549e-05   5.86877926e-04   1.15853118e-06   1.11519503e-05
    9.81070042e-01   2.89794430e-03]
 [  9.99395847e-01   1.15644426e-07   3.30583891e-04   1.54883185e-06
    9.68530117e-07   1.73287845e-04   3.57787462e-06   2.08842011e-05
    3.29154245e-05   4.03092126e-05]
 [  3.34198994e-04   9.82507288e-01   2.31799274e-03   6.60476740e-04
    4.84580919e-03   1.37593292e-04   3.23493674e-04   6.76607154e-03
    1.60020916e-03   5.06869867e-04]
 [  3.37259989e-05   1.05112294e-05   1.43751933e-03   6.13369863e-04
    8.49825738e-05   3.29725593e-01   6.62059665e-01   4.12151257e-06
    5.58624044e-03   4.44284262e-04]
 [  1.20521901e-04   9.30911654e-07   2.03663629e-04   4.42261698e-05
    1.23225900e-05   3.23808519e-03   1.65199901e-06   5.24406687e-06
    9.95078564e-01   1.29472092e-03]
 [  4.74401604e-05   2.62070407e-05   2.66756138e-06   1.45400641e-03
    2.43450305e-03   1.35483069e-03   7.31773468e-08   3.53337049e-01
    4.66868543e-04   6.40876412e-01]
 [  2.19336857e-06   4.80362905e-05   9.25399763e-06   4.09431104e-03
    4.98574704e-01   8.41919053e-03   1.94913213e-04   6.42622542e-03
    2.20599860e-01   2.61631370e-01]
 [  1.15943362e-06   5.61855586e-06   6.63173967e-04   9.99178946e-01
    2.45036603e-07   1.09656619e-04   3.02669832e-07   2.84130863e-07
    2.61456007e-05   1.43314728e-05]
 [  7.63908793e-06   2.42459919e-05   5.78820891e-06   4.08903987e-04
    1.72155350e-02   1.33042005e-04   1.90105334e-06   2.46139918e-03
    6.44865388e-04   9.79096711e-01]
 [  3.48003960e-04   8.82252178e-04   2.03375310e-01   3.87978703e-01
    1.61014868e-05   5.79186901e-03   3.98549280e-04   5.23750714e-06
    4.01202172e-01   1.71515603e-06]
 [  8.39057006e-03   1.40153294e-04   1.43004430e-03   1.92822963e-01
    1.71532010e-04   7.74737179e-01   2.04667775e-03   1.10369707e-04
    1.82182044e-02   1.93230796e-03]
 [  7.31157601e-01   1.61763965e-05   1.31980015e-03   1.68159907e-03
    6.57875091e-07   6.48536440e-03   3.69555404e-04   2.86361956e-05
    2.58850515e-01   8.99733714e-05]
 [  6.48753803e-06   1.99480837e-07   3.27360476e-06   5.18136858e-07
    9.96327341e-01   2.99123576e-06   5.67845245e-06   2.61027657e-04
    2.05383676e-05   3.37189320e-03]
 [  3.60327874e-08   5.30615398e-06   9.91585493e-01   8.40121042e-03
    1.34381208e-08   9.53557389e-07   2.12220042e-09   1.65388224e-06
    4.12401960e-06   1.20733989e-06]
 [  1.25788851e-03   9.91021454e-01   1.42142852e-03   1.95563320e-04
    5.61273249e-04   5.88717194e-05   5.90788317e-04   3.60988633e-05
    4.81323013e-03   4.33773384e-05]
 [  6.24134613e-04   1.67141305e-04   2.36258187e-04   6.69297623e-03
    8.28794762e-03   3.07063363e-03   9.76860247e-06   1.79912582e-01
    4.34788642e-04   8.00563753e-01]
 [  5.88333342e-06   7.73079989e-07   3.94324197e-05   9.79267955e-01
    1.43807322e-08   1.34340720e-04   9.85776172e-09   3.71165106e-06
    4.15390031e-03   1.63939279e-02]
 [  1.11923089e-06   3.84617568e-04   1.16245227e-03   1.46587538e-02
    1.08587548e-04   3.31224182e-05   8.54161271e-07   9.80011940e-01
    2.36855028e-03   1.27002143e-03]
 [  1.87253370e-03   6.16260692e-02   2.60994196e-01   1.20507162e-02
    6.10921606e-02   3.89387727e-01   4.44726869e-02   2.13405513e-03
    1.64561033e-01   1.80881016e-03]
 [  9.25810717e-04   1.19192700e-04   2.80751311e-03   2.59092497e-03
    1.70749670e-03   7.74267912e-01   2.13073179e-01   9.99190161e-06
    3.69497552e-03   8.03141447e-04]
 [  9.99253929e-01   7.22619919e-09   6.55596932e-06   3.55897246e-05
    3.83656662e-10   7.00612494e-04   1.36527291e-07   3.55871883e-08
    4.77685695e-08   3.06762377e-06]
 [  3.94039361e-08   7.34224841e-07   1.33080539e-05   2.02001713e-04
    9.36720198e-07   6.23150208e-06   2.97912584e-06   9.20407103e-07
    9.99771297e-01   1.57640022e-06]
 [  1.39339063e-05   7.14199132e-07   4.89075974e-05   8.11772625e-05
    1.35188884e-07   8.20904534e-05   6.02486228e-10   9.99349177e-01
    2.34488645e-04   1.89374929e-04]
 [  7.79664788e-07   1.25699296e-06   2.84158850e-05   1.29638851e-04
    1.23052573e-07   3.05068966e-06   1.38172263e-09   9.99668121e-01
    5.24957250e-06   1.63417208e-04]
 [  6.96498682e-06   4.75744031e-07   1.77399127e-03   1.50683038e-02
    1.44365786e-05   3.83882343e-06   1.15436514e-08   9.80646968e-01
    7.17892894e-04   1.76713930e-03]
 [  2.20046399e-08   1.65364881e-07   1.80430234e-07   1.43374564e-06
    2.46385792e-08   3.15763543e-07   2.47880119e-11   9.99920845e-01
    2.47736079e-06   7.44657082e-05]
 [  2.51723686e-03   5.36926091e-01   8.21119361e-03   3.96620762e-03
    7.42370030e-04   8.03565048e-03   4.27300841e-01   1.30594271e-05
    1.22477803e-02   3.95889329e-05]
 [  2.34001618e-07   6.23006216e-08   3.96964083e-07   3.74681258e-04
    7.51507978e-05   2.06853321e-04   9.37633047e-08   2.97197839e-05
    1.77520225e-04   9.99135315e-01]
 [  1.46680295e-05   9.75491548e-06   1.06963344e-05   1.70573156e-04
    3.26483205e-05   7.41757176e-05   1.61749512e-07   9.97962713e-01
    2.73224596e-05   1.69732689e-03]
 [  1.79706585e-05   1.22177495e-08   6.17565320e-06   2.56728026e-06
    2.54807801e-05   3.91014073e-05   2.02706989e-08   9.99320269e-01
    6.44753482e-06   5.81912172e-04]
 [  3.27871544e-06   2.30585488e-06   4.16040893e-05   4.60092764e-04
    7.81256356e-04   4.03445265e-05   3.72304783e-07   8.12711252e-04
    1.84065092e-03   9.96017396e-01]
 [  1.16191686e-05   9.94806111e-01   6.13182710e-05   5.00299793e-04
    2.10293350e-04   9.52020127e-05   4.30491446e-06   1.44092855e-03
    5.56512445e-04   2.31350074e-03]
 [  5.10648417e-04   9.68674183e-01   2.64088484e-03   4.32687718e-03
    8.06117617e-03   6.45265914e-04   2.02889973e-03   6.23972341e-03
    5.00806002e-03   1.86438346e-03]
 [  2.91790457e-05   1.16049293e-07   2.72615125e-05   3.47297500e-05
    3.48809138e-02   7.99955160e-06   8.58644455e-07   1.77751455e-04
    3.00677348e-05   9.64811087e-01]
 [  2.93579669e-05   3.39424595e-08   5.57156673e-05   1.50168498e-05
    9.35961958e-04   8.24495946e-05   1.24361679e-06   1.77331455e-03
    6.71231363e-04   9.96435642e-01]
 [  9.97648418e-01   2.29367629e-07   8.37718369e-04   3.35919844e-06
    1.69399500e-05   4.30737236e-06   1.03549880e-03   6.23663391e-06
    3.62642633e-04   8.47600313e-05]
 [  2.54961662e-04   8.82151071e-04   1.37841236e-03   3.81436683e-02
    2.88261026e-02   1.91211980e-02   1.65835532e-04   1.04848586e-03
    4.79327112e-01   4.30852115e-01]
 [  2.13814015e-03   3.64208332e-04   3.89713608e-03   1.16808328e-03
    1.56764057e-03   7.60571042e-04   1.20869814e-03   1.35057967e-03
    9.80396628e-01   7.14823930e-03]
 [  1.28525735e-05   1.00467950e-07   2.51755523e-06   4.90407947e-05
    7.33944148e-07   2.15732671e-05   4.32452324e-10   9.99640703e-01
    6.39011319e-07   2.71871220e-04]
 [  6.79615696e-05   9.99310732e-01   5.42971829e-05   6.76700220e-05
    5.09473430e-05   2.63347174e-05   1.91805957e-05   2.01987423e-04
    1.66586949e-04   3.43158099e-05]
 [  2.91598808e-05   4.88235010e-03   2.76150627e-06   1.02852769e-02
    1.27550373e-02   9.79426550e-04   6.72421083e-06   5.23892231e-02
    4.46156133e-04   9.18223917e-01]
 [  2.75041530e-05   5.69074648e-04   1.28136890e-03   5.91709875e-02
    3.02699095e-06   9.15520012e-01   1.14225619e-03   2.83149149e-07
    2.12825295e-02   1.00291765e-03]
 [  6.37445510e-06   3.18727907e-05   9.97642457e-01   2.02599075e-03
    1.79709923e-06   1.43656780e-06   1.74459203e-07   9.21354658e-05
    1.58087743e-04   3.97707590e-05]
 [  4.28114086e-04   9.92961347e-01   2.40030256e-03   8.23478447e-04
    5.29069745e-04   2.30671212e-04   2.30900769e-04   1.14551361e-03
    1.19162619e-03   5.87766663e-05]
 [  3.56015735e-05   9.09608389e-06   9.96283233e-01   1.13704684e-03
    1.56193727e-03   2.26911088e-05   4.02997784e-06   2.75698461e-04
    1.44439673e-05   6.56300166e-04]
 [  1.04822719e-03   4.24777856e-03   2.86473751e-01   1.61069892e-02
    2.47955346e-03   4.98624006e-03   4.75068716e-03   6.71190560e-01
    4.41658450e-03   4.29959456e-03]
 [  1.22696247e-05   2.01463961e-04   7.29816238e-05   4.41198135e-05
    4.56702372e-04   3.67000932e-04   9.98767734e-01   7.14773662e-08
    7.36206275e-05   4.10025677e-06]
 [  4.40863878e-05   9.99362528e-01   2.72930658e-04   4.13410999e-05
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    8.29640630e-05   8.68286315e-06]
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    1.52715506e-06   1.08775069e-08]
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    3.27705447e-06   5.97722646e-07   3.76214894e-06   1.92795694e-03
    9.66775315e-06   4.16751107e-07]
 [  3.69576946e-06   9.97114539e-01   1.18259213e-05   6.50451169e-04
    4.77519534e-05   3.36725934e-05   4.02485648e-06   1.50540040e-03
    1.65679274e-04   4.62937314e-04]
 [  8.42310328e-07   2.68516356e-08   6.46823974e-05   1.68245322e-07
    7.38097660e-05   6.67372024e-06   9.99851704e-01   1.38219514e-09
    1.99605915e-06   3.98491160e-08]
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    9.65473235e-01   2.72691046e-04   5.70510965e-05   2.80124979e-04
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    4.47539584e-04   1.20723191e-04]
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    1.17438997e-03   9.91308153e-01   3.63767613e-05   1.80798611e-06
    6.92286121e-04   6.59761531e-03]
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    5.36344087e-05   7.61405274e-04   1.49493848e-04   1.57672330e-03
    9.42550600e-04   1.50081317e-03]
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    2.60571451e-05   9.04173478e-02   2.15234642e-04   1.95706216e-05
    8.89745176e-01   1.77492341e-03]
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    3.76028504e-04   2.46896961e-04   9.97212589e-01   1.18121204e-06
    1.28676140e-04   1.69098689e-06]
 [  9.55812573e-01   1.18727446e-08   7.77125999e-04   9.77166928e-03
    1.45735921e-08   5.32704592e-03   2.60564947e-09   2.59552523e-02
    4.98796544e-06   2.35142070e-03]
 [  9.89478735e-07   1.91135638e-04   2.17988122e-06   1.86437610e-05
    9.43059623e-01   9.50764283e-04   4.59840021e-06   8.24369548e-04
    7.39544848e-05   5.48737571e-02]
 [  1.66203827e-02   1.26201421e-01   2.78233737e-03   6.74446463e-04
    1.53226005e-02   2.38451059e-03   2.71338224e-02   2.74309743e-04
    8.05752814e-01   2.85333209e-03]
 [  8.90388474e-05   4.77175927e-05   5.08143974e-04   2.28430820e-03
    9.98150744e-03   1.16524426e-03   3.10933228e-06   6.15147538e-02
    7.61080766e-03   9.16795373e-01]
 [  6.81651711e-01   2.07785377e-03   1.69654179e-03   3.05760745e-03
    7.11816945e-04   7.97778182e-03   2.25269217e-02   5.35844592e-04
    2.79121399e-01   6.42442901e-04]
 [  7.83631265e-01   2.72692773e-07   6.26712746e-04   3.00953561e-03
    1.11345053e-05   1.08031894e-03   5.09330654e-04   1.62893426e-04
    6.91392517e-04   2.10277155e-01]
 [  8.95545061e-04   2.16214161e-07   1.84332940e-03   6.52732502e-04
    6.24805325e-05   3.06204252e-04   2.56382773e-04   7.88574289e-06
    9.68301833e-01   2.76732910e-02]
 [  7.63593998e-05   2.14127358e-03   4.34987945e-03   7.94145803e-04
    9.17167068e-01   2.78329360e-04   7.33222663e-02   1.30367393e-04
    9.07623908e-04   8.32767342e-04]
 [  1.39860802e-07   3.38154427e-06   5.28617329e-06   8.63579626e-05
    9.66058195e-01   5.53849852e-04   5.13520383e-04   7.52747874e-05
    2.90352851e-04   3.24136876e-02]]
INFO:tensorflow:global_step/sec: 163.03
INFO:tensorflow:loss = 0.0890249, step = 18401
INFO:tensorflow:probabilities = [[  9.96524990e-01   5.61780098e-06   1.86874095e-04   4.74226945e-05
    2.21882165e-05   2.69563083e-04   5.20017020e-05   1.22534740e-03
    1.42768055e-04   1.52316201e-03]
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    9.91590440e-01   5.81271297e-06]
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    3.65123465e-09   2.89561001e-07   2.67710498e-09   8.38471242e-05
    1.28768682e-02   1.72212125e-07]
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    5.25548458e-05   9.95191336e-01]
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    2.65386974e-04   6.58757705e-03]
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    3.30697330e-05   1.49611014e-06]
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 [  9.99967337e-01   1.26192681e-10   1.81102023e-05   5.95137486e-08
    1.32025046e-09   4.11484734e-06   8.16982570e-09   8.23443713e-07
    1.16787142e-07   9.40617974e-06]
 [  4.98235495e-05   9.66930449e-01   3.63662047e-03   1.67811918e-03
    1.96698660e-04   3.07431546e-05   1.03937891e-04   2.40788031e-02
    3.07602948e-03   2.18655492e-04]
 [  1.26936520e-05   9.90147650e-01   2.76494306e-04   1.25235273e-03
    3.24941531e-04   6.03115222e-05   2.29764366e-04   2.08886850e-04
    7.24715926e-03   2.39710003e-04]
 [  1.74965186e-04   1.50169563e-02   1.90876381e-04   3.11369449e-03
    9.08095390e-03   1.57195970e-03   9.12241376e-06   1.64104663e-02
    2.99048238e-02   9.24526215e-01]
 [  4.25364531e-04   2.32767652e-05   4.77925315e-03   1.60591677e-03
    1.91269792e-05   5.13059204e-04   1.89630134e-06   9.90280628e-01
    1.02887963e-04   2.24856194e-03]
 [  2.04549660e-03   1.79868912e-05   1.09833549e-03   9.39139954e-06
    3.17846338e-04   6.79208636e-02   8.93827081e-01   8.81211051e-08
    3.47554758e-02   7.46268961e-06]
 [  1.94094881e-07   1.53748024e-05   1.91459781e-04   6.13400102e-01
    6.33564257e-10   9.86902960e-05   9.41825524e-12   3.86234730e-01
    3.22140768e-05   2.73059086e-05]
 [  6.50176025e-06   1.96449264e-07   1.44181642e-04   9.91483867e-01
    1.42462833e-10   8.33908375e-03   2.83260815e-09   9.27000542e-07
    1.18719900e-05   1.33661515e-05]
 [  1.65089453e-03   9.62495148e-01   8.83017783e-05   1.13361508e-04
    1.01526421e-04   1.05034502e-04   5.82654495e-04   2.49330071e-04
    3.35903391e-02   1.02348218e-03]
 [  1.65929632e-05   1.18341275e-04   3.64786503e-03   6.51386244e-06
    4.04213934e-04   3.18898747e-05   9.95043635e-01   1.34830202e-06
    7.26806931e-04   2.79684696e-06]
 [  9.91743386e-01   2.09706595e-05   1.63608382e-03   3.62824299e-04
    1.95858520e-04   4.70713829e-04   4.79755283e-04   1.35261123e-03
    5.45221381e-04   3.19243059e-03]
 [  9.99746978e-01   2.31378490e-08   4.52438799e-05   1.30491635e-05
    1.66942016e-08   1.16019561e-04   2.91075012e-05   2.39407677e-06
    4.65269623e-05   8.65826109e-07]
 [  9.98481452e-01   9.61124101e-07   3.08699906e-04   2.82510837e-06
    5.22997652e-06   6.76241179e-05   9.42957471e-04   2.60018951e-05
    1.40141812e-04   2.41435082e-05]
 [  1.51792278e-07   3.33150290e-08   2.10026928e-06   1.42450490e-05
    2.25804619e-08   5.13001055e-07   1.50558437e-11   9.99865890e-01
    1.78100294e-07   1.16971540e-04]
 [  1.38776149e-05   1.53195707e-03   1.70641026e-04   5.67894755e-03
    4.11964804e-01   9.21225641e-03   5.41758709e-05   6.66284710e-02
    6.32299529e-03   4.98421848e-01]
 [  2.47179531e-03   1.14936927e-04   3.48279141e-02   1.31950388e-03
    1.80026831e-03   2.80525964e-02   4.78423171e-04   1.37328706e-03
    9.14215147e-01   1.53460866e-02]
 [  4.26836732e-06   1.72305165e-03   1.22658117e-03   9.92946446e-01
    4.68447433e-06   1.30043901e-03   1.42173178e-06   2.65234394e-05
    2.56050285e-03   2.06020894e-04]
 [  7.27822544e-06   1.78440800e-07   2.87816743e-04   1.08232671e-04
    7.43372510e-08   4.17144001e-05   2.27644584e-10   9.98753548e-01
    3.91944886e-05   7.61939853e-04]
 [  8.12187864e-07   2.63169042e-09   7.78063622e-06   8.83865596e-06
    4.67404607e-04   8.19151137e-06   8.92236329e-08   5.17619250e-04
    3.51687595e-05   9.98954058e-01]
 [  3.98824511e-08   6.95046765e-07   2.10029193e-05   9.99976397e-01
    1.56755231e-08   1.20173149e-06   5.37152711e-10   1.84863069e-07
    8.33954630e-08   3.72686486e-07]
 [  3.75999122e-07   1.58156577e-09   2.00901233e-08   9.17821075e-04
    3.47391804e-08   9.98801231e-01   1.69178949e-09   6.21287313e-07
    2.44005769e-05   2.55491497e-04]
 [  7.99014512e-03   3.05907778e-03   8.24842323e-03   5.05752750e-02
    6.95270300e-02   5.71153045e-01   7.13052577e-04   1.88294664e-01
    6.43128064e-03   9.40080807e-02]
 [  7.22683035e-06   3.94429153e-05   2.68120028e-04   9.97961640e-01
    1.46729789e-07   5.39663713e-04   1.54886526e-09   7.30196247e-04
    1.68957304e-05   4.36701375e-04]
 [  2.19084632e-06   1.45659584e-03   7.16883951e-05   1.22521585e-03
    2.09607437e-01   2.89235972e-02   1.11252673e-04   2.99316453e-04
    1.43157579e-02   7.43986964e-01]
 [  6.96665738e-05   2.45975912e-07   4.62271855e-05   2.57267275e-05
    9.96284485e-01   4.01926882e-05   5.66669878e-05   3.57290322e-04
    3.36797325e-06   3.11619905e-03]
 [  3.87636566e-04   6.67558415e-05   3.85831954e-04   1.12644099e-02
    5.78097861e-05   1.63597614e-02   3.85938147e-05   2.98925646e-04
    9.69364285e-01   1.77599350e-03]
 [  6.79491632e-06   2.98105715e-05   1.31806170e-04   4.91335569e-03
    1.01387606e-03   5.02388692e-04   1.08898905e-06   8.33630741e-01
    1.29020342e-03   1.58479944e-01]
 [  1.34563699e-04   9.91216660e-01   4.15258080e-04   6.62424078e-04
    4.92056075e-04   1.55282978e-04   5.50565077e-04   6.79060351e-04
    5.50796697e-03   1.86269026e-04]
 [  1.36291608e-04   9.87095058e-01   3.07045318e-03   7.86983001e-04
    7.89790414e-04   2.49626664e-05   9.64714563e-05   6.40329951e-03
    1.25283981e-03   3.43873457e-04]
 [  9.80587125e-01   5.71803048e-06   1.38432649e-03   8.54357058e-05
    2.54291808e-04   1.61572965e-03   1.27903400e-02   2.09535392e-05
    3.20478040e-03   5.14018975e-05]
 [  9.53543127e-01   3.56902842e-06   4.80026333e-03   1.77437391e-06
    4.69847408e-04   2.33127867e-04   4.00084704e-02   7.37880910e-05
    1.91174302e-04   6.74844894e-04]
 [  9.59751725e-01   1.93197479e-07   2.86461145e-04   7.46995283e-06
    2.00498092e-04   1.32229659e-04   3.94724570e-02   2.16442641e-06
    6.30618524e-05   8.37802654e-05]
 [  4.92832214e-07   1.43156353e-06   4.16263094e-04   9.95960772e-01
    1.31861370e-07   1.38140609e-03   5.72039234e-08   4.03648613e-07
    2.16999999e-03   6.92377143e-05]
 [  6.95344715e-06   2.80921486e-05   3.32696400e-05   9.95533586e-01
    4.71418275e-07   4.29053698e-03   1.99644376e-07   1.04933304e-06
    8.38195338e-05   2.19715675e-05]
 [  2.44976519e-07   1.72965272e-04   9.97728646e-01   1.30886363e-03
    1.00007234e-07   6.45424336e-08   2.39851346e-07   1.34718011e-05
    7.74783432e-04   5.63882168e-07]
 [  2.84795789e-07   3.27721459e-08   1.30767512e-08   7.48646153e-06
    1.34360789e-07   9.99984384e-01   2.14020631e-07   3.05518788e-09
    5.75404511e-06   1.71530382e-06]
 [  1.88653075e-06   9.94331817e-09   1.12355438e-05   5.21052289e-06
    4.46977472e-04   1.18970256e-05   1.16829335e-06   1.39667072e-05
    2.01772520e-04   9.99305844e-01]
 [  1.78780494e-04   5.97336884e-06   1.30493390e-07   1.10400542e-05
    1.59853698e-05   9.99401093e-01   1.00968164e-05   8.19807319e-05
    2.71066761e-04   2.38397151e-05]
 [  1.04280392e-04   1.43626183e-01   5.69840632e-02   7.17834681e-02
    8.12335293e-06   4.45780403e-04   5.95699134e-07   5.29363751e-01
    1.94716126e-01   2.96767778e-03]
 [  4.39966379e-06   9.98510540e-01   2.04065800e-05   5.96694008e-04
    4.89988051e-05   2.66130446e-05   2.38332868e-05   1.86338166e-05
    7.06974359e-04   4.28519124e-05]
 [  6.79415962e-06   1.16706782e-04   1.92724638e-05   9.91972208e-01
    7.77907462e-06   7.21134339e-03   1.38329153e-06   4.16561397e-06
    4.66049765e-04   1.94251857e-04]
 [  2.04563054e-04   3.76809180e-06   1.88594713e-04   8.88573686e-06
    9.96634781e-01   4.65246907e-04   1.43241370e-04   8.89142160e-04
    9.58335368e-05   1.36576570e-03]
 [  6.77189007e-08   5.72135377e-07   2.11509791e-06   9.99931097e-01
    1.93602023e-08   2.29359648e-05   7.59758159e-11   8.28189854e-08
    1.22575984e-05   3.08500930e-05]
 [  1.59336182e-07   4.63073135e-09   2.24228324e-06   5.41931555e-10
    9.99958873e-01   1.49903565e-06   3.55445263e-05   4.53407054e-08
    1.55051464e-06   7.51433049e-08]
 [  3.28163645e-04   4.56028525e-03   1.92180178e-05   6.05256902e-03
    8.78619701e-02   4.37867343e-01   6.88339205e-05   2.51678266e-02
    1.01996800e-02   4.27874088e-01]
 [  1.33451140e-05   3.77093521e-08   1.27318068e-04   2.86728446e-05
    9.73380625e-01   1.23969148e-05   8.46171952e-06   8.45781979e-05
    3.80437850e-05   2.63063516e-02]]
INFO:tensorflow:probabilities = [[  1.83340467e-06   3.42926789e-08   1.85591705e-06   4.87209810e-03
    6.76491531e-04   1.28879463e-02   9.75173862e-07   1.73846438e-05
    1.56971824e-03   9.79971588e-01]
 [  8.65833275e-03   3.25547080e-06   1.12581148e-03   3.65764543e-04
    2.05779961e-05   1.26597099e-03   4.49863546e-05   3.35804361e-05
    9.87125218e-01   1.35638413e-03]
 [  9.96746063e-01   9.11238112e-06   5.28554840e-04   4.63283301e-04
    1.21336006e-05   1.23024656e-04   3.83045495e-04   2.47067830e-04
    1.24331925e-03   2.44455267e-04]
 [  4.61605145e-04   2.96299004e-05   8.62352492e-04   1.54282234e-03
    3.05984598e-02   1.51637738e-04   2.72254219e-05   1.18291853e-02
    3.70432623e-03   9.50792789e-01]
 [  1.34845101e-03   1.71388481e-02   4.72580642e-03   2.78702530e-04
    9.31572139e-01   3.02654435e-03   1.93363857e-02   1.99756399e-03
    8.20373558e-03   1.23717636e-02]
 [  1.60693289e-05   1.70951034e-06   1.11383386e-04   9.64632563e-05
    2.87329988e-03   1.32043597e-05   9.90529088e-07   1.19435471e-02
    1.92264561e-03   9.83020663e-01]
 [  9.96382117e-01   3.67932870e-07   1.23224163e-04   2.83223600e-03
    3.73152315e-10   3.15885234e-04   2.11714973e-06   5.77812716e-05
    5.60952822e-06   2.80833599e-04]
 [  3.67213477e-04   6.73866339e-07   1.01696446e-06   1.59962394e-03
    1.42795281e-04   9.97182727e-01   1.09427256e-05   7.66407538e-05
    5.10068821e-05   5.67387789e-04]
 [  2.04563385e-05   6.03607099e-04   1.53876143e-03   2.83227041e-02
    3.57459474e-04   1.38610299e-03   1.57257000e-05   8.73347017e-05
    9.66079593e-01   1.58824073e-03]
 [  1.04223865e-07   4.18109092e-04   9.99514103e-01   6.62538732e-05
    8.15542078e-11   5.70952636e-08   5.75357376e-07   1.69817639e-07
    7.21041488e-07   4.23231459e-12]
 [  2.52474479e-07   7.83710275e-04   9.64514390e-02   9.00814414e-01
    8.89696317e-09   2.85105943e-05   1.28633904e-08   1.87032674e-05
    1.90210273e-03   1.00032980e-06]
 [  2.39991141e-06   3.23375424e-08   5.61012143e-07   1.30232451e-07
    9.95779395e-01   3.91826397e-05   3.19791843e-06   8.32746882e-05
    3.86420106e-06   4.08793893e-03]
 [  2.82316651e-05   9.94215429e-01   6.82217011e-04   1.33823938e-04
    5.46873722e-04   5.95150887e-05   4.71508771e-04   4.79393231e-04
    3.23806703e-03   1.45077182e-04]
 [  4.75008892e-05   5.35066356e-04   3.35859222e-05   1.65846272e-04
    2.05914577e-04   4.53592278e-04   3.71383408e-07   8.49871039e-01
    5.78495856e-05   1.48629203e-01]
 [  2.84193229e-04   1.09021703e-05   2.62341206e-03   3.56920791e-04
    2.04879514e-04   4.76804998e-04   1.99438725e-03   5.28197415e-06
    9.93830025e-01   2.13243649e-04]
 [  4.41412849e-05   1.94318403e-04   1.78425631e-04   3.42675557e-05
    8.73714685e-04   2.17310619e-04   9.98066247e-01   2.18258222e-07
    3.87873093e-04   3.46195293e-06]
 [  2.76797437e-06   1.87970670e-06   4.06848039e-06   1.15478167e-03
    1.25568290e-03   3.02218425e-04   1.34537018e-07   2.78576161e-03
    5.30175690e-04   9.93962467e-01]
 [  1.79101480e-03   8.74676061e-07   2.96824757e-04   1.99492264e-04
    1.18503552e-02   1.64995552e-03   2.63842958e-05   2.60822475e-02
    3.25523801e-02   9.25550461e-01]
 [  3.23488526e-02   4.15389659e-04   1.07949581e-02   5.02641429e-04
    1.34890527e-03   1.84506818e-03   6.68139085e-02   7.01744633e-04
    8.84122670e-01   1.10587548e-03]
 [  7.25434184e-01   4.30744141e-04   2.06076470e-03   1.62432753e-02
    3.38861719e-02   3.35004777e-02   1.24609724e-01   5.86185344e-02
    4.42628656e-03   7.89870508e-04]
 [  5.04858554e-06   1.61243149e-03   2.79458676e-04   1.43846963e-02
    2.85514543e-04   1.89405691e-03   4.03075916e-07   8.96509767e-01
    4.58021183e-04   8.45704898e-02]
 [  9.09657865e-06   8.98532835e-06   3.90131936e-06   2.99270684e-03
    4.97111660e-06   6.08589239e-02   7.79003699e-07   2.88089050e-05
    9.34936583e-01   1.15525292e-03]
 [  1.26389597e-04   1.07331098e-05   5.53747115e-04   2.96645867e-05
    4.93837706e-06   4.82835931e-05   5.25569958e-05   6.47858144e-07
    9.99162674e-01   1.03977882e-05]
 [  1.64753423e-04   6.63297833e-05   9.89358664e-01   8.98073334e-03
    1.54534591e-05   1.79285562e-04   3.26678346e-05   2.05017818e-06
    1.18484756e-03   1.52782122e-05]
 [  2.91020751e-05   6.81652673e-05   3.08841176e-04   1.67222902e-01
    7.28851592e-05   8.21123779e-01   3.32891614e-05   5.98715036e-04
    1.04541164e-02   8.82677050e-05]
 [  7.32525408e-01   2.06934172e-03   1.43029997e-02   8.35695397e-03
    1.64556864e-03   1.39381483e-01   3.85877746e-03   7.49882385e-02
    1.69633590e-02   5.90791693e-03]
 [  9.98749495e-01   7.66099646e-08   2.01134302e-04   1.74361298e-06
    1.95015018e-10   8.80446460e-04   1.01721944e-05   8.45074510e-07
    1.56085254e-04   2.84480279e-08]
 [  1.43778116e-05   2.13860631e-06   1.04319879e-05   7.43600197e-07
    9.99518275e-01   1.35558448e-05   1.53768255e-04   1.30487868e-04
    4.56698945e-05   1.10603229e-04]
 [  2.39494591e-04   1.09301426e-03   1.56914524e-03   3.30595858e-02
    1.30091738e-02   1.02754766e-02   1.82850810e-03   1.37398427e-03
    7.20237374e-01   2.17314273e-01]
 [  4.81040712e-04   7.78850517e-05   4.97831061e-05   7.23410130e-01
    7.12612455e-05   2.73325652e-01   1.14161176e-05   1.27233332e-04
    4.06113744e-04   2.03963229e-03]
 [  4.49550309e-04   2.61145160e-02   2.76471348e-03   7.35283270e-02
    1.02103164e-03   9.66424309e-03   2.94596743e-04   1.54152303e-03
    8.05969834e-01   7.86517113e-02]
 [  4.14469105e-06   4.28958610e-03   9.85405028e-01   6.32160343e-03
    4.76368172e-08   3.14614141e-07   5.38235234e-08   3.52372043e-03
    4.53596731e-04   1.95051734e-06]
 [  9.83691216e-01   3.06616289e-06   2.29615456e-04   5.17990266e-04
    3.88355460e-04   6.14464330e-03   8.99234693e-03   2.95102382e-06
    2.78713524e-05   1.84823114e-06]
 [  1.79125018e-05   1.45527008e-06   9.92674172e-01   2.21782690e-03
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    3.31724557e-04   8.46135259e-01]
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    9.99628425e-01   3.41709238e-05]
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    3.01686901e-04   5.36450464e-03]
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    3.88800618e-05   2.72174209e-01   7.00291203e-05   2.95418897e-03
    4.07419622e-01   1.06472172e-01]
 [  1.07757533e-02   1.73210268e-04   5.31131541e-03   1.56152481e-02
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    2.81600188e-02   3.14868875e-02]
 [  3.85965541e-05   9.96322989e-01   8.65991926e-04   4.33274981e-04
    1.45239072e-04   4.22488447e-05   4.17087344e-04   3.69633111e-04
    1.30327500e-03   6.15919489e-05]
 [  5.36976804e-05   9.95152950e-01   3.74954252e-04   2.06678384e-03
    5.60048466e-05   8.20224705e-06   3.60396771e-05   1.56528619e-03
    6.48692541e-04   3.72584873e-05]
 [  1.40344913e-04   3.07087902e-07   1.44435216e-05   4.53881803e-04
    1.86066565e-04   1.48786130e-04   1.28773181e-07   3.73894453e-01
    1.54096415e-04   6.25007510e-01]
 [  6.17247997e-06   1.16472547e-05   1.88511331e-05   1.77938928e-04
    8.44810158e-03   2.74461599e-05   3.74094867e-07   1.53558422e-03
    3.36614467e-04   9.89437222e-01]
 [  2.40707159e-05   9.93569493e-01   1.27007905e-03   1.52144465e-03
    1.89793471e-04   5.03761403e-05   3.13973687e-05   4.98558104e-04
    2.59921490e-03   2.45760486e-04]]
INFO:tensorflow:global_step/sec: 164.6
INFO:tensorflow:loss = 0.162663, step = 18501
INFO:tensorflow:probabilities = [[  1.43481373e-06   1.46366765e-05   1.20467681e-04   1.83377545e-02
    1.68757182e-07   1.06065499e-05   1.12655418e-09   9.79742944e-01
    2.01670846e-05   1.75174826e-03]
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    5.50672645e-03   8.18143308e-01]
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    2.43078405e-03   1.35329068e-01]
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    1.17199309e-03   5.23172691e-03]
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    1.79468491e-03   1.67123247e-02]
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    7.96198146e-04   4.18044976e-09]
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    1.38471462e-03   8.05567879e-07]
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    1.46333521e-04   2.21809256e-03]
 [  3.36286348e-06   5.04902619e-06   9.99624968e-01   3.12094984e-04
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 [  9.99676228e-01   1.38543621e-09   3.03179677e-05   1.16867182e-06
    6.70436773e-09   1.69200302e-05   2.64517352e-04   2.63447197e-09
    1.08594613e-05   1.69533099e-08]
 [  9.75483545e-06   1.46018984e-02   6.31559640e-04   5.09657636e-02
    3.68647516e-01   1.41052380e-01   1.20838662e-03   3.56394867e-03
    6.24908544e-02   3.56827974e-01]
 [  5.12843417e-06   2.48841479e-05   1.95789107e-04   4.52330569e-05
    9.94833708e-01   2.86311173e-04   6.50966074e-04   4.92151084e-05
    2.46103242e-04   3.66276363e-03]
 [  4.45350197e-05   1.58514746e-03   1.13827619e-03   2.87576608e-04
    1.00363465e-03   1.47342435e-04   9.95396674e-01   3.41697819e-06
    3.89275781e-04   4.04523553e-06]
 [  9.99913335e-01   1.01215907e-08   5.09485144e-05   2.00088971e-06
    3.46564200e-08   4.04815000e-06   2.65239087e-05   4.69395260e-08
    2.16550893e-06   9.03870159e-07]
 [  5.74059413e-08   9.52835705e-07   1.63133605e-04   2.33713763e-06
    1.73315493e-04   5.57207295e-06   9.99642015e-01   3.67236836e-08
    1.25123543e-05   1.08215822e-07]
 [  9.89549875e-01   4.39758560e-06   6.14783587e-03   3.95382449e-05
    1.72320615e-05   8.08568657e-05   1.32452697e-05   5.05589705e-04
    2.29449106e-05   3.61863710e-03]
 [  2.08216698e-05   8.55205767e-03   9.90018368e-01   3.28473194e-04
    4.42530290e-06   7.66891299e-06   1.17174466e-04   1.13735216e-04
    8.35654675e-04   1.50468031e-06]
 [  2.00283328e-08   1.25096718e-04   9.99839902e-01   1.25919059e-05
    1.77477977e-09   1.24354543e-07   1.05200876e-07   7.58795841e-06
    1.44152846e-05   1.85176319e-08]]
INFO:tensorflow:probabilities = [[  1.07426628e-08   3.46985360e-07   3.04921537e-06   8.54014218e-07
    9.99609172e-01   1.13490523e-05   1.26787136e-05   7.58479985e-07
    5.10510363e-05   3.10908887e-04]
 [  3.38062080e-07   1.27773001e-06   3.95207644e-06   2.74159902e-06
    9.94882822e-01   3.89418165e-05   6.14107266e-05   1.08843407e-04
    2.24272444e-05   4.87723248e-03]
 [  9.98036444e-01   3.39914322e-07   1.04625686e-03   2.12271675e-06
    2.43477484e-06   2.94477708e-04   5.98994258e-04   7.76429715e-07
    1.26569364e-06   1.67426861e-05]
 [  4.08986707e-05   7.45458874e-06   1.82053249e-03   1.85718818e-05
    3.12081211e-05   5.68754214e-04   9.96933818e-01   7.60681758e-08
    5.57735737e-04   2.09057962e-05]
 [  2.80791437e-06   1.87760634e-05   1.34477031e-03   9.85480130e-01
    1.26390432e-07   1.40229822e-03   3.08893888e-08   1.13896485e-05
    1.17174890e-02   2.20955444e-05]
 [  5.83471556e-04   1.93913132e-02   4.44751279e-03   2.38216575e-03
    6.02617860e-03   1.02645028e-02   9.55711842e-01   7.64206343e-05
    1.01904338e-03   9.75759249e-05]
 [  3.20466701e-03   6.36653451e-04   1.94355636e-03   1.52724562e-03
    1.31658118e-04   9.86716390e-01   2.18302768e-04   4.48503968e-04
    5.07978629e-03   9.32038092e-05]
 [  2.87107705e-05   9.98252928e-01   4.39184514e-05   4.07847576e-04
    6.68545035e-05   9.20557504e-05   2.03534128e-05   5.36380161e-04
    3.50894232e-04   2.00039460e-04]
 [  8.17997498e-05   9.82908607e-01   2.05181539e-03   5.87077672e-03
    7.78045738e-04   2.12046201e-03   3.66678316e-04   6.95611874e-04
    4.49942471e-03   6.26906927e-04]
 [  7.35877677e-07   3.52585688e-04   2.87999806e-04   1.02941738e-03
    6.34804962e-07   1.67367944e-05   2.83547585e-09   9.97623384e-01
    3.48837748e-05   6.53662020e-04]
 [  1.80001243e-03   5.52156940e-03   9.19733429e-04   5.22249006e-03
    6.55044522e-03   6.71573505e-02   1.47073949e-03   4.14228775e-02
    8.30908835e-01   3.90259251e-02]
 [  5.80898544e-04   1.66895843e-05   1.01916106e-04   1.03080594e-04
    1.73646433e-04   4.90960956e-05   1.06675785e-07   9.69513297e-01
    1.75610228e-04   2.92857978e-02]
 [  4.10239579e-07   1.48233408e-02   9.81215179e-01   3.13414424e-03
    2.53309918e-06   6.03819581e-06   1.72563375e-06   3.14147270e-04
    4.85365774e-04   1.70263920e-05]
 [  7.89891419e-06   2.20688549e-03   9.87101316e-01   8.08139797e-03
    1.85281820e-07   5.78854997e-06   4.84323482e-06   4.71758191e-04
    2.11906666e-03   7.77518039e-07]
 [  6.78381249e-02   1.35710463e-04   1.67846039e-03   6.30259747e-03
    9.07682173e-04   9.20182049e-01   3.50578164e-04   1.51129474e-03
    9.09158378e-04   1.84430028e-04]
 [  6.10501957e-05   9.98100579e-01   5.32450445e-04   1.09807072e-04
    1.93152198e-04   8.04622687e-06   7.30364482e-05   1.68137936e-04
    7.48251332e-04   5.45519151e-06]
 [  5.00335918e-05   9.98634160e-01   1.47492290e-04   1.09739383e-04
    4.08001215e-04   6.03192575e-06   9.38500307e-05   4.11110406e-04
    1.16363983e-04   2.32917573e-05]
 [  1.67257113e-07   7.12070736e-10   1.20465373e-07   2.79120752e-04
    5.45493890e-07   9.99621868e-01   4.36676721e-08   3.92079125e-09
    7.91825369e-05   1.90201081e-05]
 [  2.65074824e-03   5.68279233e-07   6.45061284e-02   1.33538615e-05
    1.05809863e-03   6.67708446e-05   9.30498838e-01   1.60272248e-06
    7.20861775e-04   4.83043812e-04]
 [  7.31692353e-07   8.08840196e-06   2.23238999e-06   2.26993620e-06
    9.96153772e-01   4.20533979e-05   7.11268376e-06   3.62145984e-05
    1.66005106e-04   3.58155440e-03]
 [  1.43821710e-08   1.00514544e-05   5.37658401e-04   3.76049918e-03
    3.44045681e-08   4.97898952e-07   2.20805971e-10   9.95506167e-01
    6.07799120e-06   1.78916162e-04]
 [  1.13375914e-04   4.72161794e-08   1.13353153e-05   4.10241846e-05
    8.49285641e-07   9.98699188e-01   4.68067650e-04   1.10898997e-08
    6.65261468e-04   7.31184514e-07]
 [  1.15516586e-05   7.19290183e-05   1.57827430e-03   1.83481537e-03
    4.34221238e-06   6.59689977e-06   6.89635282e-09   9.86655831e-01
    8.94278564e-05   9.74727143e-03]
 [  1.92917902e-02   8.95381800e-06   4.32725181e-04   2.56626345e-02
    9.16095669e-05   9.20154214e-01   4.41758195e-04   4.27219020e-05
    1.94301531e-02   1.44435819e-02]
 [  9.99166369e-01   2.74353567e-07   2.63494021e-05   4.05312530e-05
    1.44598587e-07   8.66788196e-06   5.93650782e-07   7.09773507e-04
    5.37720234e-06   4.20180550e-05]
 [  5.14466129e-03   4.59963980e-04   4.93219704e-04   7.62075365e-01
    1.45910917e-06   2.29799166e-01   7.00745586e-05   4.59598505e-06
    1.79541565e-03   1.56055874e-04]
 [  1.50021876e-07   6.70566394e-08   9.23912921e-07   9.99853730e-01
    3.35834756e-08   1.42267518e-05   7.61016250e-11   2.71423542e-05
    1.69845464e-06   1.02053316e-04]
 [  1.50655851e-05   4.12034569e-05   5.17490262e-04   2.93116143e-04
    4.36014052e-05   5.06055867e-03   2.53777578e-02   3.88692371e-07
    9.68613565e-01   3.72942959e-05]
 [  1.81515975e-06   9.92911055e-07   9.99853611e-01   5.63317508e-06
    8.25355895e-10   2.41053950e-08   1.97618519e-07   4.24202149e-08
    1.37651587e-04   1.21685495e-09]
 [  9.99926925e-01   7.36397388e-09   5.34082892e-06   7.21971048e-07
    1.06415241e-08   5.57778476e-05   5.63396952e-06   2.90822264e-08
    5.09462643e-06   4.86243209e-07]
 [  1.12840645e-07   7.49298522e-07   9.99887943e-01   4.64049190e-05
    4.22424051e-07   1.13392700e-08   5.24293284e-07   3.12338599e-09
    6.38143756e-05   6.95692464e-08]
 [  5.66487233e-06   5.84926747e-04   9.93900061e-01   2.15622014e-03
    2.57801940e-08   1.12083217e-03   1.23808320e-07   2.12794589e-03
    4.71224157e-05   5.70000775e-05]
 [  1.08643217e-04   9.96224999e-01   7.22966506e-04   3.81556165e-05
    2.30803416e-04   2.78585976e-05   3.98571283e-04   3.55259632e-04
    1.86792086e-03   2.48375000e-05]
 [  4.45207334e-05   9.94077682e-01   4.74641070e-04   1.80665276e-03
    2.29664191e-04   1.59585310e-04   1.08549844e-04   1.79051154e-03
    8.31323443e-04   4.76855377e-04]
 [  3.15091784e-05   1.15001230e-05   4.19365446e-04   9.96041417e-01
    1.39353751e-05   1.76824245e-03   8.28066447e-07   1.81933749e-04
    1.46973133e-03   6.16393445e-05]
 [  1.39312917e-08   8.60437908e-08   1.51935637e-05   9.99983072e-01
    7.44590778e-10   5.95337895e-07   1.14470169e-10   1.17286838e-08
    9.29665646e-07   1.39276466e-07]
 [  9.99985218e-01   2.23671481e-08   8.69708492e-06   4.59735901e-07
    5.01100672e-09   3.96651558e-06   7.36410129e-07   3.96963941e-07
    1.93437657e-07   4.13055204e-07]
 [  1.65812206e-04   2.77627055e-06   3.72039995e-06   5.39066596e-03
    2.29593902e-03   3.38925485e-04   5.49466961e-07   3.16665275e-03
    6.18369450e-05   9.88573074e-01]
 [  1.14724862e-05   9.98260081e-01   6.40692364e-04   1.61641845e-04
    1.73448498e-04   3.77821852e-05   3.64581319e-05   4.62888071e-04
    1.65834805e-04   4.97105102e-05]
 [  2.09901691e-06   6.07496731e-05   1.18961709e-03   4.59402596e-04
    2.42377952e-04   1.09403241e-04   2.26114207e-04   4.51443299e-07
    9.97690916e-01   1.89080420e-05]
 [  5.13501407e-04   3.89330562e-05   1.51893846e-03   6.19361381e-05
    4.66100872e-03   7.38760829e-02   9.17193711e-01   1.43021362e-06
    2.09228531e-03   4.21457589e-05]
 [  6.29440910e-05   9.98001158e-01   1.92602864e-04   1.19989796e-04
    6.42985979e-04   1.81909709e-05   6.00461266e-04   8.00423368e-05
    2.40975700e-04   4.05760547e-05]
 [  8.04704832e-05   5.60904300e-06   4.11703832e-06   3.52801115e-04
    9.75558519e-01   3.72966402e-04   3.19154467e-04   4.29085875e-03
    1.55631453e-04   1.88600440e-02]
 [  9.93161011e-05   9.92446363e-01   5.20087953e-04   1.08195120e-03
    2.87304225e-04   7.62912750e-05   1.28061511e-04   4.32901457e-03
    6.21091924e-04   4.10621258e-04]
 [  1.99589193e-01   8.21794038e-06   6.77686371e-03   6.04860834e-05
    3.50406975e-03   3.33325118e-02   7.32074440e-01   2.25701424e-05
    1.95325986e-02   5.09900926e-03]
 [  3.64563846e-07   5.04539059e-07   1.69000305e-06   4.28277199e-05
    4.91381111e-03   2.07804442e-05   4.56301905e-07   1.31909037e-03
    7.67047110e-04   9.92933393e-01]
 [  5.48250682e-07   6.92425874e-06   4.16288385e-04   9.99196589e-01
    5.37357948e-07   4.03996055e-05   4.80266493e-08   2.03313903e-05
    3.14699573e-04   3.57593012e-06]
 [  2.30630481e-04   2.28498019e-02   9.71235633e-01   2.28907284e-03
    2.89955267e-07   2.92849203e-04   2.42191995e-03   3.14444605e-07
    6.79435325e-04   1.99292174e-08]
 [  9.99857306e-01   1.47679058e-09   1.30036133e-04   1.07403885e-05
    2.08315654e-09   3.03493209e-07   3.64376120e-08   3.91008008e-08
    4.07007064e-07   1.13879389e-06]
 [  1.04098478e-06   6.12899669e-07   1.62784569e-03   1.09356886e-04
    2.40533296e-07   9.17635674e-08   9.28467159e-07   3.12243174e-06
    9.98255908e-01   8.13247254e-07]
 [  1.78694967e-02   5.44391526e-03   7.45150633e-03   8.66231567e-05
    6.99345535e-03   4.18407936e-03   1.75671058e-03   2.93099531e-03
    9.46641505e-01   6.64166920e-03]
 [  5.52070960e-05   3.29097966e-04   1.60977675e-03   3.86666536e-04
    4.15109992e-02   7.08897423e-05   6.56818884e-05   1.12250065e-02
    1.90557586e-03   9.42841113e-01]
 [  1.24595081e-03   2.11023988e-04   1.54226422e-02   2.78967171e-04
    9.70334172e-01   1.21024041e-03   1.14234652e-04   4.96746087e-03
    7.08170992e-05   6.14439370e-03]
 [  3.68073529e-06   2.38951721e-08   6.35125730e-07   1.04325394e-04
    1.05773075e-03   1.02928061e-05   1.46971759e-08   9.80367512e-03
    2.78004794e-04   9.88741577e-01]
 [  1.10600661e-06   9.49448520e-07   2.73470796e-04   9.98262346e-01
    1.24572608e-09   2.36616630e-04   1.91646010e-09   2.08003030e-07
    9.59547586e-04   2.65803974e-04]
 [  1.44434171e-06   5.66259723e-06   2.66230040e-06   2.91104807e-05
    9.92025793e-01   7.28685991e-05   1.29062328e-05   5.93436474e-04
    5.30410543e-05   7.20304111e-03]
 [  3.59044527e-03   1.48892939e-01   8.25559556e-01   5.62132895e-03
    1.06965103e-06   3.55845666e-03   3.37006088e-04   7.26157814e-05
    1.22079263e-02   1.58672643e-04]
 [  8.65386799e-04   8.17993568e-05   3.66416498e-04   1.47720370e-02
    3.26726760e-04   8.62380564e-02   2.13639904e-03   1.12233670e-06
    8.95041466e-01   1.70655447e-04]
 [  2.73295715e-02   1.12578869e-01   5.47145844e-01   6.47384673e-02
    4.29667940e-04   1.70672890e-02   1.80522889e-01   6.01736065e-06
    5.01774848e-02   3.97481745e-06]
 [  9.99927521e-01   3.77080838e-08   3.07289483e-05   1.46255289e-07
    5.12890992e-08   3.42070016e-05   4.02631485e-06   2.44068303e-07
    2.52025279e-06   6.46335309e-07]
 [  1.51736545e-04   2.70564033e-05   9.41612117e-04   9.96212363e-01
    2.32875254e-06   2.11461750e-03   9.09329799e-07   8.26270189e-05
    5.27084958e-05   4.13961359e-04]
 [  4.78072934e-07   9.46645960e-05   6.72354689e-03   9.21617541e-03
    1.33865314e-07   2.94655410e-06   3.17272181e-10   9.83916938e-01
    4.26658880e-06   4.09657951e-05]
 [  6.72139795e-05   4.12554443e-02   3.83181758e-02   2.02502549e-01
    7.82407541e-03   9.67289321e-03   3.40162888e-02   1.73078937e-04
    6.66050494e-01   1.19824384e-04]
 [  3.69361478e-05   3.34785087e-04   1.42061559e-04   1.58639066e-03
    1.00511662e-03   5.38006017e-04   2.09913821e-07   9.51118588e-01
    1.90764607e-04   4.50471640e-02]
 [  9.95965719e-01   3.24681896e-05   1.63204281e-03   1.27090281e-03
    4.49961371e-05   1.22690006e-04   1.79097624e-04   2.51001358e-04
    2.18160290e-04   2.83115223e-04]
 [  4.42846215e-07   2.00552877e-05   6.53025745e-06   2.82636291e-04
    3.34849046e-03   1.46690887e-04   2.60738403e-07   2.05710940e-02
    9.66391584e-04   9.74657357e-01]
 [  3.86902387e-03   8.05922300e-02   1.00751650e-02   5.30348485e-03
    2.88302861e-02   4.38158438e-02   7.81596363e-01   1.99353126e-05
    4.56036776e-02   2.93961231e-04]
 [  2.01776740e-03   3.39864437e-06   8.86261405e-05   4.46709491e-05
    9.77304080e-05   9.92413461e-01   3.77369067e-03   2.56160070e-04
    1.26062240e-03   4.38880197e-05]
 [  2.26344036e-06   1.53415908e-06   9.97007310e-01   1.02938960e-04
    4.08665012e-11   7.27616498e-06   2.75654468e-08   8.34917024e-09
    2.87870411e-03   2.38534370e-09]
 [  3.51370181e-06   2.36975946e-04   1.42392842e-02   9.12968755e-01
    8.26599353e-05   2.23504961e-04   1.18966220e-07   1.54584032e-02
    5.60718551e-02   7.14831171e-04]
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    2.49490868e-02   4.99717332e-03]
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    3.40484185e-05   6.30573777e-04]
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    1.87992890e-04   6.78152870e-03]
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    4.77049707e-06   1.84871649e-04]
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    1.72374675e-05   9.79617587e-04   7.20779411e-04   4.29410829e-05
    1.51186643e-04   3.66376225e-05]
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    3.49720131e-06   8.91813912e-09]
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    5.03608244e-05   7.69048370e-03]
 [  9.99349892e-01   2.52788936e-07   1.40780743e-04   2.47291405e-06
    1.03964155e-07   4.30714019e-04   2.59631264e-07   7.19908276e-05
    1.00224349e-06   2.63095035e-06]
 [  9.96980727e-01   2.37531594e-06   2.46973312e-03   1.65967605e-04
    1.74787161e-07   2.09034610e-04   1.39947733e-04   1.44223463e-06
    2.41380003e-05   6.51992423e-06]
 [  2.50351877e-04   7.12548755e-03   5.99133258e-04   6.62086299e-04
    1.17246783e-03   2.07806076e-03   9.79622006e-01   2.95311111e-06
    8.44730157e-03   4.01481593e-05]
 [  1.53457302e-06   1.73436945e-06   2.18603982e-05   9.95943844e-01
    5.78207455e-08   2.21616752e-03   4.86351626e-09   3.64678885e-06
    7.47467639e-05   1.73630589e-03]
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    3.73670518e-01   5.51287783e-03   6.04634231e-04   3.86659708e-03
    4.74455468e-02   5.61846673e-01]
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    2.75952648e-03   1.20115819e-05   1.08084339e-06   1.68934744e-02
    1.76446134e-04   9.79414523e-01]
 [  2.37146160e-04   1.84734527e-03   4.71219327e-03   1.91933103e-02
    8.59854394e-04   3.54040391e-03   1.93600121e-04   6.43319450e-04
    9.67755675e-01   1.01715827e-03]
 [  5.88183298e-07   1.15415312e-01   8.12400997e-01   6.88089728e-02
    5.15283136e-05   1.52748631e-04   1.74023196e-04   1.74958911e-03
    1.20926928e-03   3.68763358e-05]
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    1.90171602e-04   2.76095170e-06   1.15088129e-04   4.47515544e-04
    1.43124067e-04   6.24581253e-06]
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    1.86665267e-01   7.23078489e-01   2.16834899e-02   1.98608767e-02
    1.35684283e-02   1.75617021e-02]
 [  9.97423649e-01   1.85891145e-06   1.20068027e-03   2.14810949e-04
    3.10070868e-06   4.28064552e-04   7.45625657e-05   1.39732307e-04
    1.40317337e-04   3.73265939e-04]
 [  7.51342441e-06   1.53565708e-07   4.53292487e-05   2.94677684e-05
    1.22932475e-02   2.27753571e-05   8.48778029e-07   1.44936272e-03
    3.97659559e-03   9.82174754e-01]
 [  4.52525477e-04   3.33476043e-03   2.17480319e-05   7.13701520e-05
    8.25894404e-06   9.92734194e-01   2.74656213e-05   7.30905231e-05
    3.18233273e-03   9.41499457e-05]
 [  6.42854047e-06   2.46868676e-05   8.69316718e-05   9.89303470e-01
    6.31222974e-07   1.03038531e-02   3.13783318e-07   2.49983117e-07
    2.14409098e-04   5.89890478e-05]
 [  7.18138588e-04   1.19822005e-06   4.68183367e-04   1.05471736e-04
    6.31603837e-01   1.10171991e-03   1.21873408e-03   4.07102983e-04
    6.51216973e-03   3.57863396e-01]
 [  6.01632928e-04   8.52349422e-06   3.43680498e-04   1.52448541e-04
    8.01803602e-04   5.74491858e-01   4.23261702e-01   2.24107794e-07
    2.98421714e-04   3.97468502e-05]
 [  3.00825154e-03   2.40651170e-05   2.92054538e-05   1.33696827e-04
    1.31290697e-04   9.94113505e-01   1.49644096e-04   1.03297539e-03
    1.25740957e-03   1.19962380e-04]
 [  1.41901694e-06   1.29613341e-04   1.92613516e-05   9.97031331e-01
    2.06387298e-07   2.74403091e-03   8.37374159e-07   1.83988185e-08
    5.64279690e-05   1.67238159e-05]
 [  2.82508554e-03   7.10500753e-05   9.81842279e-01   4.57816385e-03
    2.02351483e-04   4.95386426e-04   2.97246588e-04   6.71513705e-03
    4.09920642e-04   2.56334967e-03]]
INFO:tensorflow:global_step/sec: 156.942
INFO:tensorflow:loss = 0.190474, step = 18601
INFO:tensorflow:probabilities = [[  2.79481322e-01   4.81164170e-06   5.62336147e-02   2.22516626e-01
    2.49862496e-05   2.94397950e-01   1.00129694e-02   5.28325501e-04
    6.37679175e-02   7.30315298e-02]
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    6.95277005e-03   1.04448855e-01   7.72392631e-01   4.65412624e-04
    3.28791104e-02   1.64283521e-03]
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    2.02877871e-07   4.02811740e-04   3.44545086e-08   7.02267222e-09
    6.62973849e-04   2.15110922e-04]
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    5.77347691e-07   9.95527089e-01   7.28616142e-05   8.21229060e-06
    2.47410848e-04   2.13276595e-04]
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    3.10839470e-02   4.16056514e-02]
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    2.37453628e-06   9.92883325e-01]
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    1.28239219e-03   2.70206970e-03]
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    1.13133423e-03   9.70021904e-01]
 [  8.44614121e-08   1.02652666e-06   3.89316439e-04   9.99285996e-01
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    5.29011711e-04   8.50114011e-05]
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    7.67463405e-07   1.83847803e-03]
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    6.24556735e-04   9.91834879e-01]
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    8.77909921e-03   2.10144601e-04]
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    3.62432093e-06   1.91004601e-05]
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    2.76644932e-05   1.56539871e-04]
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    2.58691114e-04   2.20945793e-07]
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    1.06557412e-03   6.26242979e-07]
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    6.63249511e-06   1.07660226e-05]
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    3.55728273e-03   2.30586588e-01]
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    2.88325548e-01   1.07015066e-01]
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    7.96064104e-09   6.18284976e-05   2.47095528e-07   1.96968486e-07
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    6.53171353e-03   1.96563517e-04   2.49754539e-05   1.36326710e-02
    4.49338630e-02   9.33099568e-01]
 [  2.10073972e-06   9.91342366e-01   1.17478623e-04   4.06349514e-04
    1.45849117e-04   1.63523218e-05   3.64806074e-05   1.27832882e-05
    7.89788738e-03   2.24741070e-05]
 [  3.55806833e-08   4.98067920e-10   1.29774369e-08   3.48014373e-06
    4.96997818e-05   2.37344736e-07   3.86692865e-11   4.51110900e-05
    8.62273282e-06   9.99892831e-01]
 [  9.99903798e-01   6.74509226e-10   1.22373249e-05   3.56890428e-06
    6.42674192e-10   4.87487250e-06   1.21318722e-09   5.75774502e-05
    8.65110110e-07   1.70005587e-05]
 [  3.84027862e-06   9.98901367e-01   8.79101790e-05   6.80522993e-04
    1.61348762e-05   2.83013887e-05   2.36662108e-05   3.22446358e-05
    1.74404951e-04   5.15397005e-05]
 [  1.08993291e-07   6.57117083e-10   7.10663417e-10   4.09558652e-06
    2.86236812e-09   9.99985695e-01   1.27907409e-08   5.45075513e-11
    1.01828527e-05   2.84595085e-08]
 [  5.59632781e-06   6.91801030e-03   9.80435729e-01   3.42371501e-03
    2.44068942e-04   5.52550591e-05   5.55065635e-05   8.04658979e-03
    7.09804997e-04   1.05824001e-04]
 [  1.13956474e-07   1.75780528e-08   1.33125404e-08   6.76325908e-06
    1.10887912e-08   9.99981284e-01   1.97467678e-08   2.42563118e-07
    1.03380353e-05   1.18383093e-06]
 [  3.23355425e-06   8.65200782e-05   2.47598218e-04   1.26386515e-03
    3.00718909e-07   5.81494396e-06   1.41628265e-08   9.97411311e-01
    4.42194505e-06   9.76981246e-04]
 [  9.92807508e-01   2.98474470e-06   8.33805316e-05   4.90629536e-05
    5.36110292e-07   6.53626444e-03   8.02890827e-06   3.53275158e-04
    1.29069173e-04   2.96667167e-05]
 [  5.10053997e-06   1.34545553e-04   9.98220861e-01   1.49474165e-03
    3.01742675e-09   4.48077884e-07   6.66372983e-08   1.39725744e-04
    4.43457520e-06   1.21644526e-08]
 [  6.85743044e-06   1.33584240e-06   3.56477161e-04   6.46614135e-05
    9.87603795e-04   6.67370768e-05   2.13460885e-06   8.49999895e-04
    1.13071073e-04   9.97551143e-01]
 [  1.02849763e-05   2.87520321e-04   5.08505665e-03   2.23021605e-03
    2.89833260e-05   4.59104893e-04   1.49474933e-03   1.01379583e-05
    9.90390301e-01   3.70107705e-06]
 [  9.39812660e-01   1.34426346e-05   7.87803624e-03   1.83042081e-03
    3.62364722e-06   2.18340177e-02   2.79372875e-02   2.37391811e-04
    4.45603830e-04   7.60234252e-06]
 [  3.59837606e-04   1.69170944e-05   2.92046508e-03   1.40594275e-04
    3.51813535e-04   2.23924336e-03   9.93569613e-01   6.45800185e-07
    3.93223570e-04   7.73491956e-06]
 [  1.63000806e-07   9.99553978e-01   8.84640613e-05   5.07075056e-05
    7.57139569e-05   5.90499030e-06   1.18733524e-05   8.77710681e-06
    2.03230826e-04   1.09738164e-06]
 [  1.69969315e-03   7.10967463e-04   1.23259285e-02   1.24510622e-03
    6.64480176e-05   1.53644045e-03   1.06728799e-03   4.52777058e-05
    9.78373647e-01   2.92919250e-03]
 [  7.91338243e-05   3.11287999e-06   6.57944358e-04   1.17915566e-04
    7.84617782e-07   1.00488560e-05   5.44271825e-06   7.66436301e-07
    9.99102116e-01   2.27954079e-05]
 [  1.43789322e-04   2.85075933e-01   4.29545760e-01   2.78649896e-01
    1.24934601e-07   1.78983947e-03   1.84417263e-06   4.64586978e-04
    4.31854557e-03   9.72468479e-06]
 [  4.88737953e-07   2.54714473e-06   4.40275062e-06   1.42227815e-04
    8.44282843e-03   8.92926182e-05   1.12761302e-06   4.74571541e-04
    1.88905062e-04   9.90653574e-01]
 [  4.52050827e-02   5.81877166e-03   7.62292824e-04   5.76366670e-04
    3.14824938e-05   8.36072028e-01   1.23186857e-02   1.46927327e-04
    9.87963602e-02   2.71983590e-04]
 [  2.52353698e-06   9.99615431e-01   1.27042425e-04   4.12756017e-05
    6.54068717e-05   4.88536273e-07   2.34607596e-05   6.41689549e-05
    5.28365199e-05   7.52993992e-06]
 [  9.99940395e-01   3.82394283e-10   2.42905535e-05   2.67783697e-08
    5.65351266e-10   3.12356497e-05   1.36431447e-06   2.22405134e-07
    2.00941531e-06   4.99432758e-07]
 [  9.69831945e-06   1.56081824e-05   2.30017031e-04   1.50796131e-05
    9.98890817e-01   1.16025723e-04   3.45665467e-04   1.86182529e-04
    7.42705452e-05   1.16566283e-04]
 [  9.99663591e-01   1.50728745e-08   2.70566845e-04   1.35574528e-05
    2.80163249e-07   7.74821365e-06   4.43964245e-06   2.85058140e-05
    7.63812693e-08   1.13685956e-05]
 [  9.77438976e-05   3.09222160e-05   9.93337393e-01   3.87913053e-04
    4.55543690e-04   5.10459431e-05   4.20905882e-03   2.69546240e-06
    1.39132584e-03   3.62089741e-05]
 [  8.20135767e-07   1.99649293e-07   5.35128038e-07   1.13824235e-05
    7.50151183e-03   7.34705594e-04   2.29256884e-07   1.14507182e-02
    2.79314045e-05   9.80271995e-01]
 [  8.65904428e-03   8.24226823e-04   7.92774081e-01   3.92666794e-02
    4.15449817e-04   7.66338926e-05   1.57853305e-01   1.01771764e-06
    8.48349664e-05   4.45800979e-05]
 [  9.92474103e-09   8.41532177e-10   2.97789082e-09   1.57959857e-05
    1.92551870e-05   3.25752262e-06   6.34999830e-11   9.92739379e-01
    3.88987200e-06   7.21835904e-03]
 [  2.54161023e-05   1.56953854e-06   3.95829875e-06   4.20646073e-04
    4.90565086e-03   3.10290110e-04   1.57177269e-07   8.71402398e-03
    5.08329576e-05   9.85567451e-01]
 [  3.75028932e-04   1.73833596e-05   1.75277790e-04   2.53452780e-03
    2.65413419e-05   9.94217515e-01   1.78008561e-03   3.80119877e-06
    1.23575621e-04   7.46199861e-04]
 [  1.59399133e-05   8.87224815e-07   5.74587102e-06   7.40667107e-04
    4.79368355e-05   9.98370469e-01   3.51876747e-06   2.37554377e-06
    2.37669083e-04   5.74768288e-04]
 [  9.27142901e-05   2.02495426e-06   1.22526166e-04   5.19702304e-03
    1.02177651e-07   9.93002713e-01   1.73580042e-06   1.01128001e-06
    1.55749370e-03   2.25997719e-05]
 [  7.02222678e-05   7.34233208e-06   8.27187687e-05   2.03925967e-02
    2.26534816e-04   9.69159782e-01   2.12575062e-04   3.20814411e-06
    1.80019892e-03   8.04480631e-03]
 [  1.01305486e-03   9.26566310e-03   5.49458200e-03   9.64164615e-01
    6.82360333e-05   1.87909568e-03   3.65113374e-04   5.77901437e-06
    1.76147241e-02   1.29095395e-04]
 [  7.05932907e-05   9.72616792e-01   1.62049551e-02   9.38452780e-04
    1.30349980e-03   1.55484257e-03   1.21872290e-04   4.72452212e-03
    2.33665854e-03   1.27875857e-04]
 [  9.01509193e-05   9.71377790e-01   1.65153493e-03   9.03125328e-04
    9.38019948e-04   5.89121459e-03   1.01223448e-03   1.47405569e-03
    1.62463132e-02   4.15509538e-04]
 [  9.74081377e-06   9.96078193e-01   3.42098967e-04   1.38763906e-04
    9.39835096e-04   7.08608277e-05   4.47539751e-05   1.77701667e-03
    2.67890282e-04   3.30856827e-04]
 [  4.45334479e-07   1.78706770e-07   4.71570911e-06   9.99636650e-01
    1.61047592e-10   3.02878849e-04   9.10108863e-11   4.39752377e-08
    5.10924765e-05   3.90787181e-06]
 [  1.69873101e-06   3.74266369e-06   1.39100337e-03   5.44937502e-05
    6.99616561e-04   7.86547098e-05   6.21081199e-07   1.82128057e-03
    3.99166629e-06   9.95944917e-01]
 [  1.25104194e-07   5.07812729e-07   3.23337474e-07   3.75842518e-07
    9.99042451e-01   8.09919584e-06   7.71610939e-06   1.04575729e-05
    1.03561733e-05   9.19528422e-04]
 [  6.84405950e-06   1.63236909e-04   1.08217367e-03   1.50762592e-02
    5.46943120e-05   4.83528478e-03   2.30663863e-05   5.43275792e-06
    9.78650928e-01   1.02133235e-04]
 [  2.93196281e-05   9.96659756e-01   1.14647625e-03   7.01046447e-05
    2.43975985e-04   3.25539004e-05   5.07415389e-04   3.18313309e-04
    9.75044910e-04   1.69798914e-05]
 [  4.11377926e-07   9.49756398e-08   2.30157895e-07   3.94525023e-06
    9.01717158e-06   1.66921764e-05   7.11264381e-11   9.94776011e-01
    6.34185255e-07   5.19298203e-03]
 [  6.59351354e-05   8.88871728e-05   6.76715688e-04   6.82465325e-05
    3.65325972e-03   1.01195986e-03   9.94230270e-01   1.86202624e-06
    1.87501500e-04   1.52961529e-05]
 [  1.47805741e-08   3.89664967e-09   1.93702476e-07   1.02302849e-07
    9.99844551e-01   2.68762960e-06   3.80026876e-07   2.72480520e-05
    8.44411048e-08   1.24543527e-04]
 [  9.99521971e-01   1.97156758e-09   1.83144075e-04   2.20141137e-05
    4.16311750e-08   2.29961061e-05   3.64822358e-06   1.75541771e-07
    2.45076459e-04   9.67839696e-07]
 [  9.65324762e-06   9.76495743e-01   5.90601063e-04   1.24033950e-02
    3.44962184e-03   1.27668586e-03   1.32921603e-04   1.72392218e-04
    5.35170408e-03   1.17211777e-04]
 [  1.83442067e-02   3.02659282e-05   1.45686232e-03   4.14157361e-02
    3.21697880e-04   2.85498332e-03   3.36530618e-04   7.01324170e-05
    8.56236577e-01   7.89329782e-02]
 [  3.40378756e-04   2.60828040e-03   7.75742403e-04   2.48460076e-03
    1.15110703e-01   3.10111465e-03   1.87316458e-04   1.95380524e-02
    2.75760749e-03   8.53096247e-01]
 [  5.65146001e-05   1.11485394e-06   4.28401120e-03   1.31765648e-06
    1.55875459e-03   1.38583564e-04   9.93810833e-01   1.49343435e-07
    4.23294114e-05   1.06496038e-04]
 [  1.73586213e-05   2.32911902e-04   9.92204428e-01   1.35493092e-03
    4.99287713e-03   3.51732568e-04   1.02683698e-04   1.36977615e-04
    9.43977575e-05   5.11764432e-04]]
INFO:tensorflow:probabilities = [[  9.78161285e-09   6.08209177e-07   5.24900372e-07   9.99905586e-01
    3.77485376e-09   6.72888564e-05   3.00312795e-11   3.56870302e-08
    1.85811477e-05   7.25316204e-06]
 [  3.41472770e-08   3.21712292e-08   3.79009890e-07   1.05069887e-06
    9.97936606e-01   2.28973549e-05   1.62899721e-06   1.02269705e-05
    3.20925074e-06   2.02392857e-03]
 [  4.63087963e-05   9.97556090e-01   3.42102103e-05   9.56735385e-05
    3.11597280e-04   2.77899271e-05   2.79920438e-04   5.18747023e-04
    1.10063038e-03   2.89672571e-05]
 [  4.70038416e-04   4.33154753e-04   1.93969009e-03   8.45890463e-05
    9.83379543e-01   8.66646995e-04   7.82682747e-03   1.37388404e-03
    4.51051601e-04   3.17449053e-03]
 [  2.08679383e-04   1.18306514e-06   6.07379297e-06   1.59268438e-05
    1.74016765e-04   2.49111518e-01   7.50202000e-01   3.10887316e-07
    2.61858921e-04   1.83804914e-05]
 [  7.29612384e-06   7.81810493e-04   2.19274210e-04   6.62163147e-05
    3.05304333e-04   4.99469570e-05   9.98461604e-01   1.38076075e-07
    1.08194741e-04   2.53789096e-07]
 [  7.65006480e-05   9.63142666e-04   3.74167488e-04   7.37888331e-05
    2.54044833e-04   6.68315392e-04   7.88796111e-04   3.70765978e-04
    9.95268762e-01   1.16170256e-03]
 [  2.10307530e-06   9.59832050e-06   5.45881339e-04   1.43464626e-04
    9.96900916e-01   7.61979172e-05   1.64126992e-04   6.65266343e-05
    1.37451643e-04   1.95370778e-03]
 [  1.93759348e-04   6.54861156e-04   1.30231332e-04   1.46685436e-03
    1.57881313e-05   4.31945693e-04   2.29936762e-04   1.65354559e-05
    9.96546328e-01   3.13701457e-04]
 [  3.51555442e-04   9.92231250e-01   2.62365513e-03   4.25134727e-04
    6.76089956e-04   2.39270485e-05   5.76941180e-04   2.62644578e-04
    2.59583280e-03   2.32983948e-04]
 [  1.98395519e-05   8.74683155e-06   2.48504921e-06   2.34723077e-04
    3.98159594e-09   9.99712169e-01   1.68601105e-06   1.44543446e-06
    1.88419654e-05   1.04396740e-07]
 [  5.63871945e-05   9.98612881e-01   3.38528102e-04   9.29669404e-05
    2.14814325e-04   1.85785520e-05   1.57783710e-04   3.81900521e-04
    8.98169310e-05   3.64180123e-05]
 [  1.86107005e-08   1.13243781e-09   1.85164663e-06   5.88079001e-06
    1.12989840e-09   3.34429870e-08   2.07740726e-14   9.99972343e-01
    2.74768333e-08   1.99190035e-05]
 [  2.05495076e-06   1.78712344e-06   1.13166664e-06   2.01358314e-04
    4.89748898e-04   2.02449392e-05   5.65835485e-08   8.03887099e-03
    1.91857311e-04   9.91052926e-01]
 [  4.51821229e-08   2.13791407e-09   7.26596954e-06   3.15902867e-06
    1.39408318e-10   3.41004913e-09   4.67301241e-12   9.99978065e-01
    2.80271042e-08   1.14944005e-05]
 [  1.46292377e-05   9.88021493e-01   1.13953756e-04   9.02955799e-05
    4.63369815e-06   4.29383246e-04   6.36778830e-04   2.50106268e-07
    1.06869573e-02   1.48432343e-06]
 [  1.61958381e-03   2.59130436e-04   4.11776453e-03   7.22382465e-05
    1.42252579e-01   6.60887221e-04   8.44934285e-01   4.51786909e-04
    4.90846671e-03   7.23285193e-04]
 [  1.08335607e-05   4.67376431e-08   1.54737590e-05   2.22172911e-08
    5.35621657e-04   8.73581084e-05   9.99334157e-01   2.04353050e-08
    1.37728221e-05   2.64691994e-06]
 [  7.37421215e-05   1.19985680e-06   4.51995220e-05   4.62086655e-06
    1.91301501e-06   6.81405654e-05   1.67379549e-04   2.51172514e-06
    9.99608219e-01   2.70320870e-05]
 [  1.10630688e-04   1.74671285e-07   7.17571129e-06   9.36528551e-04
    1.83770658e-06   7.09439954e-03   3.65550186e-05   5.89503770e-07
    9.91690040e-01   1.21988196e-04]
 [  1.23517248e-05   6.48937794e-06   1.08989618e-04   9.80116852e-07
    3.00613610e-04   1.07499259e-03   9.97677743e-01   1.52243842e-07
    8.13648512e-04   4.17938918e-06]
 [  3.05377529e-04   9.94739115e-01   6.40960759e-04   1.12555583e-03
    5.49507618e-04   1.28163112e-04   8.36177671e-04   4.97566129e-04
    9.24417051e-04   2.53162056e-04]
 [  9.16992128e-01   5.84940426e-04   1.06534008e-02   3.05351727e-02
    4.81227267e-04   2.13931222e-03   2.88128736e-04   1.10776192e-02
    1.17068831e-03   2.60773953e-02]
 [  7.14486698e-04   9.82103229e-01   1.99772371e-03   2.52666621e-04
    1.37006107e-03   5.84333611e-04   1.26092206e-03   2.39005123e-04
    1.14290519e-02   4.85382225e-05]
 [  6.49286012e-05   2.40187819e-06   1.07846223e-02   1.29704085e-05
    2.13085645e-04   3.66922504e-05   9.88289356e-01   3.86473175e-06
    5.91035292e-04   9.83856125e-07]
 [  1.31326587e-07   1.30449132e-06   9.99869943e-01   3.68011206e-05
    7.51680176e-08   2.06798205e-08   5.20942827e-08   2.62091930e-08
    9.16427598e-05   8.56920579e-09]
 [  2.68485765e-05   6.76309501e-05   5.52516547e-04   1.22410699e-03
    2.62998790e-03   1.67719292e-04   5.19644163e-06   1.13273822e-02
    1.53802685e-03   9.82460558e-01]
 [  3.20532388e-04   1.67847211e-05   6.07584443e-05   2.25593885e-06
    3.43996857e-04   1.16031588e-04   9.99093771e-01   3.44322928e-07
    4.24700193e-05   2.98619761e-06]
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    4.90818784e-05   9.81740236e-01]
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    2.82123190e-04   4.15351387e-05]
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    2.67473143e-02   6.63774626e-05]
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    1.59119707e-04   4.45889396e-04   2.35566375e-04   1.36561203e-03
    2.25539808e-03   9.79480683e-04]
 [  6.20313324e-02   2.11671681e-06   9.37096417e-01   9.46008149e-05
    1.58635885e-05   4.10859820e-06   5.90287265e-04   4.76870309e-06
    3.50918817e-05   1.25353210e-04]
 [  2.41588441e-05   9.90920901e-01   5.93279437e-05   2.96446728e-03
    1.54051930e-04   7.36196671e-05   1.48218196e-05   3.96614708e-03
    2.15828346e-04   1.60673913e-03]
 [  7.42663024e-03   1.50156033e-04   3.93132074e-03   8.14266130e-03
    1.82174891e-03   9.48905468e-01   6.52362499e-03   1.38324744e-03
    2.08360292e-02   8.79155821e-04]
 [  9.99989271e-01   1.13908583e-09   3.94168501e-06   1.89808645e-07
    1.35743028e-09   5.34010223e-06   3.56817623e-07   2.79792516e-07
    1.67277435e-07   4.56408941e-07]
 [  8.79840591e-05   3.87152750e-06   7.17903367e-06   9.71563756e-01
    7.27342467e-06   1.45558510e-02   9.71462057e-08   3.74842748e-05
    3.14730933e-05   1.37049025e-02]
 [  9.25140703e-05   7.13435875e-05   3.52989482e-05   3.21862375e-04
    5.90550900e-02   8.71922016e-01   3.30403709e-04   8.63020867e-03
    3.59456465e-02   2.35956311e-02]
 [  3.62071148e-07   3.03378727e-07   1.94420762e-04   9.28055925e-08
    6.63619663e-04   1.71007389e-06   9.99137878e-01   4.13789927e-08
    1.52358575e-06   1.23458479e-08]]
INFO:tensorflow:global_step/sec: 156.774
INFO:tensorflow:loss = 0.120584, step = 18701
INFO:tensorflow:probabilities = [[  9.43431701e-07   7.36710717e-05   3.91485431e-04   6.94569371e-06
    3.59781930e-04   2.47798689e-05   9.98920321e-01   1.30623178e-07
    2.20077374e-04   1.89003765e-06]
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    8.73016179e-01   2.26420278e-04   7.55386864e-05   1.99745670e-02
    1.42492459e-03   1.00844257e-01]
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    4.35770198e-06   7.71001156e-04   2.84875161e-04   1.50452370e-05
    8.42188601e-04   1.98525377e-05]
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    2.63290218e-04   8.28166201e-04   5.47566303e-09   8.89761686e-01
    7.92743987e-04   1.08192265e-01]
 [  1.14282648e-06   5.55516781e-05   2.71710946e-04   7.88953457e-06
    1.96916808e-04   7.24587822e-04   9.97916400e-01   1.26499785e-07
    8.25308380e-04   3.82162796e-07]
 [  1.49845919e-05   2.80889566e-07   1.35389553e-06   7.43343786e-04
    1.08672684e-05   9.97970760e-01   1.89942079e-06   2.14821703e-05
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    1.29956743e-05   9.94997740e-01   1.37889420e-03   8.93536992e-07
    6.52982679e-04   4.17337753e-04]
 [  9.09946209e-07   9.95886028e-01   5.40452966e-05   2.72109103e-03
    1.16449068e-04   2.28914414e-05   5.26799740e-05   1.24455164e-05
    1.11360743e-03   1.97768550e-05]
 [  4.75969020e-04   7.30473312e-06   3.55425710e-03   3.72613518e-04
    1.75538189e-05   2.60007626e-04   4.03246595e-05   1.97546760e-04
    9.93633747e-01   1.44076871e-03]
 [  1.21752777e-08   2.60431854e-09   1.44535375e-06   2.21238261e-05
    1.02857813e-10   2.88661369e-07   8.05919350e-13   9.99951839e-01
    2.83901791e-08   2.42699462e-05]
 [  3.85741077e-06   7.71279815e-07   1.40202317e-07   1.62709781e-04
    2.38507098e-04   6.19529237e-05   4.31292602e-09   6.75679669e-02
    7.06639185e-05   9.31893408e-01]
 [  8.38430642e-05   9.91507173e-01   2.53160513e-04   2.39507481e-03
    9.98188742e-04   8.63002242e-06   5.04732852e-05   2.51505943e-03
    1.54378021e-03   6.44609332e-04]
 [  3.26077461e-05   8.43885937e-04   3.87590944e-06   7.02627935e-03
    4.22783021e-04   9.88830030e-01   1.02399162e-03   1.85467925e-07
    1.63811538e-03   1.78136950e-04]
 [  2.24656418e-01   1.26340017e-01   3.91105488e-02   1.91370249e-01
    4.00751038e-03   3.81317288e-02   1.78110197e-01   2.29825987e-03
    1.84069514e-01   1.19054448e-02]
 [  2.08005963e-06   2.00232719e-07   8.33978811e-06   3.19017599e-05
    9.90220189e-01   1.82961048e-05   1.04733454e-05   7.35089183e-04
    5.92450988e-06   8.96751694e-03]
 [  1.86043991e-07   2.63286620e-06   3.04940500e-06   6.21462241e-05
    3.17446506e-06   9.99738157e-01   1.35433773e-04   2.66549360e-09
    5.44724535e-05   8.69475855e-07]
 [  9.99265134e-01   2.18228820e-07   5.07304831e-05   1.36995241e-05
    9.06045841e-07   3.24066437e-04   2.78754887e-04   5.67888173e-06
    1.55161251e-06   5.91493554e-05]
 [  1.69203689e-04   8.70961463e-04   4.94387117e-04   1.57511085e-02
    2.22321823e-02   1.92667439e-03   5.76169368e-05   2.62947157e-02
    2.49854452e-03   9.29704547e-01]
 [  6.83475810e-05   8.38971348e-04   3.39763588e-04   9.95540917e-01
    5.66479212e-05   9.39932652e-04   7.67899337e-07   3.64951207e-04
    2.04540323e-04   1.64531160e-03]
 [  6.93880778e-04   2.51843259e-02   3.86840547e-03   2.31249258e-04
    5.98831568e-03   9.03336448e-04   9.59937394e-01   1.67259404e-05
    3.13844741e-03   3.79207158e-05]
 [  1.04646369e-05   9.98442352e-01   1.11621841e-04   6.79968391e-04
    4.98199734e-05   3.53238793e-05   3.89483866e-05   4.96899120e-05
    5.61619992e-04   2.00660888e-05]]
INFO:tensorflow:probabilities = [[  9.99205172e-01   1.53689953e-07   2.20779984e-05   7.05090102e-08
    1.71669257e-08   7.42414792e-04   2.79322921e-05   3.68848490e-08
    2.12176815e-06   1.65909412e-07]
 [  6.56739076e-06   3.17695667e-05   9.95294750e-01   8.51582445e-04
    1.50382344e-03   1.77834809e-04   2.02518445e-03   6.22048829e-05
    4.54224719e-05   8.66043251e-07]
 [  1.24138722e-04   1.33766443e-04   1.62711553e-02   3.86348875e-05
    1.64257474e-02   1.33231760e-03   9.64358687e-01   7.76235447e-06
    1.30459294e-03   3.22033065e-06]
 [  3.98186239e-06   4.65070707e-06   9.32600813e-07   6.65440457e-05
    3.76446061e-02   2.66296527e-04   1.91818253e-06   2.54035881e-03
    2.34281746e-04   9.59236443e-01]
 [  1.45139611e-05   9.99014854e-01   1.81244250e-04   2.93376535e-04
    1.88900285e-05   6.01100373e-06   9.11837833e-06   2.69249780e-04
    1.69842053e-04   2.28843091e-05]
 [  8.22613219e-05   9.78669763e-01   9.56710242e-03   8.49322183e-04
    1.82477827e-03   6.62997481e-04   5.78664534e-04   5.65525377e-03
    2.02260586e-03   8.71016455e-05]
 [  8.55532766e-04   9.87498343e-01   3.39086284e-03   6.47179375e-04
    2.94551690e-04   3.44242551e-04   2.27427809e-03   1.09586655e-03
    3.53078125e-03   6.83010949e-05]
 [  3.07321613e-07   7.89268313e-07   9.83998616e-05   9.99810994e-01
    2.43003853e-07   4.59898729e-05   5.10873761e-08   6.04252159e-09
    3.78710283e-05   5.31704200e-06]
 [  1.19946233e-03   2.56839598e-06   9.92388010e-01   5.71337249e-03
    1.60904938e-06   3.92272108e-04   2.39020096e-06   8.76134709e-06
    2.82201276e-04   9.29995440e-06]
 [  8.60585278e-05   1.34579677e-05   5.61225112e-04   1.56673627e-06
    2.34618798e-04   2.87329691e-04   9.98810768e-01   6.61648656e-08
    1.19082165e-06   3.66470226e-06]
 [  7.20266544e-04   1.07521936e-03   9.09629650e-03   7.54509354e-04
    2.91492586e-04   5.04308904e-04   5.49199013e-03   8.45125214e-06
    9.82039869e-01   1.75684581e-05]
 [  3.34468961e-04   7.56798181e-05   1.44024261e-05   2.80227466e-03
    1.60302734e-05   1.61926150e-01   5.10182523e-04   9.44579654e-07
    8.33972037e-01   3.47782217e-04]
 [  5.92569585e-08   5.71848098e-08   3.53749215e-07   1.51437348e-07
    9.99969125e-01   4.22018002e-06   1.21413123e-05   3.58188390e-06
    8.66910113e-07   9.50470167e-06]
 [  4.15950899e-06   3.37154837e-08   1.59710441e-06   1.06998205e-05
    2.31861193e-07   9.99922156e-01   1.42907606e-06   3.98632324e-07
    5.90328855e-05   3.37359268e-07]
 [  7.44272828e-01   6.43794992e-05   2.31550157e-01   1.48624834e-02
    2.24158576e-08   8.43816809e-03   9.06038076e-06   9.99772055e-06
    7.66446232e-04   2.63427446e-05]
 [  4.29152806e-06   7.19756144e-06   9.78622496e-01   2.12602746e-02
    7.93119959e-10   1.61586070e-06   2.96906180e-08   5.90506488e-09
    1.04149964e-04   1.87871629e-09]
 [  1.26286279e-02   1.43215366e-04   2.24781176e-03   7.02687481e-04
    1.89629719e-01   9.13569611e-03   5.34595340e-04   1.62350219e-02
    2.95950845e-03   7.65783131e-01]
 [  3.08779090e-05   2.60208570e-03   5.48452977e-03   1.12180570e-02
    2.32977582e-05   7.21176970e-04   2.13985204e-05   6.64789768e-05
    9.79806542e-01   2.56110161e-05]
 [  5.28528981e-05   9.82292175e-01   8.89676681e-04   8.14652827e-04
    1.17090880e-04   1.86867372e-03   2.60344405e-06   4.63698665e-03
    9.27220099e-03   5.31120022e-05]
 [  9.99004424e-01   3.80268688e-08   2.20548478e-04   5.91198805e-05
    2.75820220e-08   2.25957221e-04   2.01929886e-08   5.35307549e-07
    4.80216317e-04   9.41874532e-06]
 [  3.06291902e-03   8.06329190e-05   2.74989434e-04   3.07980948e-03
    7.42680859e-03   9.64155734e-01   2.05885910e-04   9.71765351e-03
    4.10042703e-03   7.89519586e-03]
 [  8.69888961e-01   1.74360957e-05   1.46100074e-02   1.16312050e-03
    4.15976346e-03   5.02641080e-03   6.28655329e-02   2.79819015e-02
    4.86942117e-05   1.42381703e-02]
 [  8.85395548e-06   2.13352454e-04   8.69665295e-04   2.90150865e-07
    4.28990927e-03   4.15101058e-05   9.94450986e-01   3.32166309e-07
    1.19395569e-04   5.68084852e-06]
 [  3.93468547e-08   1.13720325e-05   9.99603450e-01   1.95580913e-04
    3.66899803e-05   9.23322787e-08   8.30333374e-06   7.97866093e-08
    1.44103455e-04   2.27017509e-07]
 [  6.55744341e-04   6.97687792e-05   7.38773728e-04   9.08778675e-05
    2.66635208e-03   1.05673273e-03   9.94410932e-01   1.85247325e-06
    2.52032973e-04   5.69474141e-05]
 [  6.46962225e-03   2.21588227e-04   3.31298611e-03   1.65367397e-04
    7.78717101e-01   5.34361054e-04   2.08494484e-01   1.58347632e-03
    1.59391057e-04   3.41611478e-04]
 [  2.24412379e-05   2.27095688e-06   1.31114796e-02   9.88664012e-03
    2.94182428e-05   2.82041437e-04   1.28044358e-05   1.68250881e-06
    9.76487219e-01   1.64055513e-04]
 [  4.68919916e-06   3.21293017e-04   2.54353462e-03   1.96430879e-03
    2.10856451e-04   6.82962593e-04   1.38549367e-03   7.43151713e-06
    9.92851794e-01   2.75269613e-05]
 [  1.94073698e-04   9.88772094e-01   2.20133085e-03   2.10737973e-03
    2.10373299e-04   1.10534156e-05   2.63466674e-04   1.38803083e-03
    4.82600462e-03   2.62215726e-05]
 [  1.19198032e-03   8.52245372e-03   6.49623515e-04   1.87898971e-04
    6.30504364e-05   1.48180490e-02   4.18904237e-02   1.14029979e-06
    9.32657301e-01   1.81438809e-05]
 [  9.99182045e-01   1.67984791e-08   7.50467530e-04   4.69861880e-06
    8.37884961e-09   2.48828837e-06   1.21761434e-06   1.50194772e-08
    5.73144412e-08   5.90892414e-05]
 [  4.45027108e-05   7.50630943e-06   2.78124298e-05   7.12727051e-05
    1.76181510e-01   1.34565507e-05   5.64240372e-06   1.29134553e-02
    4.32428159e-03   8.06410491e-01]
 [  3.21301229e-07   3.25144138e-05   9.99909401e-01   5.31870901e-05
    2.00468193e-07   1.32782958e-07   2.68989481e-07   7.74191619e-07
    3.11280291e-06   1.94166674e-07]
 [  9.80657887e-07   2.06297182e-06   7.01745594e-05   1.20529663e-07
    2.05297931e-03   2.06184195e-05   9.97845054e-01   4.73985097e-07
    7.07551635e-07   6.82426844e-06]
 [  7.61765477e-06   9.25575478e-07   6.34671665e-07   6.60472360e-05
    1.55509345e-03   1.21966004e-05   4.97975918e-08   6.45458698e-03
    6.26466353e-05   9.91840243e-01]
 [  7.03081241e-05   3.13076116e-02   9.97914933e-03   5.08333370e-03
    6.00006460e-05   6.07836882e-05   1.68342405e-04   8.16408452e-03
    9.44719017e-01   3.87418928e-04]
 [  3.31398724e-07   6.28536512e-09   8.18129120e-09   2.06643293e-07
    9.99510169e-01   9.83582868e-06   2.46420427e-06   3.51974857e-04
    1.71442935e-05   1.07725922e-04]
 [  4.90493781e-04   5.96581434e-04   7.73555250e-04   3.48728220e-03
    5.77323153e-05   5.69367839e-04   4.95476741e-07   9.72387254e-01
    2.55672698e-04   2.13815086e-02]
 [  3.59910109e-06   6.00603489e-05   1.00001062e-05   2.13501393e-03
    2.93255914e-02   3.93613568e-03   1.00412410e-06   6.31705020e-03
    1.43420490e-04   9.58068132e-01]
 [  9.99994755e-01   1.78742049e-10   8.13446235e-08   3.82621188e-08
    5.43651756e-11   4.10867870e-06   8.68727401e-09   9.99573047e-09
    1.09610994e-06   5.48598287e-08]
 [  2.49697012e-04   3.57020344e-03   2.76551029e-04   8.61824572e-01
    7.72985441e-05   9.23303068e-02   1.04367814e-06   5.50492993e-03
    2.35637072e-02   1.26018962e-02]
 [  3.91933236e-06   9.90043640e-01   4.30853135e-04   2.91120145e-04
    1.34988033e-04   3.55993434e-05   1.47729486e-04   5.75389458e-05
    8.84424243e-03   1.01865307e-05]
 [  2.55459727e-05   9.95448411e-01   6.24632870e-04   1.66747160e-03
    1.38773932e-04   6.12383737e-05   2.43312563e-04   2.92155542e-04
    1.38101086e-03   1.17474156e-04]
 [  1.63314027e-07   1.81671530e-05   1.68773261e-06   6.43275562e-05
    9.56049502e-01   7.95470667e-04   5.65099726e-05   2.00902205e-03
    4.49923193e-03   3.65058221e-02]
 [  2.07880330e-05   1.13215028e-05   1.55318397e-04   2.87860621e-05
    1.47542349e-04   3.96519783e-04   9.98849154e-01   2.65028166e-06
    3.86718195e-04   1.17689467e-06]
 [  2.95509468e-04   3.98776501e-05   5.36727137e-04   1.15428986e-04
    5.22643502e-04   2.14364729e-03   2.53826496e-04   6.03710650e-05
    9.87440944e-01   8.59099627e-03]
 [  2.74610852e-06   2.75222282e-03   5.58206739e-06   4.88540099e-05
    9.74346936e-01   9.22268664e-05   5.58771608e-05   3.33031523e-04
    1.15438446e-03   2.12081894e-02]
 [  9.82866695e-05   4.68210410e-03   3.96857485e-02   5.16676717e-02
    4.45298618e-03   1.30990610e-01   2.01987001e-04   3.66297281e-05
    7.68161714e-01   2.22776926e-05]
 [  7.16506236e-07   4.05422327e-08   1.40467373e-05   1.31149234e-08
    1.67140900e-06   3.26649524e-06   9.99979138e-01   1.17350726e-10
    1.03610455e-06   9.68035963e-09]
 [  4.58839622e-06   9.99235272e-01   5.28993514e-05   6.20298379e-05
    4.76807763e-05   8.34456296e-06   4.13994312e-05   2.23333627e-05
    5.20380912e-04   5.00327542e-06]
 [  3.82149667e-01   6.09028386e-03   5.02047222e-03   6.13764040e-02
    1.42688965e-04   5.13670027e-01   3.83539964e-03   4.82775690e-03
    1.07885059e-02   1.20987995e-02]
 [  1.53179615e-04   3.35566147e-04   6.52483941e-05   8.95877182e-01
    1.78874234e-05   2.65330598e-02   1.66605366e-06   5.79217740e-05
    1.82249316e-03   7.51358420e-02]
 [  1.13490976e-04   2.11370789e-05   2.75335420e-04   1.05837302e-04
    8.17415025e-03   6.61575887e-03   9.84408915e-01   2.10912076e-05
    1.53297238e-04   1.11042275e-04]
 [  3.35438631e-06   1.65990044e-04   1.11912304e-05   8.51235876e-04
    9.73500133e-01   1.84295711e-03   3.19680898e-04   5.21801048e-05
    5.58518479e-03   1.76679157e-02]
 [  2.10742269e-06   1.13286966e-07   8.86249691e-05   2.54278257e-05
    1.84297917e-07   2.65009421e-05   1.50463552e-06   3.50481287e-07
    9.99841452e-01   1.37041179e-05]
 [  8.06987919e-06   4.26541374e-05   1.83217751e-04   1.09735248e-03
    9.60853875e-01   6.58381687e-05   8.34855964e-05   2.54951388e-04
    7.39282812e-04   3.66711468e-02]
 [  5.90396221e-09   8.17084977e-09   2.21955556e-08   1.45008002e-07
    9.99879122e-01   1.66852278e-05   8.29724343e-07   5.79233244e-07
    1.38672692e-06   1.01096310e-04]
 [  6.60998793e-03   9.61523619e-05   1.45992441e-02   2.34351552e-04
    2.26956181e-04   4.89532016e-03   8.41515663e-04   8.30817095e-04
    9.65436280e-01   6.22939924e-03]
 [  2.39001005e-03   1.05945815e-04   2.45279446e-03   7.09748734e-03
    7.78107420e-02   6.86933696e-01   3.27698144e-05   1.22704431e-02
    4.66525584e-04   2.10439593e-01]
 [  3.24064713e-05   3.70125099e-06   2.43960368e-03   1.36395812e-03
    4.03148937e-04   8.54500162e-04   1.33384368e-03   6.55847430e-08
    9.93124902e-01   4.43795929e-04]
 [  1.87558567e-06   1.55085218e-05   9.97373819e-01   2.51732348e-03
    1.50409323e-06   3.40135699e-07   1.99581586e-06   1.75998903e-05
    6.96947391e-05   3.70931815e-07]
 [  2.44214971e-06   1.82378599e-07   5.07198422e-07   5.29566080e-07
    9.99403477e-01   2.29876787e-05   1.53576002e-05   1.42506667e-06
    9.19321246e-05   4.61100950e-04]
 [  5.60845830e-04   3.48677422e-05   1.16449373e-04   9.93969967e-04
    1.65462698e-05   8.76636922e-01   2.38480587e-02   1.07744276e-08
    9.77598727e-02   3.24643115e-05]
 [  9.06778369e-05   1.81983262e-06   2.02396568e-05   5.89203415e-03
    1.02326985e-05   2.95837526e-03   1.68917310e-07   9.90963399e-01
    1.31513189e-05   5.00049464e-05]
 [  8.62901032e-01   3.59143160e-04   1.24227647e-02   1.07703812e-03
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    7.45907819e-05   6.83786056e-05]
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    9.98360336e-01   6.39762075e-05]
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    1.11704145e-03   1.81282929e-03   8.92288790e-06   9.91620302e-01
    7.71991108e-05   5.06650703e-03]
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    1.27263588e-03   7.83821724e-06   9.73744196e-09   1.60269793e-02
    1.48954314e-05   9.82629061e-01]
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    5.30189369e-04   4.78502959e-02]
 [  1.14100794e-05   3.59414025e-06   9.98481452e-01   1.45094725e-03
    3.07979644e-05   2.67105150e-07   9.08708444e-06   1.19736535e-06
    9.11872758e-06   2.16448962e-06]
 [  3.64894476e-07   9.95069911e-08   4.87100010e-07   1.69210864e-04
    1.97243593e-11   9.99810636e-01   3.27063066e-09   6.62856934e-08
    1.89915245e-05   1.07934326e-07]
 [  7.16989871e-06   4.44902471e-05   2.90148109e-05   4.28460180e-06
    9.94974613e-01   8.93971446e-05   1.38318617e-04   2.90752942e-04
    1.04734769e-04   4.31732554e-03]
 [  4.42952290e-03   1.78914284e-03   2.32358202e-02   2.42727416e-04
    9.25394714e-01   2.34419189e-04   3.26153450e-02   4.10173275e-03
    2.01809662e-03   5.93844615e-03]
 [  5.24767893e-06   7.99238478e-07   1.16801573e-04   9.93241072e-01
    5.09195139e-08   3.19759920e-03   2.96693266e-08   1.50082496e-06
    2.10383534e-03   1.33313425e-03]]
INFO:tensorflow:global_step/sec: 155.24
INFO:tensorflow:loss = 0.09891, step = 18801
INFO:tensorflow:probabilities = [[  6.72215947e-06   1.20945224e-05   1.91982999e-03   9.80523255e-05
    8.55102122e-01   2.18786518e-04   5.92588971e-04   7.16138573e-04
    3.65276268e-04   1.40968576e-01]
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    9.17226043e-06   9.98335660e-01]
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    3.25976434e-05   1.23527279e-04]
 [  7.74322075e-07   2.70693326e-05   4.68090511e-05   9.98385549e-01
    1.41884342e-07   1.27987622e-03   6.85761870e-06   3.60133090e-05
    2.14088359e-04   2.73937576e-06]
 [  1.52408927e-06   3.09608410e-08   3.30444018e-05   2.39429355e-05
    2.91538882e-08   8.18008004e-07   6.50285048e-10   9.99877930e-01
    3.31780001e-07   6.23363230e-05]
 [  3.49276161e-06   2.53629684e-03   9.92618859e-01   4.56085848e-03
    1.81718747e-07   2.31691065e-05   2.27133714e-05   1.84043165e-04
    5.03155607e-05   4.69573678e-08]
 [  3.54892155e-03   3.24778119e-03   1.09302637e-03   2.27323864e-02
    2.11467457e-04   1.05786875e-01   3.67495883e-03   7.70540675e-04
    8.52034867e-01   6.89917803e-03]
 [  1.92553108e-03   4.76714704e-05   8.66308110e-05   4.65525547e-03
    4.42229630e-03   7.74591386e-01   5.92499564e-04   1.29137584e-03
    2.44043698e-03   2.09946930e-01]
 [  2.90251000e-06   8.89587955e-06   4.61322314e-04   1.02234779e-04
    1.02392605e-05   2.23304687e-06   4.09226217e-08   9.73040223e-01
    1.16482352e-05   2.63603646e-02]
 [  6.66400729e-06   2.97724455e-05   4.02317528e-04   1.16142468e-03
    1.28585449e-03   9.18937731e-04   4.64766599e-05   1.90226292e-05
    9.94298398e-01   1.83111813e-03]
 [  9.99465287e-01   1.36014497e-08   1.88693884e-05   2.39248602e-05
    2.09051496e-08   3.89503315e-04   1.55069256e-06   8.63106034e-05
    4.43596855e-06   1.02410240e-05]
 [  1.82370229e-06   9.40730024e-06   1.20136095e-03   4.25351143e-04
    9.94367898e-01   5.37705550e-04   1.43725119e-04   3.60101782e-04
    3.66017193e-04   2.58666114e-03]
 [  1.30465633e-04   1.63121622e-05   5.68735522e-05   1.00235193e-05
    1.85186567e-04   3.21734988e-04   9.98982012e-01   2.27353325e-07
    2.95160105e-04   1.92097696e-06]
 [  1.05674440e-06   2.06446293e-05   1.59793577e-04   7.18469033e-04
    1.58683093e-07   3.64800304e-04   2.22232552e-06   5.66046197e-07
    9.98730600e-01   1.67549138e-06]
 [  1.66179075e-06   1.32220384e-06   9.03679165e-07   6.50163031e-07
    3.31511197e-04   2.85024144e-04   9.99327421e-01   2.74224976e-10
    5.15990687e-05   4.22319566e-08]
 [  1.12989915e-06   3.14435937e-07   2.01159833e-06   9.80166419e-07
    9.99196470e-01   9.45723295e-05   7.11165285e-06   3.15727608e-04
    1.37529050e-05   3.67952569e-04]
 [  1.62165264e-07   7.98311135e-07   1.27449321e-05   2.71097269e-05
    3.93210939e-08   3.47458808e-06   2.87310481e-10   9.99921203e-01
    2.47467005e-06   3.19090577e-05]
 [  4.86552199e-06   1.05691606e-05   5.64712755e-05   2.39618544e-06
    9.99151468e-01   5.30312391e-05   2.24065676e-04   5.40840956e-05
    5.05141434e-05   3.92550020e-04]
 [  2.14178431e-06   1.97523536e-06   5.47692434e-05   2.73279653e-07
    9.99117196e-01   1.23805339e-05   4.24483675e-04   2.56104795e-05
    1.87075675e-05   3.42411426e-04]
 [  2.82369092e-06   5.08989524e-06   6.97638279e-06   1.39109343e-05
    9.97034788e-01   1.03254955e-04   1.14052622e-04   4.24692087e-04
    5.45035931e-04   1.74935313e-03]
 [  9.99961257e-01   1.58072022e-09   1.44563069e-06   9.75112346e-09
    1.06762492e-08   2.21011960e-05   7.29272733e-06   1.02525041e-06
    5.13060013e-06   1.83733584e-06]
 [  1.64731499e-02   1.07711996e-03   3.30028078e-03   1.11168079e-01
    2.34033185e-04   1.57885961e-02   9.23241969e-05   6.40821978e-02
    7.03232169e-01   8.45520720e-02]
 [  7.81484388e-08   3.37926622e-06   2.33994569e-06   9.96837616e-01
    9.34531954e-07   2.80770357e-03   1.26771909e-08   3.50532417e-07
    3.38376645e-04   9.12643736e-06]
 [  6.63073661e-05   5.70049160e-04   9.89445150e-01   1.15537888e-03
    1.99497254e-06   1.97046447e-05   1.12351932e-04   8.24665694e-05
    8.49684328e-03   4.98242116e-05]
 [  8.28924385e-06   3.76896253e-07   1.77718022e-07   4.86786048e-05
    8.09328817e-03   1.61243908e-04   1.95669244e-07   4.91178187e-04
    1.18447570e-02   9.79351878e-01]
 [  9.18777227e-01   2.22695802e-04   4.76397052e-02   6.22162013e-04
    6.31439174e-03   6.22683857e-03   1.53946865e-03   9.10195988e-03
    3.23544815e-03   6.32016081e-03]
 [  2.16642115e-06   1.32971331e-02   9.76911247e-01   2.16315244e-03
    9.58178514e-09   2.89139225e-05   1.28049749e-07   3.63156068e-05
    7.56083243e-03   6.02253820e-08]
 [  5.10817219e-04   9.57940301e-06   1.61094031e-05   3.67990970e-06
    1.08017798e-06   9.98492002e-01   1.78117072e-04   4.81565223e-07
    7.88127596e-04   6.66869369e-08]
 [  6.72972892e-05   1.18928852e-04   2.45627998e-05   2.38853696e-04
    5.73176444e-02   4.49367333e-04   5.38655615e-04   6.98931050e-04
    1.21212262e-03   9.39333618e-01]
 [  2.95182969e-02   4.51164873e-04   1.15508167e-03   4.56947833e-03
    9.56473313e-03   8.98818433e-01   1.58131775e-02   1.64988860e-02
    1.21854730e-02   1.14252046e-02]
 [  4.28329986e-05   5.60945049e-02   5.01824729e-02   5.89018278e-02
    4.22369549e-03   1.32316339e-03   1.09536352e-03   1.56155112e-03
    8.25504959e-01   1.06973702e-03]
 [  9.77414608e-01   5.79014659e-06   5.45856450e-03   5.37476549e-03
    1.15099438e-05   5.36480693e-05   9.80174664e-05   8.03625211e-03
    1.46545074e-06   3.54527519e-03]
 [  1.13116039e-04   9.96406257e-01   2.67724361e-04   2.08535144e-04
    2.49234290e-04   1.39501542e-04   2.47326188e-05   8.99488863e-04
    1.67116104e-03   2.03406344e-05]
 [  1.11079826e-05   5.11041480e-06   5.07531397e-04   1.37356212e-04
    1.91100014e-04   1.55566111e-01   5.17485626e-02   9.07788902e-08
    7.91618228e-01   2.14908709e-04]
 [  8.37821841e-01   1.19784541e-04   1.21365683e-02   1.45209290e-03
    9.66030732e-03   3.66522488e-03   3.92653514e-03   1.05028182e-01
    1.02235039e-03   2.51672324e-02]
 [  3.61284762e-08   1.00386505e-10   3.13358640e-07   6.97909730e-10
    9.99994516e-01   3.45506379e-07   7.26388237e-07   1.35833432e-06
    2.96366949e-07   2.47494108e-06]
 [  1.93218984e-05   3.53194132e-08   2.81850644e-03   1.06458764e-07
    6.63529063e-05   1.30358899e-07   9.97047484e-01   2.14998348e-08
    4.75482047e-05   5.82611165e-07]
 [  2.20217553e-05   1.41119726e-05   8.36685067e-04   1.21657213e-05
    1.76917732e-01   1.30350218e-05   8.19030464e-01   3.13197239e-03
    2.13167950e-05   6.23153767e-07]
 [  3.47683681e-06   3.52564236e-08   2.90513617e-06   3.04792032e-08
    9.99936819e-01   3.40323754e-06   1.84785622e-05   2.21432947e-05
    1.03734294e-06   1.15476978e-05]
 [  4.07526272e-07   5.48192283e-08   8.00680766e-07   1.21027060e-05
    3.62534649e-07   8.89865035e-08   2.76581692e-11   9.99855161e-01
    2.03911077e-06   1.28936808e-04]
 [  8.96537967e-05   2.99240255e-05   3.66682827e-04   4.67021664e-06
    3.99046170e-04   2.09579630e-05   1.77465018e-03   6.17667683e-05
    9.97067273e-01   1.85434736e-04]
 [  4.54036053e-05   9.95750785e-01   4.64436569e-04   1.16685362e-04
    7.52967549e-04   2.52829377e-05   2.48268276e-04   5.21370675e-04
    2.05828506e-03   1.64953635e-05]
 [  3.04991090e-06   3.29655876e-07   1.35756249e-03   9.98068035e-01
    1.83624849e-07   2.44378607e-05   1.38724534e-08   5.39587326e-08
    5.45028422e-04   1.27586532e-06]
 [  9.09515657e-03   1.55785443e-07   5.22977263e-02   1.44063786e-04
    5.34093706e-04   8.28634948e-05   7.74060936e-06   1.71451494e-01
    3.83482128e-01   3.82904559e-01]
 [  1.79335311e-05   6.67919721e-07   2.36072847e-05   3.58464720e-04
    4.67520393e-03   7.93536077e-04   4.32432671e-06   4.00320441e-03
    6.36892437e-05   9.90059376e-01]
 [  9.94067430e-01   1.26716486e-07   9.48506757e-04   1.63452874e-04
    2.99630187e-07   2.24827483e-04   4.41798602e-06   3.63221516e-05
    1.13399174e-05   4.54321038e-03]
 [  5.67420851e-04   2.65226731e-06   1.33127859e-03   2.11980660e-05
    7.09489286e-02   4.14505348e-06   9.24150467e-01   2.75794324e-03
    4.91627652e-05   1.66801226e-04]
 [  8.77053026e-07   4.26867160e-07   1.29765249e-06   3.13730525e-05
    1.03847597e-05   5.63311278e-06   4.94367001e-08   9.99731004e-01
    2.22266863e-06   2.16673172e-04]
 [  5.86383941e-10   6.38822257e-06   9.99987960e-01   5.55035876e-06
    1.72285795e-08   4.25604135e-10   5.40590794e-10   6.88379562e-11
    3.04048129e-08   9.48190554e-11]
 [  2.85397400e-04   3.79178637e-05   6.02065003e-04   5.78182167e-04
    9.72388268e-01   9.69651807e-03   1.92666112e-03   1.26988883e-03
    1.01597887e-03   1.21990684e-02]
 [  1.60789074e-04   5.31567312e-05   8.01232818e-04   1.34225274e-02
    3.89093020e-06   5.36859110e-02   2.01877792e-05   1.17896695e-06
    9.31794345e-01   5.67237403e-05]
 [  3.79858352e-06   9.96567249e-01   3.69553272e-05   5.61215216e-04
    4.99677844e-04   6.99480806e-05   5.49881806e-05   1.71871914e-04
    1.52214337e-03   5.11986436e-04]
 [  1.04213402e-08   5.95434642e-07   1.93704818e-05   1.88522652e-04
    2.95840692e-07   1.66682543e-08   1.68439741e-11   9.99740303e-01
    3.06853121e-06   4.77441063e-05]
 [  1.93037122e-05   1.94115436e-03   2.50494987e-01   8.73106867e-02
    1.75971189e-04   3.07564769e-04   1.51593167e-05   6.50999188e-01
    2.43265717e-03   6.30330993e-03]
 [  9.01406311e-05   9.93397474e-01   6.41019258e-04   1.02904269e-04
    6.73004601e-04   1.60071231e-05   7.55360670e-05   3.80344456e-03
    1.12029165e-03   8.01949864e-05]
 [  1.19443184e-05   2.48834999e-06   1.38722258e-04   2.69759767e-06
    2.23379848e-05   2.10828457e-05   9.99795854e-01   5.89941873e-09
    4.88088153e-06   2.35642332e-08]
 [  9.99025822e-01   1.16600432e-07   4.69420993e-05   1.01271853e-05
    2.29133298e-06   2.04155949e-05   1.80219740e-05   6.41031584e-05
    2.58808461e-04   5.53543447e-04]
 [  2.73232527e-05   5.07241872e-04   9.73450899e-01   1.37037234e-02
    6.24495797e-08   1.06712898e-04   1.41315661e-06   1.13255689e-02
    8.68044794e-04   8.92579737e-06]
 [  3.36866389e-04   2.98938481e-04   6.11343130e-04   5.45217423e-04
    2.28293298e-04   4.82473290e-03   7.08729320e-04   1.06022817e-05
    9.89303708e-01   3.13155353e-03]
 [  8.03798321e-04   4.98196641e-05   2.39094705e-04   4.32734632e-05
    1.49109343e-03   4.40343283e-03   9.92271781e-01   5.13725126e-06
    6.87880907e-04   4.68993812e-06]]
INFO:tensorflow:probabilities = [[  2.35994193e-08   2.47427470e-05   1.72707369e-05   9.92693424e-01
    6.61681838e-07   2.19021804e-05   6.02617789e-10   4.27880231e-03
    2.84795442e-05   2.93470081e-03]
 [  8.43029062e-04   5.85390837e-04   2.09386362e-05   2.92348815e-03
    1.85696140e-01   4.74306569e-03   5.06948672e-05   6.56018555e-01
    3.67548637e-04   1.48751199e-01]
 [  2.86147247e-06   1.17040159e-04   3.71546012e-05   5.52860115e-07
    5.04046155e-04   1.40048156e-04   9.99181449e-01   2.87763218e-08
    1.42610052e-05   2.47022308e-06]
 [  3.94125556e-04   9.51232374e-01   9.79331380e-05   7.04696123e-03
    1.13289221e-03   8.88953567e-04   1.48401246e-03   1.78012718e-03
    1.19320489e-02   2.40105465e-02]
 [  4.82213691e-05   9.98169184e-01   3.11726966e-04   8.89241419e-05
    4.53424465e-04   2.44613930e-05   2.18048648e-04   2.38285604e-04
    4.38091898e-04   9.53596100e-06]
 [  1.53987145e-03   2.94071269e-05   9.72858965e-01   1.17269913e-02
    9.17796604e-03   2.28204153e-04   1.69136713e-03   2.78981897e-05
    2.97223014e-04   2.42200214e-03]
 [  2.37160865e-02   4.38570423e-05   4.43830574e-03   5.04017808e-04
    4.97668125e-02   4.24457889e-04   9.21004474e-01   5.49482902e-05
    3.33374519e-05   1.37459956e-05]
 [  3.83096392e-07   3.16143911e-07   4.29359934e-05   2.50320823e-04
    1.44096376e-07   3.24797860e-08   2.09856611e-11   9.99532223e-01
    8.26308860e-06   1.65329242e-04]
 [  4.43219004e-04   8.02262104e-04   7.26110816e-01   4.88664396e-03
    2.38553584e-01   1.99245033e-03   5.24601201e-04   1.47889098e-02
    3.22266395e-04   1.15753254e-02]
 [  8.66226310e-06   4.40103847e-08   2.60600646e-05   1.39374180e-07
    1.26999192e-04   1.95881330e-06   9.99834776e-01   4.43871917e-09
    9.14195653e-07   3.70287580e-07]
 [  3.83787192e-05   1.28814017e-05   9.95575666e-01   3.63447994e-04
    2.09890204e-04   6.75846877e-06   3.37709719e-03   7.46550586e-06
    4.00690828e-04   7.74647287e-06]
 [  6.27956751e-06   1.58941270e-06   2.61893467e-04   1.08164033e-06
    1.73549969e-02   9.02335451e-05   9.82219577e-01   3.71860352e-07
    7.01621548e-06   5.70468437e-05]
 [  2.25634591e-04   4.42158664e-03   1.15616433e-03   1.68125466e-01
    2.88141835e-02   2.89724162e-03   9.42471495e-04   3.45910026e-04
    2.16915116e-01   5.76156199e-01]
 [  1.32853270e-03   1.37786136e-03   2.49650329e-04   1.62572935e-01
    7.89207377e-07   8.33177507e-01   3.93504706e-05   9.54470379e-05
    8.49531789e-04   3.08404444e-04]
 [  1.11850318e-06   3.93546816e-06   3.19686151e-05   1.08800409e-03
    1.85891036e-02   2.08520592e-04   7.19164120e-07   2.69249344e-04
    1.67127163e-03   9.78136122e-01]
 [  1.41906284e-03   1.81623574e-04   7.47900980e-04   1.88207505e-05
    8.96469224e-03   5.42051042e-04   9.87792552e-01   1.58338098e-05
    2.67359952e-04   5.01725845e-05]
 [  8.98455764e-05   1.39213341e-07   9.53166364e-06   3.08823874e-05
    3.62671237e-03   2.38847333e-05   1.18266473e-06   3.48777534e-03
    3.44638858e-04   9.92385387e-01]
 [  8.90852418e-03   9.01884732e-07   6.29065849e-04   4.38096264e-04
    2.99845324e-05   9.01892722e-01   2.54875701e-02   1.31689319e-06
    6.25538602e-02   5.79966836e-05]
 [  6.34037060e-05   9.97065723e-01   2.03055592e-04   1.90068749e-05
    1.76532543e-04   6.38091515e-05   7.52964523e-04   1.56058566e-04
    1.48178090e-03   1.77678630e-05]
 [  1.27314070e-06   3.06377608e-08   2.82463043e-05   1.73952557e-07
    1.10896563e-05   7.82524512e-06   9.99931812e-01   1.80144806e-08
    1.95757784e-05   4.65443755e-08]
 [  6.67718678e-06   4.88768492e-09   1.53889545e-07   4.94717506e-06
    1.73475815e-03   8.38928190e-06   4.32104130e-09   2.87775672e-03
    2.75428965e-06   9.95364547e-01]
 [  2.30429873e-06   4.55650706e-06   1.32623973e-05   2.23092611e-05
    8.84247199e-02   1.13743808e-05   1.58798161e-06   3.03677213e-03
    7.68270344e-04   9.07714903e-01]
 [  1.27307237e-06   4.44010375e-08   1.41274395e-05   5.58850979e-06
    1.95865892e-02   3.98483680e-05   4.54900146e-06   2.84081587e-04
    9.82392812e-05   9.79965687e-01]
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    9.99666929e-01   5.70298198e-06]
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    1.88273189e-04   1.90195587e-05]
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    3.40728526e-04   9.76952910e-01   7.93918116e-06   9.50455046e-07
    1.18991791e-03   5.90366684e-03]
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    5.27395787e-05   4.33174660e-04   6.21727842e-04   1.93447064e-04
    9.92140353e-01   3.96646094e-04]
 [  3.72873377e-09   5.42389397e-11   1.65172945e-10   5.83282144e-06
    1.21108248e-10   9.99993205e-01   2.24313990e-09   5.61923390e-11
    6.72871181e-07   2.19361354e-07]
 [  9.10829986e-04   9.67898190e-01   1.16037894e-02   1.50196266e-03
    1.17095304e-03   2.43264585e-04   1.16094733e-02   1.81310577e-03
    3.05758463e-03   1.90974795e-04]
 [  1.50735184e-04   3.57858116e-05   2.31153594e-04   9.93371010e-01
    1.74457921e-06   3.21028009e-03   3.25175870e-06   6.15892134e-07
    2.97385291e-03   2.17068700e-05]
 [  4.52202994e-06   2.15803026e-04   2.22151028e-03   4.69367251e-06
    1.03186548e-03   1.50304850e-05   9.96465802e-01   5.04352272e-07
    3.90743298e-05   1.22411996e-06]
 [  1.15173990e-02   1.24745665e-03   6.61712931e-03   7.72351623e-02
    2.13409789e-04   5.43632507e-02   1.73178990e-03   1.85273727e-03
    8.39231014e-01   5.99068450e-03]
 [  5.50345294e-06   4.06525709e-04   1.37579197e-03   8.79084691e-04
    4.71597596e-04   1.06360007e-03   8.23280215e-03   2.60781667e-06
    9.87536848e-01   2.57130578e-05]]
INFO:tensorflow:global_step/sec: 157.247
INFO:tensorflow:loss = 0.149035, step = 18901
INFO:tensorflow:probabilities = [[  9.63128241e-06   4.97763313e-06   9.52138180e-06   1.03779403e-05
    9.96714354e-01   7.21917240e-05   2.39658275e-05   7.45230180e-04
    2.83660684e-05   2.38131615e-03]
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 [  2.20691040e-03   2.29381933e-03   2.54772822e-05   1.18232660e-04
    4.98999134e-06   9.84985828e-01   4.52659551e-05   4.80264658e-03
    5.07320324e-03   4.43454133e-04]
 [  1.93592568e-05   1.72891032e-05   2.43640068e-04   1.67540093e-05
    9.95374858e-01   1.96493216e-04   3.48739629e-03   2.20409565e-04
    3.60394130e-04   6.34381358e-05]
 [  9.35923657e-04   9.94729578e-01   2.59153225e-04   3.70870781e-04
    6.37273712e-04   2.11610750e-04   1.02042884e-03   1.56926457e-04
    1.57137844e-03   1.06872671e-04]
 [  9.70643044e-01   5.10023199e-07   8.08813958e-04   2.52357295e-05
    1.62909186e-04   3.10486834e-03   2.48469543e-02   1.35994605e-05
    3.48428177e-04   4.56859816e-05]
 [  3.24078836e-02   2.30369609e-04   7.25533767e-03   2.04350617e-05
    2.15961449e-02   1.25429630e-02   9.22133029e-01   7.48147359e-05
    3.25024617e-03   4.88889695e-04]
 [  9.78545053e-04   3.76749938e-07   1.47383503e-06   1.34870410e-03
    5.84019290e-04   9.92369413e-01   1.73003715e-03   5.84582340e-05
    3.77877528e-04   2.55110045e-03]
 [  2.78310599e-05   9.97388542e-01   8.36024235e-04   3.13625118e-04
    1.02751910e-04   2.62697031e-05   1.11851965e-04   6.18974562e-04
    5.12962521e-04   6.12833974e-05]
 [  2.81625340e-04   9.90225732e-01   4.82839579e-03   1.15487688e-04
    4.53517889e-04   6.88322034e-05   2.44861143e-03   2.74675491e-04
    1.28748256e-03   1.57488084e-05]
 [  9.99117911e-01   1.72763059e-09   3.13126038e-05   2.88081935e-07
    2.48141077e-06   6.38832164e-04   9.50181948e-06   1.41969969e-04
    9.65983236e-06   4.79914379e-05]
 [  1.73651948e-04   1.22873724e-04   2.35126913e-03   5.04043931e-03
    2.26888351e-05   1.14586837e-04   1.94954367e-07   9.70297933e-01
    4.49873507e-03   1.73777211e-02]
 [  8.04603678e-06   4.05953906e-05   8.65308466e-05   1.39581869e-06
    9.99153972e-01   1.46765859e-04   4.21890494e-04   5.60521812e-06
    1.50351580e-05   1.20195087e-04]
 [  9.99505997e-01   6.24894270e-08   1.59498202e-04   1.13279102e-05
    1.10082135e-06   1.83518627e-04   6.98587901e-05   6.58006627e-07
    9.89734417e-06   5.80765227e-05]
 [  2.62207294e-07   1.36545088e-06   2.46227160e-06   1.93138494e-05
    2.53392227e-05   1.17114973e-06   1.08951759e-09   9.98292983e-01
    3.95363168e-05   1.61767483e-03]
 [  2.51238910e-03   1.38612004e-05   7.99556510e-05   2.59247725e-03
    1.05988904e-04   9.91159379e-01   1.82022748e-04   6.58240024e-05
    3.19639966e-03   9.15725323e-05]
 [  1.36389313e-02   6.32985437e-04   6.02253247e-03   8.49772186e-04
    8.58001411e-01   9.87315830e-03   3.39625925e-02   7.33758975e-03
    4.08736616e-03   6.55936748e-02]
 [  1.12612126e-03   3.84875311e-05   7.51383230e-03   1.76710833e-04
    3.14682402e-04   3.97811411e-03   5.25736948e-03   6.62793318e-05
    9.81181324e-01   3.46993329e-04]
 [  8.26505493e-06   6.01356696e-05   9.98255312e-01   1.72870845e-04
    1.95796063e-04   1.54509020e-04   9.88976099e-04   1.16627525e-04
    4.63919750e-05   1.02273236e-06]
 [  3.92768743e-06   1.25038850e-05   1.77268237e-06   1.10618814e-04
    9.80443973e-03   5.29085155e-05   3.93930662e-07   2.82828300e-03
    1.10406452e-03   9.86081123e-01]
 [  2.18075365e-06   9.25743021e-04   9.96371150e-01   2.32367730e-03
    1.06565926e-06   5.59620958e-06   1.18269065e-06   7.27394593e-07
    3.68580135e-04   2.69459832e-07]]
INFO:tensorflow:probabilities = [[  1.50734486e-04   8.54197970e-06   7.54737300e-07   4.29708045e-03
    3.40224091e-07   9.93931293e-01   2.18813466e-06   5.79496464e-06
    8.93396063e-05   1.51403924e-03]
 [  6.75565752e-05   1.17683585e-05   9.79254246e-01   1.92786492e-02
    8.03098519e-05   1.13766155e-05   2.56917156e-05   6.99910379e-06
    1.25621853e-03   7.19781337e-06]
 [  4.42491611e-04   8.85816116e-05   8.41429719e-05   3.96314543e-03
    8.98878861e-05   3.78449709e-04   9.00269015e-08   8.34086001e-01
    1.93233675e-04   1.60674036e-01]
 [  7.13609857e-04   9.49448091e-04   1.31701061e-03   2.31188051e-02
    7.90156983e-03   5.51836565e-04   4.23933343e-05   8.21775943e-02
    2.14268621e-02   8.61800909e-01]
 [  9.08344626e-01   1.81285286e-04   4.45027761e-02   1.16915896e-03
    3.27452319e-04   1.48433940e-02   2.78709531e-02   6.85614184e-04
    1.98211195e-03   9.26889115e-05]
 [  1.33178242e-08   1.06216071e-07   4.14814195e-07   2.95567079e-05
    3.27874901e-08   5.50867583e-07   1.24863953e-10   9.99910712e-01
    4.87869911e-05   9.86852774e-06]
 [  3.10975459e-08   1.10914233e-09   1.06670164e-07   1.68060633e-05
    3.81638232e-09   2.98223739e-08   1.08341439e-12   9.99927282e-01
    2.61149978e-07   5.55854785e-05]
 [  3.44949767e-05   1.48041202e-02   2.18140744e-02   5.93404055e-01
    2.39480361e-01   6.17944449e-03   8.79387808e-05   5.16645946e-02
    2.10229252e-02   5.15079908e-02]
 [  2.16026185e-03   7.19994605e-01   1.05002344e-01   5.08340299e-02
    9.79877659e-04   5.17894281e-04   2.35733358e-04   7.87307173e-02
    3.71730663e-02   4.37148800e-03]
 [  1.97032732e-05   9.92386937e-01   1.54327674e-04   2.04467657e-03
    4.32868255e-05   4.02743854e-06   1.50553469e-05   2.20379769e-03
    2.69434880e-03   4.33719106e-04]
 [  1.37301482e-04   8.27945173e-01   1.55592546e-01   2.78247055e-03
    6.52306154e-03   2.90117518e-04   1.56962790e-03   3.64688982e-04
    4.72701387e-03   6.79587902e-05]
 [  3.07910123e-05   3.71349961e-05   3.33360280e-04   8.44001025e-03
    6.03657008e-06   2.72707694e-05   8.28449487e-09   9.89599228e-01
    2.31283266e-04   1.29485212e-03]
 [  9.40970494e-06   1.93321903e-05   3.87795561e-04   4.56287526e-05
    3.64413268e-07   5.17064007e-04   1.48769891e-06   8.00752241e-05
    9.98929322e-01   9.52286700e-06]
 [  9.99755085e-01   6.54534702e-08   5.23930285e-05   2.63203447e-06
    7.49009317e-08   4.05080500e-05   3.31039723e-06   4.71469575e-05
    9.78070166e-05   7.23500364e-07]
 [  2.59851799e-06   9.99556363e-01   1.83328193e-05   2.16069966e-04
    4.48401915e-05   2.09819900e-05   2.69094380e-05   1.05249010e-05
    9.82426063e-05   5.22013124e-06]
 [  1.08335465e-04   1.18487492e-06   3.26090558e-05   4.34054346e-05
    9.44483757e-01   2.41542351e-04   3.64153784e-05   3.06266290e-03
    4.45381767e-04   5.15446924e-02]
 [  4.22679062e-04   7.62598065e-05   4.30207117e-04   7.58484244e-01
    3.33084995e-06   2.23155648e-01   1.73130229e-05   1.58138049e-04
    5.72912395e-03   1.15230670e-02]
 [  1.39699887e-06   7.69131248e-09   1.32288463e-07   9.66366206e-05
    2.24457449e-06   9.99856710e-01   4.44135958e-06   5.50709103e-07
    1.50258293e-05   2.28900553e-05]
 [  5.64440561e-05   4.87527104e-05   9.93194342e-01   2.45580939e-03
    7.68928601e-07   9.07392769e-06   4.20978404e-06   4.22007125e-03
    4.98428017e-06   5.40998781e-06]
 [  1.36357368e-04   8.34563613e-01   8.76743725e-05   2.55820807e-03
    1.23280354e-01   6.71409769e-03   9.94097441e-04   3.32788331e-04
    1.46510983e-02   1.66817307e-02]
 [  6.55930344e-05   9.96322632e-01   8.18067347e-05   2.34256979e-04
    8.12486323e-05   3.78193999e-06   7.18363008e-05   2.43067625e-03
    6.27874979e-04   8.03905641e-05]
 [  1.29053727e-01   1.94024527e-04   8.40695024e-01   9.62210167e-03
    6.53699374e-07   1.62767936e-02   7.73852866e-04   2.27279635e-03
    5.76492574e-04   5.34452847e-04]
 [  9.99863863e-01   5.83256421e-09   2.52090340e-05   6.39420159e-06
    3.88231207e-08   5.69067379e-06   6.34362805e-05   6.26838573e-06
    9.54879943e-06   1.95870161e-05]
 [  8.85399043e-09   1.85780635e-09   1.92854377e-09   1.23264647e-06
    1.44684876e-07   3.14992377e-07   3.47152233e-12   9.99951363e-01
    3.34714940e-07   4.66219426e-05]
 [  8.86813609e-08   8.32607228e-09   2.28510100e-08   2.81237808e-05
    2.95072738e-07   9.99944925e-01   6.00364331e-07   7.48654472e-08
    2.48807683e-05   9.81227117e-07]
 [  7.88648094e-07   9.95250106e-01   3.04535315e-05   5.57440042e-04
    7.75512948e-04   1.52637658e-04   9.86119994e-06   1.64644502e-03
    1.37512980e-03   2.01585892e-04]
 [  1.11913742e-07   5.02498078e-11   4.55521558e-08   2.72735123e-09
    9.99993920e-01   1.91513004e-06   9.99466465e-07   1.39819429e-06
    8.62387253e-07   8.12264489e-07]
 [  2.96077662e-04   4.52257067e-01   3.61760583e-04   5.26179634e-02
    2.69972652e-01   1.12757797e-03   6.74397161e-04   1.32009084e-03
    1.54288024e-01   6.70843348e-02]
 [  1.81809924e-06   1.83847897e-05   1.81827872e-05   1.85584053e-02
    1.30838319e-03   7.65119731e-01   3.29183990e-07   3.43209191e-04
    4.71946923e-03   2.09912077e-01]
 [  1.13049071e-04   6.77564472e-04   9.93590832e-01   1.41599227e-03
    1.26036536e-03   4.03520025e-05   1.63630862e-03   9.95546463e-04
    9.06427740e-05   1.79281094e-04]
 [  3.22053784e-05   2.97907695e-06   9.99499440e-01   4.02888727e-05
    5.52193924e-05   1.61045773e-06   3.19737569e-06   2.97931570e-06
    1.62022145e-04   2.00069320e-04]
 [  1.94639142e-04   9.96024251e-01   6.51838316e-04   1.59594041e-04
    3.81626509e-04   1.25070801e-04   1.54571934e-03   1.88166578e-05
    8.69307958e-04   2.93128669e-05]
 [  2.58790396e-06   5.17556782e-06   3.91568552e-04   9.32621062e-02
    2.06911424e-03   8.01048649e-04   3.58932681e-07   8.90592933e-01
    1.29625609e-04   1.27454121e-02]
 [  9.94718373e-01   3.38569953e-06   5.26957447e-04   1.16844358e-05
    5.66205053e-05   8.25335272e-04   2.98894569e-03   4.14204151e-05
    6.92732923e-04   1.34552130e-04]
 [  9.18403600e-07   6.08372886e-07   1.59707974e-06   1.50678752e-04
    2.83543090e-03   1.61751777e-05   1.99449808e-08   9.96729577e-05
    3.21355292e-05   9.96862769e-01]
 [  1.11947309e-04   2.21118612e-09   3.05498240e-08   6.66529240e-06
    2.88997864e-04   4.43182624e-04   6.27366425e-09   9.83498394e-01
    2.26456923e-05   1.56281292e-02]
 [  1.36547140e-04   3.09097086e-05   7.69408289e-05   2.50568468e-04
    4.50228399e-05   6.87764725e-04   5.47914816e-08   9.58964348e-01
    6.22053412e-05   3.97456549e-02]
 [  2.92323126e-08   6.58385488e-06   2.02691826e-05   5.89296087e-06
    9.99821603e-01   1.85632944e-05   1.84542787e-05   4.58726987e-07
    2.11952874e-06   1.05987303e-04]
 [  4.61696654e-05   2.35728821e-05   3.91191679e-05   5.30831632e-04
    8.04621819e-03   7.93069077e-04   1.91006370e-06   1.54592842e-02
    4.10434033e-04   9.74649310e-01]
 [  2.33176661e-06   3.68476685e-05   2.85061804e-04   9.77438033e-01
    1.83429438e-04   4.84785577e-03   2.32579237e-06   5.89126248e-05
    1.59137323e-02   1.23144127e-03]
 [  3.82817333e-08   3.46198412e-08   1.68583782e-07   1.03361231e-06
    9.99580324e-01   7.34922742e-06   3.81765494e-06   1.66663904e-05
    1.31774887e-05   3.77312448e-04]
 [  2.47561002e-05   1.40029211e-02   2.39907089e-03   2.23845316e-04
    1.84398828e-04   9.86621482e-04   2.52830014e-02   1.36421313e-05
    9.56794620e-01   8.71576049e-05]
 [  1.05659819e-08   2.70535310e-08   6.20635831e-07   1.06318856e-08
    3.39707949e-05   5.13283476e-06   9.99959111e-01   8.36513428e-11
    1.07548829e-06   8.28789393e-09]
 [  9.99537587e-01   2.59820627e-08   7.11845132e-06   7.57363182e-07
    1.31011768e-09   4.51487285e-04   6.91369948e-08   1.63524169e-06
    6.18815420e-07   6.77310993e-07]
 [  1.41541677e-04   1.23910968e-06   1.87966682e-04   3.19198240e-04
    3.44114657e-03   7.40084070e-05   8.02247314e-07   4.22371458e-03
    3.16735095e-04   9.91293609e-01]
 [  4.42324381e-05   9.97224212e-01   3.59852944e-04   7.86326636e-05
    2.67609081e-04   1.66873690e-06   4.65430167e-05   1.34795997e-03
    5.63692593e-04   6.55881740e-05]
 [  4.43136552e-03   4.54951599e-02   8.37669790e-01   7.21204877e-02
    1.70261235e-04   1.02462824e-02   3.39952239e-04   8.01608525e-03
    1.74632370e-02   4.04732907e-03]
 [  3.91782351e-06   4.99970247e-06   3.84382911e-05   4.25328908e-04
    2.66774296e-05   9.98338938e-01   2.20454735e-04   2.23028380e-07
    8.48813797e-04   9.22661056e-05]
 [  1.12136209e-03   9.15599503e-06   1.19978853e-04   5.33972904e-02
    3.01661748e-05   9.43310440e-01   3.86440312e-04   2.40462441e-06
    7.90116726e-04   8.32742779e-04]
 [  5.08015046e-06   1.68229799e-05   4.34671325e-04   4.65769745e-06
    1.64532772e-04   1.02737955e-04   9.99232292e-01   4.00580205e-07
    3.86837928e-05   1.19833828e-07]
 [  4.28704952e-04   4.17508090e-06   7.51082189e-05   3.81421228e-03
    6.71093539e-06   9.92082238e-01   8.25936004e-05   1.13403104e-04
    3.25629977e-03   1.36544957e-04]
 [  9.39816630e-07   6.54988980e-06   2.01104500e-04   5.32658072e-04
    1.45916815e-07   2.14023694e-05   3.18949689e-09   9.99118745e-01
    1.25417801e-05   1.05847466e-04]
 [  1.24360420e-04   1.09663267e-09   2.51123174e-06   7.77791593e-06
    1.14298571e-08   9.68268752e-01   3.73389440e-07   2.08072902e-06
    3.15918587e-02   2.29886246e-06]
 [  2.10732696e-06   9.99200284e-01   8.00835842e-05   2.76327883e-05
    3.43443317e-05   1.57122886e-05   1.44193895e-04   3.42252952e-06
    4.89744707e-04   2.35985135e-06]
 [  2.63250167e-05   7.28616025e-04   9.91949916e-01   4.08756925e-04
    9.72378302e-08   2.47587718e-06   5.87681870e-06   6.53415009e-06
    6.87105209e-03   3.64260075e-07]
 [  1.12920949e-04   9.97909606e-01   2.79148546e-04   1.39765209e-04
    4.56679787e-04   4.88028309e-05   1.65331352e-04   2.37780579e-04
    6.36118115e-04   1.38338391e-05]
 [  3.34486482e-04   1.64840312e-05   5.63194117e-05   1.17710428e-04
    2.93367484e-04   6.61216378e-02   9.29638326e-01   1.69869543e-06
    3.18634114e-03   2.33679355e-04]
 [  8.14362288e-01   1.75518398e-05   1.32211903e-03   7.70682236e-04
    4.64796140e-05   9.12173614e-02   5.76464012e-02   4.45237238e-05
    3.20819095e-02   2.49054166e-03]
 [  2.37800274e-03   1.47513160e-02   1.77202001e-03   6.75639883e-02
    6.08699806e-02   2.44398117e-01   7.58335751e-04   1.75604805e-01
    9.70402434e-02   3.34863186e-01]
 [  4.95509767e-06   1.87978003e-06   3.78656376e-04   1.60717661e-07
    9.98009741e-01   1.89672082e-05   8.77336832e-04   5.90357886e-05
    2.80324130e-05   6.21266721e-04]
 [  1.63902575e-03   1.91422913e-03   6.78977191e-01   2.79990643e-01
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    1.60468298e-05   2.38977503e-02]
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    2.25458406e-02   4.43343335e-04]
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    2.62598514e-05   4.57101351e-06   6.06782123e-05   4.94765809e-05
    2.87227239e-03   1.94281147e-05]
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    1.45532804e-08   8.01566369e-10   4.24549373e-09   9.40029721e-10
    3.29490604e-08   4.86315599e-10]
 [  3.89699545e-03   2.70478245e-06   1.11088346e-04   1.12169364e-05
    1.21365220e-03   9.88425851e-01   2.22191983e-03   3.16558755e-04
    3.55575467e-03   2.44252587e-04]
 [  9.58704770e-01   1.29077336e-04   1.00519126e-02   2.71258759e-04
    4.92736763e-06   2.40060780e-02   2.51727505e-03   4.39364027e-04
    3.47659201e-03   3.98914533e-04]
 [  1.02393788e-04   1.10565779e-05   9.98914480e-01   7.95482076e-04
    5.67102870e-06   5.18892375e-06   3.21605830e-06   1.20334225e-05
    1.85568897e-05   1.31783410e-04]
 [  8.42539445e-02   9.68996552e-04   4.55803201e-02   1.18448781e-02
    3.46684009e-02   7.48031307e-03   3.58048681e-04   4.96717542e-02
    4.77184318e-02   7.17454970e-01]
 [  7.93391955e-05   1.17705631e-05   1.00156083e-03   6.36550321e-05
    2.67420954e-04   4.28251311e-04   6.22013444e-03   1.05210245e-06
    9.91861224e-01   6.55924086e-05]
 [  2.33821429e-05   3.30570522e-08   9.87576459e-06   1.84396795e-05
    9.06819786e-10   6.33252512e-06   4.17951403e-11   9.99914169e-01
    1.32042013e-08   2.77174786e-05]
 [  5.55286109e-02   1.30667180e-01   4.00115317e-03   1.85997889e-03
    4.06095991e-04   4.58341576e-02   6.96365952e-01   3.54098484e-05
    6.51859194e-02   1.15542745e-04]
 [  4.72033607e-05   9.88373101e-01   4.82908357e-03   7.89952523e-04
    3.94894712e-04   2.81687608e-05   4.47177852e-04   6.09422335e-04
    4.41229623e-03   6.87422798e-05]]
INFO:tensorflow:global_step/sec: 157.721
INFO:tensorflow:loss = 0.177277, step = 19001
INFO:tensorflow:probabilities = [[  9.97366215e-07   5.69301948e-04   9.87871647e-01   1.14655131e-02
    6.33539887e-10   6.06586525e-07   8.52493031e-07   8.48248694e-10
    9.10017770e-05   4.46803670e-11]
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    3.45048145e-03   5.77935061e-05]
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    4.55303321e-04   4.05132043e-04]
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    2.79731903e-05   2.59811245e-03]
 [  3.79848643e-04   3.60407215e-03   1.06467970e-03   1.02084561e-03
    3.69965055e-05   5.28216246e-04   4.63475799e-03   5.11411554e-06
    9.88613605e-01   1.11825088e-04]
 [  1.26143623e-05   4.31751396e-04   1.43798301e-04   1.32658314e-02
    8.05243552e-02   1.57315396e-02   3.85181302e-05   1.92625751e-03
    5.72163984e-03   8.82203639e-01]
 [  8.50674951e-06   2.49734990e-06   4.84662087e-06   8.08666664e-05
    6.99649798e-04   1.09507586e-04   2.35021602e-07   1.16355531e-02
    1.29342370e-03   9.86164927e-01]
 [  2.87136754e-06   7.47376635e-06   5.81601448e-03   1.59724720e-03
    3.23452398e-09   1.65018307e-07   1.40185225e-11   9.92457390e-01
    7.11829489e-06   1.11803129e-04]
 [  2.42397550e-06   9.77618154e-03   9.89738882e-01   2.25460026e-04
    7.62474439e-09   4.55963061e-07   2.07464072e-05   1.92726830e-08
    2.35799045e-04   4.91234342e-09]
 [  1.12204843e-05   1.05380910e-04   3.52213792e-05   4.50494606e-03
    4.34020273e-02   1.46393729e-02   7.81108611e-06   9.00207832e-02
    5.91232849e-04   8.46682012e-01]
 [  8.02514251e-08   1.10073533e-08   5.14397584e-07   1.31633351e-05
    8.44696260e-08   9.91405487e-01   7.06878552e-07   5.68929348e-10
    8.57994705e-03   2.59900457e-08]
 [  9.21716673e-06   2.90942169e-03   4.33641108e-04   9.42346692e-01
    3.07854352e-04   4.04824167e-02   1.61171061e-04   1.32045621e-04
    1.30402669e-02   1.77487120e-04]
 [  9.95810866e-01   4.16503525e-07   1.73732275e-04   3.97589320e-05
    1.43285789e-07   3.17837531e-03   1.82897111e-05   1.61437769e-04
    5.88204770e-04   2.86733848e-05]
 [  9.01248131e-05   3.30576021e-03   2.53081974e-03   9.54194665e-01
    8.13825864e-06   3.60130481e-02   2.55637243e-03   4.42784622e-05
    1.18586759e-03   7.09411033e-05]
 [  8.88664272e-06   8.85396948e-05   6.66738604e-04   4.96461871e-04
    5.48364369e-06   5.61481174e-05   2.49661785e-08   9.97475207e-01
    3.45210661e-04   8.57279636e-04]
 [  1.50485391e-07   7.56301006e-07   4.75025399e-06   7.47996501e-06
    5.34185517e-07   4.34170886e-07   1.72234019e-10   9.99965072e-01
    1.89685721e-07   2.05688757e-05]
 [  1.87298853e-03   1.12965899e-04   3.54130141e-04   1.67103228e-03
    7.58693495e-04   3.09713781e-02   9.59890187e-01   3.36746234e-05
    4.13238257e-03   2.02633004e-04]
 [  1.45434178e-05   6.64941728e-01   1.37453284e-02   1.46874459e-02
    6.61913597e-04   8.91863275e-03   7.47574028e-04   6.35271226e-06
    2.96003371e-01   2.73309386e-04]
 [  3.22991509e-05   4.48155220e-07   1.86524976e-05   1.27283158e-04
    1.00633968e-02   2.18744462e-05   3.66207473e-07   4.66868514e-03
    9.46725559e-05   9.84972298e-01]
 [  7.58241076e-05   1.71231327e-03   2.64187064e-03   4.87096548e-01
    4.21179175e-05   5.79513144e-03   7.94412790e-06   3.24274501e-04
    5.02004921e-01   2.99058098e-04]
 [  6.74763669e-07   2.66717115e-09   1.60757381e-07   1.01433952e-05
    3.55034193e-04   8.68170173e-06   1.89518201e-09   6.45796885e-04
    1.20339333e-04   9.98859167e-01]
 [  6.72621318e-05   4.75776733e-06   1.20449033e-04   4.85550845e-04
    2.77597021e-04   1.53775763e-05   4.88169398e-08   7.38473833e-02
    4.26671904e-04   9.24754918e-01]
 [  4.57522304e-08   1.41171327e-07   2.62638758e-04   9.99489903e-01
    5.12051557e-09   3.21182088e-05   4.64877234e-11   1.20714256e-08
    2.14446627e-04   5.46638830e-07]
 [  1.78642629e-04   2.26519862e-03   3.56179895e-04   9.24387515e-01
    8.20058398e-03   1.30152074e-03   5.41039590e-05   1.14018982e-03
    5.89614268e-04   6.15263805e-02]
 [  6.10651841e-05   7.45621219e-05   1.24966746e-05   4.98230293e-05
    6.26901010e-06   9.99010324e-01   3.29817412e-05   6.20518676e-06
    7.16046605e-04   3.01052860e-05]
 [  3.57096610e-06   1.62362467e-05   3.85600924e-06   5.17197332e-05
    4.86030616e-02   2.17091729e-04   3.51734561e-05   4.18102463e-05
    9.95190814e-04   9.50032234e-01]
 [  1.49460437e-04   1.31109176e-04   5.26437288e-05   2.05088741e-04
    6.37562844e-05   2.80553097e-04   9.97443199e-01   4.10359995e-08
    1.67372287e-03   4.18449815e-07]
 [  2.47190510e-05   1.09859990e-04   9.60881516e-05   1.93457148e-04
    1.72337461e-02   7.65139630e-05   1.05540244e-06   1.88855659e-02
    1.90801293e-04   9.63188171e-01]
 [  1.05643943e-02   5.71528971e-01   2.38021389e-02   7.36366317e-04
    6.84617902e-04   3.52663075e-04   2.63214763e-03   1.88992382e-03
    3.87282193e-01   5.26556745e-04]
 [  1.60060663e-04   2.67868290e-05   1.43523706e-04   4.71061685e-06
    9.88470274e-04   7.27737497e-05   9.98531580e-01   5.37831829e-06
    5.73556608e-05   9.43576015e-06]
 [  2.08025725e-04   6.29532384e-04   9.89905417e-01   2.42493069e-03
    6.99565222e-04   6.61676517e-04   4.49829735e-03   8.62464774e-04
    7.27206207e-05   3.73567236e-05]
 [  2.19154890e-06   9.99519348e-01   1.53915080e-05   1.03609636e-04
    9.07422782e-06   5.11992027e-07   4.41959583e-06   6.51897935e-05
    2.51955556e-04   2.84053185e-05]
 [  3.38365244e-05   9.86538907e-07   9.63543880e-06   3.15581565e-05
    1.56406146e-02   2.19542824e-04   5.58416332e-06   2.24077255e-02
    5.05989534e-04   9.61144507e-01]
 [  2.09880003e-04   6.63449708e-03   1.13012444e-03   7.32987896e-02
    3.80164981e-02   2.80959774e-02   3.35475743e-05   1.76637366e-01
    2.95853373e-02   6.46357954e-01]
 [  6.01570810e-06   5.69583165e-07   2.77892304e-05   2.66636605e-04
    7.15774817e-08   9.99594629e-01   2.05376011e-07   8.31843039e-08
    1.03596598e-04   3.61298248e-07]
 [  1.71247996e-06   1.56251659e-07   1.68294633e-07   4.39407595e-04
    2.66288538e-07   9.99538422e-01   2.17932916e-06   2.44958841e-07
    6.48793502e-06   1.10582941e-05]
 [  9.97048191e-05   9.97534394e-01   1.72599102e-04   4.27488500e-04
    1.29454347e-04   7.38984727e-06   1.05532272e-04   5.37838263e-04
    9.46486485e-04   3.92543152e-05]
 [  9.99889731e-01   1.72104340e-08   1.00431251e-04   3.14862291e-06
    1.43788679e-08   1.08902987e-06   1.12474538e-06   7.64760046e-07
    3.45865601e-06   3.09415014e-07]
 [  4.09411332e-05   1.18260924e-03   1.00511126e-04   9.85643625e-01
    5.57895055e-06   7.97799695e-03   6.43900012e-06   2.71049748e-06
    4.35099797e-03   6.88695349e-04]
 [  8.50051365e-05   1.01354439e-04   9.98479187e-01   7.98600086e-04
    2.95206564e-06   4.91782703e-06   6.39648124e-06   2.60501023e-04
    2.54649087e-04   6.48145488e-06]
 [  3.11471202e-04   7.99133062e-08   4.18795280e-05   5.89222764e-05
    5.15681459e-03   8.69490668e-06   2.13389808e-06   1.01759552e-03
    1.65905032e-04   9.93236482e-01]
 [  9.99558032e-01   1.01205664e-07   2.27512748e-04   4.53575813e-05
    7.49035235e-06   2.92041768e-05   3.68399124e-05   2.97580164e-06
    6.84425977e-05   2.41000998e-05]
 [  8.53415281e-02   3.60137055e-04   3.73108983e-02   8.49711185e-04
    5.72912514e-01   2.10085255e-03   1.20572947e-01   3.46771930e-03
    9.91695896e-02   7.79141411e-02]
 [  4.10132316e-06   9.11740699e-06   5.10921745e-05   1.07666606e-03
    4.89816442e-03   3.96814343e-04   1.62621802e-06   6.07634196e-04
    8.54782853e-03   9.84406948e-01]
 [  3.00001157e-05   1.03576234e-07   4.93138168e-06   2.74896865e-06
    9.94962335e-01   2.06343495e-04   6.70285499e-06   3.21823754e-04
    2.31636641e-05   4.44181170e-03]
 [  1.15026713e-04   8.93185352e-05   4.88585280e-03   9.92362499e-01
    1.64462040e-06   1.80398813e-04   3.43338888e-06   5.78927893e-06
    6.50606060e-04   1.70544814e-03]
 [  4.15558134e-05   4.48719720e-06   9.05063178e-04   4.97123518e-04
    3.02993612e-06   4.01127501e-04   5.31252226e-06   4.96143502e-06
    9.97907162e-01   2.30144928e-04]
 [  5.97557914e-07   1.21823371e-06   5.89195192e-02   9.37659860e-01
    2.98513818e-08   3.45232402e-05   4.81237521e-08   9.07902177e-07
    3.38274054e-03   6.20608091e-07]
 [  1.11798850e-04   4.60282899e-06   3.22455168e-02   6.85685826e-03
    5.36190462e-04   1.15720795e-04   6.80427274e-06   9.58325028e-01
    7.38565868e-04   1.05886580e-03]
 [  1.56966489e-04   5.21421612e-07   1.06296902e-04   2.01897293e-01
    2.71597492e-05   7.81022012e-01   1.44396972e-05   2.03278341e-06
    1.43194739e-02   2.45379354e-03]
 [  1.26917428e-06   9.98620629e-01   6.58276404e-05   5.10913727e-04
    1.96667330e-04   3.69004047e-05   1.21089806e-05   2.46635900e-04
    1.80406700e-04   1.28570347e-04]
 [  8.40981727e-07   8.50768458e-07   3.10197811e-06   9.99851465e-01
    3.68237274e-10   1.29162043e-04   5.40363421e-10   1.48159023e-08
    1.19102947e-06   1.33991080e-05]
 [  2.26412012e-04   9.93247032e-01   1.77928619e-03   2.59008724e-04
    4.34990980e-05   1.95929715e-05   1.33374837e-04   4.63289762e-05
    4.23592608e-03   9.82798792e-06]
 [  2.09037766e-01   6.37962657e-05   2.45497591e-04   6.95861783e-03
    3.75953687e-06   7.44208515e-01   2.09913531e-04   9.03648150e-04
    3.77345793e-02   6.33866759e-04]
 [  3.62739025e-04   8.20362242e-04   5.20103553e-04   7.22539052e-03
    2.71426630e-04   9.13341064e-03   6.52937125e-03   4.25827693e-06
    9.74756002e-01   3.76901036e-04]
 [  2.28487956e-03   2.47654621e-04   8.70102704e-01   7.55203143e-02
    1.89498756e-02   2.29721016e-04   3.43649671e-03   2.51439982e-04
    2.46267952e-02   4.35013324e-03]
 [  9.99881148e-01   2.52506958e-08   2.76604769e-05   1.07329481e-06
    6.61279298e-09   6.37380435e-05   1.86628658e-05   4.00656120e-07
    7.04358354e-06   2.07476035e-07]
 [  3.07376126e-07   1.11323664e-06   6.00626408e-05   1.29908876e-04
    1.34164523e-07   2.99972271e-06   1.85753385e-10   9.98387456e-01
    5.46322894e-07   1.41747424e-03]
 [  1.19969212e-04   9.79096711e-01   5.86530950e-04   1.05530920e-03
    3.56548512e-03   5.90355085e-05   1.99406029e-04   9.29621607e-03
    5.12448326e-03   8.96830577e-04]
 [  1.19485112e-05   2.31004279e-07   1.84280907e-05   5.19230052e-05
    6.86185202e-04   1.22969514e-05   2.38138796e-07   1.23900187e-03
    1.88157530e-04   9.97791648e-01]
 [  1.25108542e-07   1.06445604e-07   1.59076280e-05   9.99896884e-01
    1.40049318e-11   7.01841927e-05   4.88124862e-12   2.74711298e-09
    1.56441929e-05   1.24104099e-06]
 [  7.90713239e-06   7.20707874e-07   7.90904778e-06   1.74278529e-08
    9.99039292e-01   2.19562867e-06   9.04270739e-04   6.24397035e-06
    2.27699875e-05   8.84905876e-06]
 [  1.24755134e-05   1.26579276e-03   7.35572597e-04   3.31513304e-03
    1.93775195e-05   1.15631185e-04   2.24577452e-05   1.20828125e-04
    9.94000971e-01   3.91707959e-04]
 [  5.47922542e-03   1.63082932e-05   1.64224199e-04   6.44494267e-03
    9.23705670e-07   9.82801616e-01   1.21196185e-03   4.06638137e-05
    3.61002237e-03   2.30143633e-04]
 [  2.18427437e-03   2.74335671e-05   2.76492741e-02   2.55530886e-03
    2.00242039e-06   1.99662361e-04   1.82820870e-07   9.61190879e-01
    5.72442841e-05   6.13378873e-03]]
INFO:tensorflow:probabilities = [[  1.98286260e-04   5.88243674e-05   1.93164655e-04   6.78988954e-06
    6.63791201e-04   1.25520703e-04   9.94099021e-01   1.99393767e-07
    4.64276504e-03   1.16400806e-05]
 [  8.03285220e-05   1.08509627e-03   9.86793220e-01   5.70051512e-03
    2.91995681e-03   2.85463990e-04   1.50750493e-04   3.65969645e-05
    2.55214772e-03   3.95971991e-04]
 [  2.40295427e-03   2.30091056e-04   9.01634097e-01   3.46549116e-02
    1.36833191e-02   1.68693450e-03   8.67024282e-05   3.72072905e-02
    1.53284927e-04   8.26030970e-03]
 [  9.99464691e-01   8.50215365e-09   1.11054214e-04   2.98786318e-07
    4.52057014e-09   2.55619263e-04   1.49071525e-06   7.12989349e-05
    7.81019771e-05   1.73913431e-05]
 [  8.35210201e-04   7.23038975e-05   4.83571678e-01   3.82231968e-03
    1.41804936e-04   9.85621809e-05   2.96894232e-05   4.72749442e-01
    1.23740295e-02   2.63049640e-02]
 [  2.95743321e-05   4.31078433e-06   6.62389817e-03   1.19198776e-04
    3.86291160e-03   4.08789143e-04   9.88929927e-01   1.67508844e-07
    1.97597219e-05   1.36142387e-06]
 [  3.10454629e-06   9.03980379e-07   2.73373416e-06   1.12033115e-06
    9.96043444e-01   1.44248770e-04   5.61896468e-06   6.04383167e-05
    7.61548145e-05   3.66230495e-03]
 [  7.56427525e-08   9.07439013e-09   8.60601745e-07   4.09495904e-08
    9.99934554e-01   3.44962558e-07   1.02726017e-05   8.00448470e-06
    8.77191496e-07   4.50177358e-05]
 [  1.54790445e-03   1.03421509e-03   1.05717601e-02   8.95479112e-04
    9.55983400e-01   1.56319689e-03   1.44595727e-02   2.71925027e-03
    6.55364012e-04   1.05697336e-02]
 [  1.18854523e-05   9.94839966e-01   1.27425796e-04   8.10970552e-04
    8.50785582e-04   1.54515183e-05   1.60868527e-04   2.24083220e-03
    5.80281892e-04   3.61693325e-04]
 [  1.35067513e-03   3.72300856e-03   9.89255309e-01   5.36238961e-03
    1.96453175e-06   4.93097577e-05   1.43138008e-04   3.18219293e-07
    1.13812210e-04   1.64613230e-08]
 [  1.50502262e-06   1.26229406e-05   3.68069718e-03   5.97258704e-03
    3.04313999e-05   6.15989904e-07   4.93213896e-08   9.84766245e-01
    1.52751873e-03   4.00770642e-03]
 [  1.74991554e-04   8.17750049e-07   1.52569803e-04   3.47970956e-04
    2.99354841e-04   4.49126703e-04   7.36909124e-06   9.90772367e-01
    5.97267994e-04   7.19819171e-03]
 [  7.54803885e-04   3.68283600e-06   1.13131209e-05   1.67949568e-03
    1.05023255e-05   9.54529762e-01   5.26430722e-06   1.57806357e-06
    4.29153256e-02   8.83156026e-05]
 [  4.57169117e-05   9.55032010e-05   9.88385201e-01   9.23988502e-03
    4.72132999e-09   2.20504739e-06   2.12852910e-07   7.31309119e-05
    2.15748441e-03   4.21899983e-07]
 [  1.70142157e-05   8.53202607e-07   6.19301456e-04   2.20294250e-03
    1.02495693e-01   1.67071051e-03   3.24977082e-05   2.15249415e-03
    2.12847930e-03   8.88680041e-01]
 [  9.98037517e-01   7.50992655e-08   2.83537782e-04   1.81889709e-06
    2.01169285e-04   5.90258896e-05   6.68085646e-04   1.22657715e-04
    3.92337039e-04   2.33794824e-04]
 [  1.35270909e-06   2.79184451e-06   3.45333829e-04   9.99415398e-01
    7.90644705e-09   1.65120699e-04   3.12267190e-09   1.36785914e-07
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    1.07574017e-07   4.90985622e-06   6.31459642e-12   9.97425735e-01
    1.18399721e-05   2.33411975e-03]
 [  5.77348292e-05   7.24070778e-05   3.88360359e-02   3.13602318e-03
    1.67555839e-03   3.36167344e-04   5.54753842e-06   1.09440275e-03
    8.62387240e-01   9.23989192e-02]
 [  3.63648655e-06   5.43829799e-07   1.51583663e-04   9.93649423e-01
    1.75679797e-05   1.21751422e-04   5.58515296e-07   2.02904703e-05
    5.10072475e-03   9.33994830e-04]]
INFO:tensorflow:global_step/sec: 158.895
INFO:tensorflow:loss = 0.260465, step = 19101
INFO:tensorflow:probabilities = [[  3.08367748e-06   2.84460111e-06   5.68543510e-06   6.83667313e-04
    1.82966646e-02   3.01635615e-03   2.33933383e-06   2.57329829e-03
    1.01641438e-03   9.74399686e-01]
 [  8.08724508e-06   7.88176691e-10   1.39548064e-07   1.96616384e-06
    1.26447883e-08   7.96819859e-06   3.46070221e-11   9.99941945e-01
    3.04655856e-08   3.99269557e-05]
 [  6.52544577e-06   1.21897783e-05   3.78513178e-05   2.37560540e-04
    2.15725322e-06   1.11832060e-05   1.71948411e-08   9.98469532e-01
    2.04677217e-05   1.20248285e-03]
 [  1.09964829e-10   8.46914045e-05   9.96266663e-01   3.64856096e-03
    1.90878108e-12   2.78638418e-10   5.52804513e-09   1.94385189e-10
    1.20669412e-07   8.98607513e-16]
 [  1.61809626e-03   7.26715953e-04   1.26011751e-03   1.22851052e-03
    3.69511335e-03   2.79272925e-02   9.25627172e-01   7.11156508e-06
    3.77326161e-02   1.77376904e-04]
 [  2.59656031e-02   4.83426936e-02   7.23089457e-01   1.20032363e-01
    4.86656063e-05   5.29126190e-02   2.80023366e-02   1.57294630e-06
    1.60446484e-03   1.95986004e-07]
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    2.59082159e-03   3.42494837e-04   4.71731648e-04   2.51330603e-02
    6.04554334e-05   3.60325503e-05]
 [  9.99814093e-01   1.56957132e-08   1.23186385e-06   7.59688555e-06
    1.57544611e-09   1.72688771e-04   4.02132088e-07   3.01649993e-06
    6.39501991e-07   4.21092523e-07]
 [  2.99880514e-04   1.33467698e-03   2.47241976e-03   2.27055699e-03
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    7.60637745e-02   8.54449213e-01]
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    3.53820296e-03   1.03726335e-01]
 [  9.04680473e-06   1.80628916e-07   1.25971183e-05   4.67007112e-07
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    7.13845884e-06   5.86034972e-08]
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    4.50157002e-03   4.14352020e-04]
 [  1.35421033e-07   2.10575672e-06   1.27386375e-05   6.08957525e-05
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    3.76493472e-06   1.93696556e-04]
 [  8.42757458e-07   7.95495964e-07   4.46354970e-05   9.97258186e-01
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    6.71030546e-04   1.61378423e-03]
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    9.70890999e-01   4.98669164e-04   4.81947754e-05   8.21263602e-05
    1.59255782e-04   2.82767750e-02]
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    4.67334621e-06   3.71909025e-03]
 [  1.03503908e-05   2.31116122e-08   7.02784234e-07   8.46236617e-07
    3.32835334e-05   4.33072782e-05   9.99844432e-01   1.04647953e-08
    6.69319197e-05   1.56510183e-08]
 [  9.79596615e-01   1.17523882e-06   5.59016247e-04   4.78883041e-03
    1.13648994e-05   1.67538482e-03   3.15911784e-05   1.18958689e-02
    2.74666090e-05   1.41280203e-03]
 [  1.09459812e-07   3.58666398e-07   1.38859423e-05   1.42076562e-04
    1.04001936e-08   1.84557011e-05   3.46586509e-10   9.98343587e-01
    2.16173407e-06   1.47930451e-03]
 [  1.32327247e-03   1.53084024e-04   1.06616328e-02   3.75270426e-01
    1.81262672e-03   4.62588459e-01   1.47265941e-02   1.16981028e-04
    1.33207172e-01   1.39784606e-04]
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    9.20523763e-01   5.99753484e-02]
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    9.98272061e-01   4.69459264e-05   1.52048528e-06   1.24786550e-03
    1.97889835e-06   4.11298737e-04]
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    9.74401701e-06   9.49323119e-04]
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    1.43118905e-05   2.11449355e-06   1.80305515e-09   2.20824484e-04
    2.18420678e-06   9.99643445e-01]
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    1.92317020e-05   1.03394581e-04]
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    6.54469550e-05   2.34575455e-05]
 [  2.00058124e-03   1.27633125e-01   3.95373488e-03   7.10980713e-01
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    2.46081091e-02   7.19221588e-03]
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    4.11371616e-07   2.38916677e-04   2.33350448e-07   7.76059187e-06
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    3.20183784e-01   1.26161094e-05]
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 [  3.34290392e-03   8.48356634e-04   2.50039902e-03   2.32170132e-04
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    2.05279994e-05   4.80026152e-08]
 [  1.54891964e-02   6.15786860e-07   1.46928662e-03   2.19635526e-03
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    9.04561859e-03   9.48186517e-01]
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    8.70589109e-04   7.71392879e-05   6.13876864e-06   9.65845525e-01
    4.28760366e-04   2.26102304e-02]
 [  1.80564030e-06   1.08590041e-06   6.27744943e-04   9.99319077e-01
    9.18013967e-08   3.92160609e-06   1.13044244e-07   2.21598651e-08
    4.55653935e-05   6.12802125e-07]
 [  1.93739135e-04   1.20499979e-04   5.99801131e-02   1.21017762e-01
    3.55889256e-07   3.73552227e-03   2.90973912e-08   8.14818263e-01
    2.72040124e-05   1.06437037e-04]
 [  9.99972701e-01   2.28271091e-09   1.86029647e-05   2.25508202e-07
    6.02533667e-09   1.72747946e-06   2.78233324e-06   7.28092004e-08
    1.16042975e-06   2.78376388e-06]
 [  6.01229146e-02   2.19442695e-03   5.38167655e-01   3.37094739e-02
    3.28939350e-04   2.67151021e-03   1.02198945e-04   1.89634740e-01
    1.48533154e-02   1.58214837e-01]
 [  9.99285877e-01   1.92063496e-07   3.77176155e-04   1.63478471e-04
    1.75593897e-07   7.72844578e-05   7.10243330e-06   6.18219638e-05
    4.07935067e-06   2.28127356e-05]
 [  1.13875780e-03   2.83645932e-06   2.74261809e-04   5.34309693e-05
    4.72608459e-04   1.86297402e-03   3.64458259e-07   1.33813068e-01
    6.36936948e-02   7.98688054e-01]
 [  8.03312287e-05   7.24795042e-04   5.63211041e-04   1.10943839e-01
    1.62069155e-05   3.44301090e-02   7.11032089e-06   3.38433456e-05
    8.47357571e-01   5.84296510e-03]
 [  5.79354548e-07   2.04282582e-08   1.13332696e-07   8.61197805e-06
    1.05472608e-03   8.01759779e-06   1.79467641e-09   3.48716967e-05
    8.38307369e-06   9.98884737e-01]
 [  9.99720156e-01   8.47906563e-08   1.27337935e-05   3.23000713e-05
    1.46655443e-08   3.21332082e-05   5.24399593e-06   7.85905104e-06
    2.71513477e-06   1.86626465e-04]
 [  6.25930625e-07   1.89155332e-06   5.61536126e-07   6.09694049e-04
    7.11060277e-09   9.99368727e-01   5.63095057e-07   1.58214164e-09
    1.73786648e-05   4.49638662e-07]
 [  3.07484624e-05   4.57732312e-05   3.96182149e-04   9.80486929e-01
    1.96468372e-05   1.75679987e-03   6.75893830e-07   2.44220655e-06
    1.31734051e-02   4.08736290e-03]
 [  3.18026650e-05   7.91161438e-06   2.61366422e-05   1.27519970e-03
    5.34532364e-06   9.96513188e-01   9.19135459e-07   1.60397802e-04
    1.94011291e-03   3.89505767e-05]
 [  1.17321484e-01   3.56851667e-01   3.79281729e-01   7.21489196e-04
    5.94033524e-02   4.66090217e-02   8.98424163e-03   5.29268698e-04
    3.01187150e-02   1.78965056e-04]
 [  4.08062224e-05   7.13990903e-06   6.08195085e-04   1.99763905e-04
    1.99268725e-05   1.06875967e-04   8.67267008e-05   1.35056652e-07
    9.98917341e-01   1.31230254e-05]
 [  2.99386147e-06   1.36237704e-05   1.26393843e-06   4.04865900e-03
    6.58430334e-04   6.11235108e-03   2.45663699e-07   2.09978563e-04
    1.90040431e-04   9.88762438e-01]
 [  9.99978423e-01   3.03008219e-09   6.78464221e-06   3.58465940e-07
    8.88785046e-09   8.56540919e-06   1.04978869e-06   3.07729601e-06
    1.81683518e-07   1.40255042e-06]
 [  8.24399467e-06   1.64620742e-05   3.18466300e-06   4.36184899e-04
    7.86663673e-04   8.99854183e-01   1.07251290e-05   1.52132753e-03
    6.73497915e-02   3.00132371e-02]
 [  3.80589510e-03   5.13757595e-06   9.94727910e-01   1.93570930e-04
    2.60349748e-06   2.11761871e-05   7.98620240e-05   9.92422429e-07
    1.09050144e-03   7.24693746e-05]
 [  4.48025792e-04   1.24680111e-03   7.52928793e-01   7.03175087e-04
    2.26234511e-01   5.74621779e-04   1.16715236e-02   3.47112858e-04
    3.66959348e-03   2.17584451e-03]
 [  2.00028808e-05   9.88419652e-01   5.26889635e-05   7.76342291e-04
    7.28951709e-05   2.63112634e-06   6.69873625e-05   1.00004934e-02
    4.57257876e-04   1.30944056e-04]
 [  5.78416046e-04   3.19546205e-04   4.08063456e-03   9.62016881e-02
    6.69368728e-06   6.27151355e-02   7.22367940e-06   1.27524385e-04
    8.34516883e-01   1.44629320e-03]
 [  2.36826843e-08   7.58975673e-08   8.53529798e-08   1.48200343e-06
    9.93683457e-01   8.63718560e-06   4.26135557e-06   7.60892290e-05
    1.14602421e-03   5.07990131e-03]
 [  1.44864066e-06   1.61665921e-05   9.97554362e-01   2.29084794e-03
    4.97041981e-08   4.00172325e-07   1.07244773e-06   4.04078810e-06
    1.31778550e-04   7.40416306e-09]
 [  9.97095227e-01   7.51055723e-07   2.48406286e-04   1.66706341e-05
    1.83370241e-06   1.25819747e-03   1.23777636e-03   6.29701071e-06
    4.15527429e-05   9.33973351e-05]]
INFO:tensorflow:probabilities = [[  5.09022875e-03   4.24029827e-02   1.32623799e-02   5.73484339e-02
    5.75917140e-02   7.80041158e-01   6.00405922e-03   2.38634255e-02
    8.58841836e-03   5.80720324e-03]
 [  2.18982123e-07   1.22049926e-06   6.18775061e-07   4.70795385e-05
    3.29997638e-05   3.16871251e-06   1.31572717e-08   9.98582482e-01
    2.88161800e-06   1.32926716e-03]
 [  2.09372462e-04   2.20431066e-05   9.93329167e-01   2.68992526e-03
    1.69387292e-07   2.50851895e-06   1.07477524e-06   3.94357776e-05
    3.67234857e-03   3.41224804e-05]
 [  3.95584968e-04   7.16531351e-02   3.43526825e-02   8.47960889e-01
    5.33418439e-04   3.94122768e-03   1.34287024e-04   2.07850989e-03
    3.37012634e-02   5.24909282e-03]
 [  9.82625750e-08   1.51566280e-08   1.55762041e-06   9.99984264e-01
    1.62465419e-09   6.90945126e-06   1.15904508e-10   3.29015065e-10
    4.64970799e-06   2.48667675e-06]
 [  1.87478440e-06   6.97046616e-08   4.57651549e-05   9.99929070e-01
    2.98343260e-11   2.17313282e-05   1.83925306e-11   8.65921891e-07
    2.85653954e-07   5.01062516e-07]
 [  4.33271680e-07   3.68841029e-05   7.72554176e-06   9.99761045e-01
    1.88146487e-06   1.66063721e-04   2.79346253e-08   5.58613635e-07
    2.48852084e-05   4.77071353e-07]
 [  8.30320292e-04   1.80673887e-04   5.80223394e-04   4.53433371e-04
    3.76556360e-04   9.85900581e-01   3.51116847e-04   3.94890085e-04
    1.06437309e-02   2.88434530e-04]
 [  1.31857334e-04   2.31197209e-05   4.63268589e-05   6.00167405e-05
    2.76399143e-02   9.01210660e-05   2.80111180e-05   5.86450240e-03
    6.27284986e-04   9.65488791e-01]
 [  9.99949455e-01   7.36740946e-10   2.36348042e-05   1.13266680e-07
    3.81228160e-10   1.93056640e-05   3.29758495e-06   1.83297182e-08
    4.01831312e-06   9.47481169e-08]
 [  1.56512573e-01   1.37387702e-04   7.26605356e-01   6.97301030e-02
    1.56849401e-05   3.11064925e-02   2.64587346e-03   2.17393026e-05
    1.24872075e-02   7.37679657e-04]
 [  2.88191397e-04   2.07908633e-05   6.67513523e-04   9.88757193e-01
    7.47808144e-08   7.39130517e-03   4.25510223e-07   6.53131647e-05
    2.11024584e-04   2.59801536e-03]
 [  2.38171284e-04   1.71128493e-02   2.34104204e-03   2.60450382e-04
    5.49118314e-03   1.82152039e-03   1.80698335e-02   2.77866027e-04
    9.53141928e-01   1.24506105e-03]
 [  1.94713422e-07   1.87422833e-04   9.01913299e-05   9.99620914e-01
    9.46501245e-07   3.41601699e-05   3.15210187e-08   1.25341131e-07
    6.04165616e-05   5.54589860e-06]
 [  1.01635771e-04   1.62603043e-04   5.99026040e-04   2.96098679e-05
    9.91717563e-04   2.59464781e-04   9.97629762e-01   1.96127075e-05
    1.90691237e-04   1.59362626e-05]
 [  2.49330014e-08   4.32255547e-08   3.09022539e-06   7.76176530e-05
    1.29860840e-04   3.78056984e-06   2.45291676e-09   6.47670217e-03
    1.26610703e-05   9.93296206e-01]
 [  2.25086929e-04   5.74155257e-09   4.93432765e-07   5.02329021e-06
    4.28094563e-06   6.46862327e-06   2.02218997e-09   9.97377157e-01
    5.79344260e-07   2.38091755e-03]
 [  8.85772679e-05   9.97952819e-01   5.95737190e-04   1.27241830e-04
    2.09204300e-04   1.74532961e-05   9.89076652e-05   5.85084374e-04
    2.69427692e-04   5.52700330e-05]
 [  2.88968207e-03   4.72297761e-05   2.54073995e-04   3.12888809e-03
    6.16553705e-04   4.42911759e-02   9.45404470e-01   1.10917163e-07
    3.31917219e-03   4.86472381e-05]
 [  5.50752447e-05   6.69013607e-05   6.99079901e-05   2.49463075e-04
    5.42379030e-06   7.99608188e-06   4.49708857e-08   9.97543633e-01
    2.60901415e-05   1.97541597e-03]
 [  3.52261708e-07   1.37929783e-05   4.12825029e-05   9.98283029e-01
    1.09031028e-07   8.89254268e-04   6.43644205e-09   9.23082371e-06
    5.45926741e-05   7.08321750e-04]
 [  4.21483755e-08   2.54794230e-09   1.61801140e-07   1.16442288e-06
    1.22317612e-09   2.38688926e-07   3.07896693e-13   9.99993682e-01
    1.10176344e-07   4.52034328e-06]
 [  1.63489506e-02   2.24678151e-05   3.47286160e-03   1.04072380e-04
    1.16641345e-02   9.88849788e-04   9.64885354e-01   2.74127142e-05
    2.12382292e-03   3.62155784e-04]
 [  8.69523574e-05   9.94558871e-01   3.85006104e-04   5.29611716e-04
    9.17375786e-04   3.69872942e-05   1.39281692e-04   3.05634504e-03
    1.13730770e-04   1.75873705e-04]
 [  1.02046738e-06   1.51497388e-05   5.79297339e-05   6.42769664e-05
    1.47891389e-02   2.45472591e-04   2.08312073e-07   2.26207776e-03
    4.71534804e-05   9.82517540e-01]
 [  2.91861511e-06   1.55548019e-08   1.37244217e-06   1.68293761e-03
    6.37293968e-04   1.73992361e-04   4.13377776e-08   2.93686862e-05
    5.71718148e-04   9.96900320e-01]
 [  2.84393150e-06   9.79578729e-08   3.47529538e-04   7.21585611e-03
    7.93591153e-06   1.07742817e-04   7.74873143e-09   7.76092848e-03
    9.06421163e-04   9.83650625e-01]
 [  1.60949698e-04   1.18893916e-02   9.68582928e-01   8.31953343e-03
    4.01051002e-05   1.61452102e-04   2.68114556e-04   2.32443027e-03
    8.18777923e-03   6.54941687e-05]
 [  5.54232975e-04   1.93457181e-05   7.24670317e-05   1.54539288e-04
    4.05453975e-05   9.97716069e-01   2.52158759e-04   9.58768651e-05
    1.06602116e-03   2.87524745e-05]
 [  8.72957148e-03   5.76037122e-03   7.97988176e-01   3.51289101e-02
    3.21381194e-05   1.01953428e-02   1.71366584e-04   3.28543037e-02
    1.06453605e-01   2.68634455e-03]
 [  9.99948978e-01   8.05362055e-10   6.24562836e-06   2.13694094e-07
    1.28592005e-12   4.45113947e-05   1.37648870e-09   1.48896959e-07
    3.15695168e-08   4.50371260e-08]
 [  1.99164933e-05   8.35068204e-05   3.06007350e-05   9.97469187e-01
    5.30759871e-06   6.21052866e-04   4.42422021e-07   1.46068642e-05
    2.20589791e-04   1.53471320e-03]
 [  1.95420052e-05   4.16205057e-06   7.95820742e-05   3.47505731e-04
    3.34981924e-05   1.77317602e-03   4.86384452e-05   3.63512822e-06
    9.97663260e-01   2.69618213e-05]
 [  1.96907829e-04   1.60085605e-07   2.75899583e-06   1.03741713e-05
    1.11953363e-04   7.34964560e-05   8.43349781e-08   9.67207491e-01
    2.28226872e-05   3.23739648e-02]
 [  9.59584431e-04   2.88785086e-04   1.81329247e-04   8.92170065e-04
    4.85391320e-06   4.19931486e-03   6.20791543e-05   1.93469759e-06
    9.93403494e-01   6.51600703e-06]
 [  6.17982179e-04   2.78735047e-06   6.27507223e-03   7.50128354e-04
    1.56503829e-05   7.04507693e-04   5.74703654e-03   2.87364230e-08
    9.85885620e-01   1.16853710e-06]
 [  9.84821141e-01   7.67545316e-06   2.77377036e-03   4.21544304e-03
    8.91130549e-05   3.23525490e-03   1.18966121e-03   6.07922593e-05
    3.11815087e-03   4.88970138e-04]
 [  1.63212844e-05   1.68418374e-05   7.52084406e-06   4.88745172e-06
    9.92996395e-01   1.74593501e-04   3.24825966e-03   3.43040767e-04
    6.28014153e-04   2.56408216e-03]
 [  7.23690476e-08   6.27167101e-05   9.99560654e-01   2.48060533e-04
    4.62792144e-07   7.31563210e-09   1.73340632e-05   9.60994662e-09
    1.10648223e-04   9.23409071e-10]
 [  2.30861115e-04   1.39413331e-07   2.51199845e-06   1.31773049e-05
    4.80816903e-04   3.81633203e-04   9.80609087e-08   9.93046463e-01
    1.36134740e-05   5.83069073e-03]
 [  4.92961146e-04   2.56347266e-05   9.69733536e-01   3.66543769e-04
    2.54392698e-02   1.52702323e-05   2.77325278e-03   1.90789342e-06
    1.03093393e-03   1.20567471e-04]
 [  2.18193873e-06   1.52760113e-05   5.82651373e-05   9.98702645e-01
    6.26911242e-06   3.58121819e-04   5.56213955e-08   1.40069091e-07
    7.92973966e-04   6.40676299e-05]
 [  9.82655765e-05   4.82915748e-05   1.86568260e-01   5.36495566e-01
    1.55829432e-04   1.53195244e-04   2.18455830e-06   2.12708246e-02
    2.23449856e-01   3.17576826e-02]
 [  2.95046078e-07   2.87334636e-08   2.30114438e-06   1.62686000e-03
    8.07881335e-08   9.98193920e-01   1.76479293e-08   2.43250133e-06
    1.51562665e-04   2.25366748e-05]
 [  1.42949852e-06   1.39174503e-07   1.67464663e-04   3.47306184e-07
    8.70344375e-05   3.03346928e-06   9.99735177e-01   1.34990659e-08
    5.31145906e-06   4.90372187e-08]
 [  7.92696519e-05   4.58225685e-07   1.13118680e-04   2.12947652e-05
    8.54332102e-05   1.77281909e-04   9.99520779e-01   1.25613289e-08
    1.90022399e-06   4.28087930e-07]
 [  1.68033083e-07   8.86074872e-07   9.80176424e-07   3.94715869e-08
    9.99646187e-01   1.53790126e-04   7.32574117e-05   4.68469034e-06
    2.51818983e-05   9.48965680e-05]
 [  5.45674062e-04   9.66767967e-01   2.34297221e-03   2.14144075e-03
    7.43752299e-03   3.96450778e-04   1.66603233e-04   1.03994897e-02
    8.75211414e-03   1.04972429e-03]
 [  6.28281725e-07   1.17805632e-06   1.48565639e-04   8.14809682e-05
    4.48855779e-08   1.31970660e-06   1.62397887e-10   9.99382257e-01
    1.59155516e-05   3.68540641e-04]
 [  8.09565609e-06   5.58780539e-06   2.72733765e-03   2.59440998e-03
    6.25894984e-07   9.91532266e-01   3.29486465e-05   1.33019228e-07
    3.09190666e-03   6.76406353e-06]
 [  1.09058956e-03   1.40853208e-05   6.49313442e-04   2.83996537e-02
    3.00197396e-04   9.62373555e-01   1.31179811e-03   1.36869319e-04
    5.50293736e-03   2.21021779e-04]
 [  2.93136327e-05   9.95395005e-01   1.11347507e-03   2.62900197e-04
    9.72181733e-05   6.15948229e-05   3.85031686e-04   8.24232484e-06
    2.63642101e-03   1.07416972e-05]
 [  5.58971224e-05   4.32435712e-07   5.05250182e-06   1.86001154e-04
    7.88859597e-06   9.00636805e-05   2.56551118e-08   9.97516155e-01
    9.71991758e-05   2.04144046e-03]
 [  1.93909527e-05   3.05752765e-05   9.96895075e-01   1.59118429e-03
    3.64054932e-11   6.20784485e-05   3.04630881e-08   1.07203380e-09
    1.40187226e-03   8.56405058e-10]
 [  2.50085341e-05   8.87371789e-06   6.68570283e-05   6.57680270e-04
    4.78295078e-06   1.17091101e-03   1.96187284e-06   5.33006050e-06
    9.97398973e-01   6.59598561e-04]
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    1.16815045e-05   1.06355719e-05]
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    3.47187342e-05   9.98904109e-01   8.41652582e-05   5.81050472e-06
    3.47441557e-04   2.91810338e-05]
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    6.36229105e-03   9.62868631e-01]
 [  9.78558898e-01   1.77001148e-05   3.65458499e-03   2.66643940e-04
    2.05085362e-05   1.08745089e-02   1.81718706e-03   6.72076247e-04
    3.81601928e-03   3.01783759e-04]
 [  7.22027062e-06   3.42363506e-07   2.10809612e-05   9.93678213e-07
    9.84561443e-01   5.26264717e-04   2.74689472e-03   8.46861003e-05
    7.90480699e-05   1.19718080e-02]
 [  3.81610971e-06   2.14820318e-07   3.54296426e-05   5.59345494e-07
    9.98806000e-01   4.55682823e-07   1.42071891e-04   3.14329591e-05
    9.00571831e-06   9.71017056e-04]
 [  2.19725407e-05   9.98795748e-01   1.06547690e-04   8.91690579e-05
    1.16160591e-04   9.47283843e-06   1.00524587e-04   2.28173194e-05
    7.20677606e-04   1.66338177e-05]
 [  3.83180100e-04   5.98151982e-01   3.56927335e-01   2.21610665e-02
    6.19977873e-05   7.22268596e-04   5.10522025e-03   6.48069954e-06
    1.64756011e-02   4.94918004e-06]
 [  2.64643109e-04   1.41883746e-03   2.37149550e-04   1.73830673e-01
    6.63904299e-04   5.09669960e-01   8.15267631e-05   1.40196600e-04
    2.99090855e-02   2.83784032e-01]
 [  2.98654172e-03   1.42196415e-03   6.30156603e-04   3.52100818e-04
    9.09928698e-03   5.79587743e-02   9.13207412e-01   2.71413251e-06
    1.43223768e-02   1.85989211e-05]
 [  1.19810378e-04   3.35605652e-03   1.03705691e-03   4.64894110e-03
    1.94655862e-04   1.15126814e-03   1.36142451e-04   5.33291968e-05
    9.88828480e-01   4.74198489e-04]]
INFO:tensorflow:global_step/sec: 158.255
INFO:tensorflow:loss = 0.0684985, step = 19201
INFO:tensorflow:probabilities = [[  4.41111661e-06   3.64812252e-07   9.94335460e-06   6.97890314e-08
    9.99691129e-01   5.02208286e-06   1.13578710e-04   1.10777291e-05
    2.17221968e-05   1.42795587e-04]
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    1.13724750e-02   5.17248735e-03]
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    6.17885205e-04   9.06858500e-03]
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    9.73999321e-01   5.75706690e-05]
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    2.08235233e-05   2.04423856e-09]
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    6.52422168e-05   3.18351656e-09]
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    2.27187067e-01   1.14711620e-01   2.88858321e-02   2.41913460e-03
    1.09245390e-01   6.69823121e-03]
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    9.89346227e-05   7.20402677e-05]
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    9.15094461e-06   1.67249266e-06]
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    4.10384882e-06   5.77082865e-05]
 [  6.48621062e-04   3.79173493e-04   1.02334633e-03   1.11085000e-02
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    6.85823336e-03   3.25494766e-01]
 [  4.61766103e-05   9.52456602e-08   6.14156352e-06   2.92553484e-08
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    2.36921801e-06   1.37612130e-06]
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    9.81512666e-01   3.27341731e-05]
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    5.92621691e-05   1.06299017e-03]
 [  3.78132027e-05   6.18677223e-05   8.11261358e-04   1.00095560e-04
    2.75033992e-03   4.49042527e-05   9.96122897e-01   2.94023430e-05
    3.84879168e-05   2.84363045e-06]
 [  1.70306024e-07   1.04093274e-07   7.91692969e-08   8.26865562e-06
    9.90510166e-01   5.57057210e-05   1.44482271e-07   1.79117185e-03
    1.92566713e-05   7.61495624e-03]
 [  9.34503675e-01   1.76829099e-06   1.79190449e-02   5.68052928e-05
    3.04800225e-04   3.85235398e-05   4.66405489e-02   1.14391187e-05
    8.36261170e-05   4.39594703e-04]
 [  1.33429194e-06   9.29790218e-08   2.16840781e-05   2.38126873e-07
    9.99515057e-01   5.72924764e-05   3.85923835e-04   7.43552073e-06
    1.17146249e-06   9.73437636e-06]
 [  1.19093887e-03   4.00516932e-04   1.58955780e-04   6.95574330e-04
    1.64784759e-03   1.73166338e-02   9.76666272e-01   3.55677003e-06
    1.86279858e-03   5.67800562e-05]
 [  3.99615243e-03   5.01446812e-05   2.34268271e-04   9.87685800e-01
    4.17936889e-07   7.92897772e-03   3.98818156e-06   1.69079485e-05
    8.14639861e-05   1.76818776e-06]
 [  1.01864505e-04   5.20214165e-08   3.49714246e-04   3.13375108e-06
    1.16831297e-05   7.97313405e-05   9.99134362e-01   1.47332164e-08
    2.76511448e-04   4.28482344e-05]
 [  1.23597187e-04   9.35405495e-08   9.98739064e-01   1.11876184e-03
    2.18935654e-07   5.18822526e-06   3.91312454e-07   7.39961422e-07
    5.54411963e-06   6.33513491e-06]
 [  8.94530967e-06   1.10501503e-06   2.38274679e-05   7.47551210e-04
    1.54589998e-05   6.47819470e-05   1.62998131e-05   3.55923339e-06
    9.95828688e-01   3.28976219e-03]
 [  5.22699111e-07   2.46128220e-08   2.13938824e-06   3.11024422e-07
    9.98744130e-01   4.24966129e-06   4.72862212e-06   2.20593211e-06
    6.55170311e-07   1.24081434e-03]
 [  9.84271824e-01   2.02130450e-05   1.09086966e-03   6.92087851e-05
    7.65229488e-05   1.24149797e-02   1.34196086e-03   2.72481211e-05
    2.20514456e-04   4.66760714e-04]
 [  7.84270815e-04   1.10770273e-07   5.72303463e-07   2.54491738e-07
    4.36331753e-08   9.98816967e-01   1.01895048e-05   5.89578212e-06
    3.81323043e-04   2.54934349e-07]
 [  4.76278572e-08   3.61716102e-09   3.32309440e-07   8.35178184e-07
    2.84664159e-09   2.39886674e-07   6.34887498e-12   9.99996185e-01
    6.08341377e-09   2.40769418e-06]
 [  1.22394499e-06   6.63644961e-09   1.36477620e-05   3.87302457e-08
    3.48396952e-06   9.31559953e-07   9.99902487e-01   1.35069025e-10
    7.81642884e-05   4.18450830e-10]
 [  2.00671522e-04   3.37367652e-07   1.12305042e-05   2.97038769e-03
    1.13682399e-05   9.95941281e-01   8.37055326e-04   3.91181686e-07
    1.16489791e-05   1.58417497e-05]
 [  6.67902995e-08   3.60518698e-06   2.12389432e-06   1.15882875e-04
    9.96802211e-01   1.68602797e-04   4.51221649e-06   7.08978274e-04
    5.62734131e-05   2.13769334e-03]
 [  1.10847846e-04   9.98644054e-01   4.33355541e-04   1.53898160e-04
    1.23966718e-04   6.99947850e-05   2.17215802e-05   6.00642670e-05
    3.67794593e-04   1.44551814e-05]
 [  1.28209987e-03   3.55779339e-05   2.05185188e-05   2.66215327e-04
    7.92092396e-05   9.97335136e-01   2.03132935e-04   1.92208157e-04
    3.42406536e-04   2.43410381e-04]
 [  2.55753747e-08   3.85279399e-08   1.15085044e-03   9.98245120e-01
    1.01665809e-09   2.25499258e-04   7.73127048e-11   1.10059500e-06
    3.60545295e-04   1.67645958e-05]
 [  1.29722011e-07   6.51655955e-06   9.99975204e-01   1.71249412e-05
    3.29480401e-11   5.06588638e-09   2.51065054e-11   8.04728302e-08
    7.94344317e-07   4.74962430e-11]
 [  4.35401626e-06   4.93477295e-08   3.57736013e-07   9.75269245e-07
    2.05928354e-05   9.12573087e-05   2.08020499e-08   9.99093533e-01
    7.09709911e-06   7.81835057e-04]
 [  3.85918156e-06   3.24800203e-05   2.41834714e-04   2.72278063e-04
    7.47014419e-05   6.13130396e-05   3.57415156e-05   1.37942034e-05
    9.98877347e-01   3.86598054e-04]
 [  4.62501752e-08   1.21841936e-07   1.01115575e-05   9.98838723e-01
    4.26914433e-08   2.91209108e-05   6.16084614e-11   2.25274903e-06
    1.04341470e-03   7.62336931e-05]
 [  9.94594872e-01   6.71043199e-06   2.71847448e-03   3.08244344e-04
    4.46232807e-05   4.36592032e-04   1.13683920e-04   4.62591503e-04
    4.88935213e-04   8.25210009e-04]
 [  2.60437373e-04   3.53514450e-04   8.97627542e-05   2.46182972e-05
    2.31472380e-03   2.79375887e-03   9.93437350e-01   4.59436433e-06
    6.14942925e-04   1.06195919e-04]
 [  3.99394223e-04   3.94018479e-02   6.48495741e-03   2.39175320e-01
    3.22845619e-04   1.06262099e-02   2.29863147e-03   2.40337002e-04
    6.99993491e-01   1.05690456e-03]
 [  1.66384737e-07   3.74085939e-04   2.23506577e-04   9.98223007e-01
    3.16575415e-06   1.24741695e-04   1.51390324e-07   3.79738344e-06
    1.04700553e-03   3.39450111e-07]
 [  3.61112179e-03   6.76196796e-05   4.71590283e-05   6.82630707e-05
    4.66671656e-04   9.91794646e-01   1.88712869e-03   6.65458443e-04
    1.12903432e-03   2.63118243e-04]
 [  4.65134974e-04   1.88752470e-04   1.43022786e-04   9.70812440e-01
    1.63488926e-06   1.94106735e-02   9.56204786e-08   2.65894923e-04
    5.27215598e-04   8.18496756e-03]
 [  7.97015855e-06   4.60846250e-09   6.77654452e-06   4.75097593e-04
    3.07644854e-07   9.97829974e-01   1.44398928e-06   8.41938075e-09
    1.67159096e-03   6.75215324e-06]
 [  9.99566257e-01   3.82387171e-08   6.72228634e-05   1.85347453e-05
    1.88779072e-08   1.59086834e-04   1.87109341e-04   9.70483597e-07
    1.42612862e-07   7.09643302e-07]
 [  3.16586156e-05   9.96690631e-01   4.71288193e-04   1.08064654e-04
    2.42618509e-04   5.67751995e-05   9.79651115e-04   5.84292538e-05
    1.34716171e-03   1.36460867e-05]
 [  2.45312434e-02   4.35749935e-05   3.05972673e-04   4.25717141e-03
    2.89463613e-04   7.29277134e-01   2.40711495e-01   5.49228344e-06
    3.69735615e-04   2.08728772e-04]
 [  1.07944331e-07   7.82748612e-06   1.56348142e-06   1.27940475e-05
    9.96314704e-01   7.10148670e-05   6.83492863e-06   1.21364668e-04
    1.67156919e-04   3.29652126e-03]
 [  2.65558447e-05   4.01733223e-06   1.64244818e-06   9.31353279e-05
    2.95137288e-04   2.26878241e-04   6.24724805e-09   9.19382453e-01
    1.86035511e-04   7.97842219e-02]
 [  6.48039568e-04   6.56649051e-03   8.52780640e-01   1.24283368e-02
    4.11774323e-04   3.72801034e-04   5.27377531e-04   7.05228467e-03
    1.13879606e-01   5.33241825e-03]
 [  2.23344330e-08   9.14858411e-09   4.13053485e-08   6.32870090e-10
    9.99969244e-01   1.75876335e-06   5.60353556e-06   2.24962787e-06
    1.43660654e-05   6.50162201e-06]
 [  1.85165409e-04   1.93384640e-05   1.34384912e-03   4.12294048e-06
    3.77705874e-04   1.33279100e-04   9.92040157e-01   4.60819905e-07
    5.87751111e-03   1.84635246e-05]
 [  1.43997546e-04   9.94857073e-01   1.06224732e-03   3.84587358e-04
    2.18453235e-04   4.76805464e-04   6.38081285e-04   8.41578469e-04
    9.28722031e-04   4.48557228e-04]
 [  3.54796008e-04   3.80790993e-06   5.80896722e-06   5.63932396e-03
    4.24028607e-03   1.54239804e-01   1.23857872e-05   1.38511742e-02
    2.48810305e-04   8.21403861e-01]
 [  3.09524825e-04   1.41084427e-03   8.51699617e-04   9.95382249e-01
    5.54001927e-05   1.21579343e-03   4.87242622e-04   2.96190046e-06
    1.55636779e-04   1.28567437e-04]
 [  2.84636917e-06   4.85021214e-04   2.97803106e-03   9.96420741e-01
    7.75882825e-07   5.50531877e-05   1.09022778e-06   2.32390030e-05
    2.17017423e-05   1.13592323e-05]
 [  3.97103140e-04   9.97825265e-01   3.89798719e-04   1.82038784e-04
    1.09596549e-04   2.55775813e-05   5.50221666e-05   4.24926635e-04
    5.20934991e-04   6.98967924e-05]
 [  7.22575351e-05   2.50008216e-05   9.98649180e-01   8.38074600e-04
    1.84898927e-05   4.16599642e-06   8.83371740e-06   1.12457622e-06
    3.22257518e-04   6.07234106e-05]
 [  7.02439866e-05   2.13972045e-04   5.98677248e-03   4.37330276e-01
    2.90079275e-04   1.88336540e-02   1.17689115e-03   2.45673669e-04
    5.35015881e-01   8.36670049e-04]
 [  2.44269813e-05   1.66914906e-04   2.66925851e-03   7.05929633e-05
    1.55457826e-02   4.23293095e-03   9.76506531e-01   1.21900721e-05
    7.63260992e-04   7.98976453e-06]
 [  1.05409617e-06   9.75958828e-05   8.59704960e-05   1.62871278e-04
    5.54583639e-05   3.45779131e-06   1.24486172e-08   9.67338443e-01
    3.46321867e-05   3.22206393e-02]
 [  6.49365073e-04   6.68695066e-07   2.59475812e-04   2.99297171e-05
    7.55236833e-04   1.29351638e-05   1.57572387e-07   7.54893422e-01
    5.20844571e-03   2.38190383e-01]
 [  1.03643663e-06   1.18253638e-06   7.70955812e-05   1.82417102e-06
    9.99196470e-01   1.74228694e-06   4.53979010e-04   1.36265026e-05
    3.28212591e-05   2.20275324e-04]
 [  1.92915445e-06   1.17354735e-03   1.07801217e-03   9.92247581e-01
    2.52253039e-06   4.13654576e-04   6.43720512e-07   4.33430192e-04
    4.60432610e-03   4.44736688e-05]
 [  5.09807025e-04   9.98201847e-01   2.26905875e-04   1.65626097e-05
    6.40876242e-05   1.78363171e-05   2.44834227e-04   3.56096971e-05
    6.71474263e-04   1.09547764e-05]
 [  1.57858321e-05   2.04503164e-03   1.22226786e-03   3.59039870e-03
    2.97907354e-06   1.53232628e-04   4.78037734e-08   9.86648619e-01
    1.46253107e-04   6.17541978e-03]
 [  1.67664824e-04   2.15579588e-02   7.83849537e-01   6.39423868e-03
    7.91137609e-06   8.88382885e-07   3.77723372e-05   5.78884792e-04
    1.87397957e-01   7.22935556e-06]
 [  3.29120962e-06   3.85733510e-05   1.24020044e-05   9.96407092e-01
    3.50365144e-06   2.78961821e-03   1.31212005e-06   1.37088500e-05
    2.72257719e-04   4.58408846e-04]
 [  2.19282992e-08   2.83224872e-05   9.99956846e-01   1.33839421e-05
    1.44693715e-10   8.06472489e-09   1.26856989e-07   2.34651225e-07
    1.09919415e-06   5.74301752e-11]
 [  1.33548176e-03   7.51665374e-03   1.31433000e-04   2.78237518e-02
    1.27977182e-05   9.59601164e-01   4.84649281e-05   6.40129496e-04
    5.10676822e-04   2.37939483e-03]
 [  2.91433127e-04   3.68136144e-03   1.35933646e-04   9.63553727e-01
    5.61232628e-06   2.86548566e-02   6.58193721e-06   1.78356911e-03
    2.03340824e-04   1.68364600e-03]
 [  6.23988570e-04   1.19782100e-02   1.86696940e-03   1.76242832e-03
    7.15726172e-04   1.17269997e-03   9.81136620e-01   3.16499427e-06
    7.32002140e-04   8.17421551e-06]
 [  7.88206194e-08   2.84426842e-05   4.15762734e-05   9.99507427e-01
    4.42234729e-08   4.04968276e-04   9.56089519e-09   1.07769083e-08
    1.72333712e-05   2.54504755e-07]
 [  1.69888663e-05   9.99343932e-01   1.70886153e-04   2.18321602e-05
    1.64940557e-05   3.32594959e-06   7.28624145e-05   1.07688589e-04
    2.44711904e-04   1.32508615e-06]
 [  6.87211141e-05   3.54908232e-04   4.25100047e-03   1.36749288e-02
    2.03292235e-04   2.02701497e-03   9.52593458e-04   2.29698326e-05
    9.78439510e-01   4.97451038e-06]
 [  2.71359901e-03   1.26176619e-05   2.05531280e-04   1.08555714e-05
    3.59791517e-03   3.30381677e-04   9.92961705e-01   4.23148704e-05
    1.98888938e-05   1.05281892e-04]
 [  1.19343655e-04   2.91915944e-06   5.41390136e-07   2.64753500e-04
    1.35825530e-06   9.99471009e-01   1.35199909e-04   6.26101198e-08
    1.64832352e-06   3.15648413e-06]
 [  1.14441616e-06   9.99373138e-01   2.30326241e-05   1.19332639e-04
    1.43618081e-06   1.01442458e-06   9.31962234e-07   4.81151619e-05
    4.20203578e-04   1.15332105e-05]
 [  9.99599993e-01   4.10427845e-07   1.44851801e-04   1.54804650e-06
    3.46594279e-05   1.90177689e-05   8.07165634e-05   4.21694313e-05
    6.59392172e-05   1.06838133e-05]
 [  9.98515785e-01   2.80885804e-08   7.93621002e-04   1.08399372e-05
    1.00018767e-07   6.32190553e-04   2.13594276e-07   3.39629987e-05
    4.95566792e-06   8.30371755e-06]
 [  6.55036820e-06   3.63625361e-07   2.65720104e-07   2.10455237e-05
    3.00586180e-05   5.31007317e-05   5.25902477e-09   9.94427085e-01
    4.66897745e-06   5.45687648e-03]]
INFO:tensorflow:probabilities = [[  1.95937855e-06   1.27215770e-07   1.62338074e-05   2.38911480e-06
    9.99737918e-01   3.87319233e-06   3.88332319e-06   3.86700522e-05
    5.12232930e-07   1.94498745e-04]
 [  7.19510354e-07   8.03039768e-08   5.98310216e-05   8.68733187e-05
    7.88595322e-09   4.21444793e-06   3.26800024e-12   9.99833465e-01
    2.67934388e-06   1.21761423e-05]
 [  4.58215189e-04   1.16567562e-05   4.84182179e-04   2.77878679e-02
    4.96749126e-04   1.96749344e-02   5.13277200e-06   6.29562361e-04
    8.43996525e-01   1.06455155e-01]
 [  9.99689698e-01   1.43699328e-08   1.18624041e-06   1.27598865e-08
    7.65089609e-08   5.73794823e-05   2.51282152e-04   2.08948130e-08
    1.84644819e-07   8.61977227e-08]
 [  1.99775423e-05   1.31611899e-03   3.45053803e-03   4.32123197e-03
    8.32727965e-05   5.08326455e-04   4.41467491e-05   8.72787059e-05
    9.90107298e-01   6.18256890e-05]
 [  1.41520926e-04   1.08171240e-04   7.77830079e-04   9.96957541e-01
    4.85518044e-08   1.27660087e-03   4.97294252e-07   1.47695403e-06
    7.09320768e-04   2.71408062e-05]
 [  6.33258547e-04   9.68534172e-01   2.17106077e-03   9.00867090e-05
    1.17049497e-02   7.42263073e-05   6.59171783e-04   5.23950206e-04
    1.52454870e-02   3.63710482e-04]
 [  4.43075714e-06   2.60140109e-06   3.33416101e-04   2.15240259e-04
    1.28560896e-06   3.85947060e-04   3.54673745e-07   9.72474140e-07
    9.99030113e-01   2.55945761e-05]
 [  2.80642289e-05   3.21982981e-07   1.58911905e-06   1.26419418e-05
    2.41176575e-01   1.67556293e-02   1.20905970e-05   7.17790306e-01
    2.04372191e-04   2.40184981e-02]
 [  5.48190648e-08   1.23220275e-07   5.97720827e-05   9.99920845e-01
    2.84038144e-08   7.12821293e-06   3.09364157e-09   6.81288193e-10
    1.13986334e-05   6.29829458e-07]
 [  6.54243850e-05   8.60004584e-05   4.08513210e-04   9.70950663e-01
    2.47197662e-04   2.22084839e-02   2.75745897e-05   2.89469353e-05
    4.52189147e-03   1.45527627e-03]
 [  1.37258985e-05   1.78217397e-06   1.54062320e-04   5.75429112e-07
    2.06179204e-04   9.25361819e-04   9.98658180e-01   3.70544981e-08
    3.80967831e-05   1.96611313e-06]
 [  3.10050127e-05   8.56461611e-06   5.10230675e-05   8.05894433e-06
    5.01146533e-05   1.67647722e-05   9.99833465e-01   4.09433198e-09
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    5.14974119e-03   2.11127556e-07]
 [  9.96428311e-01   4.07495577e-07   1.32126443e-04   7.53799395e-05
    3.18775442e-08   3.27744824e-03   1.08228578e-05   5.25056123e-07
    3.25588226e-05   4.24790851e-05]
 [  2.62898453e-07   1.80189636e-05   4.81189927e-05   4.05362749e-04
    3.18794271e-08   2.23493842e-07   8.56986912e-11   9.99519348e-01
    3.96289443e-06   4.79965956e-06]
 [  8.90065894e-06   2.67081396e-06   6.87329390e-04   8.13968256e-07
    1.06084673e-02   7.81091439e-05   9.88584161e-01   1.49783375e-06
    7.41848226e-06   2.06801506e-05]
 [  3.43278250e-09   6.97484595e-08   1.18252524e-06   1.34780166e-05
    1.05362140e-07   1.25685347e-07   1.41335360e-10   9.99983072e-01
    3.52415981e-07   1.50749906e-06]
 [  2.53676553e-04   2.26505823e-03   2.78113037e-02   2.18729544e-02
    2.60021165e-03   2.73136119e-03   2.67606432e-04   7.36119505e-03
    8.74789476e-01   6.00471981e-02]
 [  1.17235338e-07   1.28149225e-07   7.64579454e-06   1.54089278e-07
    5.19161877e-05   1.90644221e-06   9.99932408e-01   5.00639743e-08
    5.76068624e-06   2.65401887e-08]
 [  2.70739514e-02   1.12281309e-03   5.16479718e-04   3.05624097e-03
    7.15709408e-04   8.26731548e-02   8.62977028e-01   9.16725355e-07
    2.18244437e-02   3.91619869e-05]]
INFO:tensorflow:global_step/sec: 152.798
INFO:tensorflow:loss = 0.105135, step = 19301
INFO:tensorflow:probabilities = [[  2.08854629e-03   4.62313037e-05   1.50675215e-02   4.40363795e-01
    1.05395156e-04   2.76049107e-01   4.41606899e-05   7.64937213e-05
    2.25835532e-01   4.03232239e-02]
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    1.04456524e-06   2.40776262e-06]
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    1.02638387e-06   8.67429137e-01   5.54497888e-07   7.24859046e-06
    6.66746423e-02   3.71734423e-05]
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    2.04975228e-03   3.00653810e-05]
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    1.35300627e-06   4.71449049e-08]
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    8.03681178e-05   1.66469108e-04]
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    2.38968488e-02   2.17672728e-04]
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 [  3.64411449e-06   9.91549015e-01   1.14980110e-04   2.69580679e-03
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    9.96657968e-01   7.93973886e-05]
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    1.11265467e-06   4.52507993e-06]
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    5.35850741e-05   9.97794628e-01   5.76532111e-05   7.65306311e-07
    1.23396268e-04   4.02469537e-04]
 [  1.68438442e-06   3.64911875e-06   3.00788507e-02   9.33861494e-01
    1.24966004e-06   9.79031174e-05   3.91495905e-06   4.45882677e-07
    3.58925089e-02   5.83635810e-05]
 [  1.60751060e-05   1.46555540e-04   9.54379439e-01   4.41567041e-02
    9.21287210e-06   2.76056235e-05   1.89473903e-05   6.33496238e-05
    1.06249121e-03   1.19602359e-04]
 [  9.99683738e-01   3.81045133e-08   3.69327790e-05   3.89158413e-06
    1.59068190e-08   2.44303723e-04   8.00966882e-06   2.79022493e-06
    7.55353824e-07   1.96832680e-05]
 [  2.18435613e-04   6.86580370e-06   9.51542810e-04   1.97697082e-04
    1.35567933e-02   6.74339535e-05   9.57214434e-06   6.18891418e-03
    3.43234907e-03   9.75370407e-01]
 [  4.83539443e-05   1.40171801e-03   2.10884362e-04   1.24473518e-04
    3.67683964e-03   1.06765050e-02   9.83662426e-01   2.11105970e-07
    1.97569228e-04   1.03321361e-06]
 [  3.03619927e-05   2.17849229e-04   4.21488730e-05   2.63999595e-04
    1.22071782e-04   5.87579270e-05   2.05409535e-07   9.97799456e-01
    7.56042646e-05   1.38942013e-03]
 [  1.19653459e-05   7.84301122e-08   1.51722299e-04   4.51047345e-06
    1.24194139e-08   1.84290570e-06   1.96960421e-08   8.11079985e-07
    9.99800980e-01   2.81846787e-05]
 [  1.71617493e-02   7.12491965e-05   2.14721239e-03   3.05673108e-03
    2.42705253e-04   5.91890607e-03   9.67955589e-01   8.69552059e-06
    3.32789915e-03   1.09281951e-04]
 [  8.03731848e-04   1.35607365e-06   9.85718369e-01   1.19466363e-02
    6.29274155e-06   2.18554051e-05   1.44419737e-05   2.39595556e-05
    1.40898989e-03   5.43106798e-05]
 [  6.96640127e-05   5.82392943e-08   2.40530226e-05   1.22381316e-05
    1.07530113e-07   9.84067678e-01   4.17528645e-06   9.16596221e-08
    1.58198625e-02   1.99086458e-06]
 [  9.93782818e-01   3.95757161e-06   3.05342861e-03   5.94040976e-05
    1.30512526e-05   6.24430075e-04   1.56129918e-05   2.08007899e-04
    6.66508276e-04   1.57295202e-03]
 [  3.00784018e-06   1.66164540e-07   8.68041212e-08   1.99092119e-05
    5.51580911e-07   9.99963164e-01   7.29289013e-07   3.56835024e-08
    8.46040530e-06   3.92622633e-06]
 [  2.26730583e-04   8.97976424e-05   5.35390172e-05   2.04704527e-04
    1.20631583e-01   1.28147018e-04   1.23176742e-05   1.76091585e-02
    3.32988857e-04   8.60711098e-01]
 [  1.28388492e-04   1.00508561e-08   1.72812477e-07   4.41814882e-06
    8.94328041e-05   2.17191391e-05   1.74477555e-09   9.89190221e-01
    4.68418784e-06   1.05610210e-02]
 [  1.16830954e-04   3.76711432e-06   1.03029236e-03   1.49630985e-04
    9.74409759e-01   4.94124717e-04   4.99234477e-04   9.82776284e-04
    4.83320473e-05   2.22652070e-02]
 [  9.99982595e-01   1.57977659e-10   1.53900528e-05   9.09720121e-09
    6.85270118e-10   5.77043522e-07   1.13910824e-06   1.05608704e-08
    1.72193296e-07   8.13580598e-08]
 [  3.46423371e-06   1.36441528e-03   9.45169687e-01   5.27727604e-02
    7.72858186e-08   1.44158466e-05   7.52250116e-07   5.01931436e-06
    6.67567772e-04   1.69172552e-06]
 [  8.41118208e-07   2.88841606e-04   5.36098560e-06   4.48355405e-03
    1.18406009e-04   9.83943939e-01   6.39686768e-04   1.04387304e-07
    1.05084106e-02   1.09587327e-05]
 [  8.35359629e-07   9.96985018e-01   3.88497610e-05   3.90400179e-04
    3.78778714e-06   2.36006905e-04   1.20145896e-05   8.30638055e-06
    2.04844563e-03   2.76221253e-04]
 [  2.00840645e-06   1.16592139e-06   1.64993660e-04   3.12781252e-04
    2.14436659e-05   7.51278276e-06   3.51067833e-08   9.98075247e-01
    1.37225245e-04   1.27764815e-03]
 [  6.56917052e-07   1.36920016e-05   4.83295582e-02   9.32028949e-01
    3.54681262e-08   1.32160872e-04   4.01667233e-09   2.35220199e-07
    1.94388181e-02   5.60522458e-05]
 [  3.66806817e-05   7.70271072e-05   2.77721829e-05   7.11243192e-05
    2.07282952e-04   8.95242020e-03   9.73544121e-01   9.63961924e-08
    1.70574542e-02   2.60100041e-05]
 [  9.99133050e-01   1.04235419e-07   3.92484770e-04   1.41467772e-05
    5.19088553e-06   1.61298711e-04   5.64800357e-05   2.99504700e-05
    2.02068637e-04   5.22956225e-06]
 [  2.32396484e-03   5.96374377e-07   3.06889488e-05   6.95401541e-05
    7.24443991e-04   1.00393707e-04   3.80655592e-07   8.24353397e-01
    1.29242089e-05   1.72383621e-01]
 [  7.45156431e-04   2.98244860e-02   1.38592534e-03   1.79842431e-02
    1.52650606e-02   5.59445703e-03   7.42187258e-05   3.81901592e-01
    5.06165065e-02   4.96608287e-01]
 [  3.00348457e-03   7.11326546e-04   9.00934637e-01   1.47246080e-03
    4.98535447e-02   5.14530751e-04   2.65843719e-02   8.58094427e-05
    1.66791622e-02   1.60511860e-04]
 [  8.70683289e-06   5.77381741e-07   3.58468242e-05   4.98430527e-05
    9.24992065e-08   1.04199046e-06   8.56606093e-08   2.46351283e-06
    9.99879956e-01   2.13717867e-05]
 [  4.07027219e-05   2.60245957e-04   2.11481750e-03   8.21526289e-01
    2.14019231e-03   1.88949867e-03   5.04470336e-07   6.35555014e-03
    1.79582518e-02   1.47713900e-01]
 [  4.21797239e-07   1.56895544e-06   6.00696580e-07   1.19173810e-05
    8.93957634e-03   2.85823407e-05   4.21170995e-07   1.31738000e-03
    6.30997311e-05   9.89636481e-01]]
INFO:tensorflow:probabilities = [[  4.56975649e-05   1.53686473e-04   9.95958745e-01   1.89395971e-03
    4.87028862e-10   2.11621614e-06   1.84563440e-08   6.58392585e-09
    1.94587407e-03   6.06866835e-10]
 [  1.26726345e-05   6.30560462e-05   4.29836335e-03   9.94344711e-01
    8.34425975e-07   2.49199493e-05   1.96291712e-08   1.19533762e-03
    1.49368552e-05   4.53151988e-05]
 [  9.98788893e-01   4.56877949e-08   3.03748471e-04   3.32851487e-04
    1.30835325e-08   4.62596916e-04   2.78062060e-07   3.07606615e-06
    1.05843441e-07   1.08523011e-04]
 [  2.92070098e-07   3.09404236e-08   1.86762518e-05   1.15438001e-04
    2.12706496e-07   7.08420146e-07   9.68049738e-11   9.99834299e-01
    2.60891227e-07   3.00472730e-05]
 [  1.31820732e-09   1.96140533e-07   2.30703099e-05   9.99919653e-01
    3.66788183e-10   5.76265165e-06   8.80968493e-11   2.06176254e-09
    5.13980631e-05   3.30588557e-09]
 [  9.99894500e-01   7.19384063e-09   7.23230842e-05   2.03312936e-07
    4.83158658e-07   5.41716645e-07   3.72555064e-07   1.53934877e-06
    9.21782430e-06   2.07410376e-05]
 [  9.99954820e-01   1.66354290e-08   7.85487828e-06   2.84308248e-06
    2.56898586e-10   2.90054159e-05   4.58295108e-06   8.65634959e-08
    6.74874173e-07   7.67930288e-08]
 [  1.24906399e-03   5.14033809e-06   4.03993938e-04   6.24431368e-06
    9.65069805e-04   3.43057356e-04   9.97022927e-01   8.63261604e-08
    3.32541936e-06   1.09187442e-06]
 [  8.10820075e-06   3.08502933e-07   9.99898672e-01   8.95440389e-05
    4.66061412e-09   2.26440238e-06   2.89899020e-07   1.39883781e-07
    4.25922849e-07   2.57853088e-07]
 [  1.87415699e-05   7.76123464e-01   7.04141974e-04   2.16416083e-04
    1.41328346e-04   2.49336608e-05   3.77765275e-04   1.32637113e-04
    2.21977681e-01   2.82715977e-04]
 [  4.59364969e-07   1.38517038e-07   3.57301860e-06   2.37559220e-06
    2.25404729e-05   4.30620421e-04   8.72520377e-06   1.27570354e-06
    9.99480546e-01   4.97938345e-05]
 [  1.36575161e-03   1.50576083e-03   2.10464059e-05   1.05723826e-04
    4.85109020e-04   1.80402063e-02   9.49364960e-01   4.73428486e-07
    2.90897656e-02   2.11780607e-05]
 [  8.59572502e-09   2.08409147e-05   9.99170303e-01   7.88985286e-04
    1.57294392e-06   9.87254865e-08   1.75003061e-05   9.04249919e-09
    7.08005700e-07   2.62233812e-09]
 [  8.61138862e-04   9.90518987e-01   1.22749619e-03   6.74032723e-04
    6.48193061e-04   1.21905177e-04   2.77374475e-03   1.92360210e-04
    2.94080889e-03   4.14521419e-05]
 [  1.48625986e-05   3.25402361e-03   9.84765291e-01   5.68531803e-04
    7.84515496e-03   3.53545998e-04   3.06120445e-03   7.31416221e-05
    4.41314369e-05   1.99146598e-05]
 [  1.09660023e-08   5.34634978e-07   3.62629908e-05   4.87205034e-05
    9.99308228e-01   7.13677900e-06   5.52139591e-06   2.00548966e-05
    5.40750974e-04   3.29002105e-05]
 [  3.66388974e-07   2.30634569e-07   1.20982593e-04   9.99524474e-01
    8.18570456e-08   8.57766645e-05   7.98033906e-09   1.39570515e-08
    2.66828225e-04   1.29770615e-06]
 [  9.88391280e-01   1.90277149e-06   2.74550100e-03   5.40513499e-03
    7.62745533e-10   3.20984051e-03   2.65801958e-07   1.87651153e-06
    1.02509279e-04   1.41813594e-04]
 [  1.00724685e-06   4.91693136e-05   3.44537548e-05   2.77199138e-06
    9.99316096e-01   7.65395162e-05   8.36513063e-05   1.80238076e-05
    7.63513071e-06   4.10700857e-04]
 [  1.93367313e-08   7.25118099e-08   9.16128329e-08   5.18918569e-07
    9.99698400e-01   2.45267233e-06   2.92175258e-07   5.24430698e-06
    4.81241432e-06   2.88197043e-04]
 [  1.33547811e-02   1.33198267e-03   5.13381884e-03   2.60283314e-02
    9.80920391e-04   9.40035403e-01   9.43847699e-04   4.18365188e-03
    5.36491722e-03   2.64232187e-03]
 [  7.63836215e-06   6.63728933e-05   9.97714162e-01   2.23564202e-04
    8.78832736e-07   2.22002996e-06   1.44909666e-06   5.21793652e-07
    1.97916524e-03   4.14296483e-06]
 [  2.47074297e-07   3.74095720e-07   5.24163852e-07   6.23959522e-07
    9.99159813e-01   4.16057956e-05   1.65687979e-05   5.17140579e-05
    4.49593535e-05   6.83684601e-04]
 [  3.46802409e-07   4.07915941e-05   9.97041523e-01   2.55798665e-03
    4.61826088e-09   2.43723179e-07   3.92620114e-09   3.14887620e-05
    3.27298185e-04   2.05093443e-07]
 [  1.09866413e-03   1.97326252e-03   4.63467184e-03   2.20803404e-03
    9.54549015e-02   3.95204267e-03   8.42854031e-04   1.00843282e-02
    2.12510340e-02   8.58500183e-01]
 [  5.48571734e-06   5.56797168e-08   5.11749469e-08   2.13384055e-06
    4.19391925e-03   1.20176363e-03   9.70634861e-09   9.91230130e-01
    1.33871770e-04   3.23264045e-03]
 [  1.65268648e-05   3.98657994e-06   4.15146642e-05   4.44088422e-04
    2.75834518e-05   5.66545968e-05   1.03408604e-06   9.98262346e-01
    1.14290662e-04   1.03199610e-03]
 [  5.20786898e-07   3.86441371e-07   3.34568118e-04   9.73954302e-05
    4.53920350e-08   1.31909971e-07   2.26707490e-11   9.99076605e-01
    6.36325603e-06   4.84034477e-04]
 [  1.65019272e-04   9.95013893e-01   2.10693944e-03   1.00536774e-04
    1.85599332e-04   3.28828392e-05   3.68957204e-04   9.21673723e-04
    1.06937904e-03   3.50259033e-05]
 [  7.20016425e-04   4.55513597e-04   1.00917136e-02   3.08107788e-04
    4.00447898e-05   1.87882513e-04   9.40413374e-05   2.12863577e-03
    9.84255314e-01   1.71883462e-03]
 [  7.34959976e-05   1.43961586e-06   3.50332484e-05   9.99039590e-01
    4.90446628e-10   3.07091075e-04   1.52513946e-10   4.35539914e-05
    7.76247543e-06   4.91952698e-04]
 [  3.24042398e-04   2.82000634e-03   2.79834890e-03   4.18223580e-03
    9.14352313e-07   2.30008256e-04   7.47777958e-05   2.78369583e-07
    9.89546835e-01   2.25317526e-05]
 [  7.57250527e-04   8.09008179e-06   2.73840069e-05   7.37207374e-05
    6.14379591e-04   8.85848567e-05   1.70948571e-08   9.88793671e-01
    2.31299073e-05   9.61371791e-03]
 [  8.67178943e-03   4.43067342e-01   6.13017520e-03   1.69416126e-02
    4.14304261e-04   5.10947585e-01   2.56422302e-03   3.82727105e-03
    6.48527360e-03   9.50378599e-04]
 [  6.24548193e-06   7.96742916e-06   7.88995239e-05   2.88357056e-04
    2.61312584e-06   1.46785926e-04   5.92397464e-06   7.01049203e-07
    9.99457419e-01   5.15982265e-06]
 [  6.69646943e-06   1.32308344e-06   9.99766171e-01   1.05259918e-04
    3.27398642e-09   2.98967990e-07   7.02191983e-07   1.52997600e-07
    1.19302866e-04   7.89008965e-08]
 [  9.41354334e-01   1.86329926e-05   2.32071895e-02   8.84379959e-04
    5.83625805e-08   2.69774832e-02   8.78892024e-06   6.04558809e-05
    7.32785231e-03   1.60860000e-04]
 [  2.35700718e-04   1.90498104e-05   4.52046022e-02   8.95877951e-04
    7.77103722e-01   3.67684261e-04   9.25932545e-04   2.80620884e-02
    1.51659613e-02   1.32019356e-01]
 [  1.25797569e-05   2.51247722e-04   4.26364742e-04   1.25959027e-03
    2.41416870e-04   2.00303155e-04   5.53998291e-07   9.28805888e-01
    3.18863941e-03   6.56133741e-02]
 [  1.09392036e-04   1.15278463e-05   9.97355819e-01   1.32413313e-03
    1.57837235e-07   2.71904806e-04   7.45426618e-08   4.52202175e-06
    9.05856781e-04   1.66671362e-05]
 [  9.91794527e-01   1.86527507e-06   4.93711745e-03   1.38673393e-04
    2.22881272e-06   3.90557339e-04   5.18033676e-06   6.92865637e-04
    2.89630643e-05   2.00808584e-03]
 [  2.84831458e-07   1.21580301e-08   8.65316281e-07   1.28291191e-07
    9.99756873e-01   8.29863493e-05   2.78615312e-06   1.31905417e-05
    2.92480763e-06   1.39943819e-04]
 [  6.95770315e-04   1.85213070e-02   2.23480907e-04   3.72870006e-02
    8.98011327e-02   9.02962312e-03   1.18044583e-04   9.03896689e-02
    4.11758060e-03   7.49816358e-01]
 [  4.06270965e-06   3.74691609e-07   1.87523765e-05   2.26538120e-07
    9.99755442e-01   6.25557514e-05   1.03430226e-04   2.16652393e-06
    2.56980347e-05   2.73077421e-05]
 [  2.29738987e-04   4.37269790e-07   1.89767714e-04   3.90118861e-04
    3.76420654e-03   3.84797459e-05   1.52674136e-06   4.57889662e-04
    1.24973827e-03   9.93678153e-01]
 [  9.86031651e-01   5.24374457e-07   1.07052308e-02   3.01938358e-04
    4.83886744e-08   2.80172168e-03   3.45031822e-07   1.33168342e-05
    1.60207765e-05   1.29408596e-04]
 [  5.67452844e-05   9.48196277e-04   1.50294244e-01   2.81113312e-02
    7.80835096e-03   4.01160696e-06   9.01846215e-05   8.11470211e-01
    2.80660752e-04   9.36142402e-04]
 [  8.99395382e-05   9.49656665e-01   2.87848152e-03   8.02752748e-03
    1.94366612e-02   3.34423245e-03   4.46992693e-03   1.33668236e-03
    1.02068642e-02   5.53068588e-04]
 [  1.08753948e-05   8.16725660e-05   9.98300850e-01   6.41547027e-04
    4.87827347e-05   1.67181424e-05   7.48665188e-05   5.12557676e-07
    8.22616159e-04   1.60728587e-06]
 [  1.05648406e-03   2.58984650e-03   9.89179611e-01   4.98214411e-03
    8.19819590e-08   1.46389008e-03   3.52090487e-04   1.14565701e-05
    3.64475010e-04   2.02190158e-08]
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    1.87933092e-05   6.30743671e-07]
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    2.81636079e-04   3.79351117e-02]
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    1.81561778e-03   3.41372797e-05]
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    6.34595494e-07   9.99277294e-01   2.70118380e-06   5.00843598e-08
    2.59845430e-04   1.30266926e-06]
 [  2.32167840e-05   1.05128471e-07   1.01839404e-07   6.95093768e-05
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    9.98593152e-01   5.89307274e-06   4.39969619e-04   8.15142357e-06
    2.59524427e-06   2.45082192e-05]
 [  3.34474054e-04   8.50210927e-06   2.19297595e-04   7.37586088e-05
    5.63440321e-04   1.08776272e-04   9.98552859e-01   2.22696954e-07
    1.33127600e-04   5.55668839e-06]
 [  1.54021109e-05   9.96352196e-01   5.11472113e-04   1.87498564e-03
    3.74831179e-05   1.09109878e-05   1.27428561e-04   1.93749966e-05
    1.04263367e-03   8.12133567e-06]
 [  1.69825507e-04   9.08208132e-01   5.74023230e-04   1.51663716e-03
    2.89573031e-03   5.93033910e-04   2.52326427e-04   6.26488775e-02
    8.82196706e-03   1.43193845e-02]
 [  4.26103100e-02   3.26154150e-05   9.44877028e-01   9.24936309e-03
    2.40850895e-05   5.85199305e-05   3.11611104e-03   1.66978418e-06
    2.60383422e-05   4.20734750e-06]]
INFO:tensorflow:global_step/sec: 153.942
INFO:tensorflow:loss = 0.107474, step = 19401
INFO:tensorflow:probabilities = [[  9.99473155e-01   9.76622303e-08   3.08272429e-04   7.30330271e-07
    2.25612007e-06   1.62976612e-05   1.75573150e-04   2.83644977e-06
    3.42842736e-06   1.73308108e-05]
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    1.87256731e-07   1.15223427e-03]
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    5.07649077e-07   2.81866323e-06]
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    1.42852499e-04   1.60890631e-05]
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    5.03657320e-05   9.99278009e-01]
 [  6.01056172e-06   2.03108211e-04   1.01706129e-04   3.54966105e-05
    3.46343077e-05   4.16901079e-04   9.98840392e-01   3.17301008e-09
    3.61582643e-04   1.60555629e-07]
 [  8.52817664e-07   2.39749536e-08   1.86634970e-05   5.68536116e-08
    9.83221292e-01   1.45695794e-05   2.64329974e-05   4.02161444e-04
    1.36804022e-02   2.63557350e-03]
 [  4.76886044e-06   3.64638749e-03   4.08614986e-03   1.13854821e-05
    7.51945074e-04   7.05884668e-05   9.91121411e-01   2.74429482e-07
    3.05880472e-04   1.19802451e-06]
 [  2.14594358e-04   9.48544257e-05   2.57086067e-04   6.07222843e-04
    1.62118158e-04   5.75276441e-04   1.39418597e-04   4.38831051e-07
    9.97794867e-01   1.54100257e-04]
 [  8.24631393e-01   4.54696192e-06   2.95609934e-04   2.93390185e-04
    1.47482172e-06   1.68850511e-01   3.86381359e-03   1.28767260e-05
    1.98224303e-03   6.42310406e-05]
 [  1.07872788e-09   2.38100668e-08   2.84773982e-09   1.04910768e-07
    9.99155879e-01   2.06299737e-05   2.70459452e-07   3.24161301e-05
    6.24334149e-04   1.66398080e-04]
 [  8.95147678e-05   5.63134927e-05   2.13821113e-04   1.47927742e-04
    3.91789188e-04   9.89487052e-01   8.50544497e-03   2.00717477e-05
    1.04914350e-03   3.89337765e-05]
 [  9.99991775e-01   4.94093821e-10   5.48265143e-06   8.29447941e-08
    4.48533849e-11   1.90345065e-06   6.12560029e-07   9.58110391e-09
    1.07686120e-07   3.36540795e-09]
 [  9.28702593e-06   9.98727620e-01   2.62896123e-04   2.39770365e-04
    3.59307087e-05   1.77082529e-05   4.08031010e-05   1.85190453e-04
    3.99656739e-04   8.11307909e-05]
 [  4.18326199e-05   5.04324680e-06   3.94513700e-06   6.36235520e-04
    1.90344099e-02   1.10299466e-02   9.12096493e-06   9.62369263e-01
    1.30736607e-03   5.56286704e-03]
 [  1.76339803e-04   4.05279110e-07   2.34577911e-07   1.52184931e-03
    3.26389703e-03   9.48496308e-05   1.51008365e-07   2.50291657e-02
    4.08101914e-05   9.69872296e-01]
 [  6.38863717e-09   5.86376757e-07   4.42415767e-05   9.99945641e-01
    1.52451992e-11   6.72459009e-06   1.49990020e-11   1.00874622e-07
    2.67426321e-06   8.72293100e-08]
 [  4.51503354e-07   1.27653202e-05   2.27224571e-03   9.95418072e-01
    1.82001941e-07   1.62767933e-03   4.76979700e-08   3.31569345e-06
    6.57161989e-04   8.05591026e-06]
 [  9.99841094e-01   4.30339403e-10   8.70549866e-06   7.26230746e-06
    1.19004451e-09   9.03529071e-05   1.79070662e-06   2.93603307e-07
    4.93860898e-05   1.14677914e-06]
 [  1.09418352e-06   3.46367051e-05   9.99854922e-01   7.89560509e-05
    6.57544570e-06   1.71335546e-06   7.82521568e-07   7.05601860e-06
    1.31776396e-05   1.07581934e-06]
 [  1.15470510e-04   2.98689189e-03   1.18783893e-04   9.73097631e-05
    1.36971968e-04   4.01737541e-03   9.82505679e-01   5.02443470e-07
    9.98234842e-03   3.86105203e-05]
 [  1.42227648e-07   1.34489619e-06   3.01255386e-05   2.13903768e-05
    3.84724856e-08   3.53532563e-08   1.92720111e-11   9.96789217e-01
    3.66952713e-06   3.15397419e-03]
 [  1.12219741e-05   1.52528833e-06   5.06609831e-05   1.96355572e-07
    8.55244580e-05   3.30881012e-05   9.99781311e-01   1.32493687e-08
    3.63655054e-05   7.14474879e-08]
 [  6.01493375e-05   7.40430332e-05   1.30589196e-05   4.70946193e-01
    1.09923860e-06   5.18048227e-01   5.96218570e-07   1.19585752e-06
    1.25727628e-03   9.59816575e-03]
 [  2.43521517e-05   6.40391299e-05   6.88148430e-05   1.18231246e-05
    2.45042873e-04   6.25021756e-03   9.93251860e-01   1.82507218e-08
    8.01234564e-05   3.66035670e-06]
 [  4.56069438e-06   1.61148634e-07   1.38962932e-05   6.78553261e-06
    7.48069525e-01   4.14808543e-04   1.32598914e-04   2.82071796e-05
    2.51137584e-01   1.91806073e-04]
 [  7.67045549e-06   3.93379742e-05   3.23316999e-05   1.82070828e-04
    2.08398137e-06   3.38007703e-05   2.31725661e-08   9.99415398e-01
    1.75149362e-05   2.69769575e-04]
 [  9.98237610e-01   5.42085104e-07   4.85457895e-05   7.02601683e-05
    1.46992181e-06   1.35382952e-03   1.48670506e-05   1.22729005e-04
    1.42479097e-04   7.77203877e-06]
 [  6.27903455e-06   3.85549947e-06   1.99314221e-04   8.58508338e-06
    9.99094486e-01   6.20529900e-05   1.91006911e-04   2.05582819e-05
    7.63387470e-06   4.06118139e-04]
 [  9.02606116e-05   4.07465222e-06   6.40398939e-05   9.99589622e-01
    8.61879130e-07   1.20046745e-04   4.12326330e-07   7.19604074e-08
    1.05864943e-04   2.48546403e-05]
 [  5.01479498e-08   8.48421280e-07   5.67152796e-08   1.26185557e-06
    9.58632648e-01   2.83776608e-05   8.49658122e-08   1.02489023e-03
    1.38863703e-04   4.01729830e-02]
 [  5.76060347e-06   9.84963663e-06   2.32592900e-03   8.17254593e-04
    8.05135642e-07   4.75924980e-06   3.01575076e-09   9.96008396e-01
    3.37685924e-05   7.93443178e-04]
 [  7.08242533e-06   9.63242590e-01   2.63855187e-03   6.32981444e-03
    2.82586436e-04   1.24535430e-03   7.40911782e-05   8.17991211e-04
    2.51935013e-02   1.68487109e-04]
 [  2.80228460e-06   5.63423100e-07   1.67080429e-06   6.21561594e-06
    2.11480506e-06   1.64097983e-05   1.11392140e-08   9.99416113e-01
    1.71310990e-06   5.52438374e-04]
 [  9.36408251e-05   7.36635548e-06   3.50893833e-06   2.40875179e-05
    1.06892304e-03   1.41008513e-03   9.97111559e-01   1.81884886e-07
    2.59435619e-04   2.10392591e-05]
 [  1.80763309e-04   6.34186165e-07   3.04504010e-06   1.60061536e-05
    5.69366312e-05   3.21286527e-04   1.51425610e-07   9.98946130e-01
    3.40404295e-05   4.40979726e-04]
 [  2.12474159e-04   1.88180624e-04   1.65131211e-03   2.88695679e-03
    1.68922043e-03   1.33720832e-02   2.47676484e-03   7.90898321e-06
    9.77294922e-01   2.20230693e-04]
 [  9.99316216e-01   3.73225539e-09   1.51747543e-06   8.06954432e-08
    7.70844760e-12   6.81171252e-04   1.39508955e-08   1.25849738e-07
    3.96028156e-07   4.93254277e-07]
 [  9.93769348e-01   2.07633258e-10   2.22121272e-07   1.16435004e-07
    1.17480622e-10   6.21426618e-03   8.92661589e-08   1.25060760e-05
    3.16285150e-06   1.19687130e-07]
 [  5.48798380e-05   2.54036377e-06   8.17591383e-04   1.09566667e-04
    3.12540890e-03   1.35061948e-03   4.76005115e-03   1.13258393e-05
    9.87289071e-01   2.47899373e-03]
 [  3.06866750e-05   4.03910130e-03   6.74318895e-03   2.87556881e-03
    9.84454600e-05   5.41026493e-05   4.59941384e-06   9.81316447e-01
    3.33698606e-03   1.50082191e-03]
 [  3.55050608e-04   2.36445921e-03   3.60515132e-03   4.57695394e-04
    9.19863522e-01   2.48180469e-03   3.99653502e-02   8.35416373e-04
    2.95933373e-02   4.78139758e-04]
 [  3.18348495e-04   8.44699098e-04   9.03123058e-04   3.92244384e-03
    9.54997609e-04   3.17637052e-04   5.19723799e-05   2.70273944e-04
    9.65185225e-01   2.72311978e-02]
 [  1.05563877e-05   1.21316972e-07   5.58093234e-05   3.42180124e-06
    1.95376182e-04   7.52216158e-03   9.92177188e-01   7.64488473e-09
    2.53127382e-05   9.99530221e-06]
 [  7.72218058e-08   2.52672294e-07   1.40841018e-06   8.72464298e-05
    2.44318380e-06   1.99421294e-04   3.06992592e-06   3.00083691e-08
    9.99705493e-01   4.26641805e-07]
 [  6.01348165e-06   4.86980825e-05   2.03053656e-04   8.86959097e-05
    1.42600795e-04   9.96867955e-01   5.03268384e-05   7.63228090e-05
    2.43787258e-03   7.85387092e-05]
 [  3.83285737e-07   9.99343693e-01   2.43947215e-05   9.72195048e-05
    9.32646526e-06   9.50327831e-06   2.44256134e-05   4.20600685e-07
    4.88562626e-04   2.04770345e-06]
 [  5.65396203e-06   5.43009173e-06   9.25215318e-07   1.83730584e-03
    1.18959171e-04   9.94685650e-01   1.41910050e-05   3.44838663e-05
    3.68143694e-04   2.92914035e-03]
 [  9.99841928e-01   4.21324167e-08   3.05502981e-05   7.87635872e-06
    1.50636140e-07   3.43538668e-05   3.16020561e-07   9.05776869e-06
    7.30942645e-07   7.50602921e-05]
 [  1.19535624e-04   1.72513282e-07   1.43107100e-05   9.81070189e-05
    5.24758034e-05   9.99025345e-01   2.37311924e-05   2.10403465e-04
    1.39402153e-04   3.16468097e-04]
 [  2.18307739e-03   6.91709965e-06   1.94186345e-04   2.39353731e-01
    1.67306847e-04   2.14145370e-02   8.65237598e-05   5.45979856e-06
    6.85103297e-01   5.14850318e-02]
 [  5.21566926e-06   4.92636036e-06   9.89579499e-01   9.36709065e-03
    1.78680639e-04   4.42472112e-04   4.73883410e-05   1.00206044e-07
    3.09786235e-04   6.47586567e-05]
 [  1.95268440e-05   1.44771948e-05   1.60983269e-04   9.03147611e-06
    9.98273373e-01   8.91758900e-05   7.08605454e-04   1.41204393e-04
    2.21123104e-04   3.62635619e-04]
 [  2.80657860e-05   9.98905420e-01   2.06672048e-04   1.07704072e-04
    5.90989184e-05   1.20120339e-05   1.12098869e-05   3.06258182e-04
    2.93117046e-04   7.03837213e-05]
 [  9.86121118e-01   1.30222161e-05   6.89085166e-04   1.69805935e-05
    8.20798217e-04   2.35377159e-03   8.64463579e-03   1.79091279e-04
    1.14929490e-03   1.22115835e-05]
 [  5.16167456e-05   5.52390277e-01   4.61789314e-05   1.48276221e-02
    9.31335334e-03   1.30489357e-02   6.27717964e-05   5.87774441e-03
    1.40998280e-02   3.90281558e-01]
 [  2.80898857e-05   3.00773415e-08   2.13287749e-05   2.66877560e-05
    5.92075651e-07   9.96248305e-01   3.60994274e-03   7.05198622e-10
    6.49297508e-05   9.26654167e-08]
 [  5.07796085e-06   4.24351747e-05   2.84405196e-05   1.55842304e-03
    2.49161571e-03   2.63794616e-04   5.96181167e-07   3.88543867e-03
    8.97649967e-04   9.90826547e-01]
 [  1.13262467e-04   2.48863103e-06   3.74704068e-05   5.51949888e-02
    1.30247054e-05   9.40449595e-01   5.22084920e-05   4.74894068e-06
    1.02841400e-03   3.10390675e-03]
 [  9.99900460e-01   3.79395750e-08   5.75482190e-05   3.10230189e-06
    1.96638421e-08   1.41406817e-05   1.96140968e-06   2.43758745e-06
    9.05234901e-06   1.13000697e-05]
 [  3.90137138e-04   1.02644124e-04   4.91726911e-03   2.91244783e-06
    9.90654647e-01   2.89135205e-04   2.19098944e-03   1.21565722e-03
    8.36470863e-05   1.52977809e-04]
 [  9.99988914e-01   6.69790889e-10   3.52958091e-06   3.97427527e-07
    1.83294716e-11   6.95285189e-06   3.93991328e-08   3.58118548e-08
    1.03408453e-07   1.68732001e-07]
 [  2.76673461e-07   3.55888807e-09   9.51572645e-07   7.31435989e-07
    2.15906071e-09   2.54598575e-07   1.65337459e-12   9.99910116e-01
    1.11341656e-07   8.75084661e-05]
 [  9.86611667e-06   1.37361803e-03   9.78490055e-01   1.80830248e-03
    2.00694986e-03   3.51891562e-04   1.40014978e-04   1.55646345e-02
    1.45319820e-04   1.09152919e-04]
 [  2.39461806e-05   6.47525594e-05   5.12970902e-04   7.27028295e-04
    2.95319054e-02   2.25372831e-04   9.30597434e-06   4.68165474e-03
    1.04716292e-03   9.63175893e-01]
 [  8.20226251e-06   8.43245107e-06   1.75702546e-04   5.51720755e-03
    4.70644736e-05   9.92124259e-01   2.46149080e-04   5.63674014e-08
    1.84153230e-03   3.14233002e-05]
 [  1.56564711e-05   3.74500632e-06   5.11071295e-04   9.95854795e-01
    1.59828160e-05   3.10060522e-03   5.17144827e-07   2.39226414e-04
    1.87582336e-04   7.09170563e-05]
 [  8.29178225e-06   1.24180266e-08   7.77739751e-06   7.73425679e-09
    1.11519141e-04   2.98700343e-06   9.99866724e-01   3.57003316e-09
    2.67847008e-06   4.45130084e-08]
 [  7.04532664e-04   7.57225062e-05   4.31336666e-05   3.53155052e-03
    1.94076779e-06   9.95310128e-01   4.87816578e-05   8.76005106e-06
    2.44238618e-04   3.13067576e-05]
 [  9.42368570e-06   9.65637267e-01   2.01014744e-04   1.00586833e-02
    2.48109456e-03   1.41914294e-03   9.17755096e-05   2.18879106e-03
    1.64907873e-02   1.42211269e-03]
 [  1.13850638e-06   2.10067651e-06   1.63630739e-05   9.98355925e-01
    9.77187597e-07   6.35746634e-04   3.54132830e-08   8.07892661e-07
    8.74074933e-04   1.12794471e-04]
 [  1.43450927e-06   8.35887695e-05   1.64345745e-03   8.73576105e-01
    4.86899671e-06   5.62004978e-04   2.62368225e-08   7.75810704e-02
    5.45275025e-03   4.10947055e-02]
 [  3.54929980e-05   8.57816019e-07   2.89317250e-04   9.99449551e-01
    5.04954789e-09   1.52411216e-04   7.39839408e-08   2.89949167e-08
    7.04527629e-05   1.90201035e-06]
 [  1.44763902e-01   2.65065086e-04   8.12224299e-03   2.36325641e-03
    4.93332893e-01   1.19758593e-02   1.54374525e-01   1.15713522e-01
    5.02785295e-03   6.40608817e-02]
 [  2.36528399e-06   9.99618769e-01   8.88010618e-05   6.44218526e-05
    1.72870477e-05   1.45183947e-06   1.15206251e-06   7.05366328e-05
    1.11074820e-04   2.40332556e-05]
 [  7.20241678e-06   1.64270950e-05   1.69716994e-04   9.43611030e-06
    9.92150903e-01   5.32918959e-04   3.38853593e-03   1.89905968e-05
    2.10417042e-04   3.49534466e-03]
 [  1.43275372e-06   3.80480998e-07   2.74231250e-04   9.97665524e-01
    1.06025732e-06   1.32032379e-04   3.46403617e-08   1.25813694e-05
    1.12835690e-03   7.84435833e-04]]
INFO:tensorflow:probabilities = [[  6.01547305e-04   3.36331339e-03   1.86575620e-04   2.56530032e-03
    2.76999533e-01   5.28135262e-02   2.17235507e-03   1.65092282e-03
    9.13625862e-03   6.50510669e-01]
 [  4.06142408e-06   3.13234523e-05   3.20653282e-02   6.79824408e-03
    7.92645570e-03   6.30762544e-04   1.77506408e-05   9.52030480e-01
    4.66641504e-04   2.89767522e-05]
 [  5.64589300e-06   2.82386609e-04   4.39781024e-06   2.30314865e-04
    1.96333677e-02   2.42709910e-04   7.38171991e-07   1.08323032e-02
    1.76004454e-04   9.68592107e-01]
 [  1.59831042e-03   7.89761767e-02   5.85898291e-03   8.47381890e-01
    1.86789148e-05   7.91288260e-03   1.60504351e-06   5.02208360e-02
    9.82505851e-04   7.04821339e-03]
 [  6.07087240e-05   1.75326437e-04   3.88089938e-05   9.89583254e-01
    3.97169373e-07   9.38879605e-03   3.92279475e-07   7.92221968e-08
    7.24428566e-04   2.78737152e-05]
 [  9.99977827e-01   2.73309181e-10   2.49180266e-06   4.60538615e-07
    6.62585320e-10   1.41067394e-05   3.56073042e-06   1.41611409e-07
    9.43252658e-08   1.35003097e-06]
 [  5.54857797e-05   4.44549414e-06   3.71522424e-06   9.03404609e-04
    2.43912078e-02   2.97869610e-05   1.12138980e-06   2.46450887e-03
    1.56262264e-04   9.71990108e-01]
 [  3.11844997e-05   1.00970929e-02   1.36034132e-05   1.40239066e-03
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    6.37081013e-11   7.46731121e-06   1.00319301e-06   3.25658469e-08
    1.25394956e-06   8.59061871e-08]
 [  1.26911809e-05   5.61690527e-10   1.98313028e-08   2.53153843e-07
    3.81091995e-05   3.77595643e-06   1.07672427e-10   9.99479115e-01
    2.01120898e-07   4.65915276e-04]
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    2.19319668e-06   9.98807788e-01   8.14953819e-06   9.57354374e-08
    3.03250417e-05   2.63062946e-04]
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    9.54984844e-01   3.42419575e-04   1.50601831e-04   6.22948282e-04
    1.02344854e-03   4.17431891e-02]
 [  6.37614721e-06   2.73294489e-08   2.09083755e-05   2.94672959e-02
    4.06364052e-07   9.69476759e-01   5.21507161e-07   3.07424671e-07
    8.15200561e-04   2.12046798e-04]
 [  2.86179238e-06   1.24220594e-06   2.78609630e-04   9.51339840e-04
    1.12070256e-06   8.29482997e-06   1.60576163e-09   9.98496771e-01
    3.33360776e-06   2.56380037e-04]
 [  4.05692699e-05   7.77049499e-05   9.54508483e-01   2.87025180e-02
    2.63749366e-03   1.66171894e-03   1.09795053e-02   4.20473583e-07
    1.35162845e-03   4.00824392e-05]
 [  9.99972582e-01   3.92256921e-10   2.52071459e-06   1.38876368e-08
    1.26716172e-11   2.35136122e-05   4.57851712e-07   2.68095761e-07
    2.74374550e-08   6.77395121e-07]
 [  3.58318706e-04   2.32886654e-04   9.98019338e-01   9.10253730e-04
    2.88748129e-06   4.65325757e-05   3.47415153e-05   2.30249410e-04
    1.55133734e-04   9.73824535e-06]
 [  8.68248299e-06   2.29637203e-06   9.99153972e-01   7.57027185e-04
    4.71817248e-06   1.12387879e-05   8.75799856e-07   5.22414929e-08
    2.93450794e-05   3.19718711e-05]
 [  9.43985343e-01   2.97666702e-04   1.47240376e-03   9.27432440e-03
    1.26702376e-04   4.76685911e-03   3.39306630e-02   9.09868031e-05
    6.03324594e-03   2.16661938e-05]
 [  3.54536780e-07   8.14818009e-08   6.18664231e-08   7.49726951e-06
    3.29283148e-06   9.99896407e-01   8.54976392e-08   4.35257243e-06
    8.44966999e-05   3.23922836e-06]
 [  8.66914629e-09   6.61325942e-07   7.27295310e-06   2.08110559e-05
    7.14324333e-09   4.33935696e-07   1.35481773e-12   9.99965906e-01
    2.91566067e-07   4.70645455e-06]]
INFO:tensorflow:global_step/sec: 154.43
INFO:tensorflow:loss = 0.0787914, step = 19501
INFO:tensorflow:probabilities = [[  1.97385157e-06   2.16005817e-02   3.41046676e-02   3.54901671e-01
    5.66840579e-04   4.06076480e-03   1.43612178e-05   2.84084409e-01
    2.88504541e-01   1.21601848e-02]
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    4.06464969e-05   9.86997724e-01]
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    2.45853641e-07   9.90999341e-01   9.41616163e-05   2.07308199e-06
    1.86642376e-03   7.06381843e-06]
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    1.84606379e-05   2.60053957e-06   4.89709433e-04   2.47091521e-06
    1.50816733e-04   3.04084028e-06]
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    5.30021265e-03   3.25622212e-04]
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    1.07869436e-03   1.96901080e-03]
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    3.97964595e-06   2.21994458e-04]
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    9.50214982e-01   4.00521327e-03]
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    3.12465054e-05   3.70750990e-06]
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    1.28782773e-07   1.79238341e-05]
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    1.17908719e-04   4.57138143e-04]
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    5.84018345e-08   3.47784059e-08]
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    2.57804970e-07   4.34926059e-03   4.82126950e-07   1.75087825e-06
    1.15836854e-04   6.70982525e-04]
 [  2.59863771e-03   5.28510427e-03   5.98803759e-01   6.21286146e-02
    1.86387300e-01   6.52029784e-03   2.47298949e-03   1.01406674e-03
    1.06087640e-01   2.87015997e-02]
 [  2.64754199e-05   1.43418242e-06   2.03566466e-04   7.67534038e-06
    9.33171093e-01   9.13753611e-05   4.34609246e-04   5.14999637e-03
    1.16668401e-04   6.07970916e-02]
 [  3.04830319e-04   1.09763779e-01   4.08108230e-04   5.66548714e-03
    7.38705276e-05   1.38799218e-03   5.38310036e-03   2.12098735e-06
    8.76886368e-01   1.24348458e-04]
 [  1.15236646e-04   1.52455541e-04   5.43455302e-04   7.22864934e-05
    8.81593078e-05   3.39688081e-03   7.79279741e-03   6.12871418e-06
    9.87646461e-01   1.86162375e-04]
 [  1.05619586e-06   7.67531048e-07   2.25897998e-06   4.29000756e-05
    1.48852384e-02   2.75537805e-05   1.25739604e-07   1.29616577e-02
    1.74384313e-05   9.72060978e-01]
 [  5.70107943e-07   4.04100176e-09   1.16002660e-07   5.45912917e-05
    3.21943837e-04   1.30168328e-05   2.09589750e-08   6.37829187e-04
    1.70761850e-05   9.98954773e-01]
 [  8.67711939e-03   9.17693786e-03   6.94961660e-03   5.37499227e-03
    2.35643005e-04   2.15984182e-03   1.11684949e-05   5.23355365e-01
    1.25404641e-01   3.18654627e-01]
 [  8.32085570e-05   9.94938254e-01   1.25746720e-03   1.26770625e-04
    2.50278483e-03   6.71215021e-05   3.62832274e-04   1.04233826e-04
    5.12259197e-04   4.49339059e-05]
 [  8.46405442e-07   4.63195647e-05   2.72142897e-05   6.13218581e-05
    4.82143037e-07   1.62655192e-06   3.78824222e-10   9.99060094e-01
    6.54793212e-06   7.95613218e-04]
 [  9.99308586e-01   3.58643675e-08   4.74773347e-04   3.96033065e-05
    2.09516557e-07   2.22573035e-05   1.48280393e-04   1.84723672e-06
    3.36012590e-06   1.04530943e-06]
 [  9.99993086e-01   5.83593007e-10   2.39368228e-06   3.65993117e-07
    8.60374993e-10   2.64837195e-06   2.19284968e-09   1.21790788e-06
    2.02534480e-07   9.07314472e-08]
 [  9.99822676e-01   5.93059934e-10   3.96470787e-05   1.29822268e-07
    4.25095337e-08   1.04767110e-04   7.32900162e-06   3.43312445e-06
    2.20672591e-05   5.05895699e-08]
 [  1.71548976e-07   1.64880944e-07   1.89927978e-05   8.57187956e-07
    9.98381734e-01   7.55544716e-06   1.01773940e-05   1.22947104e-05
    6.56429847e-06   1.56152074e-03]
 [  1.31087583e-02   3.53080723e-05   3.45635265e-02   3.98308941e-04
    4.65429015e-02   1.40957739e-02   1.41066383e-03   3.09718661e-02
    4.68650401e-01   3.90222549e-01]
 [  8.74508871e-04   7.85536948e-04   9.61565495e-01   1.49927987e-02
    1.06193056e-06   1.77549882e-05   5.42587019e-04   4.65111611e-07
    2.12195031e-02   3.24173044e-07]
 [  3.71345408e-07   3.99578204e-10   9.04640185e-09   8.45981413e-06
    1.31744230e-07   3.11832846e-05   9.49948020e-13   9.99571025e-01
    5.87595181e-08   3.88795888e-04]
 [  4.82472271e-04   1.49900181e-04   1.21106552e-02   9.59595382e-01
    4.48144874e-06   2.10171752e-03   4.83968097e-06   2.39729779e-05
    2.54685730e-02   5.80333435e-05]
 [  7.13663641e-04   3.53661781e-05   6.93866089e-02   9.25122559e-01
    4.86971992e-08   2.65434384e-03   1.14023216e-07   2.76183546e-05
    1.41462358e-03   6.45310385e-04]
 [  9.67932237e-07   9.10210929e-06   5.23451899e-06   3.05486537e-07
    9.99803364e-01   7.16365548e-06   6.31489966e-05   8.25290863e-06
    1.02885379e-05   9.21904648e-05]
 [  1.38372270e-04   2.49673091e-02   9.62339222e-01   1.11837033e-02
    6.22616938e-07   4.73019418e-06   4.13558737e-05   3.38258133e-06
    1.31660351e-03   4.85494957e-06]
 [  2.27139772e-05   1.18276810e-04   1.37890265e-05   6.05631794e-04
    6.37773890e-03   2.32312654e-04   1.02983859e-06   3.39787155e-02
    3.58908990e-04   9.58290875e-01]
 [  5.18304716e-07   8.93555261e-06   3.12464363e-05   9.99637246e-01
    2.48281162e-06   2.69582029e-04   1.95994829e-07   3.82663181e-08
    4.19934149e-05   7.69014241e-06]
 [  5.98626343e-07   5.72573626e-03   9.93841529e-01   1.16264659e-04
    1.32694855e-04   1.04748164e-04   3.02627923e-05   3.36437515e-05
    1.18867338e-05   2.73359956e-06]
 [  6.89396961e-03   1.88260529e-07   9.93055046e-01   1.91666131e-05
    9.68535190e-08   5.64702441e-06   3.22033571e-07   1.67289238e-06
    2.27183682e-05   1.04937419e-06]
 [  2.28123763e-03   1.86955614e-04   1.64068509e-02   9.51438490e-03
    6.58142507e-01   8.39211605e-03   2.62841524e-04   1.91419855e-01
    1.79262526e-04   1.13214031e-01]
 [  5.69689792e-06   7.51054063e-09   5.56291297e-06   1.27440471e-05
    6.87677995e-04   9.16649412e-07   1.76879311e-08   6.35814108e-03
    2.35453008e-05   9.92905617e-01]
 [  2.36348533e-05   1.38072005e-06   1.52460852e-04   1.61262439e-03
    3.25629202e-07   1.01051684e-02   2.66556549e-06   1.96204419e-05
    9.88071799e-01   1.03718166e-05]
 [  1.23030724e-04   4.19400726e-03   3.26885289e-04   4.77332273e-04
    1.71015970e-04   9.70583797e-01   4.07015579e-03   1.25835577e-04
    1.98326632e-02   9.52326664e-05]
 [  1.25629684e-09   4.46892701e-09   6.90667821e-06   9.99981523e-01
    3.62124636e-11   4.29694666e-07   2.23123928e-12   1.04828268e-09
    1.11428126e-05   1.11626415e-08]
 [  1.66549915e-04   4.65517369e-05   6.85148612e-02   2.45162257e-04
    8.80288601e-01   3.15722689e-04   4.91531275e-04   2.21096314e-04
    3.40463557e-05   4.96759489e-02]
 [  9.99746144e-01   4.39652670e-09   1.18108096e-06   3.12724211e-08
    2.73738028e-08   2.30882812e-04   2.05241886e-05   1.68964505e-08
    1.05100116e-06   2.17561094e-07]
 [  3.78980597e-10   2.34169195e-09   2.35020616e-06   9.99994874e-01
    6.76986134e-10   1.02613978e-06   3.74917653e-14   9.44557783e-08
    2.36174245e-07   1.31207855e-06]
 [  2.01831481e-05   6.38772253e-05   1.13657676e-04   1.24768901e-03
    4.16824920e-03   2.63167731e-03   4.17062438e-06   3.98396887e-02
    3.66550572e-02   9.15255725e-01]
 [  3.46996276e-05   9.92795289e-01   1.42079574e-04   1.28911968e-04
    3.04995367e-04   3.72032337e-05   1.24791419e-04   1.40693132e-03
    4.91654687e-03   1.08764492e-04]]
INFO:tensorflow:probabilities = [[  5.90172037e-03   9.86684393e-03   7.57685304e-03   1.52437299e-01
    1.76727213e-03   8.48162360e-03   9.17450059e-03   2.91936867e-05
    8.03799093e-01   9.65659565e-04]
 [  1.00329265e-08   4.89742291e-09   2.53880984e-07   7.86710916e-06
    7.83907623e-08   9.36314208e-08   1.97766326e-12   9.99972463e-01
    2.23272218e-06   1.69181694e-05]
 [  1.34992821e-04   9.98499870e-01   6.87916938e-04   2.63710943e-04
    6.82112877e-05   7.34604555e-06   2.08539805e-05   1.79762865e-04
    1.25860504e-04   1.16994952e-05]
 [  1.00028356e-05   6.61734119e-02   8.53893697e-01   1.11598689e-02
    2.59189183e-05   1.28560632e-05   6.09584458e-06   6.59400374e-02
    2.70057260e-03   7.75915323e-05]
 [  1.69053646e-06   9.95928228e-01   1.81551778e-03   1.01208116e-03
    8.44284950e-05   1.55569342e-05   5.15706188e-06   7.77014066e-04
    3.55787051e-04   4.54197243e-06]
 [  9.99980092e-01   4.83161067e-10   4.16380271e-06   1.78120541e-08
    4.00101350e-12   1.52526945e-05   1.92387986e-07   2.30435653e-08
    1.61891720e-07   7.08815051e-08]
 [  3.93721621e-06   5.02750765e-08   1.86496709e-06   9.38196463e-05
    6.75766785e-08   9.99877214e-01   1.29775628e-07   3.88119403e-08
    2.26049706e-05   2.78015364e-07]
 [  4.82251406e-01   4.45718724e-05   5.03241643e-02   9.14681077e-05
    8.29765294e-03   7.00791106e-02   5.13452962e-02   1.10613452e-02
    2.92292506e-01   3.42124365e-02]
 [  3.96752654e-07   1.96543692e-06   9.99948859e-01   4.18579511e-05
    1.13801866e-06   1.39236633e-07   1.05357083e-06   2.15639943e-07
    4.16267585e-06   6.29349017e-08]
 [  4.57010600e-07   4.04396303e-08   1.35596167e-06   6.35341334e-04
    2.60815036e-09   9.99287903e-01   1.99162582e-06   1.53058534e-12
    7.20826065e-05   8.27998690e-07]
 [  5.13425111e-05   1.24211553e-07   4.87897796e-06   9.41227845e-05
    6.58807228e-04   1.03446429e-04   2.80715426e-07   4.35014546e-04
    7.78061876e-05   9.98574138e-01]
 [  1.23153370e-06   9.94773544e-08   8.84712051e-07   7.69290782e-05
    3.59354919e-04   2.29118043e-04   2.38779325e-08   2.02934388e-02
    1.31551897e-05   9.79025781e-01]
 [  5.73939829e-08   7.95651249e-06   1.09883667e-05   9.99010682e-01
    3.94961631e-07   7.45451543e-04   1.90079952e-08   4.12828012e-06
    1.28348183e-04   9.19806916e-05]
 [  1.05577533e-06   1.37127900e-05   9.99956250e-01   1.51330287e-05
    5.22477950e-10   1.05834399e-08   3.32404113e-08   3.20440478e-07
    1.34687507e-05   2.60986477e-09]
 [  2.20549209e-05   1.09149005e-04   2.55417638e-02   5.79884835e-02
    1.45970271e-05   5.72653016e-06   1.74871388e-07   9.09548342e-01
    2.02707993e-03   4.74271830e-03]
 [  7.64913963e-08   5.87603827e-05   9.99643207e-01   2.83312576e-04
    3.48259266e-09   5.84751874e-08   6.72604870e-07   4.23674678e-08
    1.38933092e-05   1.29452682e-09]
 [  5.00623764e-06   4.98791167e-07   4.42392184e-06   3.94302479e-05
    8.11191569e-07   1.82684853e-05   4.12302054e-10   9.99641061e-01
    1.43238731e-05   2.76249601e-04]
 [  2.56128965e-06   5.48574008e-07   2.75974948e-04   1.20791585e-04
    2.33751166e-06   9.91187408e-05   7.42702759e-05   2.58184603e-08
    9.99408364e-01   1.59888823e-05]
 [  3.28006630e-04   7.28845916e-05   1.30715575e-02   3.17098014e-03
    1.66902365e-03   5.66160124e-05   1.88974609e-05   9.10631895e-01
    6.48147939e-03   6.44986853e-02]
 [  2.13309922e-05   9.99355257e-01   1.22980477e-04   2.20880451e-04
    5.85189555e-05   8.14603118e-06   2.71329100e-05   4.16572911e-05
    1.31098815e-04   1.31176030e-05]
 [  7.32858723e-04   4.10007453e-03   9.47078876e-03   3.56836594e-04
    9.11712181e-04   1.24836934e-03   1.44377560e-03   1.10296835e-03
    9.78788018e-01   1.84460357e-03]
 [  1.37849507e-04   9.83018816e-01   8.72629753e-04   7.68410182e-03
    4.91724117e-04   1.35709241e-04   8.62840971e-05   4.66173049e-03
    2.18365388e-03   7.27595470e-04]
 [  3.38118298e-05   3.86200300e-05   2.04944704e-03   3.75108942e-02
    3.64132188e-02   2.92976666e-03   6.46789931e-06   1.48315981e-01
    6.05647033e-03   7.66645312e-01]
 [  5.36709308e-07   1.93563668e-04   9.92787540e-01   6.51936512e-03
    3.94711533e-04   1.43990801e-05   4.22001585e-06   6.50158909e-05
    5.17918716e-06   1.54325862e-05]
 [  4.45084743e-06   2.42748364e-08   1.15693747e-05   4.36172122e-05
    2.15599453e-03   7.47736885e-06   6.52794370e-08   2.31262879e-03
    3.69858113e-04   9.95094299e-01]
 [  5.53902471e-03   8.91047895e-01   3.66939530e-02   8.79870960e-04
    9.44054686e-03   9.40206446e-05   1.87392265e-03   7.46778073e-03
    4.49844152e-02   1.97857432e-03]
 [  4.54773581e-05   1.05130944e-07   1.84445933e-04   2.97908955e-05
    4.20091872e-08   1.07277037e-06   7.08409581e-11   9.99140978e-01
    1.54645500e-06   5.96432481e-04]
 [  9.99913454e-01   4.85924678e-09   2.64120135e-05   2.58829232e-06
    1.01781062e-07   3.08903327e-06   8.11738755e-06   6.65134905e-07
    3.98835764e-05   5.52412894e-06]
 [  5.34831452e-05   4.48037026e-04   2.08154880e-02   7.93541595e-02
    6.04663110e-05   1.00544491e-03   9.20162984e-06   8.59506079e-04
    8.95477831e-01   1.91640866e-03]
 [  5.55151587e-07   3.83331042e-07   9.99948025e-01   4.37649287e-05
    7.10967818e-09   4.64572070e-09   1.04820458e-07   6.57969031e-06
    2.02306637e-07   3.10124392e-07]
 [  3.05418757e-06   9.98993099e-01   2.71914643e-04   2.27241719e-04
    2.49481618e-05   2.66984080e-06   5.95561323e-05   2.63935181e-05
    3.77381308e-04   1.38715550e-05]
 [  2.63234551e-06   3.11440616e-08   2.99431304e-06   3.09685078e-07
    9.99013424e-01   1.73277458e-05   5.38117310e-05   4.47233760e-04
    2.65782437e-05   4.35802940e-04]
 [  1.25946966e-03   1.75175664e-04   6.36647688e-03   9.75181814e-03
    8.62333633e-04   5.14862535e-04   4.16220573e-04   1.65300487e-04
    9.63775575e-01   1.67126786e-02]
 [  9.99980927e-01   1.60029401e-09   1.57754239e-05   1.26509079e-07
    1.08891509e-08   7.04961906e-07   9.88454985e-07   4.78957780e-08
    2.66665182e-07   1.28575164e-06]
 [  9.95923042e-01   1.61948333e-06   2.86130351e-03   2.52179307e-05
    9.12386240e-05   4.84585500e-04   1.07085325e-04   6.03641383e-05
    1.37865849e-04   3.07731068e-04]
 [  4.08875436e-04   7.68643622e-06   2.19018273e-02   9.10754839e-04
    9.55989361e-01   3.40927625e-04   3.13749141e-03   1.74113928e-04
    5.82878594e-04   1.65459048e-02]
 [  9.69871107e-05   9.94518101e-01   8.83818255e-04   4.39796917e-04
    2.76686362e-04   7.21930992e-05   1.69947289e-03   4.54038061e-04
    1.46462442e-03   9.41504477e-05]
 [  4.20746993e-10   3.93507182e-09   9.99950171e-01   4.97096953e-05
    1.55437444e-13   6.55037746e-10   2.29078502e-13   1.15738095e-08
    1.27921453e-07   8.06658126e-12]
 [  9.98905778e-01   4.67922746e-07   5.21102265e-05   3.18343450e-06
    2.55974555e-06   2.26372176e-05   9.97157767e-04   1.17622756e-06
    1.28385436e-05   2.03972309e-06]
 [  9.99995351e-01   2.06387699e-10   6.98493409e-07   2.45292455e-07
    3.03295333e-10   1.66391587e-07   1.06835794e-08   8.64398373e-07
    7.17946307e-08   2.56342742e-06]
 [  6.71018313e-07   1.38779619e-08   1.49318321e-05   1.08152424e-04
    1.16865071e-04   7.36742095e-06   1.09680687e-09   3.54961412e-05
    5.91530716e-06   9.99710619e-01]
 [  8.98330654e-07   4.59334828e-08   1.74249115e-04   2.49023549e-03
    3.90999100e-09   1.59759122e-06   1.01940192e-10   9.97324705e-01
    1.34488332e-08   8.26180985e-06]
 [  6.98367830e-06   1.50151479e-07   2.14256015e-05   4.47022139e-05
    8.97087038e-01   4.94366453e-04   1.89226121e-04   1.82834850e-03
    1.61892595e-03   9.87088904e-02]
 [  5.11202916e-06   2.89388367e-07   5.74033998e-04   9.95432854e-01
    6.44045373e-10   1.84720993e-05   9.37967926e-09   1.38872295e-07
    3.96900764e-03   1.38011742e-07]
 [  2.75467732e-03   4.36062599e-03   9.82490480e-02   1.64903770e-03
    5.57115376e-01   2.30529264e-01   8.96645859e-02   4.96809604e-03
    5.05437143e-03   5.65486122e-03]
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    1.44693904e-05   3.51892522e-05]
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    6.80890866e-03   6.40907310e-05]
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    5.40738460e-04   1.95943758e-05]
 [  4.63931901e-05   3.24802459e-05   7.84592032e-01   1.96740761e-01
    6.92738045e-09   1.58369236e-04   2.93153724e-09   1.78133212e-02
    1.84785487e-04   4.31958324e-04]
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    5.57692147e-05   9.47096123e-05   1.67078833e-05   1.30501039e-05
    9.89095628e-01   9.51036997e-03]
 [  1.53411820e-05   9.98632133e-01   5.59312175e-04   1.11935173e-04
    4.40224139e-05   4.99721068e-07   1.47684186e-05   4.93248517e-04
    1.12970272e-04   1.58828243e-05]
 [  2.33780389e-04   9.92066979e-01   1.51634018e-03   3.53207288e-04
    1.19277807e-04   1.55187794e-04   7.43381737e-04   4.99061192e-04
    4.16564476e-03   1.47060215e-04]
 [  7.05813000e-05   1.14007300e-07   2.77605868e-04   5.25430551e-06
    1.10461474e-06   6.58386807e-06   1.51020586e-07   9.28984809e-05
    9.95810747e-01   3.73501494e-03]
 [  4.84875272e-05   2.67618343e-05   2.35672414e-05   3.74400406e-03
    2.97391303e-02   4.16582869e-03   6.77283015e-06   2.40558898e-03
    5.02646035e-05   9.59789574e-01]
 [  6.97658252e-05   3.27114649e-05   2.59847584e-04   2.83393601e-04
    6.56493341e-07   1.49583575e-05   5.58312649e-06   3.59419355e-05
    9.99149323e-01   1.47785540e-04]
 [  8.45231768e-03   1.51606584e-02   3.67406756e-03   3.73635232e-03
    3.46313156e-02   4.99769161e-03   1.72441753e-04   3.42263311e-01
    3.17968149e-03   5.83732188e-01]]
INFO:tensorflow:global_step/sec: 154.205
INFO:tensorflow:loss = 0.12836, step = 19601
INFO:tensorflow:probabilities = [[  3.93731432e-04   8.05415402e-05   3.34149366e-03   5.51387930e-05
    1.22298975e-03   2.56189349e-04   9.90292668e-01   1.81753039e-05
    4.32571070e-03   1.32914156e-05]
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    1.06219877e-03   7.86512792e-01]
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 [  4.36613234e-09   1.41525780e-09   4.44476740e-07   3.29103168e-05
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    1.01670832e-08   5.22269465e-06]
 [  3.20989813e-04   1.10409201e-06   4.29345906e-04   1.45840741e-05
    2.92596407e-04   2.34252220e-04   9.98701572e-01   8.61807194e-08
    4.24725204e-06   1.08738209e-06]
 [  6.43092245e-02   7.23346318e-07   1.01352204e-02   3.32938833e-03
    4.85122175e-04   9.06361325e-04   6.49308786e-04   1.52455457e-02
    6.46782015e-03   8.98471296e-01]
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    2.97116465e-04   8.41683868e-05]
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    1.79207809e-02   5.22180926e-03]
 [  1.08721466e-07   3.60497637e-07   7.56014174e-07   3.43778200e-04
    2.53886101e-04   4.57360984e-05   9.90219351e-10   3.58345057e-03
    5.17443987e-05   9.95720208e-01]
 [  5.57409803e-05   8.16092097e-07   9.98350739e-01   1.80524163e-04
    3.03478851e-06   2.52592345e-05   1.61541666e-05   7.38704784e-06
    1.56922324e-04   1.20349147e-03]
 [  5.63584468e-09   1.77007996e-06   9.99983788e-01   1.40011161e-05
    1.66980429e-10   4.72509865e-10   1.95470654e-10   7.58079608e-08
    3.39231320e-07   5.82249804e-11]
 [  4.38075294e-05   1.32562782e-05   4.67202114e-03   1.55971611e-05
    9.90469635e-01   2.42698030e-03   4.23352234e-04   2.16135930e-04
    1.19649711e-04   1.59954093e-03]
 [  1.37022093e-01   1.12047790e-04   1.25893680e-02   7.74036802e-04
    2.74959113e-03   5.85732807e-04   7.52500176e-01   1.95126613e-05
    9.34057608e-02   2.41606278e-04]
 [  1.81469695e-05   9.93030608e-01   1.89721643e-04   2.79585394e-04
    2.78002612e-04   9.15127384e-06   5.63352696e-05   2.26188102e-04
    5.69784688e-03   2.14498679e-04]
 [  1.76193737e-07   1.08674431e-05   6.61414088e-05   9.99081850e-01
    9.04219917e-07   6.50822360e-04   1.66985430e-07   2.66568776e-07
    1.13060603e-04   7.56904628e-05]
 [  4.82468458e-05   7.18567708e-06   2.10109356e-05   2.22325980e-05
    7.78174610e-04   1.84623743e-04   9.98841226e-01   9.52897565e-08
    9.18444930e-05   5.37354072e-06]
 [  1.29995006e-03   5.58216590e-04   9.11142051e-01   2.11978629e-02
    4.93088388e-04   7.22538971e-04   9.11698153e-05   1.84813607e-02
    9.89528652e-03   3.61184664e-02]
 [  2.23519208e-07   9.88715351e-01   5.98392071e-05   3.70913954e-03
    7.17889459e-04   1.69125444e-04   1.03703263e-04   1.19619772e-05
    6.36349712e-03   1.49223066e-04]
 [  9.71097907e-04   7.15085980e-06   1.77909201e-03   1.69153118e-05
    1.74896361e-03   9.12280008e-03   9.81977880e-01   1.29443350e-07
    4.36845142e-03   7.50620347e-06]
 [  3.88614317e-05   4.26935148e-05   5.81650995e-03   3.11424141e-03
    4.58570430e-05   1.75748937e-06   1.07363816e-08   9.53647017e-01
    3.56058124e-04   3.69370468e-02]
 [  9.17896692e-09   3.81058243e-08   9.99672413e-01   3.25756206e-04
    7.23409883e-08   2.20393126e-09   3.34743007e-08   2.03220196e-08
    1.69480086e-06   3.69722670e-08]
 [  1.84392411e-06   1.93200525e-04   1.70786992e-01   7.89158463e-01
    2.26016255e-08   7.09993947e-06   5.58354873e-09   6.59983634e-05
    3.97339761e-02   5.23616873e-05]
 [  1.08617060e-04   9.71574366e-01   1.16076581e-02   6.64121797e-03
    5.07798861e-04   3.66369068e-06   1.23906269e-04   4.23924066e-03
    4.99890652e-03   1.94507578e-04]
 [  9.99775112e-01   6.31900932e-09   5.28679993e-05   1.41212752e-06
    1.89191553e-07   6.15429417e-06   6.76707077e-06   1.84637192e-05
    2.11111865e-06   1.36678311e-04]
 [  9.99970675e-01   3.53944642e-08   5.40981682e-06   1.97116378e-06
    1.88420013e-09   1.81320374e-05   1.27937699e-06   1.65637971e-07
    1.38666621e-06   9.40591008e-07]
 [  9.99033213e-01   3.85805610e-09   2.96037142e-05   2.84045285e-07
    2.90975123e-07   6.55390322e-04   2.56581116e-04   5.50966547e-07
    2.24544510e-05   1.61530249e-06]
 [  2.23940049e-04   9.88557696e-01   3.08933691e-03   1.49462384e-03
    3.71895527e-04   1.30474058e-04   2.83670495e-04   2.97697191e-03
    2.75026145e-03   1.21149256e-04]
 [  1.21739504e-05   9.98126447e-01   1.19095726e-04   7.57291418e-05
    1.10198293e-04   4.73362452e-05   4.99106012e-04   1.52995835e-05
    9.85416002e-04   9.14275279e-06]
 [  3.00847547e-04   6.68037683e-06   1.77018781e-04   1.48626543e-06
    9.64363513e-04   1.33320660e-04   9.98369515e-01   3.76254934e-06
    3.82414728e-05   4.77228832e-06]
 [  2.25300919e-05   2.25995336e-05   3.23035492e-04   1.70868414e-04
    1.47022356e-05   1.50754477e-03   1.75236521e-04   1.02300658e-06
    9.97753799e-01   8.67483141e-06]
 [  5.15004922e-06   1.79728522e-05   3.61731683e-04   2.54456373e-03
    1.27210043e-07   6.01348006e-07   5.08773614e-11   9.83828068e-01
    1.76402245e-05   1.32241650e-02]
 [  4.88383648e-06   3.59888297e-08   2.23853704e-06   1.88625825e-06
    3.21994008e-07   1.77907641e-05   8.18738410e-10   9.99621868e-01
    2.87821858e-05   3.22133303e-04]
 [  8.24357903e-06   5.18127454e-05   9.43439543e-01   2.19202324e-04
    1.74361776e-06   1.16355318e-06   2.27888260e-04   3.67067287e-07
    5.60493656e-02   6.39371365e-07]
 [  9.99991059e-01   8.06167466e-10   1.86614983e-07   1.18742787e-06
    1.27934802e-10   5.78799700e-06   4.65555900e-07   7.50603046e-09
    1.13721842e-06   5.72551251e-09]
 [  3.06606074e-10   1.11483212e-09   2.60045522e-06   9.99995351e-01
    2.91524725e-12   1.94587415e-06   6.60713021e-13   5.45360024e-09
    1.14298089e-07   1.63982197e-08]
 [  2.39482106e-04   9.98306274e-01   4.24914819e-04   1.10582005e-04
    2.44897470e-04   1.24665685e-05   1.79579365e-05   1.21227007e-04
    5.05370845e-04   1.67591006e-05]
 [  4.85276018e-07   2.19175519e-04   9.99710619e-01   6.05144232e-05
    8.01952282e-08   5.76720936e-07   1.39201552e-06   1.50276117e-06
    5.46342335e-06   2.20402931e-08]
 [  4.40334406e-05   1.98274897e-03   9.70725596e-01   2.40563750e-02
    2.45492760e-04   1.78994742e-05   1.75354246e-04   9.83828704e-06
    2.69897957e-03   4.37072304e-05]
 [  3.09737459e-07   1.12316489e-09   4.20372885e-07   6.15415256e-03
    4.59387112e-10   9.92798567e-01   2.35493847e-09   2.13365729e-06
    5.88689756e-04   4.55713394e-04]
 [  2.02807086e-03   1.97067857e-06   2.25997046e-05   3.68141395e-04
    1.77247962e-03   9.69947100e-01   2.19262380e-04   5.48395947e-05
    8.01438186e-03   1.75711531e-02]
 [  9.99854445e-01   1.18412657e-08   7.36915317e-05   2.77877962e-06
    2.38725106e-09   5.97860744e-05   7.75081332e-07   1.49015563e-07
    6.97676387e-06   1.31923764e-06]
 [  4.29348962e-04   1.11613388e-03   8.05890886e-04   3.73700459e-04
    5.51236328e-04   9.71524179e-01   2.27562152e-02   5.51234480e-05
    2.30750814e-03   8.06681564e-05]
 [  1.54263267e-04   2.59363958e-07   1.66033395e-03   1.21284524e-04
    2.17525411e-07   5.29660610e-04   4.90409184e-05   2.25774056e-05
    9.97430146e-01   3.22437554e-05]
 [  9.99497056e-01   1.31687941e-08   1.87892510e-05   1.02747681e-05
    8.24212520e-09   3.46471497e-04   7.54655559e-07   1.14986269e-05
    7.99804984e-05   3.51743583e-05]
 [  6.74361900e-07   3.64342035e-04   5.51088667e-03   1.62864223e-01
    1.37103169e-04   5.57757216e-04   1.96943938e-06   7.38980293e-01
    2.46655829e-02   6.69171438e-02]
 [  8.28276461e-06   2.16486910e-06   6.21479412e-05   1.48771687e-06
    1.90648076e-04   3.27407770e-06   9.99723732e-01   2.17448223e-06
    4.58207978e-06   1.57772399e-06]
 [  8.63188490e-08   2.63907941e-06   9.98550475e-01   1.42645999e-03
    4.06703094e-07   6.67958702e-08   9.26180945e-08   6.55406029e-06
    1.27644262e-05   4.82171117e-07]
 [  9.97838676e-01   7.90451971e-09   3.33597950e-06   1.04720675e-04
    8.49715054e-09   1.99362379e-03   3.96681301e-08   4.77360736e-05
    4.94986580e-06   7.05720549e-06]
 [  1.26100509e-04   9.97801721e-01   4.86292905e-04   2.48064141e-04
    3.14042729e-04   2.05848119e-05   2.85279209e-04   4.84281569e-04
    1.90267936e-04   4.35111469e-05]
 [  9.36874785e-05   2.64463733e-06   2.17585421e-05   4.79111535e-04
    1.77876864e-05   9.98770535e-01   1.37615498e-05   5.61626484e-06
    1.88589431e-04   4.06525010e-04]
 [  2.39943620e-04   9.95860398e-01   4.88613732e-04   1.92622203e-04
    7.07812491e-04   1.17188029e-04   1.37482202e-04   8.74614576e-04
    2.52003490e-04   1.12935225e-03]
 [  1.86646503e-04   5.22470771e-07   4.27951090e-05   1.30750254e-06
    3.73108269e-05   9.87987187e-06   9.99719799e-01   7.67128761e-09
    1.35599544e-06   3.94551677e-07]
 [  1.84071643e-04   9.89254832e-01   1.53747469e-03   1.67670532e-03
    4.78906150e-04   9.33721545e-04   1.18481694e-03   4.56022040e-04
    4.23284667e-03   6.05739733e-05]
 [  1.36839124e-04   9.68883038e-01   3.37303709e-03   1.33602154e-02
    2.26577814e-03   3.31817893e-03   1.75761385e-03   3.42931075e-04
    6.41240831e-03   1.49873304e-04]
 [  2.42482856e-04   7.85736898e-09   1.67739165e-06   7.13238251e-07
    4.43105364e-06   2.76926509e-03   9.96863246e-01   1.27041133e-09
    1.18030504e-04   2.73250407e-07]
 [  4.54193586e-03   9.01512612e-05   6.25056564e-04   9.63308394e-01
    8.23717983e-06   1.49652977e-02   4.83447047e-06   1.75864741e-04
    5.12106065e-03   1.11591360e-02]
 [  1.52286420e-05   9.87046361e-01   2.74251681e-04   2.24291999e-03
    1.62904878e-04   2.38364792e-05   1.14163695e-05   8.02238751e-03
    6.58353150e-04   1.54236425e-03]
 [  3.50700748e-06   6.47369772e-04   1.41463637e-01   9.74995177e-03
    1.62896025e-03   4.11413563e-03   1.03030157e-04   2.77814634e-05
    8.41196477e-01   1.06516527e-03]
 [  9.98830378e-01   4.76141167e-07   1.16948162e-04   2.24071773e-05
    1.08363429e-05   6.14105433e-04   5.58013890e-05   3.42556450e-05
    2.48561060e-04   6.60285950e-05]
 [  1.30477187e-04   2.58393607e-06   2.98923464e-04   1.71723859e-05
    2.66795450e-05   9.92609566e-05   3.83716077e-04   6.39613972e-06
    9.98912454e-01   1.22305515e-04]
 [  1.24297454e-04   3.36907164e-04   8.86013640e-06   1.01436041e-02
    1.85300671e-02   4.11115820e-03   3.36316612e-06   2.00804393e-03
    6.48711668e-03   9.58246529e-01]
 [  7.35486265e-06   1.85373608e-06   6.40371756e-04   9.98192132e-01
    6.00782868e-10   7.90481456e-04   1.84969451e-09   1.01417129e-06
    3.49028793e-04   1.77201910e-05]
 [  2.69796510e-06   3.26153058e-05   1.47817133e-04   9.99712646e-01
    8.68924754e-09   7.24999836e-06   1.28787176e-08   6.49736648e-07
    9.53237468e-05   9.98924179e-07]
 [  5.84622831e-05   7.84854174e-01   6.45271270e-03   2.05745753e-02
    6.05558231e-02   2.79350281e-02   4.39135311e-03   4.87280922e-04
    9.27247405e-02   1.96588226e-03]
 [  3.49231783e-07   1.72463672e-07   5.86301030e-06   3.49338734e-07
    9.99783456e-01   6.42611622e-06   3.04507521e-05   1.63093300e-05
    4.01130228e-06   1.52511275e-04]
 [  9.74997699e-01   2.73148999e-06   3.31866846e-04   1.44410893e-04
    1.07702398e-07   2.35834382e-02   1.13313245e-05   3.31585295e-04
    3.88855900e-04   2.08077050e-04]
 [  7.52186970e-05   9.95703161e-01   2.15274398e-03   1.03086277e-04
    1.28277039e-04   1.03162729e-05   1.35907612e-04   4.45227575e-04
    1.20964949e-03   3.64222215e-05]
 [  3.75632044e-05   8.13372208e-06   1.51525444e-06   5.91704993e-05
    1.52618252e-02   7.05428421e-04   6.85557040e-07   2.59954878e-03
    1.86037825e-04   9.81140018e-01]
 [  8.26487940e-06   8.58580336e-07   2.74371432e-05   3.04183641e-06
    9.98947322e-01   6.25405446e-05   1.66157461e-05   2.26550153e-04
    5.61079651e-06   7.01764482e-04]
 [  9.98846412e-01   1.05253818e-07   3.16921185e-04   5.55624956e-06
    4.63335290e-08   7.53446540e-04   6.18075364e-06   5.31678234e-06
    2.98219311e-05   3.60749436e-05]
 [  6.89078821e-04   9.62154445e-06   1.93630403e-04   2.04872093e-04
    5.82718924e-02   2.96553131e-03   9.35934722e-01   5.09294296e-05
    1.06159318e-03   6.18072168e-04]
 [  6.23549568e-07   1.09334849e-06   7.64117984e-04   1.73798611e-03
    1.27533227e-07   2.57101823e-02   2.05514357e-06   2.18516703e-07
    9.71780777e-01   2.82561518e-06]
 [  1.57239538e-05   1.10328030e-02   3.85702879e-05   8.49179924e-03
    1.71053018e-02   1.16892485e-02   2.59541912e-06   8.86319697e-01
    5.90295792e-02   6.27469411e-03]
 [  9.99976277e-01   1.92209818e-10   7.30046349e-06   6.73798795e-08
    8.11886502e-10   1.29349955e-05   2.99889416e-06   2.18277396e-08
    9.50156078e-08   2.02945998e-07]
 [  1.42554472e-05   1.13383138e-07   9.88089480e-04   1.29919266e-04
    3.07807539e-07   3.25456858e-06   1.41179335e-09   9.98573899e-01
    3.21501102e-06   2.86848983e-04]
 [  3.02621892e-08   8.60198782e-07   2.52705468e-06   9.99980211e-01
    6.55472399e-10   5.81743006e-06   1.35002426e-11   9.48551886e-08
    8.22632137e-06   2.10291864e-06]
 [  3.45283229e-06   3.79594458e-05   9.84552316e-04   1.19302909e-04
    1.66069236e-04   3.45345645e-04   1.15838822e-03   1.96131350e-06
    9.97132778e-01   5.01737995e-05]
 [  5.48684911e-05   9.53021109e-01   1.29374224e-04   2.25293683e-03
    2.53839407e-05   1.92864045e-05   8.55441340e-06   2.44116969e-02
    1.03373509e-02   9.73940548e-03]
 [  7.95000688e-06   5.86997368e-04   3.94136366e-03   5.34435138e-02
    5.12587940e-05   1.67383545e-03   4.30564323e-05   2.39852743e-05
    9.40171838e-01   5.61874040e-05]
 [  8.19769775e-06   1.42786244e-04   3.10092582e-04   4.81361843e-04
    2.66795973e-06   7.42981854e-07   2.49697791e-08   9.97428834e-01
    8.65266891e-04   7.60014285e-04]
 [  1.34315414e-07   3.57589471e-07   1.89058497e-07   7.84631879e-08
    9.99785841e-01   9.09843891e-07   1.47046865e-06   1.53653718e-06
    1.59031981e-06   2.08022786e-04]
 [  9.99525189e-01   9.92053515e-08   3.42439394e-04   6.11209543e-07
    1.25058223e-05   4.58992290e-05   3.54517033e-05   1.59048068e-05
    2.88667161e-06   1.90503069e-05]
 [  1.08866051e-01   3.49985057e-05   3.08706407e-02   5.03726721e-01
    1.32932106e-03   8.24580807e-03   1.98151291e-04   1.31068146e-03
    7.99774304e-02   2.65440255e-01]
 [  3.15138495e-05   9.88123596e-01   7.78927002e-04   8.43249378e-04
    7.19554140e-04   1.72754022e-04   5.13560465e-03   8.18849585e-05
    4.08826908e-03   2.45294832e-05]
 [  2.06283494e-05   4.51598498e-06   4.53241577e-04   1.82384640e-01
    4.16731564e-05   5.41818321e-01   9.55634391e-07   7.41779746e-04
    2.45397866e-01   2.91364770e-02]]
INFO:tensorflow:probabilities = [[  6.87129097e-03   7.65741663e-03   7.61411414e-02   7.24614322e-01
    1.63672937e-07   1.83595538e-01   5.06177639e-06   6.18013495e-04
    3.53277952e-04   1.43632977e-04]
 [  1.68763145e-04   5.87289548e-03   3.38353403e-03   5.81853464e-02
    5.61387744e-04   9.27531540e-01   1.37419396e-04   8.47169140e-04
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    1.35339258e-04   2.48233118e-04]
 [  1.05750471e-04   3.60733294e-03   7.41641819e-02   1.78587418e-02
    1.97147805e-04   1.67775259e-04   5.88729517e-06   9.02321935e-01
    3.35749006e-04   1.23559870e-03]
 [  2.49989450e-01   5.85865404e-04   6.59578443e-01   5.27608348e-03
    1.39810564e-03   4.01707999e-02   7.10292626e-03   7.69024855e-03
    3.20433918e-03   2.50037182e-02]
 [  3.02537192e-05   2.01095290e-07   1.60415311e-06   3.56087389e-06
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    1.77867776e-06   3.87303927e-03]
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    1.77879032e-04   3.07787814e-05   1.03296821e-04   6.97191062e-05
    1.18097453e-03   1.25033212e-05]
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    5.77182556e-03   1.02824415e-04   1.12892231e-07   7.91859231e-04
    3.55101482e-04   9.92716491e-01]
 [  7.85246300e-07   1.74440530e-07   2.71283568e-07   4.47449111e-06
    9.84439850e-01   1.04841884e-05   5.34172750e-06   4.09586100e-05
    2.19660924e-05   1.54756960e-02]
 [  5.30994948e-05   1.08191845e-04   1.07771903e-02   3.32204654e-04
    9.74856138e-01   4.94466585e-05   2.03528651e-03   7.90558697e-04
    1.47875573e-03   9.51904431e-03]
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    2.21442014e-01   1.63152034e-03   2.61629699e-04   6.29162043e-02
    1.25749251e-02   6.84805393e-01]
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    3.58820884e-08   9.75629009e-05   1.13323006e-06   1.76387641e-06
    9.63442108e-06   8.60041666e-07]
 [  2.26177872e-05   3.31286195e-04   4.97745117e-04   1.65790156e-03
    4.23141591e-06   2.14734155e-05   2.93880589e-06   1.73437602e-05
    9.94558513e-01   2.88594002e-03]
 [  1.06282459e-04   1.47136859e-06   6.12818303e-06   1.92537009e-05
    6.13087032e-05   3.48660105e-04   1.71912973e-08   9.65303481e-01
    3.10160322e-05   3.41223218e-02]
 [  7.99530699e-06   3.18139209e-05   5.30373327e-05   7.03824277e-04
    2.33909003e-02   3.45897482e-04   1.62180038e-06   3.48593271e-03
    6.64921710e-03   9.65329707e-01]
 [  4.59660405e-05   1.08013053e-04   2.07236386e-03   5.50038740e-03
    7.55259534e-05   6.88379980e-04   1.46531296e-04   2.71378685e-05
    9.91044641e-01   2.91067292e-04]
 [  3.88519657e-05   6.04349907e-07   2.21590744e-06   7.84772928e-05
    1.52974564e-04   1.43750993e-04   2.38007321e-08   9.88579035e-01
    4.56042608e-06   1.09993890e-02]
 [  1.74374400e-05   1.84410681e-07   1.20525045e-04   6.64976596e-06
    9.97905135e-01   3.42791172e-05   1.93953492e-05   2.30881342e-04
    2.61639303e-04   1.40400289e-03]
 [  8.96225742e-04   3.54928933e-02   3.53008771e-04   4.40202915e-04
    4.64429101e-03   1.66706461e-02   9.35299635e-01   4.94658298e-06
    6.15362450e-03   4.45628684e-05]
 [  3.52758681e-04   1.13570231e-05   1.19268116e-04   5.82347784e-05
    2.79720291e-04   3.68196459e-04   9.98778403e-01   1.10039508e-07
    2.24541200e-05   9.37231925e-06]
 [  1.04615210e-04   3.39301077e-05   2.64419272e-04   1.55068072e-03
    1.70251531e-06   1.11461664e-03   5.80701089e-06   7.55157714e-08
    9.96899247e-01   2.49895693e-05]]
INFO:tensorflow:global_step/sec: 154.346
INFO:tensorflow:loss = 0.112062, step = 19701
INFO:tensorflow:probabilities = [[  1.87174658e-06   9.40118025e-06   1.54046816e-07   7.33211346e-04
    1.51509880e-06   9.97092843e-01   7.75628814e-06   8.51640209e-07
    2.00218358e-03   1.50288382e-04]
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    1.04303224e-04   2.44494622e-05]
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    5.41393063e-04   9.92512941e-01]
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    1.01955351e-03   3.13309852e-06]
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    1.31218610e-06   6.58574572e-04]
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    5.46743337e-04   6.90934435e-03]
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    1.15099952e-04   2.34977360e-05]
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    1.34501150e-02   6.84469851e-05]
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    2.62052890e-06   2.82240599e-05]
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    8.54040980e-01   1.28044160e-02   5.14041691e-04   3.00743821e-04
    7.40865571e-03   1.21657088e-01]
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    1.69598110e-07   3.19088431e-04   4.17848200e-09   6.77160142e-06
    3.09638534e-04   4.33565401e-05]
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    2.19671968e-02   1.91351294e-03   5.76384924e-02   1.17588817e-04
    5.28366454e-02   2.63872463e-03]
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    2.03864218e-07   8.60985518e-01   2.16131066e-05   1.38258532e-04
    1.18349381e-02   9.65555490e-04]
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    9.23443353e-04   2.45150586e-04]
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    5.84199908e-04   9.94201720e-01]
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    1.40352336e-06   1.31078949e-07]
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    4.97890915e-06   2.33382669e-09]
 [  6.59885991e-04   4.61322657e-07   2.61094654e-03   1.98724319e-05
    1.69127074e-03   8.91859818e-05   7.37926541e-07   6.78537460e-03
    9.66888096e-04   9.87175405e-01]
 [  2.20470480e-04   6.58312856e-05   2.88921437e-05   1.03154321e-06
    8.78396851e-04   5.98670065e-01   3.27286631e-01   4.67307160e-07
    7.28384703e-02   9.71453392e-06]
 [  2.58942634e-07   1.13195753e-07   2.08707092e-06   6.86403337e-06
    4.58721025e-03   5.54484286e-05   1.55523551e-07   1.34157119e-04
    1.46155013e-04   9.95067596e-01]
 [  1.81946100e-03   7.55226501e-05   2.71977005e-05   3.34458964e-05
    6.76221563e-04   9.91468430e-01   2.52956105e-03   1.33058129e-05
    3.33453203e-03   2.22288982e-05]
 [  7.83474661e-06   9.94190872e-01   4.49681829e-04   1.42317702e-04
    7.24201673e-05   1.26643616e-04   2.05579447e-03   1.20754949e-05
    2.93603935e-03   6.26504925e-06]
 [  5.18413970e-07   2.75994571e-05   5.60463872e-04   9.95028079e-01
    7.71301316e-08   3.93648166e-03   4.54427029e-09   2.30152909e-06
    4.31869150e-04   1.25954903e-05]
 [  1.90882220e-05   9.90348697e-01   6.33949414e-03   1.39697560e-03
    2.33509505e-04   6.88920045e-06   9.07169189e-04   1.81467331e-05
    7.27956591e-04   2.02357910e-06]
 [  1.75807872e-04   1.58249327e-06   1.79946655e-04   3.27968723e-06
    3.36625271e-05   3.13302065e-04   9.99290109e-01   1.11646079e-08
    1.97398208e-06   2.08821305e-07]
 [  1.24662711e-06   3.88173220e-07   1.90285937e-05   2.04725075e-05
    3.78791839e-02   1.99589835e-04   7.86568307e-06   1.54844613e-03
    8.62635672e-03   9.51697469e-01]
 [  1.04580909e-06   5.35727267e-08   2.03086529e-05   7.14254711e-05
    5.06125580e-05   4.59302828e-06   2.62235513e-08   6.06919930e-05
    7.36126167e-05   9.99717653e-01]
 [  1.73613597e-02   1.46071898e-05   2.64673756e-04   9.67332046e-04
    3.94926683e-05   7.79529929e-01   1.62747260e-02   2.44532941e-07
    1.85148671e-01   3.99029610e-04]
 [  3.72605340e-04   4.43740340e-04   2.67514231e-04   1.62150315e-03
    1.03189059e-01   2.07027537e-04   2.85399128e-05   7.76482513e-03
    6.53937086e-03   8.79565895e-01]
 [  4.61540949e-05   3.64475782e-05   9.52844858e-01   4.36120406e-02
    9.97869211e-05   4.49717618e-06   8.68693860e-06   5.38134998e-07
    3.21247964e-03   1.34632020e-04]
 [  8.63244978e-08   3.85576750e-05   1.02570485e-02   9.77255762e-01
    2.84336038e-05   5.15703519e-04   3.61948400e-06   9.44464060e-04
    9.68898181e-03   1.26730383e-03]
 [  2.44605326e-04   3.31401509e-07   1.04163528e-05   4.33245550e-05
    1.06886655e-04   6.84493498e-05   2.49646405e-07   9.93181765e-01
    7.76487923e-06   6.33607805e-03]
 [  5.22854738e-04   1.80668081e-03   8.15997839e-01   1.44283935e-01
    2.37089787e-02   1.12030911e-03   8.13723542e-03   8.95726960e-04
    2.85094511e-03   6.75551069e-04]
 [  8.96692782e-08   2.80974319e-08   4.32064735e-06   3.83214046e-06
    1.58733593e-09   1.56551605e-09   2.82822106e-13   9.99974132e-01
    1.50912882e-07   1.75586356e-05]
 [  7.65358448e-01   1.99980832e-08   1.08000175e-04   1.98599591e-05
    1.29403279e-05   2.16495290e-01   1.62920486e-02   6.67988264e-04
    1.03420881e-03   1.10901719e-05]
 [  7.05551383e-06   2.73607988e-02   9.65665281e-01   1.56126043e-03
    5.83344359e-08   6.11509095e-05   4.20959964e-07   3.32930676e-06
    5.34037314e-03   1.92860981e-07]
 [  8.33599017e-07   8.86203850e-07   4.27879022e-05   9.95772302e-01
    5.80716551e-06   7.01084500e-05   6.17245206e-08   5.86187016e-05
    7.31038046e-04   3.31750629e-03]
 [  9.87592399e-01   1.26065315e-05   8.18642846e-04   2.57862470e-04
    7.35050999e-05   2.19721900e-04   5.76010207e-05   6.20449020e-04
    7.03776954e-03   3.30953137e-03]
 [  1.36461540e-05   9.46117140e-08   1.02241829e-05   5.96009995e-05
    1.49171625e-03   1.36825365e-05   7.16162276e-08   3.55126744e-04
    4.63477656e-04   9.97592270e-01]
 [  8.41671590e-06   4.54487719e-07   3.25863257e-05   8.00962953e-05
    4.25185659e-04   6.61294107e-05   3.69569193e-07   8.13751190e-04
    2.09621954e-04   9.98363435e-01]
 [  2.37948416e-06   1.05752827e-06   3.76421194e-05   3.82576957e-07
    4.99580870e-04   3.95774638e-04   9.98999774e-01   3.09683053e-08
    6.34040698e-05   1.33960725e-07]
 [  2.44648289e-03   4.12504596e-06   1.29891720e-04   3.17696758e-05
    1.88253901e-03   5.19787427e-04   9.91843522e-01   3.23122708e-06
    2.88245664e-03   2.56189291e-04]
 [  2.62392268e-06   7.17438706e-06   2.32350726e-06   1.28916372e-05
    9.94152486e-01   3.06215225e-04   1.07178985e-05   4.42997552e-04
    2.93461435e-05   5.03321597e-03]
 [  2.42276855e-07   2.94582065e-07   6.63543051e-06   1.81040432e-05
    1.53492117e-08   1.12452619e-06   5.00585294e-12   9.99961019e-01
    4.40613022e-08   1.25201686e-05]
 [  3.60573745e-06   3.26910340e-05   1.05909063e-02   3.88700049e-03
    9.34428863e-06   5.75688432e-07   7.02658980e-08   9.84545708e-01
    1.45736107e-04   7.84371980e-04]
 [  4.02637124e-05   3.63748995e-08   3.88812996e-03   1.14312925e-05
    7.42804147e-08   2.19352341e-06   6.25623125e-06   2.27718985e-07
    9.96048272e-01   3.06611946e-06]
 [  4.85946075e-05   5.22677681e-07   1.04531900e-04   6.74810872e-05
    9.84482586e-01   1.58834620e-04   9.68800392e-03   2.83436702e-06
    2.37339712e-03   3.07334680e-03]
 [  1.44864619e-03   1.48222141e-04   1.29211351e-01   7.13384652e-05
    3.00953136e-04   9.02035797e-04   8.67874980e-01   1.05763425e-08
    4.18747331e-05   6.22510015e-07]
 [  9.99174058e-01   6.75770551e-09   7.19900359e-04   8.38743688e-08
    1.08942579e-08   1.28475158e-05   9.17794605e-05   2.12337188e-08
    1.15372745e-06   1.68683023e-08]
 [  1.14022251e-02   8.00061971e-03   8.61194611e-01   5.14099859e-02
    1.99637399e-03   6.92741305e-05   1.33747573e-03   5.14658093e-02
    5.31430496e-03   7.80935446e-03]
 [  9.99936223e-01   5.02063413e-09   6.14763576e-06   2.92692519e-08
    6.48344781e-11   3.63777690e-05   2.06794866e-05   8.20588042e-09
    6.29428996e-07   3.53700962e-08]
 [  7.56043690e-08   2.56979592e-06   3.64297739e-05   5.98651916e-03
    3.04109520e-08   9.90173340e-01   3.59594026e-07   2.21153343e-07
    3.79811530e-03   2.35903190e-06]
 [  3.40166589e-05   5.41311522e-07   6.37003211e-07   5.66940801e-03
    2.62907861e-06   9.92360651e-01   1.75680896e-06   1.50542007e-07
    1.10433134e-03   8.25986266e-04]
 [  2.16216104e-05   1.90305570e-03   1.62294833e-04   2.49855733e-03
    3.83334490e-03   2.90414057e-04   3.05689809e-07   7.00585783e-01
    5.99628873e-03   2.84708321e-01]
 [  2.30401292e-06   2.72782654e-06   5.50301665e-05   9.98174071e-01
    3.58400916e-06   3.73450748e-04   5.43983028e-08   2.99980252e-06
    4.84797114e-04   9.01085092e-04]
 [  3.89135373e-08   1.45373360e-06   2.17037654e-04   9.96344984e-01
    1.35175349e-09   1.55143189e-05   6.05866746e-10   5.81263123e-07
    3.42025352e-03   7.74146471e-08]
 [  1.85320945e-03   3.83357219e-05   9.48504385e-05   6.87678717e-03
    1.82059503e-05   9.78357553e-01   2.52140948e-04   1.61899996e-04
    5.91882877e-03   6.42813463e-03]]
INFO:tensorflow:probabilities = [[  5.65571361e-04   2.09323480e-06   2.08049278e-05   2.84804719e-05
    1.15199093e-07   5.43932438e-05   3.58305874e-06   3.56487817e-06
    9.99313116e-01   8.30215049e-06]
 [  9.33149131e-04   9.91893291e-01   5.63096721e-04   3.52374591e-05
    3.59868631e-03   1.17840609e-05   6.77514065e-04   7.07968429e-04
    1.50181400e-03   7.74406435e-05]
 [  2.51611091e-05   5.94578205e-06   8.74072211e-05   6.07738621e-04
    2.17752295e-05   1.48459687e-04   2.41148882e-07   9.98268604e-01
    3.36383782e-05   8.01054877e-04]
 [  1.71651652e-06   1.33335372e-04   4.46539561e-05   7.34539295e-04
    8.80591571e-01   1.67727965e-04   5.11822509e-05   7.30780943e-04
    1.72223372e-03   1.15822293e-01]
 [  9.73680735e-01   5.74039477e-05   1.60643756e-02   3.17414175e-04
    1.91722051e-04   1.44124532e-03   2.82855565e-03   2.77186453e-04
    4.50805575e-03   6.33175892e-04]
 [  4.77116118e-05   1.61774387e-03   1.34467175e-02   8.68440419e-02
    6.23765982e-06   7.32278068e-06   4.62581191e-08   8.76135290e-01
    7.39320181e-04   2.11555641e-02]
 [  1.34939339e-03   9.85367878e-05   1.05957886e-04   1.58437360e-02
    5.44798328e-04   9.79483247e-01   7.75969296e-04   5.18129556e-04
    6.16330246e-04   6.63971121e-04]
 [  1.99389815e-05   9.97914732e-01   6.22298394e-05   6.77143515e-04
    1.58037263e-04   4.56784946e-05   3.07847113e-05   4.97563626e-04
    2.28625649e-04   3.65190674e-04]
 [  1.08798151e-03   6.29533952e-06   2.14266758e-02   8.45861450e-06
    9.63579305e-03   6.73845643e-04   9.65862870e-01   1.93327272e-04
    7.73811771e-05   1.02734542e-03]
 [  3.75917334e-05   3.84891428e-05   2.56442127e-05   2.00367230e-03
    6.31456450e-03   5.06417155e-02   1.04042963e-04   5.45363990e-04
    6.77750504e-04   9.39611197e-01]
 [  9.98436749e-01   1.05160495e-07   9.20486113e-04   6.09842173e-05
    1.62174747e-05   1.45739232e-05   2.73249752e-04   9.49222376e-05
    2.82444876e-06   1.79818031e-04]
 [  1.28216061e-06   6.18689796e-07   2.00069326e-06   2.20578786e-05
    2.16349377e-03   1.24892525e-04   6.13571387e-07   5.02365467e-04
    9.07620852e-05   9.97091889e-01]
 [  5.50485784e-05   1.10354961e-06   2.58201726e-05   1.09862572e-06
    1.01028570e-04   3.36767880e-05   9.99777257e-01   1.89840161e-08
    4.83407848e-06   7.93810386e-08]
 [  6.61438435e-07   4.79270739e-07   9.45219017e-06   4.26500947e-06
    1.02818746e-03   2.69728680e-05   1.87969089e-08   9.64729667e-01
    2.95196252e-04   3.39051373e-02]
 [  1.33620109e-03   1.45246359e-02   8.66436516e-04   9.99759603e-03
    9.51988772e-02   2.31850091e-02   3.49580892e-04   4.53658290e-02
    4.57959548e-02   7.63379872e-01]
 [  2.37673812e-05   1.49635607e-05   5.66039416e-05   2.00272872e-04
    1.84961352e-02   1.74108241e-03   9.20574848e-07   7.86549449e-02
    7.72286367e-05   9.00734007e-01]
 [  4.48846293e-08   5.54508404e-07   1.85759218e-05   3.61055660e-04
    1.71604654e-07   2.23067772e-07   3.89328361e-11   9.99568999e-01
    1.97434474e-06   4.83892145e-05]
 [  2.34494219e-05   3.23050836e-06   1.27075529e-02   5.73692983e-03
    3.16210369e-09   4.84687206e-08   1.18859839e-10   9.80760098e-01
    6.87697184e-06   7.61830248e-04]
 [  5.10291429e-04   3.26277313e-06   5.59208411e-06   2.77716201e-04
    3.03611723e-05   9.98461604e-01   6.07292059e-05   4.47775856e-05
    5.48553478e-04   5.71703349e-05]
 [  9.99978662e-01   5.99321634e-11   4.04034517e-06   3.14880477e-09
    3.54028140e-10   1.15243601e-07   2.14429132e-08   6.44636657e-07
    7.59581383e-07   1.58841722e-05]
 [  8.35082121e-03   1.91760121e-03   7.79525876e-01   1.02073625e-02
    3.19817453e-04   1.32563179e-02   2.44459749e-04   2.31830925e-02
    1.25098959e-01   3.78957465e-02]
 [  6.47006482e-06   6.47867564e-05   1.03500905e-04   8.45540082e-04
    3.09384370e-04   4.61037598e-06   2.44199100e-07   9.96369123e-01
    1.71172724e-04   2.12511793e-03]
 [  6.13959055e-05   5.27232066e-02   1.56573439e-03   9.40248787e-01
    1.54111171e-04   1.49873423e-03   3.64236694e-05   5.34267630e-04
    2.97283917e-03   2.04390293e-04]
 [  5.30854400e-08   2.55957833e-08   2.26573911e-06   3.22883061e-05
    2.41071785e-09   3.09983534e-06   1.70563856e-12   9.99889970e-01
    2.30883316e-07   7.20506869e-05]
 [  9.53456693e-05   4.91800956e-09   1.60758009e-06   1.87751153e-04
    2.59299390e-03   2.34157313e-04   3.37256438e-07   4.19789134e-03
    3.66217981e-04   9.92323637e-01]
 [  1.27155246e-04   9.87305403e-01   1.63381314e-03   1.04701193e-03
    8.24872521e-04   2.44487659e-04   2.30486784e-03   3.66051536e-04
    5.88822132e-03   2.58124841e-04]
 [  1.61175893e-04   2.88457268e-05   4.71339481e-05   1.20026898e-05
    1.53417368e-05   9.87493932e-01   6.97886644e-05   1.65133257e-04
    1.19903302e-02   1.62306733e-05]
 [  4.11306644e-07   1.90000704e-09   8.24342106e-09   4.27150553e-06
    1.12407500e-10   9.99993563e-01   2.58769859e-07   7.39232564e-10
    1.55081091e-06   3.66365871e-09]
 [  7.22608661e-07   9.99109685e-01   7.91585699e-05   2.03289324e-04
    8.09435005e-06   5.45156445e-06   1.31238376e-05   2.23481529e-05
    5.46043681e-04   1.19356664e-05]
 [  3.11010604e-06   8.02493560e-06   1.54532914e-04   9.97141242e-01
    3.86388223e-07   4.96699824e-04   4.94859265e-09   9.56499389e-06
    2.03763088e-03   1.48795501e-04]
 [  3.81246767e-09   2.10001510e-08   2.12487578e-07   4.84410350e-07
    4.02421119e-09   4.34053327e-09   9.00948240e-12   9.99957561e-01
    5.29876115e-06   3.64641310e-05]
 [  2.30094344e-08   1.64348535e-08   4.56312364e-07   1.71308248e-08
    9.99924541e-01   9.04660737e-07   1.54255977e-05   8.96007577e-07
    3.31968607e-07   5.73815232e-05]
 [  9.92207348e-01   3.24062603e-06   3.88108450e-03   1.16273513e-05
    7.98123598e-04   1.97462141e-04   1.49288762e-03   5.75702361e-05
    2.48090837e-05   1.32578530e-03]
 [  9.94243801e-01   2.17611796e-06   1.10386009e-03   1.59337251e-05
    2.75160983e-05   2.53246003e-03   2.40224443e-04   2.16196335e-04
    1.42813800e-03   1.89869403e-04]
 [  1.15405819e-04   3.12143296e-04   9.68579888e-01   3.04338597e-02
    7.15505053e-07   3.84091254e-05   2.46531522e-06   8.73093722e-06
    4.08145454e-04   1.00191181e-04]
 [  9.98532057e-01   1.06483089e-08   1.13130105e-03   1.33704998e-06
    5.53096243e-06   5.60654462e-06   2.84938415e-05   6.14905584e-05
    1.36576477e-06   2.32910752e-04]
 [  2.63500915e-05   9.18230071e-05   6.99437223e-04   8.20327899e-04
    2.55228024e-05   7.57384914e-05   1.12350087e-07   9.96118426e-01
    1.60972140e-05   2.12619267e-03]
 [  2.80334025e-05   1.05130075e-05   9.97078419e-01   2.82474235e-03
    6.49752341e-09   1.85607189e-06   6.56125252e-08   6.50592847e-06
    3.33371609e-05   1.65227921e-05]
 [  7.09626602e-06   1.76525627e-05   4.72786523e-05   1.07477547e-06
    9.92906094e-01   7.46791648e-06   6.54731086e-03   3.34661381e-05
    1.00213554e-04   3.32228228e-04]
 [  6.72320195e-04   3.02203534e-05   7.60930299e-04   3.37855041e-01
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    3.63272429e-03   4.23540967e-03]
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    3.48083070e-03   1.05648185e-03]
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    4.46756632e-04   9.33839846e-03]
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    1.73468411e-01   7.89995771e-04]
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    2.10336293e-06   5.24796254e-04]
 [  5.61903198e-06   4.84791769e-07   4.45370009e-04   9.67956241e-03
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    9.89504576e-01   1.96680630e-04]
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    1.02239086e-04   4.17990814e-05   1.16362289e-08   3.35168210e-03
    8.46738294e-06   9.96245563e-01]
 [  9.99963999e-01   1.45603863e-07   3.47434570e-06   2.12495237e-07
    2.72653409e-07   1.79184153e-05   5.77875107e-06   5.58597037e-07
    7.43176270e-06   3.02848122e-07]
 [  8.57509367e-05   7.49268685e-04   8.99736624e-05   9.50651288e-01
    1.02756188e-04   1.22325905e-02   2.17466477e-05   1.53652218e-05
    1.01706805e-02   2.58804206e-02]
 [  9.99948621e-01   1.50432966e-09   3.54954173e-05   2.83548866e-06
    1.70027192e-08   2.09029963e-06   1.94993504e-06   3.26349073e-06
    4.24069349e-08   5.77936180e-06]
 [  3.98263196e-03   1.54544192e-03   2.60169938e-04   1.09165795e-02
    2.27670917e-05   9.76194918e-01   1.52261509e-03   1.90199135e-05
    4.10624500e-03   1.42958283e-03]]
INFO:tensorflow:global_step/sec: 153.601
INFO:tensorflow:loss = 0.193116, step = 19801
INFO:tensorflow:probabilities = [[  4.79658156e-05   3.28130946e-02   1.38169629e-02   1.98165569e-02
    1.84630608e-05   1.31603319e-03   2.65675044e-06   9.14842069e-01
    7.73637602e-03   9.58993006e-03]
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    7.90285820e-04   6.44450605e-01]
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    1.40239543e-04   1.17483840e-03]
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    7.33752735e-04   6.56777320e-06]
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    5.57838997e-04   9.95080352e-01]
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    9.99689579e-01   1.02519425e-05]
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    1.40054963e-05   1.56772071e-08]
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    3.98085213e-05   4.96161217e-03   6.48836576e-05   3.35742516e-05
    9.88279939e-01   5.75784920e-03]
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    9.89569247e-01   1.62572716e-04   1.51993096e-04   3.27924907e-04
    1.44276780e-03   8.11137166e-03]
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    3.29707655e-05   2.61723821e-04   1.05228685e-06   9.44060504e-01
    4.66613215e-04   6.13873173e-03]
 [  1.85093915e-04   2.05918979e-02   1.38109364e-02   2.76253745e-03
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    9.76930140e-04   1.41224911e-04   2.74749787e-08   1.28955755e-04
    2.18473742e-05   9.98612642e-01]
 [  9.99342859e-01   6.21272420e-08   3.37130405e-05   3.73284843e-06
    7.67934353e-07   2.34300504e-04   2.64877890e-04   4.53724488e-06
    1.05025072e-04   1.01790338e-05]
 [  2.75554356e-07   9.99149442e-01   2.27017681e-05   7.73747161e-05
    1.06183088e-05   5.46467732e-07   1.69029454e-06   2.88744595e-05
    6.95036899e-04   1.34431057e-05]]
INFO:tensorflow:probabilities = [[  1.32204677e-05   8.72823421e-06   3.13147466e-05   2.87713460e-03
    2.30085291e-02   3.78313911e-04   1.08700237e-06   1.25924431e-04
    7.38621457e-03   9.66169596e-01]
 [  4.02353107e-05   2.14400316e-05   9.85738734e-06   9.41187799e-01
    2.43197610e-06   5.79423308e-02   1.61917214e-05   1.87486046e-06
    1.43851081e-04   6.33865886e-04]
 [  1.13058180e-04   7.08010374e-03   2.44818948e-04   9.90660131e-01
    2.86145655e-06   1.32401264e-03   4.54536206e-07   2.98230061e-05
    6.15931931e-05   4.83037787e-04]
 [  3.43829186e-07   2.82876584e-07   3.20729100e-06   5.98817223e-07
    9.99633551e-01   9.07832430e-07   1.37954476e-05   9.19349623e-05
    4.77249841e-07   2.54880521e-04]
 [  4.09345193e-05   9.92664516e-01   1.01771485e-03   5.79888292e-04
    1.60133743e-04   1.01955564e-04   4.77916037e-04   1.93972621e-04
    4.65636421e-03   1.06628235e-04]
 [  1.29213367e-05   1.62444747e-04   2.93480716e-05   9.94164765e-01
    1.92459102e-05   4.03077947e-03   7.24851418e-07   2.13048006e-05
    3.58622725e-04   1.19995396e-03]
 [  5.18474226e-05   3.40345696e-06   1.07544554e-04   1.27817893e-05
    4.69458755e-04   4.65138233e-04   9.98088181e-01   3.84949681e-06
    7.62622221e-04   3.50885821e-05]
 [  4.83102922e-05   1.22218228e-06   1.22225686e-06   3.15320813e-06
    9.53685139e-06   9.99585569e-01   4.26336846e-05   7.85916109e-06
    3.97981639e-05   2.60684959e-04]
 [  2.66723451e-03   1.81929481e-05   3.13830609e-03   9.49067835e-05
    4.60489464e-05   2.34025856e-03   5.26280819e-05   3.50594288e-04
    9.86375868e-01   4.91596479e-03]
 [  5.67024335e-06   1.00058924e-06   4.72653909e-07   9.39877937e-05
    1.73359331e-06   9.99800622e-01   3.96693904e-05   7.17437331e-07
    4.20164652e-05   1.40202228e-05]
 [  1.93194879e-04   1.13948794e-04   1.44753008e-04   1.10506644e-05
    9.63013232e-01   2.74089281e-04   1.25305553e-04   2.06005783e-03
    6.14211604e-04   3.34500559e-02]
 [  9.94532704e-01   5.06101863e-08   1.56695260e-05   7.28495252e-07
    1.48668232e-05   1.88574847e-03   3.52607039e-03   2.06257528e-06
    1.99239494e-05   2.32208527e-06]
 [  1.83071703e-01   4.37837953e-05   2.86741763e-01   4.75140870e-01
    1.25628412e-06   5.33140562e-02   3.00486431e-06   8.20169924e-04
    7.68570972e-05   7.86506454e-04]
 [  6.36889581e-08   1.74734481e-07   3.64479201e-05   9.99646544e-01
    1.78220496e-08   1.01966507e-04   1.22083599e-09   2.08093797e-06
    7.46261867e-05   1.38128918e-04]
 [  1.94480745e-05   6.19168277e-05   2.65522674e-03   4.81743133e-04
    9.76884067e-01   1.79835374e-03   3.54298216e-04   1.88812686e-04
    4.38351708e-04   1.71178766e-02]
 [  3.13420242e-05   5.84753025e-07   1.22171559e-05   4.22681751e-06
    3.86961074e-05   1.31190202e-04   9.99719083e-01   4.99120834e-09
    6.16734178e-05   1.09899884e-06]
 [  6.74233576e-08   1.83471215e-07   9.99845028e-01   1.33462818e-04
    1.89126131e-05   3.05495007e-08   1.98189923e-06   3.18044648e-08
    2.11101394e-07   2.62503139e-08]
 [  2.94465898e-03   2.41927482e-04   3.14703491e-03   9.49516743e-02
    2.61216774e-04   1.52532151e-03   1.55036745e-04   4.18704236e-04
    8.93386126e-01   2.96826218e-03]
 [  7.83019914e-07   6.67938593e-08   2.38421762e-06   1.19277965e-05
    1.09431198e-07   4.93335108e-07   1.90098520e-10   9.99959469e-01
    6.88226066e-07   2.40338359e-05]
 [  3.79714038e-08   3.70948205e-09   8.31350335e-05   6.85167493e-07
    4.53386342e-08   1.91365530e-06   4.95345148e-07   7.62642216e-08
    9.99907494e-01   6.06736239e-06]
 [  3.11755321e-05   2.51836373e-05   1.14421803e-03   9.53131020e-01
    1.74052684e-06   1.13306828e-02   5.52400252e-06   5.39287782e-07
    3.42705920e-02   5.92778342e-05]
 [  2.52506811e-06   9.92196798e-01   2.87262141e-04   5.99215797e-04
    1.30682267e-04   1.29361360e-05   3.90527639e-05   1.45642218e-04
    6.52552862e-03   6.04619927e-05]
 [  9.91835892e-01   6.79195000e-06   1.17682917e-04   5.34409471e-03
    1.37419704e-07   1.54523121e-03   2.12101122e-06   8.40393768e-04
    2.36076099e-04   7.15360584e-05]
 [  1.56656661e-05   8.28542579e-06   1.80265419e-02   9.81025040e-01
    2.25607160e-08   1.45708531e-04   8.70606891e-06   1.40613054e-07
    7.68676342e-04   1.33635979e-06]
 [  6.61420490e-05   2.41183557e-06   2.11537024e-03   3.06253205e-05
    9.92716789e-01   3.62914143e-05   9.43738036e-04   5.76792299e-05
    1.37895986e-03   2.65204674e-03]
 [  3.23372842e-05   1.58442347e-07   1.85579935e-04   4.00184421e-04
    1.42021236e-07   2.26667384e-03   6.09870367e-05   1.07497226e-06
    9.97052670e-01   2.52102780e-07]
 [  1.59668815e-07   2.03561527e-07   9.99992967e-01   9.46900514e-07
    2.18103105e-10   3.66779069e-08   1.32779487e-09   1.29466130e-07
    5.36223979e-06   2.18903850e-07]
 [  3.50964825e-07   2.03700847e-06   2.21814171e-05   2.50428537e-04
    9.79775310e-01   2.09524020e-04   6.44543761e-05   5.65139286e-04
    3.63120984e-04   1.87473893e-02]
 [  9.99924302e-01   6.05491746e-09   1.04186038e-05   2.20386369e-06
    3.72691766e-10   5.71366545e-05   2.73869364e-06   4.20432436e-08
    2.77064623e-06   6.22583514e-07]
 [  8.28185657e-05   1.24982023e-03   6.31849616e-05   1.22752448e-04
    8.44472197e-06   7.49080151e-04   3.01565946e-04   1.04812407e-05
    9.97365415e-01   4.64912664e-05]
 [  6.50425864e-06   1.48355914e-08   1.20286799e-07   9.73336682e-06
    5.07364575e-07   9.99758542e-01   2.35237385e-05   2.87545134e-07
    1.30183340e-04   7.06972860e-05]
 [  7.93074505e-05   9.97452438e-01   3.93469381e-04   1.86325167e-04
    2.13265012e-04   5.92404176e-05   8.08024924e-05   1.37466332e-03
    1.03129496e-04   5.73347788e-05]
 [  1.42490126e-06   6.38055553e-07   1.06410607e-06   4.72063024e-04
    2.04582702e-05   9.99300838e-01   9.25710410e-05   8.52794546e-09
    4.16038092e-05   6.92775138e-05]
 [  9.91116524e-01   2.02405815e-07   3.46728280e-04   2.71433328e-05
    3.86258456e-08   8.36787838e-03   9.74247014e-05   5.03775766e-07
    4.00797944e-05   3.38570680e-06]
 [  9.27183195e-04   9.19650774e-05   9.81283188e-01   1.01189185e-02
    3.16895614e-03   1.06568437e-03   2.03372139e-04   2.31676131e-05
    1.52746448e-03   1.59012596e-03]
 [  2.87199146e-05   8.10604892e-04   3.00316518e-04   5.14970336e-04
    9.53451991e-01   1.36289943e-03   1.07743463e-03   9.15235199e-04
    3.84619646e-03   3.76916938e-02]
 [  1.98956288e-04   6.27465197e-05   2.39350324e-04   1.72222909e-02
    1.12550019e-03   4.12455667e-03   1.02200147e-06   4.77190539e-02
    3.40815540e-03   9.25898373e-01]
 [  1.26412324e-05   8.54631068e-08   2.72929715e-03   1.85024459e-04
    6.05969262e-06   4.16436116e-04   5.53365624e-07   8.81328219e-07
    9.95417356e-01   1.23171497e-03]
 [  2.08462952e-05   1.07898309e-07   4.73026157e-05   4.76333080e-05
    3.21869375e-05   4.68056696e-03   3.04381666e-03   7.60263141e-09
    9.92075443e-01   5.20660396e-05]
 [  2.36450898e-04   9.98767257e-01   7.95783999e-05   7.06169521e-05
    7.51671250e-05   2.92212553e-05   6.98866861e-05   1.23947480e-04
    4.97756468e-04   5.02311268e-05]
 [  4.76541667e-04   2.00023898e-03   6.57537766e-03   8.97603604e-05
    9.77139571e-04   8.14375374e-03   9.72362459e-01   5.39379926e-06
    9.34678502e-03   2.24642008e-05]
 [  9.99993563e-01   3.20531435e-10   2.62808680e-06   5.37224949e-08
    3.56025626e-10   2.18440482e-06   8.50784261e-08   1.05218498e-06
    8.16082419e-08   3.69572945e-07]
 [  1.00267162e-05   1.72561627e-07   8.31394473e-08   1.07431988e-04
    5.82275353e-03   2.44029052e-05   6.54411210e-08   6.19316008e-04
    1.30991466e-05   9.93402660e-01]
 [  3.75462804e-07   5.46031115e-05   9.82995808e-01   1.69288125e-02
    5.03830400e-08   1.16094031e-06   6.90891042e-08   1.81328178e-05
    8.87388637e-07   3.55714178e-08]
 [  9.86566007e-01   7.67140045e-06   1.07572309e-03   9.66405612e-04
    2.56571475e-05   9.21922456e-03   1.28975592e-03   3.15244950e-04
    4.85758763e-04   4.85360943e-05]
 [  7.20020398e-06   2.33357696e-06   1.06125881e-04   1.30192742e-01
    8.40170671e-08   8.65403056e-01   3.06932225e-06   2.10050359e-07
    4.21924004e-03   6.58936624e-05]
 [  8.50412653e-06   1.74529373e-03   9.97946084e-01   2.24933494e-04
    2.29053910e-07   3.60641898e-05   1.06048738e-05   1.81344712e-05
    1.01589449e-05   1.66881847e-07]
 [  9.31182683e-07   1.14813074e-05   3.60445156e-05   9.60809648e-01
    8.83867983e-07   6.75866904e-05   1.32770746e-08   6.21794024e-05
    2.17675399e-02   1.72437485e-02]
 [  6.92644235e-08   1.44701085e-06   9.99807417e-01   1.63328106e-04
    3.09791082e-11   1.02696047e-08   5.16068854e-10   8.11257639e-09
    2.77206800e-05   1.30517114e-12]
 [  2.96882808e-06   4.29986414e-07   8.86846974e-05   6.68593643e-08
    1.31550943e-03   2.05212436e-05   9.98518407e-01   5.53388588e-07
    5.12357074e-05   1.70810927e-06]
 [  3.39978687e-05   9.97088373e-01   3.11420619e-04   9.90010303e-05
    8.86898488e-04   7.78245339e-06   8.37848711e-05   1.28874963e-03
    1.38830073e-04   6.12104050e-05]
 [  1.40305737e-03   6.79774030e-06   9.09165666e-02   7.85873446e-04
    6.71679527e-06   2.27114360e-04   5.53330619e-06   8.93093467e-01
    2.41539121e-04   1.33133428e-02]
 [  9.96441685e-09   2.03315082e-07   2.91143078e-06   3.49022048e-06
    4.30230918e-09   2.07191579e-08   1.12338533e-11   9.99988914e-01
    1.23556811e-06   3.26657096e-06]
 [  9.99961257e-01   7.56736007e-09   2.16529370e-05   1.07807580e-07
    5.13057485e-10   1.15876155e-05   6.69756117e-09   3.34203435e-07
    2.51277038e-06   2.55437430e-06]
 [  3.13895953e-06   1.03041013e-04   3.01476655e-04   1.01732849e-05
    1.29251508e-03   1.86284291e-04   9.97878671e-01   4.04308651e-07
    2.21471390e-04   2.79680239e-06]
 [  1.66403515e-05   7.21336664e-06   2.36553751e-05   5.94609276e-07
    3.40992818e-04   2.41253401e-05   9.99456704e-01   1.01151606e-07
    1.29177701e-04   8.09474841e-07]
 [  5.96987945e-07   1.30702460e-07   3.73241528e-05   9.99841213e-01
    7.71159248e-10   8.20507121e-05   9.66785652e-10   1.57141670e-07
    1.99057577e-05   1.86627440e-05]
 [  6.28323141e-06   1.17745731e-06   2.34317031e-06   4.45810321e-04
    5.36738753e-06   8.25313793e-04   5.12671738e-10   9.96704519e-01
    3.87500177e-06   2.00520921e-03]
 [  3.65659139e-06   6.26500405e-04   9.47258523e-05   4.42748569e-04
    9.96159196e-01   2.31652564e-04   1.52975740e-03   1.03269640e-05
    8.46629700e-05   8.16610467e-04]
 [  9.99702275e-01   6.04371166e-08   2.49786608e-05   5.13507121e-06
    6.32376072e-08   3.77624347e-05   3.05830753e-07   1.54472902e-04
    6.78720744e-06   6.79576042e-05]
 [  3.80212100e-06   2.65739727e-05   9.99462664e-01   6.83845210e-05
    3.00426964e-05   8.51354889e-06   4.03071954e-06   3.94045288e-04
    1.62287415e-06   4.04443341e-07]
 [  2.95979582e-04   8.98430699e-06   9.65790678e-05   5.56197801e-06
    6.12786680e-05   7.03147161e-05   9.99457657e-01   1.64992684e-07
    3.21508651e-06   3.89494545e-07]
 [  2.00222566e-04   4.80783528e-05   4.34644666e-04   9.91203934e-02
    3.71095894e-06   1.70337982e-04   4.70254508e-06   2.36114629e-05
    8.99385989e-01   6.08356146e-04]
 [  2.40771897e-05   6.46346905e-08   5.26502146e-04   4.23039737e-08
    1.47611267e-04   2.02394881e-06   9.99299526e-01   3.09884951e-10
    9.94530893e-08   1.06324958e-08]
 [  1.24901035e-05   7.07254367e-05   7.46568958e-06   2.06173718e-06
    8.04508672e-05   3.72838520e-04   9.99410987e-01   4.69842476e-09
    4.30264517e-05   4.92118630e-08]
 [  9.94199276e-01   7.00466717e-06   1.47454048e-04   9.33100018e-05
    2.44193070e-05   4.49234108e-03   7.29598571e-04   2.25214062e-05
    1.39761876e-04   1.44525518e-04]
 [  1.20292598e-05   4.89487065e-05   2.44939438e-04   1.09400298e-05
    9.95921254e-01   1.74257337e-04   4.72109969e-04   1.85334357e-03
    6.47790963e-04   6.14330638e-04]
 [  1.09199769e-04   2.95942300e-04   9.93970156e-01   3.84184765e-03
    5.91593050e-08   1.59883002e-05   1.83867883e-07   1.01394521e-03
    7.37026450e-04   1.57464910e-05]
 [  1.08661925e-06   4.81774652e-04   1.14340591e-03   9.96373832e-01
    1.45414333e-06   1.20998702e-04   6.11862561e-07   2.85303358e-05
    1.81275420e-03   3.55642223e-05]
 [  2.54646613e-04   7.06115898e-05   5.97185826e-05   2.03166477e-04
    5.07191771e-06   9.37941298e-03   4.40806753e-06   5.38899971e-04
    9.89149272e-01   3.34756012e-04]
 [  2.48067803e-03   9.48586226e-01   2.23169709e-03   5.36874030e-03
    4.82408004e-03   1.22655765e-03   1.89739757e-03   1.58914586e-03
    3.09393723e-02   8.56123283e-04]
 [  9.99969840e-01   2.18440294e-10   2.20595030e-05   1.33436387e-07
    4.98396102e-10   3.31739614e-07   7.24352822e-06   2.04780459e-08
    1.32673634e-07   2.43756915e-07]
 [  1.03453269e-04   1.22983053e-01   1.64664540e-04   1.84459426e-02
    3.22294887e-04   1.23845469e-02   1.48638428e-05   5.55484116e-01
    1.52855541e-03   2.88568586e-01]
 [  6.64929347e-03   1.98225230e-01   3.93701810e-03   2.97639310e-01
    1.20122953e-04   5.30524878e-03   1.89671089e-04   3.98551673e-01
    7.61158764e-03   8.17709416e-02]
 [  7.33033812e-05   9.96704638e-01   6.05050591e-04   1.19443706e-04
    5.52221718e-05   2.07750181e-05   6.07873953e-05   7.60087045e-04
    1.53694756e-03   6.37849516e-05]
 [  3.28859414e-06   9.94156957e-01   1.78960850e-04   1.12821371e-03
    1.83057025e-04   8.21017511e-06   9.72926500e-05   4.32013185e-04
    3.64384288e-03   1.68136932e-04]
 [  9.58881501e-05   5.74808917e-04   1.68284751e-04   3.95153090e-03
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    9.99325633e-01   3.47731577e-04]
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    2.61081495e-05   4.05581704e-05   9.98784482e-01   5.45747412e-07
    3.93746945e-04   3.73388247e-07]
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    5.84516034e-04   3.56009368e-05]
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    6.25609100e-01   1.76167383e-03   3.18228547e-03   1.80991614e-04
    2.05257372e-03   3.63155276e-01]
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    1.37994994e-05   9.87267911e-01   2.53621867e-04   4.57796268e-04
    5.61272679e-03   1.20608252e-04]
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    3.13423442e-07   9.99754131e-01   1.40013378e-06   9.18961185e-10
    2.72178386e-06   2.89531954e-07]
 [  1.01428533e-07   1.44687714e-03   9.64327395e-01   3.42109092e-02
    7.01277258e-09   7.87948193e-06   1.80002800e-07   5.89274850e-06
    7.26640337e-07   9.36331124e-10]
 [  5.74952282e-04   1.33012845e-05   3.07126483e-03   5.01309660e-05
    8.35401099e-03   9.59237337e-01   2.69224159e-02   1.26145333e-05
    1.74549536e-03   1.84711425e-05]
 [  4.33002970e-06   4.96264221e-08   1.77884476e-06   1.78896298e-05
    3.00936372e-04   1.91705360e-04   1.24542893e-07   1.11943996e-02
    1.53623972e-04   9.88135099e-01]
 [  2.11033202e-03   3.10398900e-05   1.23045295e-02   2.09326136e-05
    3.00622516e-04   5.92550728e-04   9.83716726e-01   9.90381086e-05
    6.53640367e-04   1.70457803e-04]
 [  5.00141994e-07   1.07845279e-08   1.37561486e-07   6.67591564e-08
    9.97181535e-01   7.28202867e-05   2.14043371e-06   1.82034669e-03
    3.95551360e-05   8.82859575e-04]]
INFO:tensorflow:global_step/sec: 153.576
INFO:tensorflow:loss = 0.124119, step = 19901
INFO:tensorflow:probabilities = [[  5.23072458e-07   1.84827422e-05   7.71086491e-07   9.94904160e-01
    8.35286897e-08   4.81097307e-03   3.54576146e-09   8.06124376e-07
    2.18369951e-05   2.42349983e-04]
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    3.95129689e-07   9.93014055e-07]
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    1.43763391e-05   9.98330891e-01]
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    7.57083064e-04   3.02610333e-05   2.37644571e-07   9.93858412e-05
    6.42681844e-04   9.98298585e-01]
 [  5.48095250e-06   9.99313116e-01   2.02969415e-04   7.84338263e-05
    5.02295916e-05   2.55193936e-06   6.63214087e-05   8.67646158e-05
    1.74638655e-04   1.95879911e-05]
 [  5.06493845e-04   2.67158146e-04   9.71142888e-01   1.57340895e-02
    2.35159474e-04   1.04087303e-04   1.04804480e-04   1.23531732e-03
    1.73157279e-03   8.93842895e-03]
 [  2.07927963e-03   1.43494026e-05   3.14297977e-05   2.28164868e-06
    1.14752748e-03   1.04029838e-04   9.96498346e-01   8.40552821e-06
    9.36145734e-05   2.06344266e-05]
 [  1.82530917e-02   1.82323529e-05   1.46097504e-04   1.77153997e-04
    4.47180440e-07   9.70486104e-01   3.81932105e-03   3.52319730e-05
    7.06315693e-03   1.10614917e-06]
 [  6.30385330e-05   2.31604440e-06   1.49706930e-05   5.92867718e-06
    2.49934656e-05   9.97657657e-01   7.91541170e-05   1.32351784e-06
    2.00564018e-03   1.44945414e-04]
 [  2.80780315e-01   3.20392214e-02   4.59528388e-03   7.93317240e-03
    7.24905655e-02   2.35676998e-03   5.88715732e-01   6.37852645e-05
    1.06016034e-02   4.23518475e-04]
 [  3.28365597e-04   1.32833753e-04   4.28954401e-04   1.25518604e-03
    2.69317825e-04   8.72359669e-04   5.39732673e-06   1.79325143e-04
    9.65471566e-01   3.10566686e-02]
 [  1.90072399e-06   3.79625685e-03   9.92036581e-01   3.58651101e-04
    1.96873312e-04   1.93669916e-06   3.22521687e-03   1.20764736e-04
    2.60938454e-04   9.29070040e-07]
 [  1.16882111e-05   1.78479095e-05   4.63503375e-06   1.26467537e-04
    7.03068683e-03   1.63355682e-04   7.79049151e-06   1.40944077e-02
    2.97560182e-04   9.78245556e-01]
 [  1.61892705e-04   3.03385477e-03   9.87603366e-01   4.96422697e-04
    1.36580309e-06   1.40515534e-04   6.68198700e-05   2.29908401e-04
    8.25745333e-03   8.26519681e-06]
 [  1.37087204e-06   9.98564184e-01   6.02693508e-05   1.20473247e-04
    2.11890801e-05   3.38524042e-05   1.60172240e-05   2.27843862e-04
    9.43751773e-04   1.10740766e-05]
 [  4.71679668e-05   9.59867477e-01   2.75163358e-04   2.49878541e-02
    4.27921623e-04   2.29272526e-03   2.06221317e-04   1.54371047e-03
    1.64293684e-03   8.70892126e-03]
 [  2.71252020e-06   1.84364569e-06   2.40277132e-05   7.95381311e-06
    4.04031202e-03   8.65847396e-05   3.48539544e-07   7.79872015e-03
    1.12563612e-04   9.87924933e-01]
 [  7.37376185e-03   4.33865091e-04   7.39196967e-03   2.39677657e-03
    2.45241588e-03   2.29845475e-03   9.42045271e-01   4.36974005e-06
    3.55865657e-02   1.64700414e-05]
 [  2.82612396e-04   9.97399092e-01   3.12855322e-04   2.84998503e-04
    1.09795430e-04   3.75676209e-05   1.33220019e-04   1.06985285e-03
    2.32957536e-04   1.37185285e-04]
 [  2.56179756e-05   6.70734525e-01   1.99353650e-01   3.26996446e-02
    6.71856687e-04   2.25145672e-03   9.40241516e-02   1.24878774e-04
    1.08997585e-04   5.27421025e-06]
 [  3.47339483e-06   1.93779172e-07   4.20839933e-04   5.30092052e-07
    9.75331204e-06   9.61843739e-07   9.99559700e-01   1.36486245e-09
    4.38555116e-06   8.04958731e-08]
 [  7.58687496e-01   7.12830229e-07   2.96354381e-04   1.97201189e-05
    2.87264275e-08   2.40741253e-01   2.15232812e-05   3.44343061e-05
    1.94508306e-04   3.89179695e-06]
 [  7.77895271e-04   1.00981881e-04   7.16962910e-04   1.87694386e-04
    2.80064050e-05   1.25840283e-03   2.34447792e-03   9.89121963e-06
    9.94481802e-01   9.38579033e-05]
 [  9.99904037e-01   3.44058648e-09   2.62200283e-05   2.26900255e-07
    2.16555577e-07   1.96704696e-05   2.57920146e-05   1.66488542e-06
    1.21946641e-07   2.19939648e-05]
 [  3.90326704e-08   1.62018079e-08   1.56698047e-06   4.04086632e-06
    9.99814689e-01   7.09451456e-07   3.90622745e-06   3.06053244e-06
    8.89809940e-07   1.71083258e-04]
 [  9.96003211e-01   4.96796595e-08   2.68332383e-06   6.04870802e-05
    1.36073458e-10   3.92012950e-03   5.13908253e-06   4.54683050e-06
    2.50180074e-06   1.45069816e-06]
 [  1.46029016e-03   5.30969016e-02   1.62688759e-03   4.43947222e-03
    2.80918088e-03   4.00572503e-03   9.22362983e-01   4.86368890e-06
    1.00653833e-02   1.28361353e-04]
 [  5.56086732e-08   9.62693605e-08   8.54578559e-07   1.03597722e-05
    9.87193644e-01   1.62753622e-05   2.48696551e-07   4.09437380e-05
    2.78747075e-06   1.27346367e-02]
 [  6.00816463e-08   1.10808458e-07   1.42077843e-04   8.52743028e-07
    1.43714028e-03   6.45561670e-07   9.98347878e-01   2.99034673e-06
    6.83466278e-05   5.22636014e-08]
 [  1.15901667e-05   7.94067309e-05   6.49407739e-04   2.70542805e-04
    1.05576981e-02   1.97172980e-03   9.85089123e-01   3.66982349e-05
    1.31664937e-03   1.71467600e-05]
 [  2.29339376e-01   1.41237804e-03   8.63626227e-02   4.62882459e-01
    1.07776214e-04   1.98092282e-01   2.81933742e-03   6.89363992e-03
    1.19194032e-04   1.19708758e-02]
 [  2.53799139e-04   5.90516429e-04   4.60969750e-04   1.85957039e-03
    4.74531262e-05   6.32583857e-01   2.08346441e-01   1.48761430e-07
    1.55800715e-01   5.64902148e-05]
 [  2.79124128e-04   9.98106003e-01   2.53434555e-04   6.69583605e-05
    5.03308489e-04   9.96455710e-05   1.26624320e-04   2.16335407e-04
    3.28777242e-04   1.98475191e-05]
 [  2.39329381e-07   3.36777418e-07   9.99055564e-01   1.40308866e-05
    1.55067555e-05   5.63352501e-07   1.61655464e-06   9.05079243e-04
    6.69126894e-06   2.79814259e-07]
 [  7.68837526e-06   9.95527446e-01   2.26964068e-04   1.00974657e-03
    6.51585215e-05   4.40393742e-05   8.74349716e-05   4.70668165e-04
    2.49665137e-03   6.42170708e-05]
 [  2.38747543e-05   6.07576203e-06   4.12550010e-03   8.77203703e-01
    5.15833563e-06   1.78892794e-03   3.17141115e-07   1.55675749e-03
    1.14650756e-01   6.38987287e-04]
 [  3.03212473e-05   9.99348700e-01   6.38818674e-05   8.58718613e-06
    4.55036898e-05   8.42982445e-07   5.54996450e-06   1.84567689e-04
    2.39563262e-04   7.24145648e-05]
 [  3.09202299e-02   1.27671898e-04   8.23645532e-01   1.03605576e-01
    1.52002849e-06   1.46777835e-03   7.60784019e-07   3.44316773e-02
    6.43675230e-05   5.73487952e-03]
 [  4.21515324e-05   9.98241305e-01   7.50420440e-04   3.10351570e-05
    1.56746275e-04   2.92591703e-05   1.20460951e-04   5.78780455e-05
    5.66626200e-04   4.14268334e-06]
 [  1.56500464e-05   2.49885579e-05   9.88114059e-01   5.03580691e-03
    1.35922746e-05   1.92785810e-05   2.41399300e-03   1.23819035e-07
    4.35979804e-03   2.59415106e-06]
 [  9.64276569e-06   4.92648780e-03   9.94495809e-01   5.44667244e-04
    9.41496339e-08   1.89009211e-06   1.92293851e-06   7.90891079e-07
    1.87498190e-05   2.44557352e-08]
 [  3.00741334e-07   1.60502555e-06   2.88477872e-06   1.66138614e-06
    9.97532248e-01   7.58620808e-06   4.48879382e-06   1.71083026e-04
    5.01138275e-05   2.22797296e-03]
 [  1.79910683e-03   9.09051916e-04   2.39220331e-03   2.20515695e-03
    3.79373394e-02   5.86141320e-03   1.52899796e-04   5.48357129e-01
    1.11369439e-03   3.99272054e-01]
 [  2.87056023e-09   5.15025960e-08   1.58678131e-06   9.99971151e-01
    2.38871284e-10   3.52952816e-06   2.98329660e-11   3.93768715e-08
    2.34699364e-05   1.64554038e-07]
 [  2.20107108e-06   6.45975788e-08   3.54366675e-05   1.12877808e-06
    9.98535395e-01   5.55577244e-05   6.09168501e-06   5.16774773e-04
    3.81633527e-06   8.43624177e-04]
 [  1.17571573e-04   9.97476518e-01   2.66152812e-04   1.97099635e-05
    5.92832184e-05   1.57715949e-05   6.68892404e-04   5.53809077e-05
    1.31159951e-03   9.04613444e-06]
 [  5.76267077e-04   5.38518727e-01   1.01900194e-03   1.18482411e-02
    9.19059967e-04   3.62361572e-03   4.13584086e-04   1.03393514e-02
    3.76405835e-01   5.63363656e-02]
 [  4.93903826e-05   1.09165441e-04   4.58139257e-04   5.64720889e-04
    6.50331140e-01   4.36135306e-04   3.93917180e-05   1.20960334e-02
    2.46918469e-04   3.35669041e-01]
 [  8.89054239e-01   1.37038078e-04   3.24422531e-02   3.79379111e-04
    1.18053613e-07   7.66438171e-02   5.74076148e-05   1.21149533e-05
    1.07714708e-03   1.96487337e-04]]
INFO:tensorflow:probabilities = [[  2.52991441e-07   5.26800989e-07   4.22732882e-07   1.36245624e-03
    1.96624035e-03   9.21577666e-05   4.16874890e-09   1.12140011e-02
    1.57777067e-05   9.85348165e-01]
 [  7.45950456e-06   9.83307719e-01   1.77100563e-04   3.19490465e-03
    6.65978203e-03   1.00986357e-03   8.03151401e-04   1.17868236e-04
    4.65429015e-03   6.76689378e-05]
 [  1.60696400e-05   6.49987560e-05   1.68797188e-03   3.67837924e-06
    2.13915296e-03   3.82583021e-05   9.95449245e-01   4.15172366e-07
    5.97382779e-04   2.89314926e-06]
 [  9.99972105e-01   4.82472284e-09   1.39923100e-06   1.03748627e-08
    1.71760295e-09   2.58261898e-05   4.28686604e-07   5.52767254e-08
    3.12119077e-08   6.16725799e-08]
 [  8.65368420e-05   1.39722329e-06   2.29242636e-04   2.69455579e-03
    1.14119366e-05   1.20418677e-02   2.00259281e-04   8.97994994e-07
    9.81899261e-01   2.83451146e-03]
 [  7.48859020e-04   1.83982429e-08   3.32260446e-04   1.17041978e-04
    5.92135257e-06   1.45197730e-04   1.23944308e-04   1.64721463e-08
    9.98410225e-01   1.16555544e-04]
 [  1.35159112e-07   2.64197013e-07   1.20293862e-05   1.39426600e-04
    2.91928518e-06   1.43559118e-05   1.96980181e-06   1.01012574e-06
    9.99740064e-01   8.78131614e-05]
 [  2.69154516e-05   1.97124973e-06   1.08871780e-06   3.22351669e-04
    2.63220329e-07   9.99570906e-01   2.11119399e-07   2.35168336e-05
    2.65270774e-06   5.01531722e-05]
 [  3.00952433e-06   1.93214987e-06   6.65316824e-04   6.81048186e-06
    1.37745671e-03   1.44218546e-04   9.97666597e-01   1.03181485e-07
    1.34465314e-04   5.34472129e-08]
 [  1.15010116e-04   6.86035084e-04   7.14482667e-05   1.55318913e-03
    1.25854947e-02   3.40903178e-03   2.34646704e-05   7.96005666e-01
    1.90302252e-03   1.83647603e-01]
 [  1.50255254e-02   2.56800581e-06   9.57226574e-01   4.55229863e-04
    1.34027641e-05   1.70479601e-04   5.28955425e-04   1.56822025e-05
    2.63740849e-02   1.87685378e-04]
 [  7.64524739e-05   4.34207905e-04   9.36305907e-04   1.64297279e-02
    7.37316150e-05   1.20827444e-02   1.69697478e-02   4.30310647e-05
    9.52645123e-01   3.08950606e-04]
 [  9.60213292e-05   1.55035697e-04   6.98696022e-05   5.92321339e-06
    5.47139871e-06   7.51366373e-03   9.92148995e-01   2.67168446e-07
    4.57033912e-06   1.26996966e-07]
 [  4.94187872e-04   1.60030086e-05   1.93086895e-03   3.19046853e-06
    2.00148381e-04   1.02813006e-03   9.95323002e-01   2.56212360e-07
    9.93302208e-04   1.09177154e-05]
 [  3.78403442e-09   1.65895784e-07   6.14234072e-04   9.98458147e-01
    1.41886742e-08   2.59640569e-06   4.90324274e-12   2.72223915e-05
    7.83061085e-04   1.14457078e-04]
 [  1.33725116e-04   6.81438587e-06   4.16993117e-03   2.02604383e-03
    2.03384898e-05   2.17557698e-03   1.19363312e-02   6.12769426e-08
    9.79529440e-01   1.74882121e-06]
 [  1.35474684e-05   2.12391629e-03   9.96946871e-01   7.33821304e-04
    4.00538376e-08   4.76803109e-07   2.56577277e-05   2.73537584e-08
    1.55731643e-04   8.31601732e-10]
 [  1.45951454e-02   2.26621400e-04   3.39952856e-03   7.23007843e-02
    1.36112829e-03   1.17337070e-01   4.14212327e-03   2.55826599e-05
    7.82870531e-01   3.74152372e-03]
 [  1.38758105e-05   2.48839001e-07   5.85258531e-05   9.28495407e-01
    1.37781706e-06   4.29314487e-02   8.62842683e-07   1.77056590e-05
    2.70884689e-02   1.39209570e-03]
 [  9.99988794e-01   1.27798971e-09   6.57158671e-06   1.12210920e-07
    2.48017806e-09   2.82845747e-07   1.01825196e-06   2.47719163e-06
    2.77435976e-08   7.38584674e-07]
 [  6.00557678e-06   6.82443158e-07   1.10198098e-05   7.89059559e-05
    1.23963668e-03   7.73072839e-01   2.14965999e-01   2.62113371e-08
    1.05633177e-02   6.16725956e-05]
 [  4.68436250e-04   6.28223552e-06   3.68684734e-04   1.12654625e-05
    1.65291596e-03   9.85872699e-04   9.96491373e-01   1.02334411e-07
    8.21492358e-06   6.89983062e-06]
 [  3.46653280e-04   9.94906604e-01   1.35468086e-03   3.52470262e-04
    3.37956008e-04   1.64807730e-04   6.84746192e-04   5.78171341e-04
    9.94819799e-04   2.79091502e-04]
 [  1.03106149e-05   6.69960689e-04   6.40146027e-05   2.17476496e-04
    9.95755076e-01   7.16305920e-04   7.50437670e-04   3.80555633e-04
    5.51353769e-05   1.38083822e-03]
 [  1.22706626e-06   5.58444572e-06   9.95968699e-01   1.41225313e-03
    2.63485761e-10   2.10666826e-06   1.49742867e-08   1.07622720e-08
    2.61009345e-03   1.03544178e-08]
 [  3.79091990e-03   7.58745227e-06   1.38404750e-04   1.74054839e-02
    7.39693087e-06   9.77529407e-01   1.41401488e-05   1.08669534e-04
    3.68164438e-05   9.61122627e-04]
 [  5.25218775e-06   4.22291002e-09   9.19128706e-06   7.81048962e-04
    5.16711722e-08   9.71228361e-01   5.28595251e-07   4.48807486e-06
    2.79309489e-02   4.00304780e-05]
 [  9.94734168e-01   1.58309183e-06   1.60145035e-04   8.14965751e-04
    5.11586086e-06   4.04506037e-03   3.39690496e-06   1.15813855e-04
    2.05089273e-05   9.90766202e-05]
 [  1.60611046e-06   8.48592208e-07   2.21526170e-06   5.08815319e-05
    9.06003267e-03   2.86194059e-04   8.41261283e-07   2.62276531e-04
    1.38139189e-03   9.88953710e-01]
 [  1.58978000e-04   8.80545259e-01   3.79150151e-04   7.12735346e-03
    2.06203982e-02   9.64092789e-04   9.79331089e-04   2.13393848e-03
    7.65483379e-02   1.05430689e-02]
 [  1.53685451e-05   9.97783720e-01   4.56221278e-05   7.99299043e-04
    6.42551022e-05   8.13041697e-05   7.97892717e-05   5.72597957e-04
    4.18174983e-04   1.39745564e-04]
 [  5.73549536e-04   9.01363237e-05   5.72214311e-04   7.04805134e-04
    3.20791558e-04   2.35105050e-03   9.79246795e-01   3.88917178e-05
    1.57721322e-02   3.29715491e-04]
 [  7.72911690e-08   1.93123100e-08   6.70220857e-07   4.32658169e-07
    9.99807894e-01   3.03762999e-06   2.39776682e-06   7.03324474e-07
    3.05806088e-06   1.81724739e-04]
 [  7.42438529e-03   1.07736094e-03   1.52387447e-03   1.05700269e-02
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INFO:tensorflow:Saving checkpoints for 20000 into /tmp/mnist_convnet_model\model.ckpt.
INFO:tensorflow:Loss for final step: 0.0690036.
WARNING:tensorflow:From <ipython-input-5-4f73beff7c39>:35: calling BaseEstimator.evaluate (from tensorflow.contrib.learn.python.learn.estimators.estimator) with x is deprecated and will be removed after 2016-12-01.
Instructions for updating:
Estimator is decoupled from Scikit Learn interface by moving into
separate class SKCompat. Arguments x, y and batch_size are only
available in the SKCompat class, Estimator will only accept input_fn.
Example conversion:
  est = Estimator(...) -> est = SKCompat(Estimator(...))
WARNING:tensorflow:From <ipython-input-5-4f73beff7c39>:35: calling BaseEstimator.evaluate (from tensorflow.contrib.learn.python.learn.estimators.estimator) with y is deprecated and will be removed after 2016-12-01.
Instructions for updating:
Estimator is decoupled from Scikit Learn interface by moving into
separate class SKCompat. Arguments x, y and batch_size are only
available in the SKCompat class, Estimator will only accept input_fn.
Example conversion:
  est = Estimator(...) -> est = SKCompat(Estimator(...))
INFO:tensorflow:Starting evaluation at 2017-04-24-19:02:26
INFO:tensorflow:Finished evaluation at 2017-04-24-19:02:26
INFO:tensorflow:Saving dict for global step 20000: accuracy = 0.9711, global_step = 20000, loss = 0.0999879
WARNING:tensorflow:Skipping summary for global_step, must be a float or np.float32.
{'accuracy': 0.97109997, 'loss': 0.099987864, 'global_step': 20000}